{"meta":{"query_hash":"c3ae51b2f3e7","filters":{"venue":"Disaster Medicine and Public Health Preparedness"},"cohort_total":115,"direct_labels_cover":1,"predictions_cover":115,"exported":115,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c3ae51b2f3e7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Disaster+Medicine+and+Public+Health+Preparedness"},"results":[{"id":"W2006941854","doi":"10.1017/dmp.2015.14","title":"Mapping Medical Disasters: Ebola Makes Old Lessons, New","year":2015,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preparedness; Economic shortage; Disaster medicine; Context (archaeology); Public health; Disaster planning; Scarcity; Medical emergency; Disaster preparedness; Coronavirus disease 2019 (COVID-19); Disaster response; Emergency management; Political science; Geography; Environmental planning; Medicine; Poison control; Suicide prevention; Infectious disease (medical specialty); Disease; Nursing; Government (linguistics)","score_opus":0.2643177476523777,"score_gpt":0.44480407480487916,"score_spread":0.18048632715250146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006941854","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009653275,0.35527825,0.01835256,0.56341285,0.01845223,0.00006338784,0.00042949463,0.00024886781,0.03410914],"genre_scores_gemma":[0.19145826,0.6632577,0.0370828,0.05723304,0.03014836,0.00009362936,0.0006229014,0.00027271992,0.019830601],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969779,0.0016306894,0.00019306155,0.00020622545,0.0007815128,0.0002105658],"domain_scores_gemma":[0.985593,0.008778305,0.00072538864,0.0010437038,0.0028285226,0.0010310466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009644053,0.0010104115,0.00076682714,0.0038574976,0.0026126537,0.01005675,0.0018564801,0.0040496946,0.0056207827],"category_scores_gemma":[0.017626842,0.00046565715,0.0005095874,0.003876041,0.009066687,0.020831142,0.005555926,0.0052211015,0.001222914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006291035,0.00005995516,0.006446771,0.0034897807,0.00010812996,0.0008619997,0.021035962,0.0015228082,0.00081542396,0.0781426,0.23712789,0.6503258],"study_design_scores_gemma":[0.000007727167,0.00006751268,0.0046876003,0.003606697,0.000043700176,0.0012271866,0.051274147,0.00047457562,0.00049811805,0.0983964,0.83962107,0.00009522339],"about_ca_topic_score_codex":0.0069314432,"about_ca_topic_score_gemma":0.015126401,"teacher_disagreement_score":0.01005675,"about_ca_system_score_codex":0.0021299883,"about_ca_system_score_gemma":0.0035955494,"threshold_uncertainty_score":0.051003218},"labels":[],"label_agreement":null},{"id":"W2055314088","doi":"10.1001/dmp.2012.46a","title":"User-Managed Inventory: An Approach to Forward-Deployment of Urgently Needed Medical Countermeasures for Mass-Casualty and Terrorism Incidents","year":2012,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Terrorism; Resilience (materials science); Preparedness; Software deployment; Medical equipment; Medical emergency; Surge Capacity; Operations management; Computer security; Risk analysis (engineering); Computer science; Coronavirus disease 2019 (COVID-19); Engineering; Medicine","score_opus":0.1813502191493109,"score_gpt":0.45563463035989116,"score_spread":0.2742844112105802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055314088","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03524716,0.002580811,0.78898376,0.012807287,0.0014789338,0.0019668154,0.00044724037,0.0052291015,0.15125892],"genre_scores_gemma":[0.48332238,0.0022868642,0.47490385,0.0018194015,0.00056221534,0.0006396361,0.00053763256,0.00042052564,0.035507455],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974503,0.00091239985,0.00013262016,0.00030510445,0.00091260305,0.00028695143],"domain_scores_gemma":[0.99662894,0.00059371314,0.00046980556,0.00068729586,0.0010192406,0.00060106005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052800593,0.00085610704,0.00042660907,0.0020136943,0.002259488,0.006195752,0.0041026752,0.0012647911,0.009844625],"category_scores_gemma":[0.005663973,0.00051065884,0.0006247956,0.0018442044,0.0015276079,0.005349395,0.0050044092,0.0013544016,0.0022755642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000451123,0.0009338642,0.010158984,0.00054043997,0.000108347136,0.00065730116,0.0033576943,0.022094555,0.0074133924,0.16491656,0.055357292,0.7340104],"study_design_scores_gemma":[0.0002386659,0.0021138187,0.0058831107,0.0009418216,0.00018229372,0.0015580673,0.009113417,0.24009357,0.010297151,0.11987956,0.6093999,0.0002986895],"about_ca_topic_score_codex":0.0049925772,"about_ca_topic_score_gemma":0.008075941,"teacher_disagreement_score":0.009844625,"about_ca_system_score_codex":0.002336276,"about_ca_system_score_gemma":0.008348658,"threshold_uncertainty_score":0.032933593},"labels":[],"label_agreement":null},{"id":"W2055990156","doi":"10.1001/dmp.2010.hcn10005","title":"Infectious Diseases Following Disasters","year":2010,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Disaster planning; Virology; Medical emergency; Medicine; Poison control; Suicide prevention","score_opus":0.17649533762800843,"score_gpt":0.4993403939026601,"score_spread":0.32284505627465165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055990156","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017074884,0.9981002,0.000071017814,0.00018814356,0.00023550085,0.000016303264,0.000046939454,0.0000041305793,0.0011670502],"genre_scores_gemma":[0.0009746825,0.9983211,0.00009374673,0.0001696401,0.00014418218,0.000011675266,0.000039709896,7.7544263e-7,0.00024440084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886394,0.00030023654,0.00019526461,0.00012948082,0.00041681965,0.00009423327],"domain_scores_gemma":[0.9979381,0.0011966487,0.00046624977,0.000036612648,0.00029302592,0.0000693982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010994143,0.0011147531,0.0023849665,0.0025400936,0.00039919044,0.0013087223,0.00071667554,0.0016328704,0.0055994513],"category_scores_gemma":[0.004259788,0.00029299798,0.0012857039,0.003092022,0.00055227196,0.001137333,0.000961714,0.0012082896,0.0014894245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010778827,0.00009768264,0.0013495865,0.1256653,0.000633264,0.00050753384,0.00031700227,0.00028941044,0.0008286017,0.0017113299,0.037851978,0.8306404],"study_design_scores_gemma":[0.000090914975,0.00029957583,0.015942447,0.08439126,0.001351449,0.0061424496,0.0008942037,0.000087167326,0.00076159573,0.002873043,0.8871008,0.000065024586],"about_ca_topic_score_codex":0.0037922428,"about_ca_topic_score_gemma":0.0053335666,"teacher_disagreement_score":0.0055994513,"about_ca_system_score_codex":0.00069392705,"about_ca_system_score_gemma":0.002754046,"threshold_uncertainty_score":0.018732011},"labels":[],"label_agreement":null},{"id":"W2092983191","doi":"10.1001/dmp.2010.48","title":"Mitigating the Risk of Late-Life Mental Health Problems for Veterans: Contributions of the Life Course Perspective to Emergency Management","year":2010,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Life course approach; Perspective (graphical); Mental health; Course (navigation); Emergency management; Psychology; Medicine; Gerontology; Medical emergency; Psychiatry; Engineering; Political science; Computer science; Developmental psychology","score_opus":0.06123984005850947,"score_gpt":0.43203264025175486,"score_spread":0.3707928001932454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092983191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74449897,0.014809073,0.0016127378,0.18709211,0.00072081754,0.000117297466,0.00021843422,0.00001525412,0.050915226],"genre_scores_gemma":[0.9824867,0.012032718,0.00093799556,0.0025259804,0.00037154474,0.000037357688,0.00004126389,0.0000031894458,0.0015633893],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99914443,0.000647581,0.000012689399,0.000017906732,0.000036645648,0.00014067555],"domain_scores_gemma":[0.9968451,0.0015118337,0.00039051176,0.000078957455,0.00032723928,0.0008463676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016432139,0.00023166566,0.00023037796,0.0005572742,0.0013157718,0.0015400962,0.0004790444,0.00076720724,0.0062741786],"category_scores_gemma":[0.009981128,0.00013771816,0.0005519555,0.000349936,0.00064487406,0.0011177469,0.0011200844,0.0017183259,0.00018551562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087107846,0.00496595,0.42958057,0.0010671343,0.00070559984,0.0013417036,0.018641194,0.0012741718,0.00059964287,0.026703648,0.021667061,0.49258226],"study_design_scores_gemma":[0.00030106105,0.0035398349,0.76925325,0.003027588,0.0008975178,0.0014339169,0.13593525,0.0029487459,0.00087183877,0.039200116,0.042479742,0.00011121491],"about_ca_topic_score_codex":0.008048873,"about_ca_topic_score_gemma":0.029108278,"teacher_disagreement_score":0.008048873,"about_ca_system_score_codex":0.0010372931,"about_ca_system_score_gemma":0.0042056753,"threshold_uncertainty_score":0.02098924},"labels":[],"label_agreement":null},{"id":"W2098845949","doi":"10.1017/dmp.2015.11","title":"Redistribution of Emergency Department Patients After Disaster-Related Closures of a Public Versus Private Hospital in New York City","year":2015,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medical emergency; Public hospital; Emergency department; Public health; Redistribution (election); Medicine; Health care; Trauma center; Emergency medicine; Occupational safety and health; Emergency management; Injury prevention; Poison control; Retrospective cohort study; Nursing; Political science; Surgery","score_opus":0.16741412453955473,"score_gpt":0.41126862461328584,"score_spread":0.2438545000737311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098845949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996488,0.000021205784,0.000017781607,0.00006400088,0.000002905831,0.0000068771737,0.00011261239,7.9680234e-7,0.00012511609],"genre_scores_gemma":[0.999516,0.000030436306,0.000022087625,0.000041162177,0.0000075206285,0.000012432314,0.00020410724,0.0000010607794,0.00016531868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939334,0.0001499533,0.00006024471,0.0001360112,0.00008002994,0.0001803427],"domain_scores_gemma":[0.99822277,0.0002229785,0.0008513926,0.00007831941,0.00016408197,0.0004603465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044699703,0.00017180925,0.00026619018,0.00090516487,0.0008058432,0.0007077196,0.00048648767,0.0004428369,0.002937737],"category_scores_gemma":[0.0024567377,0.00022183014,0.00032059063,0.00090904604,0.00062651176,0.00078162266,0.0013141118,0.00067282113,0.00021660436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019202848,0.000071381706,0.99720997,0.000007902685,0.000026191383,0.000097616,0.0006259945,0.00006570719,0.0002483858,0.000019344316,0.00026033813,0.0011751639],"study_design_scores_gemma":[0.000007357639,0.000049237013,0.9978759,0.0000061170913,0.000004864786,0.000058372396,0.0017233297,0.00014587346,0.000040502615,0.000009496825,0.000074938565,0.0000040707714],"about_ca_topic_score_codex":0.06907497,"about_ca_topic_score_gemma":0.112169795,"teacher_disagreement_score":0.06907497,"about_ca_system_score_codex":0.0016361745,"about_ca_system_score_gemma":0.00095764006,"threshold_uncertainty_score":0.13734585},"labels":[],"label_agreement":null},{"id":"W2099669745","doi":"10.1017/dmp.2014.98","title":"Responding to a Radiological Crisis: Experiences of British Foreign Office Staff in Japan After the Fukushima Nuclear Meltdown","year":2014,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Response Biomedical (Canada)","funders":"Public Health England; King's College London; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Preparedness; Feeling; Radiological weapon; Stressor; Work (physics); Nuclear disaster; Burnout; Psychological intervention; Qualitative research; Medicine; Psychology; Nursing; Public relations; Political science; Social psychology; Engineering; Psychiatry; Sociology; Nuclear plant; Clinical psychology; Law; Social science","score_opus":0.08495133485256258,"score_gpt":0.39346453098770745,"score_spread":0.3085131961351449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099669745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977416,0.00034628276,0.00007015577,0.0007129904,0.000040994033,0.000010991615,0.000016622045,0.0000045265415,0.0010558233],"genre_scores_gemma":[0.99770194,0.00046906387,0.00008477234,0.0005474198,0.00001899638,0.000023751161,0.000020634106,0.000009590591,0.0011238176],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981772,0.0009045473,0.00006201487,0.00008736013,0.00017601781,0.0005929737],"domain_scores_gemma":[0.99626094,0.0008375611,0.00070139667,0.00009373161,0.0005411201,0.0015652506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023676946,0.0006069914,0.0005678859,0.00059475505,0.008614269,0.002778695,0.00091938407,0.0015280007,0.0017450509],"category_scores_gemma":[0.0046808845,0.00052171585,0.0002447202,0.00063411397,0.004925347,0.0013634748,0.0037225538,0.0022699416,0.0003603232],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018636529,0.000053788597,0.018056272,0.00014144875,0.000013527694,0.0014095751,0.973102,0.000028552418,0.001502203,0.00011201379,0.0013397292,0.0040544826],"study_design_scores_gemma":[0.0000031630123,0.000077659606,0.009683111,0.000036681282,0.0000049586597,0.0001618613,0.98776126,0.000011856473,0.00006892883,0.000020257521,0.0021568865,0.000013372061],"about_ca_topic_score_codex":0.0764927,"about_ca_topic_score_gemma":0.16213429,"teacher_disagreement_score":0.0764927,"about_ca_system_score_codex":0.0036729402,"about_ca_system_score_gemma":0.0037598833,"threshold_uncertainty_score":0.1520949},"labels":[],"label_agreement":null},{"id":"W2106476759","doi":"10.1097/dmp.0b013e3181620794","title":"Allocation of Ventilators in a Public Health Disaster","year":2008,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mailman School of Public Health, Columbia University; AIDS Institute, New York State Department of Health; School of Medicine, New York University; Centers for Disease Control and Prevention; York University; Weill Cornell Medical College; Mount Sinai Health System; New York City Department of Health and Mental Hygiene; New York State Department of Health","keywords":"Triage; Workgroup; Duty; Medical emergency; Public health; Health care; Medicine; Business; Nursing; Political science; Law; Computer science","score_opus":0.24673841161647225,"score_gpt":0.44529912947535727,"score_spread":0.19856071785888502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106476759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7347613,0.002566199,0.054250237,0.11553722,0.0017091358,0.0020322767,0.00059483765,0.0008876814,0.08766111],"genre_scores_gemma":[0.97828007,0.0005935896,0.013709643,0.002718621,0.00031245418,0.0004432957,0.00012184113,0.00002636472,0.0037941672],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99415886,0.0035461413,0.0004285621,0.0003449054,0.0007241206,0.0007974926],"domain_scores_gemma":[0.99004316,0.0041744947,0.0020353233,0.0006211863,0.0015941712,0.0015316956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007660997,0.0003793231,0.00024728285,0.0008854378,0.0034749662,0.0017036549,0.0014863202,0.0020777094,0.008400464],"category_scores_gemma":[0.02143724,0.00035715703,0.00029566974,0.00053195463,0.0031890448,0.0017046016,0.004092009,0.0019785555,0.00064298813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028278064,0.0017862684,0.19119151,0.0015101336,0.00019526196,0.0061484054,0.01883201,0.056294367,0.008279184,0.083859794,0.15604155,0.47303367],"study_design_scores_gemma":[0.0021393145,0.0056273467,0.22356063,0.0032789668,0.00026066694,0.008154344,0.08201445,0.09155128,0.013166529,0.1949416,0.37472633,0.0005785438],"about_ca_topic_score_codex":0.004566402,"about_ca_topic_score_gemma":0.006819196,"teacher_disagreement_score":0.008400464,"about_ca_system_score_codex":0.0042454414,"about_ca_system_score_gemma":0.011834661,"threshold_uncertainty_score":0.04051572},"labels":[],"label_agreement":null},{"id":"W2108202453","doi":"10.1017/dmp.2014.107","title":"Hubris: The Recurring Pandemic","year":2014,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hubris; Pandemic; Public health; Preparedness; Outbreak; Coronavirus disease 2019 (COVID-19); Faith; Political science; Criminology; Medicine; History; Law; Virology; Disease; Infectious disease (medical specialty); Sociology","score_opus":0.14584024022638825,"score_gpt":0.41478391529891595,"score_spread":0.2689436750725277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108202453","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104024686,0.10247895,0.0064274347,0.54407024,0.022261437,0.00013627234,0.001807867,0.0013649554,0.21742809],"genre_scores_gemma":[0.6441354,0.11891947,0.008488189,0.10906967,0.012094493,0.00014746963,0.0016805229,0.0003605133,0.10510429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994362,0.00012522891,0.000020076026,0.00009255082,0.00015269591,0.00017310191],"domain_scores_gemma":[0.9991441,0.00017848905,0.000120580225,0.00009798747,0.0001825633,0.0002762729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012628579,0.00045054336,0.0002784501,0.0007520893,0.0022665488,0.0031894497,0.00067205913,0.0025230483,0.010298012],"category_scores_gemma":[0.0029485393,0.00014230072,0.00027844292,0.00079760276,0.001803459,0.0028933783,0.0029632049,0.004259539,0.0018948996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002687403,0.00009899716,0.01163092,0.0011112228,0.00008393051,0.0030971714,0.010803473,0.00075646315,0.0058086202,0.152928,0.4721871,0.34122533],"study_design_scores_gemma":[0.00002117949,0.00011209327,0.011849605,0.00077856396,0.000047268764,0.0012229306,0.009610018,0.0005149322,0.0014825643,0.031044321,0.94327044,0.000046081313],"about_ca_topic_score_codex":0.013972795,"about_ca_topic_score_gemma":0.015994078,"teacher_disagreement_score":0.013972795,"about_ca_system_score_codex":0.0038221425,"about_ca_system_score_gemma":0.0060105855,"threshold_uncertainty_score":0.034450293},"labels":[],"label_agreement":null},{"id":"W2113466609","doi":"10.1001/dmp.2011.15","title":"Scarce Resources for Nuclear Detonation: Project Overview and Challenges","year":2011,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Content (measure theory); Detonation; Action (physics); Computer science; Computer security; Explosive material; Geography; Archaeology","score_opus":0.4958209741067268,"score_gpt":0.462657759955485,"score_spread":0.03316321415124179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113466609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6561143,0.043952934,0.03511799,0.09068359,0.00054307835,0.008952474,0.02631304,0.000936147,0.13738656],"genre_scores_gemma":[0.8915685,0.038614336,0.03708704,0.001726581,0.0002067945,0.0063065123,0.010013433,0.00015477015,0.014321991],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929295,0.00424925,0.0003161722,0.0003091071,0.0012199335,0.00097614963],"domain_scores_gemma":[0.99236554,0.0027013994,0.0008837685,0.00031470548,0.0023404895,0.0013941145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018477203,0.000683039,0.000629108,0.0025247424,0.0017437272,0.0049283253,0.0016144402,0.001326297,0.005107334],"category_scores_gemma":[0.010230489,0.00043544496,0.0004503815,0.0056598736,0.0009674859,0.0033676384,0.0042221285,0.00097083993,0.0007697718],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027595444,0.002275028,0.10544128,0.013035582,0.0005169946,0.0017635543,0.011046471,0.023967005,0.0038550568,0.06498915,0.08892569,0.6814247],"study_design_scores_gemma":[0.0005418687,0.006905496,0.2693158,0.008613683,0.00079282396,0.0015862173,0.16085182,0.024260698,0.011023124,0.03871612,0.47698438,0.00040793026],"about_ca_topic_score_codex":0.021792624,"about_ca_topic_score_gemma":0.035851352,"teacher_disagreement_score":0.021792624,"about_ca_system_score_codex":0.005265356,"about_ca_system_score_gemma":0.024137463,"threshold_uncertainty_score":0.09771794},"labels":[],"label_agreement":null},{"id":"W2121124305","doi":"10.1001/dmp.2011.14","title":"Resource Allocation After a Nuclear Detonation Incident: Unaltered Standards of Ethical Decision Making","year":2011,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; Rationing; Intervention (counseling); Resource (disambiguation); Health care rationing; Resource allocation; Principle of double effect; Order (exchange); Presentation (obstetrics); Medicine; Risk analysis (engineering); Psychology; Business; Actuarial science; Nursing; Computer science; Health care; Political science; Law","score_opus":0.12789542112833127,"score_gpt":0.4489322021439954,"score_spread":0.32103678101566413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121124305","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007711129,0.012024081,0.21600987,0.70732224,0.00768411,0.00093330425,0.000044125936,0.00022913741,0.04804209],"genre_scores_gemma":[0.4417053,0.010794557,0.3549122,0.16852564,0.009101465,0.0035925177,0.00012344719,0.0003764307,0.010868512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.63513905,0.2803651,0.02300745,0.009802794,0.04368711,0.007998534],"domain_scores_gemma":[0.64935225,0.25873584,0.017102547,0.026283668,0.035084233,0.01344141],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.33493254,0.0015019308,0.002534165,0.0022594184,0.010990596,0.028303247,0.008679083,0.031073006,0.0023945018],"category_scores_gemma":[0.344948,0.0014663585,0.0018112342,0.0014606391,0.07164405,0.021722982,0.020238284,0.044614963,0.0016918201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097834505,0.00018330835,0.0011743415,0.0004495278,0.0000660155,0.0008730208,0.031140512,0.0032650244,0.000610123,0.82450086,0.05098886,0.08665056],"study_design_scores_gemma":[0.00008359616,0.0001163811,0.0004934101,0.002043944,0.000023296961,0.00071816385,0.00880123,0.0029978165,0.00048170867,0.85702425,0.12701471,0.00020159908],"about_ca_topic_score_codex":0.0037980822,"about_ca_topic_score_gemma":0.005622198,"teacher_disagreement_score":0.33493254,"about_ca_system_score_codex":0.013750945,"about_ca_system_score_gemma":0.06391071,"threshold_uncertainty_score":0.82014656},"labels":[],"label_agreement":null},{"id":"W2123075825","doi":"10.1001/dmp.2011.73","title":"Literature Review and Global Consensus on Management of Acute Radiation Syndrome Affecting Nonhematopoietic Organ Systems","year":2011,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Acute Radiation Syndrome; Medicine; Intensive care medicine; Biology; Cell biology","score_opus":0.057782135824705726,"score_gpt":0.3811229620465829,"score_spread":0.3233408262218772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123075825","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000336221,0.9886956,0.0005268867,0.007545286,0.0011013246,0.000220286,0.00019829362,0.000016439424,0.001359575],"genre_scores_gemma":[0.0045217583,0.9858004,0.0026114082,0.0055224285,0.0006340501,0.0003900507,0.00031583715,0.000009907685,0.00019424697],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97761154,0.006518261,0.010626987,0.0013066592,0.0033696373,0.00056695315],"domain_scores_gemma":[0.9407047,0.034669567,0.010554147,0.0010873174,0.011825134,0.0011592087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026963405,0.001973452,0.005509282,0.025589637,0.0015716635,0.0047478285,0.005217225,0.0054089674,0.0048824553],"category_scores_gemma":[0.07448034,0.0011243465,0.005385099,0.014844091,0.0020890129,0.00569747,0.003916291,0.0032554609,0.0012249086],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016706137,0.000051142884,0.0011199503,0.58754176,0.0013943205,0.00067118567,0.0012692201,0.00036315832,0.0004712627,0.003645166,0.039806996,0.36349884],"study_design_scores_gemma":[0.00005480865,0.00007150202,0.0011805736,0.88270754,0.003367055,0.00070902,0.00088669604,0.000081648766,0.00017325113,0.0021058067,0.108623,0.000039043207],"about_ca_topic_score_codex":0.0050283447,"about_ca_topic_score_gemma":0.007606326,"teacher_disagreement_score":0.026963405,"about_ca_system_score_codex":0.0053368304,"about_ca_system_score_gemma":0.024805963,"threshold_uncertainty_score":0.1425978},"labels":[],"label_agreement":null},{"id":"W2141350385","doi":"10.1017/dmp.2013.10","title":"Competency-Based Standardized Training for Humanitarian Providers: Making Humanitarian Assistance a Professional Discipline","year":2013,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Professionalization; Core competency; Accountability; Training (meteorology); Medical education; Humanitarian aid; Psychology; Public relations; Nursing; Business; Medicine; Political science; Marketing","score_opus":0.18809356851966985,"score_gpt":0.45606091213175265,"score_spread":0.2679673436120828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141350385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38930902,0.007149305,0.23689169,0.13858703,0.003555287,0.0068195486,0.00047082783,0.0010685321,0.2161488],"genre_scores_gemma":[0.7137639,0.00577765,0.25850174,0.0077945753,0.00048209296,0.0024617617,0.0005582707,0.000059775215,0.010600232],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99480313,0.0026481217,0.0002923063,0.00013327342,0.0017690185,0.00035412656],"domain_scores_gemma":[0.9912594,0.0020437227,0.001084775,0.00059805444,0.0026246852,0.0023892752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009395563,0.0003347024,0.0001841677,0.00093607407,0.00096670905,0.0013369323,0.00089223846,0.00091967627,0.0025055585],"category_scores_gemma":[0.029752204,0.00016005975,0.0002279244,0.000468158,0.0013980437,0.0020805865,0.0039209365,0.002077824,0.00066850195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006484838,0.0017095174,0.016254986,0.00081578636,0.000013145366,0.00029262155,0.008364051,0.0017867199,0.004271326,0.024717417,0.040485427,0.90122414],"study_design_scores_gemma":[0.00041860732,0.0044177393,0.21904124,0.0138486745,0.00007103736,0.0053853197,0.04161695,0.014777907,0.026746074,0.1157545,0.5575846,0.0003374287],"about_ca_topic_score_codex":0.004082907,"about_ca_topic_score_gemma":0.009274,"teacher_disagreement_score":0.009395563,"about_ca_system_score_codex":0.0017817536,"about_ca_system_score_gemma":0.0232531,"threshold_uncertainty_score":0.049689114},"labels":[],"label_agreement":null},{"id":"W2143932921","doi":"10.1001/dmp.2011.45","title":"Information Technology Systems for Critical Care Triage and Medical Response During an Influenza Pandemic: A Review of Current Systems","year":2011,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; U.S. Department of Homeland Security","keywords":"Triage; Pandemic; Medical emergency; Preparedness; Medicine; Political science; Business; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease","score_opus":0.19243417110895658,"score_gpt":0.48351822528996796,"score_spread":0.29108405418101135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143932921","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021975563,0.9969171,0.00019322034,0.0011973857,0.00013731775,0.000021843123,0.000046933157,0.000010140332,0.0012562115],"genre_scores_gemma":[0.002513396,0.9961892,0.00062825467,0.0003880446,0.00009728524,0.000025823052,0.00006536495,0.0000028354516,0.000089900386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939739,0.0015810998,0.0017775036,0.00039471575,0.0019915833,0.0002812395],"domain_scores_gemma":[0.9610364,0.027207982,0.003447064,0.0005019858,0.0072458745,0.0005607067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009474971,0.0010065703,0.0013319674,0.021269314,0.0011134725,0.0036604148,0.0018031853,0.0020722137,0.0023370918],"category_scores_gemma":[0.023257768,0.00071412197,0.0015414424,0.024975823,0.0020110253,0.00507605,0.001230728,0.0017238035,0.0005885075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006823383,0.00006025843,0.0021509968,0.14793524,0.00032689297,0.00014511876,0.0013732162,0.00062660914,0.0003991404,0.0059718806,0.027276928,0.8136655],"study_design_scores_gemma":[0.000034928074,0.00022153127,0.01773205,0.28397274,0.001526035,0.0006776582,0.0021480601,0.0005648116,0.00055487524,0.0029735363,0.6895115,0.00008227836],"about_ca_topic_score_codex":0.05485404,"about_ca_topic_score_gemma":0.0894782,"teacher_disagreement_score":0.05485404,"about_ca_system_score_codex":0.010236938,"about_ca_system_score_gemma":0.025172258,"threshold_uncertainty_score":0.109069526},"labels":[],"label_agreement":null},{"id":"W2147373386","doi":"10.1001/dmp.2011.68","title":"First Global Consensus for Evidence-Based Management of the Hematopoietic Syndrome Resulting From Exposure to Ionizing Radiation","year":2011,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention; National Institutes of Health; U.S. Department of Defense","keywords":"Acute Radiation Syndrome; Randomized controlled trial; Grading (engineering); Psychological intervention; Medicine; MEDLINE; Narrative review; Evidence-based medicine; Family medicine; Intensive care medicine; Alternative medicine; Pathology; Haematopoiesis; Psychiatry; Political science","score_opus":0.1676647836460384,"score_gpt":0.39780685650180087,"score_spread":0.23014207285576246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147373386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017148944,0.57186985,0.025501229,0.3092492,0.053798188,0.0066832784,0.00444143,0.00081067823,0.025931226],"genre_scores_gemma":[0.031816114,0.4985958,0.2827107,0.12838827,0.011065797,0.01773604,0.0129594635,0.00086942205,0.015858492],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.92919993,0.024449598,0.02605715,0.0033171445,0.014586488,0.0023896096],"domain_scores_gemma":[0.7918389,0.06774994,0.026195703,0.0094864555,0.092793085,0.011935947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1017642,0.002809195,0.008174735,0.017810144,0.0036730082,0.010807967,0.013886413,0.020967567,0.012470242],"category_scores_gemma":[0.17670207,0.0023583265,0.014084131,0.008402081,0.003562189,0.007117825,0.012771079,0.017465545,0.009066575],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004900697,0.00024170858,0.0014280514,0.14302507,0.0019227936,0.00060566457,0.002097444,0.0009035631,0.0015928536,0.016172428,0.4633425,0.36817786],"study_design_scores_gemma":[0.00032223333,0.00014659287,0.0016592348,0.31760007,0.0021438065,0.000520499,0.00079618016,0.0003652803,0.0005933859,0.012681424,0.66303164,0.00013969939],"about_ca_topic_score_codex":0.007999815,"about_ca_topic_score_gemma":0.0064896434,"teacher_disagreement_score":0.1017642,"about_ca_system_score_codex":0.011942526,"about_ca_system_score_gemma":0.056797843,"threshold_uncertainty_score":0.53818697},"labels":[],"label_agreement":null},{"id":"W2151945595","doi":"10.1017/dmp.2014.24","title":"An Analysis of Mass Casualty Incidents in the Setting of Mass Gatherings and Special Events","year":2014,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Travel-related health issues","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Mass-casualty incident; Poison control; Preparedness; Injury prevention; Medical emergency; Occupational safety and health; Suicide prevention; Mass Casualty; Human factors and ergonomics; Emergency management; Public health; Forensic engineering; Medicine; Computer security; Environmental health; Engineering; Political science; Computer science; Nursing","score_opus":0.04685614787736472,"score_gpt":0.377359525449755,"score_spread":0.33050337757239023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151945595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92598325,0.047094688,0.0016602343,0.000437907,0.00013464522,0.00068217865,0.0195134,0.00005332322,0.004440336],"genre_scores_gemma":[0.9623167,0.020830154,0.003951579,0.00021456575,0.00013594024,0.00048277943,0.011657114,0.000010534136,0.00040070454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959746,0.00079221785,0.0019278472,0.00047861424,0.0006951053,0.00013156144],"domain_scores_gemma":[0.9677498,0.011563606,0.012393794,0.00065501296,0.006931408,0.00070640916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040789596,0.00031948002,0.00073353935,0.033123527,0.00060400006,0.0009738499,0.00087270007,0.0006729506,0.0031727417],"category_scores_gemma":[0.020375624,0.00026578797,0.0009173466,0.018517407,0.00030421567,0.0015834083,0.00082378404,0.0003490542,0.00046988062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022768196,0.00011974882,0.9388623,0.006552705,0.0004007296,0.0017633415,0.0017279693,0.00022940773,0.0002854119,0.00021171573,0.0024144142,0.04720468],"study_design_scores_gemma":[0.000019693542,0.00025423814,0.98368245,0.0021241824,0.00036098805,0.002556562,0.006479864,0.00053382025,0.00022945796,0.00012174967,0.0036075094,0.000029460498],"about_ca_topic_score_codex":0.006393317,"about_ca_topic_score_gemma":0.010328489,"teacher_disagreement_score":0.033123527,"about_ca_system_score_codex":0.0008327684,"about_ca_system_score_gemma":0.0017787676,"threshold_uncertainty_score":0.021571815},"labels":[],"label_agreement":null},{"id":"W2160664177","doi":"10.1017/dmp.2015.29","title":"Innovative Methods for the Benefit of Public Health Using Space Technologies for Disaster Response","year":2015,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"National Aeronautics and Space Administration","keywords":"Emergency management; Space (punctuation); Preparedness; Relief Work; Business; Disaster preparedness; Disaster response; Resilience (materials science); Computer security; Medical emergency; Computer science; Medicine; Political science","score_opus":0.31325485400441727,"score_gpt":0.5009556923235123,"score_spread":0.18770083831909506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160664177","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04561104,0.103036135,0.5615004,0.058641072,0.008806026,0.0016754047,0.0010557978,0.0019369486,0.2177373],"genre_scores_gemma":[0.37265787,0.07201076,0.48631045,0.011300021,0.0032456052,0.0020494887,0.0005194547,0.00027702207,0.051629473],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99822444,0.0008554178,0.00006943202,0.00021595886,0.00052952406,0.000105262596],"domain_scores_gemma":[0.9976949,0.0011041636,0.00021614731,0.00037830372,0.00043426128,0.00017226853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033231024,0.00068562233,0.0004891477,0.001905819,0.0010057607,0.0029656037,0.0012229297,0.0017521449,0.01574687],"category_scores_gemma":[0.00417451,0.00026961174,0.0008693231,0.0013740982,0.0027038185,0.0032177565,0.0029501459,0.001658534,0.0029968095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027175917,0.00040981657,0.0036463274,0.002979347,0.0001993777,0.00041248993,0.0023780772,0.002171331,0.038728267,0.19390127,0.032601245,0.7223008],"study_design_scores_gemma":[0.00022179857,0.0014620388,0.006920919,0.0017520674,0.000274924,0.0016184368,0.0042900215,0.005354698,0.03225569,0.17504579,0.7706326,0.00017100164],"about_ca_topic_score_codex":0.0008596743,"about_ca_topic_score_gemma":0.0011350585,"teacher_disagreement_score":0.01574687,"about_ca_system_score_codex":0.0010961926,"about_ca_system_score_gemma":0.002175669,"threshold_uncertainty_score":0.052678525},"labels":[],"label_agreement":null},{"id":"W2168301167","doi":"10.1017/dmp.2013.39","title":"Nonclinical Core Competencies and Effects of Interprofessional Teamwork in Disaster and Emergency Response Training and Practice: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Public Health Ontario; University of Toronto; Professional Engineers Ontario","funders":"","keywords":"Core competency; Teamwork; Thematic analysis; Preparedness; Context (archaeology); Psychology; Medical education; Emergency management; Occupational safety and health; Interpersonal communication; Applied psychology; Nursing; Medicine; Qualitative research; Political science; Social psychology; Business","score_opus":0.22790921336816694,"score_gpt":0.4942031929887199,"score_spread":0.26629397962055296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168301167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863774,0.000033440792,0.00007989816,0.00007123851,0.0000052170744,0.0001151214,0.000008040207,0.0000021828,0.0010470349],"genre_scores_gemma":[0.998904,0.000057134006,0.00038290763,0.00003725202,0.0000032650717,0.00016352806,0.000012345942,0.000001468593,0.00043819932],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99287283,0.003810864,0.00020783112,0.00035804484,0.0011865085,0.0015638674],"domain_scores_gemma":[0.98095775,0.009068023,0.0017331921,0.00078177516,0.0019766956,0.0054825274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066775098,0.00033633018,0.0003437528,0.0007822441,0.0030153864,0.001282596,0.0007806925,0.0005385471,0.002789186],"category_scores_gemma":[0.019479457,0.0004283295,0.00032108006,0.00039818062,0.0018114856,0.0007571201,0.0028418137,0.0013233254,0.00020673625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018699686,0.03680325,0.33459514,0.000857901,0.000098001954,0.0014103261,0.45209098,0.00041508692,0.005232644,0.0008427857,0.0016307635,0.16415319],"study_design_scores_gemma":[0.00036084288,0.009126905,0.7112646,0.00029666306,0.000048660626,0.00043758244,0.27231073,0.000471659,0.0011397349,0.00044026642,0.004048945,0.00005334374],"about_ca_topic_score_codex":0.022120029,"about_ca_topic_score_gemma":0.055509698,"teacher_disagreement_score":0.022120029,"about_ca_system_score_codex":0.003915296,"about_ca_system_score_gemma":0.012585322,"threshold_uncertainty_score":0.043982565},"labels":[],"label_agreement":null},{"id":"W2203123426","doi":"10.1017/dmp.2015.115","title":"Ebola, Quarantine, and the Scale of Ethics","year":2015,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quarantine; Virology; Scale (ratio); Disaster planning; Political science; Geography; Biology; Medical emergency; Medicine; Poison control; Suicide prevention; Ecology; Cartography","score_opus":0.2453829608549888,"score_gpt":0.4488655241157994,"score_spread":0.20348256326081057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203123426","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055666573,0.07542415,0.016449591,0.5769875,0.0020587663,0.00008450349,0.000023533135,0.00004490879,0.27326047],"genre_scores_gemma":[0.9653448,0.006994484,0.0034107594,0.019073792,0.0008992078,0.00010473801,0.000008102109,0.000020817872,0.0041432986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96555024,0.028488219,0.0006224332,0.0010647494,0.0030105722,0.0012636234],"domain_scores_gemma":[0.94762814,0.042854592,0.0029021027,0.0022945844,0.002538993,0.0017815662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03643913,0.000363016,0.00050600735,0.0014102445,0.00752536,0.010374137,0.00117164,0.0050698505,0.00317797],"category_scores_gemma":[0.039536905,0.0003209922,0.00035761678,0.0009095767,0.097221866,0.011838397,0.009337365,0.008513718,0.0002569665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024514984,0.000028237437,0.00081412826,0.00014906666,0.000009661098,0.0001489294,0.017267035,0.000257126,0.0002119503,0.96049565,0.005004325,0.015589206],"study_design_scores_gemma":[0.000021018182,0.000050497423,0.0016025032,0.00070990203,0.0000061362066,0.0003198068,0.019126346,0.00034028778,0.00018366185,0.87744653,0.100166276,0.000027108395],"about_ca_topic_score_codex":0.0022657542,"about_ca_topic_score_gemma":0.002119025,"teacher_disagreement_score":0.03643913,"about_ca_system_score_codex":0.0073500555,"about_ca_system_score_gemma":0.007683138,"threshold_uncertainty_score":0.19271088},"labels":[],"label_agreement":null},{"id":"W2222231631","doi":"10.1017/dmp.2015.94","title":"Evacuation of Intensive Care Units During Disaster: Learning From the Hurricane Sandy Experience","year":2015,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Preparedness; Medical emergency; Intensive care unit; Medicine; Prioritization; Disaster medicine; Nursing; Poison control; Suicide prevention; Intensive care medicine; Business","score_opus":0.25726008186020166,"score_gpt":0.44785200566757605,"score_spread":0.19059192380737439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222231631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905518,0.00063232245,0.00022625997,0.0048624487,0.00007506125,0.000041369036,0.000034371806,0.00002357764,0.0035527356],"genre_scores_gemma":[0.99577844,0.0012802794,0.0004130599,0.0014931683,0.00006125843,0.000037334845,0.00005045194,0.000008919151,0.0008769742],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975642,0.0014302614,0.000104813145,0.000121260215,0.00027886115,0.0005007142],"domain_scores_gemma":[0.99474585,0.0017660477,0.0010996261,0.00015297349,0.0004728039,0.0017627295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030073223,0.00031828225,0.00027377752,0.00044059684,0.0028264243,0.0017111665,0.0007171736,0.0009351462,0.0029603846],"category_scores_gemma":[0.01290831,0.000429383,0.00033275556,0.00026432428,0.0021589089,0.00220475,0.004095872,0.0020363436,0.00034110362],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021411528,0.0006978868,0.23440027,0.000800438,0.000090922564,0.0037863562,0.6570603,0.0005860152,0.0017848812,0.0003873215,0.022219613,0.0779718],"study_design_scores_gemma":[0.00004386569,0.0011208983,0.14943717,0.00063608336,0.00003297109,0.002561886,0.81280434,0.00029306236,0.0004565614,0.00040734053,0.03213829,0.00006760074],"about_ca_topic_score_codex":0.0043478445,"about_ca_topic_score_gemma":0.010688033,"teacher_disagreement_score":0.0043478445,"about_ca_system_score_codex":0.0010977512,"about_ca_system_score_gemma":0.0021651017,"threshold_uncertainty_score":0.015904427},"labels":[],"label_agreement":null},{"id":"W2316360978","doi":"10.1017/dmp.2014.73","title":"Breakout Session 5 Summary: Development of Evidence-Based Technical Guidance and Education/ Training Programs for the Advancement of Health and Disaster Risk Management Capabilities","year":2014,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Breakout; Session (web analytics); Training (meteorology); Risk analysis (engineering); Medical emergency; Medical education; Business; Medicine; Geography","score_opus":0.2400401733115374,"score_gpt":0.4545035007762645,"score_spread":0.2144633274647271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316360978","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007240605,0.008593754,0.009668684,0.46955675,0.34529728,0.02685784,0.014793735,0.003257525,0.11473373],"genre_scores_gemma":[0.03363096,0.007854176,0.01547656,0.19795221,0.118806735,0.036122523,0.01142881,0.0013649787,0.577363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99419266,0.0016056628,0.00057990785,0.0006595996,0.0016095476,0.0013525473],"domain_scores_gemma":[0.9709334,0.0035111925,0.0017536978,0.0009195592,0.011869219,0.011013022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014482391,0.002558015,0.0023535835,0.001418628,0.0035882622,0.0047912956,0.0026515017,0.017011667,0.27242714],"category_scores_gemma":[0.02825608,0.0008972662,0.0027510945,0.00055187475,0.00067115953,0.0030980986,0.0067892475,0.009799706,0.12285335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006332759,0.00032698072,0.00021544361,0.0006872719,0.0000239732,0.000052975523,0.00009885311,0.000073296316,0.00036101768,0.0003361669,0.97517145,0.02201948],"study_design_scores_gemma":[0.0011825508,0.0010541922,0.006575685,0.0015571468,0.000059572536,0.00008692528,0.00051498413,0.00019914575,0.00058045634,0.0026209655,0.98548603,0.00008234058],"about_ca_topic_score_codex":0.0037113463,"about_ca_topic_score_gemma":0.009986997,"teacher_disagreement_score":0.27242714,"about_ca_system_score_codex":0.003708979,"about_ca_system_score_gemma":0.010438652,"threshold_uncertainty_score":0.91135955},"labels":[],"label_agreement":null},{"id":"W2316480109","doi":"10.1017/dmp.2016.35","title":"Zika Virus Infection and the Flint, Michigan, Water Crisis: A Study in Surprising Commonalities","year":2016,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Zika virus; Content (measure theory); Virology; Political science; Virus; Medicine","score_opus":0.07851525779174538,"score_gpt":0.3749272258818234,"score_spread":0.296411968090078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316480109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813324,0.00014602955,0.000020652104,0.00072439347,0.0000059546733,0.000009864193,0.00008068364,7.472328e-7,0.0008784677],"genre_scores_gemma":[0.99911255,0.00024617746,0.000035913068,0.00020610035,0.00002073729,0.000020903404,0.00007082349,0.0000014637592,0.000285429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993187,0.00030343258,0.000038288854,0.00008130789,0.000065472246,0.00019283486],"domain_scores_gemma":[0.99871016,0.00034147818,0.00044709755,0.00007983746,0.00010472641,0.0003167468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079615164,0.00015918913,0.00021751934,0.00091520697,0.0028790364,0.0014608246,0.00035045648,0.0007008667,0.0024465246],"category_scores_gemma":[0.0034582054,0.00028931475,0.00019159072,0.0014391142,0.0012722925,0.0021449386,0.0016221289,0.0011008857,0.00016077576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017458912,0.00023085027,0.944286,0.000030831805,0.000052284908,0.0008588515,0.045644548,0.000011920367,0.0003737999,0.0005803482,0.0014048237,0.006351157],"study_design_scores_gemma":[0.0000075591424,0.00012888646,0.9137189,0.00003669524,0.000022439994,0.0004626994,0.08399961,0.0000510852,0.000052568368,0.0001375188,0.0013715777,0.000010460875],"about_ca_topic_score_codex":0.09647447,"about_ca_topic_score_gemma":0.21503782,"teacher_disagreement_score":0.09647447,"about_ca_system_score_codex":0.0019358248,"about_ca_system_score_gemma":0.0014902778,"threshold_uncertainty_score":0.19182587},"labels":[],"label_agreement":null},{"id":"W2319128396","doi":"10.1001/dmp.2010.20","title":"Responding to the Gulf Oil Spill: A Herculean Task","year":2010,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Youth Services Bureau of Ottawa","funders":"","keywords":"Oil spill; Task (project management); Deepwater horizon; Computer security; Computer science; Business; Transport engineering; Petroleum engineering; Engineering","score_opus":0.030071348171961217,"score_gpt":0.32565446108265766,"score_spread":0.29558311291069644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319128396","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07546077,0.005936711,0.0023227187,0.82662266,0.010080836,0.0016424746,0.0013583617,0.00048211036,0.076093435],"genre_scores_gemma":[0.37818098,0.029434046,0.031326823,0.29054722,0.006283312,0.00237691,0.0045961053,0.0011246975,0.25612986],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553514,0.0015649339,0.0003382442,0.00027505486,0.00073551794,0.0015510669],"domain_scores_gemma":[0.9742916,0.005665956,0.0011415639,0.0010544879,0.00803607,0.009810291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020120937,0.0011056883,0.0008366765,0.0015630069,0.024832891,0.0069905426,0.0017323856,0.0067852484,0.022322092],"category_scores_gemma":[0.028909503,0.0007747635,0.0005851586,0.0011866541,0.0028562176,0.0037912845,0.009089529,0.011826164,0.008373763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012416781,0.00025564083,0.0035954,0.0003125925,0.000015988251,0.00046510343,0.016116945,0.00030515494,0.0012049688,0.002714393,0.85049176,0.124397926],"study_design_scores_gemma":[0.000048921986,0.0002115976,0.016739331,0.0014145642,0.000021851136,0.00038627288,0.16643648,0.00053370383,0.0007787211,0.0053096698,0.8080125,0.00010639857],"about_ca_topic_score_codex":0.12095943,"about_ca_topic_score_gemma":0.19433498,"teacher_disagreement_score":0.12095943,"about_ca_system_score_codex":0.010190049,"about_ca_system_score_gemma":0.06527303,"threshold_uncertainty_score":0.24051076},"labels":[],"label_agreement":null},{"id":"W2330478285","doi":"10.1017/dmp.2015.171","title":"Comparing the Accuracy of Three Pediatric Disaster Triage Strategies: A Simulation-Based Investigation","year":2016,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"U.S. Public Health Service","keywords":"Triage; Interquartile range; Medicine; Emergency medicine; Medical emergency; Internal medicine","score_opus":0.25461915519952516,"score_gpt":0.4470784285522901,"score_spread":0.19245927335276491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330478285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983576,0.000055426597,0.0011640295,0.000060766204,0.0000044388767,0.00009909339,0.00007298206,0.000009442739,0.00017625913],"genre_scores_gemma":[0.9970631,0.00007325992,0.0025038624,0.000030424422,0.0000047958847,0.00014195712,0.00014504495,0.0000029308353,0.000034765537],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98959523,0.0073748706,0.00076290785,0.00074145553,0.0011101277,0.00041541763],"domain_scores_gemma":[0.9068637,0.079410985,0.0071590845,0.0026914782,0.0024861477,0.0013887323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017782297,0.0005735972,0.00059258426,0.001015508,0.00030139033,0.0009071675,0.0010053895,0.0009436817,0.0011857863],"category_scores_gemma":[0.08441437,0.0004192231,0.0011935362,0.0005812365,0.0007600413,0.0011291148,0.00122836,0.0009297809,0.00014420623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008471456,0.0042243274,0.9058516,0.0004318325,0.0010683473,0.00013829693,0.0030904545,0.036765616,0.0006804215,0.00060657226,0.0006321368,0.038038928],"study_design_scores_gemma":[0.002079363,0.049648207,0.6157587,0.0004547177,0.001013895,0.0006999096,0.005106537,0.31858313,0.003404134,0.0017286935,0.0013436796,0.0001790056],"about_ca_topic_score_codex":0.0038829194,"about_ca_topic_score_gemma":0.0031809078,"teacher_disagreement_score":0.017782297,"about_ca_system_score_codex":0.0014877872,"about_ca_system_score_gemma":0.0021668526,"threshold_uncertainty_score":0.0940429},"labels":[],"label_agreement":null},{"id":"W2345297242","doi":"10.1017/dmp.2016.20","title":"Delivering Flexible Education and Training to Health Professionals: Caring for Older Adults in Disasters","year":2016,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Armed Forces","funders":"Uniformed Services University of the Health Sciences; Henry M. Jackson Foundation; U.S. Department of Defense","keywords":"Curriculum; Preparedness; Medical education; Capstone; Flexibility (engineering); Medicine; Health care; Population; Nursing; Psychology; Pedagogy; Political science","score_opus":0.12098449355754519,"score_gpt":0.4588848754015826,"score_spread":0.3379003818440374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345297242","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48348323,0.013653033,0.08743973,0.16313155,0.015041106,0.01114418,0.0010554706,0.001862413,0.22318926],"genre_scores_gemma":[0.57343066,0.029868541,0.26156166,0.04030736,0.0028052032,0.0064984676,0.0014572279,0.00015111917,0.08391976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991986,0.0002001249,0.00005753097,0.000054813623,0.00021531802,0.0002735589],"domain_scores_gemma":[0.99776936,0.0004011155,0.000256651,0.00007166061,0.00024608342,0.0012551267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003078706,0.0004862983,0.0002425564,0.00060722424,0.0015814163,0.0014105056,0.0010546654,0.0018254241,0.006250126],"category_scores_gemma":[0.0053011556,0.00033099894,0.00045837165,0.00026887553,0.00097648334,0.0015069799,0.005270648,0.0022668487,0.0016604933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007992142,0.0035489448,0.010802288,0.002225533,0.000017932663,0.0010676549,0.027354175,0.0017263743,0.0049445652,0.0068819975,0.19332756,0.748023],"study_design_scores_gemma":[0.00032067508,0.0020666858,0.09761042,0.005583962,0.000040990646,0.0032738869,0.033600904,0.0021009217,0.0041655838,0.01681545,0.83428484,0.00013571163],"about_ca_topic_score_codex":0.0030608808,"about_ca_topic_score_gemma":0.011366059,"teacher_disagreement_score":0.006250126,"about_ca_system_score_codex":0.00142662,"about_ca_system_score_gemma":0.008587921,"threshold_uncertainty_score":0.020908713},"labels":[],"label_agreement":null},{"id":"W2398112324","doi":"10.1017/dmp.2015.62","title":"Enhancing the Relevance of Incident Management Systems in Public Health Emergency Preparedness: A Novel Conceptual Framework","year":2015,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"George Brown College; Public Health Ontario; University of Toronto","funders":"","keywords":"Relevance (law); Emergency management; Preparedness; Incident management; Conceptual framework; Public health; Conceptual model; Medical emergency; Poison control; Computer science; Business; Computer security; Medicine; Political science; Sociology; Nursing","score_opus":0.12089526233602896,"score_gpt":0.38547443537109455,"score_spread":0.2645791730350656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398112324","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08454078,0.0032218047,0.49235103,0.106993586,0.0005357444,0.00077290536,0.0002448981,0.00028686767,0.31105235],"genre_scores_gemma":[0.910701,0.0011833835,0.08103187,0.0010201777,0.00013284832,0.00047875004,0.00006627176,0.000041731833,0.0053438484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99302554,0.0047114436,0.00022673527,0.00044836508,0.0009368252,0.0006511541],"domain_scores_gemma":[0.9927233,0.0037779475,0.00084064354,0.00045885437,0.0013257298,0.0008734814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011248893,0.00089279556,0.0004512153,0.0042506377,0.0061448473,0.015120612,0.0026660515,0.0032853663,0.0036751342],"category_scores_gemma":[0.00908693,0.00057220756,0.00080764404,0.0032809004,0.035801437,0.011342314,0.0060708057,0.002831113,0.00029962492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048778716,0.000020429638,0.000504742,0.00006971983,0.0000034949253,0.00006984487,0.010963837,0.001204133,0.00012340592,0.9824959,0.0007257189,0.0038139499],"study_design_scores_gemma":[0.000047733723,0.00007634174,0.0020807274,0.0007231355,0.0000321677,0.00020388394,0.051308587,0.013047845,0.00046550157,0.80569774,0.12625484,0.00006141853],"about_ca_topic_score_codex":0.071556896,"about_ca_topic_score_gemma":0.05593175,"teacher_disagreement_score":0.071556896,"about_ca_system_score_codex":0.023462165,"about_ca_system_score_gemma":0.02595616,"threshold_uncertainty_score":0.17023069},"labels":[],"label_agreement":null},{"id":"W2580819326","doi":"10.1017/dmp.2016.172","title":"Defining Roles for Pharmacy Personnel in Disaster Response and Emergency Preparedness","year":2017,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Canadian Armed Forces; York University; University of Toronto","funders":"University of Toronto","keywords":"Pharmacy; Preparedness; Disaster medicine; Emergency management; Medical emergency; Work (physics); Medicine; Natural disaster; Business; Public relations; Nursing; Poison control; Suicide prevention; Political science; Engineering","score_opus":0.17194818834427475,"score_gpt":0.4949342979823254,"score_spread":0.32298610963805063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580819326","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7094848,0.020242637,0.029669672,0.15344822,0.0026157473,0.0018164426,0.00021028634,0.00023308654,0.0822791],"genre_scores_gemma":[0.95649225,0.008783596,0.02068866,0.009759196,0.00020387696,0.00046504493,0.00011047207,0.000047002235,0.0034500358],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9804221,0.012858553,0.0014385241,0.0004949059,0.0017742763,0.0030116246],"domain_scores_gemma":[0.9681627,0.013118504,0.004555145,0.00070479774,0.0064679487,0.0069909496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02523745,0.00039632517,0.00036576274,0.0025815587,0.010037793,0.008416436,0.0017488843,0.0029247217,0.0040536486],"category_scores_gemma":[0.042144977,0.0005347367,0.0006049189,0.0019675284,0.005695515,0.009659341,0.008310727,0.0040338724,0.0009966148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020023364,0.0004548504,0.10358761,0.0031766836,0.00005228373,0.0028590208,0.5492452,0.0003000238,0.0031566701,0.020215428,0.023939108,0.29281306],"study_design_scores_gemma":[0.000029493796,0.00040447927,0.03283931,0.0022231962,0.000028281818,0.0014591462,0.8689494,0.0002829395,0.00070676516,0.0049388297,0.088048495,0.00008959232],"about_ca_topic_score_codex":0.007460453,"about_ca_topic_score_gemma":0.014763301,"teacher_disagreement_score":0.02523745,"about_ca_system_score_codex":0.004886625,"about_ca_system_score_gemma":0.028574035,"threshold_uncertainty_score":0.13347},"labels":[],"label_agreement":null},{"id":"W2742035694","doi":"10.1017/dmp.2017.52","title":"Diagnostic Imaging in Disasters: A Bibliometric Analysis","year":2017,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Preparedness; Medicine; Emergency management; Disaster medicine; MEDLINE; Public health; Terrorism; China; Outbreak; Medical emergency; Poison control; Suicide prevention; Political science; Pathology","score_opus":0.4103893026117218,"score_gpt":0.569077636771543,"score_spread":0.1586883341598212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742035694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42504436,0.42430198,0.0055602165,0.0058841812,0.00048473923,0.0039018993,0.11600058,0.0006057426,0.0182163],"genre_scores_gemma":[0.81369215,0.14365086,0.0125112245,0.00043973722,0.00055429916,0.0031644176,0.024839267,0.00011366981,0.0010343769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9793072,0.0046446975,0.0068361433,0.0018366684,0.006768573,0.00060679374],"domain_scores_gemma":[0.8608014,0.10084962,0.021465028,0.0021647508,0.0134863835,0.0012328016],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.013639722,0.0013685491,0.0043583806,0.21582492,0.0018188398,0.0053410567,0.0014789342,0.0011250296,0.005561894],"category_scores_gemma":[0.111619435,0.00062280457,0.0053548273,0.2116085,0.0012445024,0.004516142,0.003144931,0.000626972,0.00067915226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014011785,0.00029443033,0.48744673,0.20822094,0.020317653,0.0015221512,0.0032889678,0.002925585,0.0016695844,0.0027167774,0.017395498,0.25280052],"study_design_scores_gemma":[0.00060571457,0.0007664149,0.7952616,0.056725327,0.04572893,0.004985167,0.009052766,0.00852897,0.0017237315,0.007589426,0.06863723,0.00039464247],"about_ca_topic_score_codex":0.006031778,"about_ca_topic_score_gemma":0.006448698,"teacher_disagreement_score":0.7841751,"about_ca_system_score_codex":0.0035974123,"about_ca_system_score_gemma":0.007311266,"threshold_uncertainty_score":0.072134614},"labels":[],"label_agreement":null},{"id":"W2744677808","doi":"10.1017/dmp.2017.91","title":"Risk and Protective Factors for Mental Health and Community Cohesion After the 2013 Calgary Flood","year":2017,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; University of Calgary; Alberta Health Services","keywords":"Mental health; Anxiety; Community cohesion; Flood myth; Natural disaster; Psychology; Medicine; Preparedness; Logistic regression; Odds; Odds ratio; Suicide prevention; Depression (economics); Poison control; Gerontology; Environmental health; Psychiatry; Geography; Social psychology; Political science","score_opus":0.16808523049272256,"score_gpt":0.44285363326381816,"score_spread":0.2747684027710956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744677808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987822,0.00031212938,0.000016955564,0.00022784056,0.000010656042,0.000010100712,0.00023080278,0.000001525839,0.00040784437],"genre_scores_gemma":[0.99928695,0.00028962098,0.000027538339,0.000038315582,0.000011457375,0.000010129069,0.00018405709,7.3174033e-7,0.00015131592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996562,0.000052056406,0.000017468868,0.00004291585,0.000047509136,0.00018371938],"domain_scores_gemma":[0.9992472,0.0000586848,0.00040231078,0.000025390305,0.000077572615,0.00018900394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040831938,0.00024829828,0.00020101528,0.0006533829,0.0009696027,0.0007937957,0.0004741037,0.00038027894,0.0017355309],"category_scores_gemma":[0.0022868065,0.00019791228,0.0003355254,0.00063852046,0.0003998259,0.00033858686,0.0010669099,0.0006301704,0.00011547771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004208678,0.000047575733,0.9966633,0.000013532703,0.000040015093,0.00008100287,0.00047745343,0.000032929773,0.00004548393,0.000017666998,0.00023799918,0.002300915],"study_design_scores_gemma":[0.0000013968956,0.000016786018,0.9989004,0.0000150510505,0.0000070779315,0.00002244196,0.00093405857,0.000022467613,0.000006947403,0.000008611472,0.00006328287,0.000001395137],"about_ca_topic_score_codex":0.21971394,"about_ca_topic_score_gemma":0.2753957,"teacher_disagreement_score":0.7802861,"about_ca_system_score_codex":0.001256849,"about_ca_system_score_gemma":0.0017367004,"threshold_uncertainty_score":0.4368701},"labels":[],"label_agreement":null},{"id":"W2748879427","doi":"10.1017/dmp.2017.57","title":"Long-term Recovery From Hurricane Sandy: Evidence From a Survey in New York City","year":2017,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Institutes of Health; York University","keywords":"Odds; Environmental health; Socioeconomic status; Disadvantaged; Psychological intervention; Disaster recovery; Public health; Suicide prevention; Preparedness; Poison control; Logistic regression; Occupational safety and health; Socioeconomics; Gerontology; Medicine; Economic growth; Political science; Population; Sociology; Nursing; Economics","score_opus":0.2516953873657197,"score_gpt":0.4180206484595801,"score_spread":0.16632526109386037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748879427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99614644,0.0012311873,0.000084933126,0.00039386738,0.000017444729,0.000020195444,0.0011340677,0.0000028771576,0.0009690019],"genre_scores_gemma":[0.9966438,0.0014795557,0.00007401201,0.00013096035,0.000018325198,0.000045124394,0.0012855809,0.0000027795707,0.00031992022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999009,0.00035554287,0.0001259678,0.00015030116,0.0002054624,0.00015369078],"domain_scores_gemma":[0.99341524,0.0012683109,0.0031455157,0.00032065657,0.0012253914,0.0006250315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012320734,0.00021201612,0.00030339425,0.0011838699,0.00061593956,0.0006302993,0.00057230215,0.00032025616,0.0026658387],"category_scores_gemma":[0.0057750996,0.00028106128,0.0003078995,0.0019899956,0.0007623724,0.0006507343,0.0012947756,0.000534298,0.00022119652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006819572,0.000049919185,0.9941981,0.0001348835,0.000112172595,0.000056951463,0.0008529146,0.00004028201,0.000046220168,0.0000204984,0.0009682316,0.0034514985],"study_design_scores_gemma":[0.0000032135608,0.000018456893,0.99820256,0.00006350965,0.000017044022,0.000015393423,0.0012377956,0.000026285752,0.000011848854,0.000004111391,0.0003968101,0.0000029570003],"about_ca_topic_score_codex":0.25335467,"about_ca_topic_score_gemma":0.41740307,"teacher_disagreement_score":0.25335467,"about_ca_system_score_codex":0.00088434044,"about_ca_system_score_gemma":0.0018839262,"threshold_uncertainty_score":0.50376},"labels":[],"label_agreement":null},{"id":"W2754706503","doi":"10.1017/dmp.2017.43","title":"Identifying Factors That May Influence Decision-Making Related to the Distribution of Patients During a Mass Casualty Incident","year":2017,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Humber River Regional Hospital","funders":"","keywords":"Mass-casualty incident; Likert scale; Nonprobability sampling; Preparedness; Delphi method; Mass Casualty; Medicine; Poison control; Scale (ratio); Medical emergency; Injury prevention; Psychology; Environmental health; Statistics; Geography; Population; Cartography; Mathematics","score_opus":0.10997875463811699,"score_gpt":0.45567677612257956,"score_spread":0.3456980214844626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754706503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93420607,0.006706692,0.019813396,0.020469304,0.00036852065,0.0021029336,0.00020140856,0.000048757236,0.01608288],"genre_scores_gemma":[0.9856281,0.0028343452,0.009506398,0.0009612527,0.00007898366,0.00060697994,0.000053536223,0.000008441556,0.0003219681],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9065241,0.072541565,0.00820039,0.0017996817,0.007699838,0.0032344507],"domain_scores_gemma":[0.69784504,0.25558627,0.024293283,0.0019943526,0.017420538,0.002860494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08981189,0.00055341993,0.0007425878,0.0046613314,0.004055162,0.005013349,0.0015509297,0.0020204931,0.0023620483],"category_scores_gemma":[0.2011917,0.0006195773,0.0009845396,0.002789161,0.0045364653,0.005386844,0.00489652,0.0017470922,0.00022031585],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041330434,0.00033825662,0.113600545,0.016071757,0.0003211477,0.0030814763,0.7194432,0.0009493384,0.0038871013,0.00545568,0.0039176424,0.13252048],"study_design_scores_gemma":[0.000056431967,0.00046190945,0.04944586,0.008284329,0.0001782408,0.0012139445,0.9224175,0.00079708715,0.0016194665,0.004126679,0.011270862,0.00012768447],"about_ca_topic_score_codex":0.003769867,"about_ca_topic_score_gemma":0.0054144263,"teacher_disagreement_score":0.08981189,"about_ca_system_score_codex":0.0041449503,"about_ca_system_score_gemma":0.017528804,"threshold_uncertainty_score":0.47497636},"labels":[],"label_agreement":null},{"id":"W2765157497","doi":"10.1017/dmp.2017.66","title":"Asset Literacy Following Stroke: Implications for Disaster Resilience","year":2017,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Resilience and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Ottawa","funders":"University of Ottawa","keywords":"Asset (computer security); Empowerment; Psychological intervention; Preparedness; Disaster risk reduction; Health literacy; Psychological resilience; Resilience (materials science); Literacy; Psychology; Social support; Business; Public relations; Gerontology; Nursing; Medicine; Health care; Economic growth; Political science; Economics; Social psychology; Computer security","score_opus":0.12100203878671417,"score_gpt":0.50619308998144,"score_spread":0.3851910511947258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765157497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95454776,0.0014613396,0.0010761236,0.018694378,0.000085034866,0.00007053175,0.00006713775,0.000018337574,0.02397941],"genre_scores_gemma":[0.99813217,0.0006993686,0.00027546432,0.0004512312,0.000014066113,0.000026085994,0.000017467155,0.0000017504084,0.00038245306],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993268,0.0003439332,0.000024171208,0.000038476726,0.00006965774,0.0001969551],"domain_scores_gemma":[0.99861026,0.00070096256,0.00025877627,0.000032781732,0.000120358905,0.00027682562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011272281,0.00011266097,0.00014761844,0.00056659424,0.0013376054,0.0012819269,0.00021927181,0.000414715,0.002876995],"category_scores_gemma":[0.0070367935,0.00009148964,0.0001875605,0.00038176164,0.0021203242,0.001398246,0.0025081292,0.0010330628,0.00013205406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012734508,0.0009360203,0.265525,0.0008649337,0.000065201355,0.0026013684,0.40603152,0.0004173324,0.0016531874,0.01831859,0.014302468,0.2891571],"study_design_scores_gemma":[0.000015713194,0.0003174546,0.4400017,0.0011640495,0.000052099374,0.002210434,0.5117357,0.0004884796,0.0005049298,0.018424792,0.02503753,0.000047144862],"about_ca_topic_score_codex":0.0019865637,"about_ca_topic_score_gemma":0.0035498652,"teacher_disagreement_score":0.002876995,"about_ca_system_score_codex":0.0009294983,"about_ca_system_score_gemma":0.0015479885,"threshold_uncertainty_score":0.009624541},"labels":[],"label_agreement":null},{"id":"W2793742626","doi":"10.1017/dmp.2017.129","title":"Comparison of Unmanned Aerial Vehicle Technology Versus Standard Practice in Identification of Hazards at a Mass Casualty Incident Scenario by Primary Care Paramedic Students","year":2018,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health PEI; University of Prince Edward Island","funders":"","keywords":"Mass-casualty incident; Identification (biology); Poison control; Hazard analysis; Medicine; Hazard; Aeronautics; Simulation; Medical emergency; Injury prevention; Computer science; Engineering; Reliability engineering","score_opus":0.07689956049766261,"score_gpt":0.49031056993088407,"score_spread":0.41341100943322145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793742626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99970335,0.000057971934,0.000034749857,0.000014606067,0.000006873077,0.000046658228,0.000020097581,0.0000010904635,0.000114492315],"genre_scores_gemma":[0.99961984,0.00006429401,0.00010944792,0.000017537905,0.000007775567,0.000059359576,0.00003197573,6.842234e-7,0.00008898902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977429,0.00081765326,0.0002692259,0.00031784704,0.0005462919,0.000306064],"domain_scores_gemma":[0.9865122,0.0061728926,0.0038725398,0.00048885157,0.0011729425,0.0017806557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030804102,0.00021499328,0.00038191726,0.00053263427,0.0003555625,0.00071116496,0.0004050016,0.00058231776,0.002781196],"category_scores_gemma":[0.016601404,0.0002503791,0.00053187355,0.0003585072,0.00038994307,0.00062594324,0.0006860093,0.00060201116,0.0003255252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01504944,0.009871104,0.93289983,0.0003843786,0.00024141723,0.00019186214,0.003279452,0.00018713565,0.0012545548,0.000057164172,0.0002954041,0.036288325],"study_design_scores_gemma":[0.0004856225,0.051712953,0.94328046,0.000059649992,0.00011104228,0.0001308177,0.0028780266,0.00039613852,0.00053639495,0.000044756718,0.0003474686,0.000016830558],"about_ca_topic_score_codex":0.0013471505,"about_ca_topic_score_gemma":0.0016535028,"teacher_disagreement_score":0.0030804102,"about_ca_system_score_codex":0.0005542297,"about_ca_system_score_gemma":0.0009305541,"threshold_uncertainty_score":0.016290963},"labels":[],"label_agreement":null},{"id":"W2807324190","doi":"10.1017/dmp.2018.56","title":"Volunteer First Responders for Optimizing Management of Mass Casualty Incidents","year":2018,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Mass-casualty incident; Triage; Medical emergency; Emergency management; First responder; Preparedness; Poison control; Occupational safety and health; Population; Injury prevention; Suicide prevention; Human factors and ergonomics; Medicine; Psychology; Environmental health; Political science","score_opus":0.19100823313418688,"score_gpt":0.47351845710979834,"score_spread":0.28251022397561143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807324190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6058015,0.015757713,0.09757312,0.09961489,0.008084103,0.0093886135,0.0015786885,0.003958973,0.1582424],"genre_scores_gemma":[0.87926996,0.005430584,0.08686896,0.00475224,0.0014680522,0.003436355,0.0009869147,0.00018708303,0.017599864],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985233,0.00087539945,0.000058620033,0.00008295323,0.00020442672,0.00025540186],"domain_scores_gemma":[0.99563724,0.00069384114,0.00071137765,0.00027277452,0.00085835415,0.0018263707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041584745,0.00047662944,0.000184854,0.0010606858,0.0014548987,0.0013363506,0.0010517101,0.00067992194,0.028757203],"category_scores_gemma":[0.009436789,0.00017777887,0.00042879075,0.00034274065,0.00046024428,0.00091959885,0.0032867629,0.0010228637,0.004267805],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046471145,0.0018390653,0.06107066,0.0014627574,0.000059333437,0.00082727557,0.0052198768,0.0016097515,0.004202771,0.0039469693,0.11826593,0.801031],"study_design_scores_gemma":[0.0008269485,0.00721791,0.28231806,0.006796285,0.00024179967,0.0045990353,0.04579474,0.010097981,0.0064918706,0.012838064,0.6225775,0.00019980164],"about_ca_topic_score_codex":0.0017273517,"about_ca_topic_score_gemma":0.003971815,"teacher_disagreement_score":0.028757203,"about_ca_system_score_codex":0.00090255286,"about_ca_system_score_gemma":0.0070533217,"threshold_uncertainty_score":0.09620249},"labels":[],"label_agreement":null},{"id":"W2808388130","doi":"10.1017/dmp.2018.15","title":"A Qualitative Study of Paramedic Duty to Treat During Disaster Response","year":2018,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovative Medicines Canada; Canadian Medical Association","funders":"Edith Cowan University","keywords":"Duty; Situational ethics; Context (archaeology); Medical emergency; Duty of care; Preparedness; Ethical code; Duty to protect; Psychology; Qualitative research; First responder; Medicine; Nursing; Public relations; Political science; Social psychology; Sociology; Law","score_opus":0.2197367856275665,"score_gpt":0.5453676303118178,"score_spread":0.3256308446842513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808388130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96672285,0.0015078847,0.005681582,0.008837947,0.00029445623,0.0007013777,0.00030063835,0.000038889266,0.015914358],"genre_scores_gemma":[0.98726684,0.0012330464,0.002186347,0.002981445,0.000046566824,0.0008197547,0.000077463075,0.000039372153,0.005349067],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9822328,0.014310794,0.00038871696,0.0006794678,0.00095768244,0.0014305541],"domain_scores_gemma":[0.9576454,0.03290231,0.0021954577,0.0007938919,0.0031888387,0.0032741595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021044806,0.00052551896,0.0009457348,0.0014405011,0.013207121,0.00401318,0.0018411287,0.0024906145,0.005062054],"category_scores_gemma":[0.03675327,0.000790845,0.0003850277,0.0014180243,0.01177917,0.005374594,0.0049045235,0.004692046,0.0006110552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025340196,0.000050269526,0.0011788501,0.00019539926,0.0000025619086,0.0004685771,0.9932592,0.00002532145,0.00030189918,0.0013213162,0.0008196747,0.002351683],"study_design_scores_gemma":[0.000004807011,0.000048259288,0.0007012718,0.00021290072,0.0000018719528,0.0001387876,0.990651,0.000044412092,0.00010350958,0.00034480728,0.0077396263,0.000008663833],"about_ca_topic_score_codex":0.00832749,"about_ca_topic_score_gemma":0.016603958,"teacher_disagreement_score":0.021044806,"about_ca_system_score_codex":0.0071357386,"about_ca_system_score_gemma":0.008345019,"threshold_uncertainty_score":0.11129689},"labels":[],"label_agreement":null},{"id":"W2883002874","doi":"10.1017/dmp.2018.64","title":"Understanding the Impacts of Maritime Disruption Transportation to Hospital-Based Acute Health Care Supplies and Personnel in Coastal and Geographically Isolated Communities","year":2018,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"Public Health Agency of Canada","keywords":"Workforce; Business; Health care; Surge Capacity; Preparedness; Acute care; Vulnerability (computing); Interdependence; Public health; Emergency management; Supply chain; Environmental planning; Occupational safety and health; Resilience (materials science); Vulnerability assessment; Medical emergency; Environmental resource management; Nursing; Medicine; Geography; Marketing; Economic growth; Political science; Computer security; Coronavirus disease 2019 (COVID-19)","score_opus":0.08787531229610109,"score_gpt":0.3944579417835565,"score_spread":0.3065826294874554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883002874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99053544,0.00055663363,0.00029311472,0.0031221337,0.000013296472,0.000026673524,0.000049523715,0.0000039861884,0.0053991233],"genre_scores_gemma":[0.99842286,0.00057458814,0.0001544732,0.00035795217,0.000005141564,0.000028856792,0.000029411603,0.000001668386,0.0004250161],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983517,0.00073087396,0.00005302483,0.00013656887,0.00017658177,0.00055115833],"domain_scores_gemma":[0.996906,0.0012181133,0.00067756046,0.00007366245,0.00048662632,0.0006380419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016843132,0.00036098645,0.00023119278,0.0009375321,0.005377001,0.0028453222,0.0011632252,0.0008853007,0.0032623443],"category_scores_gemma":[0.005751239,0.00032299123,0.00020690425,0.0010611038,0.0035245034,0.0025176327,0.005203426,0.0011827862,0.000158321],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115278155,0.0001895151,0.2325871,0.0007139492,0.00006354175,0.0032480552,0.7226325,0.000762767,0.0013340007,0.0021443903,0.003697636,0.032511298],"study_design_scores_gemma":[0.0000031954405,0.000044874047,0.11133395,0.0002717437,0.000013702279,0.00013667713,0.883329,0.00017764456,0.000081895734,0.0005477774,0.0040486753,0.000010869601],"about_ca_topic_score_codex":0.2882513,"about_ca_topic_score_gemma":0.38013357,"teacher_disagreement_score":0.2882513,"about_ca_system_score_codex":0.0070624608,"about_ca_system_score_gemma":0.012030321,"threshold_uncertainty_score":0.573147},"labels":[],"label_agreement":null},{"id":"W2892393971","doi":"10.1017/dmp.2019.16","title":"Emotional and Physical Child Abuse in The Context of Natural Disasters: A Focus on Haiti","year":2019,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Context (archaeology); Poison control; Psychological abuse; Physical abuse; Psychological intervention; Injury prevention; Suicide prevention; Occupational safety and health; Natural disaster; Geography; Environmental health; Child abuse; Psychology; Medicine; Psychiatry","score_opus":0.03809585767555678,"score_gpt":0.34044039181918245,"score_spread":0.30234453414362567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892393971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99881446,0.00032220723,0.00002301472,0.00019714552,0.0000034327643,0.000015921985,0.00004068506,5.047403e-7,0.000582581],"genre_scores_gemma":[0.99805874,0.0014303859,0.0000727329,0.00014271749,0.000009905819,0.00002338032,0.00005273356,8.0029156e-7,0.00020853763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997986,0.00006539228,0.000010688545,0.000017513226,0.000018437317,0.00008933514],"domain_scores_gemma":[0.9997799,0.00003510139,0.00008559508,0.000006253857,0.000031065385,0.00006207998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029768585,0.00021622695,0.0001944696,0.00056063914,0.0014352198,0.0006126375,0.0002652389,0.00038786247,0.0015730477],"category_scores_gemma":[0.0004782159,0.00023679166,0.00022053633,0.0007827601,0.0009432107,0.00067488896,0.0013125357,0.00054813613,0.00011837142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008464522,0.00029036961,0.9467177,0.0003465205,0.000049277765,0.002144246,0.03717448,0.00007041045,0.0010826819,0.0002477148,0.00053433736,0.011257629],"study_design_scores_gemma":[0.0000024148083,0.00011440695,0.94326854,0.00007931277,0.00001463307,0.00089345104,0.054474156,0.000050028764,0.00007308691,0.000029328412,0.0009944541,0.0000060084944],"about_ca_topic_score_codex":0.07690273,"about_ca_topic_score_gemma":0.16159883,"teacher_disagreement_score":0.07690273,"about_ca_system_score_codex":0.0011009607,"about_ca_system_score_gemma":0.0017097008,"threshold_uncertainty_score":0.15291023},"labels":[],"label_agreement":null},{"id":"W2901182980","doi":"10.1017/dmp.2018.113","title":"Medical Spending for the 2001 Anthrax Letter Attacks","year":2018,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of British Columbia","funders":"","keywords":"Preparedness; Economic cost; Public health; Medical emergency; Medicine; Environmental health; Occupational safety and health; Business; Political science; Economics; Nursing","score_opus":0.10092952261473419,"score_gpt":0.40789947922589803,"score_spread":0.30696995661116383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901182980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9047867,0.0064925044,0.00039432806,0.012871622,0.00033386238,0.000058891925,0.03457624,0.00014270499,0.040343154],"genre_scores_gemma":[0.9626205,0.0053283093,0.0003184687,0.00072933047,0.0002209221,0.000073540505,0.019050382,0.000019757761,0.011638846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914277,0.00030519022,0.000071084665,0.00006403678,0.00022432972,0.00019259528],"domain_scores_gemma":[0.997979,0.00045214224,0.0009131286,0.00005228544,0.00038565273,0.00021782149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055775646,0.00029266017,0.00016213406,0.0016618258,0.00035352082,0.0014198323,0.00022941417,0.00052160694,0.008210393],"category_scores_gemma":[0.0042781783,0.00014148539,0.00042404176,0.0023065151,0.00017636165,0.0005245726,0.00062212854,0.00054483867,0.0010063392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00291333,0.00046827036,0.5461383,0.001232378,0.00081705506,0.0012851506,0.00068213907,0.021151606,0.0016163293,0.008232199,0.17530447,0.2401588],"study_design_scores_gemma":[0.00013034912,0.0006016617,0.8936843,0.00051303545,0.00042645738,0.0011596194,0.0013079509,0.00805718,0.001565057,0.00089091394,0.09161323,0.00005025861],"about_ca_topic_score_codex":0.021204215,"about_ca_topic_score_gemma":0.027513884,"teacher_disagreement_score":0.021204215,"about_ca_system_score_codex":0.0030862659,"about_ca_system_score_gemma":0.0017904004,"threshold_uncertainty_score":0.042161584},"labels":[],"label_agreement":null},{"id":"W2950866145","doi":"10.1017/dmp.2019.26","title":"The Prevalence of Posttraumatic Stress Disorder Among Survivors After a Typhoon or Hurricane: A Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Typhoon; Meta-analysis; Posttraumatic stress; Population; Medicine; Cochrane Library; Demography; Psychiatry; Psychology; Internal medicine; Environmental health; Geography; Meteorology","score_opus":0.28518171921899454,"score_gpt":0.4834532999884296,"score_spread":0.19827158076943507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950866145","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003886938,0.99465215,0.0003040212,0.00015272675,0.00011510996,0.0002838303,0.00039762162,0.000015074796,0.00019246576],"genre_scores_gemma":[0.072859846,0.923194,0.0013185279,0.000594875,0.00019336188,0.0009903556,0.00062790705,0.000017210257,0.0002038094],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9929584,0.0022779743,0.002863692,0.0006794182,0.0009624958,0.000258044],"domain_scores_gemma":[0.98582166,0.009934814,0.0021781619,0.00037582303,0.0015013501,0.00018812517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010226381,0.002453783,0.017861348,0.010510096,0.0008474834,0.0033443037,0.0018856773,0.0021490615,0.0030788863],"category_scores_gemma":[0.024678422,0.0014676355,0.03344629,0.010051595,0.000632408,0.0019919844,0.0016023392,0.001322632,0.00025488756],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087102136,0.00003139486,0.004028371,0.65788174,0.321484,0.00021639597,0.0001498971,0.00029514972,0.00029994964,0.00011851257,0.00053455797,0.014089044],"study_design_scores_gemma":[0.00027729128,0.00019989311,0.004474666,0.059533395,0.9328256,0.00019844178,0.00008821914,0.00012580822,0.0001482728,0.00013974591,0.0019602487,0.00002845923],"about_ca_topic_score_codex":0.0062728296,"about_ca_topic_score_gemma":0.015698455,"teacher_disagreement_score":0.017861348,"about_ca_system_score_codex":0.002494603,"about_ca_system_score_gemma":0.004930362,"threshold_uncertainty_score":0.05408293},"labels":[],"label_agreement":null},{"id":"W2951390766","doi":"10.1017/dmp.2018.147","title":"Retiring the Flip Phones: Exploring Social Media Use for Managing Public Health Incidents","year":2019,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; University of Ottawa; Public Health Ontario; University of Toronto; University Health Network","funders":"Public Health Agency; Centers for Disease Control and Prevention; University of Ottawa","keywords":"Credibility; Public relations; Social media; Focus group; Public health; Exploratory research; Qualitative research; Content analysis; Political science; Psychology; Medicine; Business; Sociology; Nursing; Marketing","score_opus":0.541183980436818,"score_gpt":0.45682207858851726,"score_spread":0.08436190184830078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951390766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848162,0.0007368848,0.0012350068,0.0022333802,0.00006340496,0.00023060085,0.00011361527,0.000032683954,0.010538343],"genre_scores_gemma":[0.99477214,0.0010592453,0.0013300785,0.00036901303,0.000023770677,0.0001359622,0.000046931567,0.0000148923,0.0022480376],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99669075,0.002096272,0.00011831231,0.00015312692,0.00038103078,0.0005604308],"domain_scores_gemma":[0.99174565,0.005331945,0.0012533629,0.00022052768,0.0006822602,0.00076631655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004128534,0.00047932233,0.0002967406,0.00141481,0.006667447,0.0044415365,0.0012701446,0.00090914994,0.0024477304],"category_scores_gemma":[0.010919438,0.00030161368,0.00025350827,0.0013284177,0.003984771,0.0030909139,0.0035236562,0.0010620094,0.00029102134],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049182792,0.00007239759,0.021690778,0.0004064089,0.000009476358,0.0010402063,0.9454015,0.00004270468,0.00073177187,0.0004849185,0.001435287,0.028635325],"study_design_scores_gemma":[0.0000041890557,0.00006150749,0.010953797,0.00017419718,0.000009687478,0.0001338064,0.97900474,0.00007064469,0.00015816954,0.00011035255,0.009309963,0.0000089570185],"about_ca_topic_score_codex":0.093915775,"about_ca_topic_score_gemma":0.25417513,"teacher_disagreement_score":0.093915775,"about_ca_system_score_codex":0.007150185,"about_ca_system_score_gemma":0.011674108,"threshold_uncertainty_score":0.1867382},"labels":[],"label_agreement":null},{"id":"W2972269804","doi":"10.1017/dmp.2019.81","title":"Attitudes of Medical Students Toward Volunteering in Emergency Situations","year":2019,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Altruism (biology); Health care; Disaster medicine; Natural disaster; Medical care; Medicine; Psychology; Medical emergency; Family medicine; Nursing; Suicide prevention; Poison control; Social psychology; Political science; Geography","score_opus":0.1347759900093022,"score_gpt":0.49125146293784994,"score_spread":0.35647547292854775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972269804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974558,0.0001051303,0.00005490965,0.00076873385,0.00003007484,0.000016791866,0.000019821937,0.0000035578516,0.0015452482],"genre_scores_gemma":[0.998909,0.00011832914,0.00006312897,0.00032584628,0.000019896039,0.000011851395,0.000016538213,0.0000011301483,0.0005343231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902284,0.00042957906,0.000065345346,0.000053879405,0.00019401923,0.00023426588],"domain_scores_gemma":[0.99253666,0.0012732035,0.002227011,0.00016754333,0.00071186735,0.0030838044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024759478,0.0001485467,0.00016815642,0.00046023616,0.00066113926,0.0013434829,0.00021453071,0.00070654904,0.004086119],"category_scores_gemma":[0.01000979,0.000160873,0.0002193728,0.00020404627,0.0008198754,0.0004706819,0.0009947555,0.0008696135,0.0006668138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003186755,0.00078584894,0.95161045,0.00016848555,0.000043315256,0.0004267185,0.02196348,0.00013762305,0.0023322494,0.00022417668,0.002422792,0.019566188],"study_design_scores_gemma":[0.000055723114,0.0013885086,0.91011715,0.0001991134,0.000024192635,0.001181594,0.07859344,0.0004350356,0.00041465607,0.00022613214,0.007326936,0.00003756453],"about_ca_topic_score_codex":0.0014061648,"about_ca_topic_score_gemma":0.0020521102,"teacher_disagreement_score":0.004086119,"about_ca_system_score_codex":0.0003564128,"about_ca_system_score_gemma":0.0008063106,"threshold_uncertainty_score":0.013669372},"labels":[],"label_agreement":null},{"id":"W2981699589","doi":"10.1017/dmp.2019.90","title":"Literature Review: Strategies for Addressing Language Barriers During Humanitarian Relief Operations","year":2019,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Canadian Blood Services; University of Ottawa; Canadian Armed Forces","funders":"","keywords":"Context (archaeology); Nexus (standard); Language barrier; North Atlantic Treaty; Interpreter; Diplomacy; Public relations; Political science; Medical education; Medicine; Knowledge management; Psychology; Engineering; Computer science; Law; Geography","score_opus":0.23516317974103118,"score_gpt":0.5262725841705396,"score_spread":0.2911094044295084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981699589","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000120840035,0.9977842,0.00015997823,0.00094923,0.00020294647,0.000062626146,0.000056213146,0.000006452252,0.0006574876],"genre_scores_gemma":[0.0010104897,0.99768114,0.00052553916,0.00047550214,0.00007154776,0.00006230408,0.000041536692,0.0000019368108,0.00013004272],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689436,0.0011467296,0.00095682446,0.00020016042,0.0006724125,0.00012953868],"domain_scores_gemma":[0.98377985,0.011589049,0.0019336351,0.00021255275,0.0022228279,0.00026202918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053331945,0.0012853869,0.0025996629,0.012709197,0.00095911336,0.0031144014,0.002023375,0.0020799835,0.0070148637],"category_scores_gemma":[0.022139883,0.0006029512,0.0029498164,0.010051349,0.00098347,0.0037179694,0.001648239,0.0020324683,0.0011213367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049108796,0.00004918501,0.00033351107,0.56294185,0.00065331627,0.0002390509,0.00071419025,0.00017998286,0.00020580579,0.0025298505,0.020597858,0.41150624],"study_design_scores_gemma":[0.00002170614,0.000063850115,0.0013093194,0.7440359,0.002583619,0.0005759756,0.00088482583,0.0000673797,0.0001583081,0.0012361442,0.24903096,0.000032047243],"about_ca_topic_score_codex":0.007961938,"about_ca_topic_score_gemma":0.02194951,"teacher_disagreement_score":0.012709197,"about_ca_system_score_codex":0.002702911,"about_ca_system_score_gemma":0.015134501,"threshold_uncertainty_score":0.028204978},"labels":[],"label_agreement":null},{"id":"W3011254154","doi":"10.1017/dmp.2019.161","title":"An Active Shooter in Your Hospital: A Novel Method to Develop a Response Policy Using In Situ Simulation and Video Framework Analysis","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Situation awareness; Situational ethics; Protocol (science); Law enforcement; Computer science; Computer security; Applied psychology; Medical emergency; Psychology; Medicine; Engineering; Social psychology; Political science","score_opus":0.18510904964591632,"score_gpt":0.5102607597223264,"score_spread":0.3251517100764101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011254154","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16002145,0.0000975279,0.80424374,0.0012235803,0.000117614414,0.0048147854,0.00084094086,0.0013910934,0.027249303],"genre_scores_gemma":[0.31935418,0.00009296126,0.673095,0.00014646187,0.000018238557,0.00275886,0.00043600428,0.00020378712,0.003894471],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99472755,0.003746978,0.00015168663,0.00063808763,0.0004324906,0.00030328403],"domain_scores_gemma":[0.9927268,0.004875914,0.00037974236,0.00085278286,0.00068460125,0.00048008558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005798564,0.001155099,0.00040452793,0.0021300977,0.0020753457,0.002938206,0.0019727994,0.0010453729,0.0073350137],"category_scores_gemma":[0.012176902,0.0004959877,0.0007607054,0.001186757,0.002020019,0.0019400987,0.003933815,0.0012509783,0.0008317679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093481183,0.003077618,0.029232884,0.0017082551,0.00026509986,0.00266485,0.2303924,0.06159607,0.05501897,0.12218284,0.017691784,0.47523454],"study_design_scores_gemma":[0.0006884045,0.0024096714,0.015880115,0.0013667766,0.00027018573,0.0011284257,0.19517606,0.45525897,0.034271732,0.07427397,0.21868213,0.00059359433],"about_ca_topic_score_codex":0.0069237966,"about_ca_topic_score_gemma":0.018551582,"teacher_disagreement_score":0.0073350137,"about_ca_system_score_codex":0.0027157604,"about_ca_system_score_gemma":0.004025379,"threshold_uncertainty_score":0.030666113},"labels":[],"label_agreement":null},{"id":"W3013305547","doi":"10.1017/dmp.2020.12","title":"A Retrospective Analysis of Mortality From 2015 Gorkha Earthquakes of Nepal: Evidence and Future Recommendations","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Demography; Population; Mortality rate; Preparedness; Medicine; Ethnic group; Geography","score_opus":0.2453317578789779,"score_gpt":0.48411036402015356,"score_spread":0.23877860614117566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013305547","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43259957,0.5284459,0.0013496352,0.011930635,0.00074914115,0.0004165576,0.016777039,0.000042588872,0.007689003],"genre_scores_gemma":[0.80016637,0.18755898,0.0013301504,0.002510718,0.0006732586,0.00048747423,0.0067322142,0.000013311922,0.00052758615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958598,0.0014483158,0.0013790908,0.00044254094,0.0007100508,0.00016019939],"domain_scores_gemma":[0.98202366,0.0074698795,0.006922316,0.0006226018,0.0026307832,0.00033070013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050253086,0.00037866188,0.0007036079,0.0038895353,0.00035176525,0.0013927852,0.0011548464,0.0007127757,0.002533137],"category_scores_gemma":[0.029958688,0.0004507092,0.0011105668,0.0041151633,0.00043907174,0.0018240806,0.0009976608,0.00057072355,0.0004596484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022188148,0.00007428088,0.9173848,0.014190138,0.0023438348,0.00035555585,0.00056788867,0.00011174183,0.00006957682,0.00023375041,0.0044072233,0.06003936],"study_design_scores_gemma":[0.00006538752,0.00031846398,0.9451088,0.0316859,0.002717865,0.0011965182,0.0030831003,0.00025037548,0.00012137737,0.00031506922,0.015094599,0.000042553052],"about_ca_topic_score_codex":0.0044935285,"about_ca_topic_score_gemma":0.009829675,"teacher_disagreement_score":0.0050253086,"about_ca_system_score_codex":0.0006269481,"about_ca_system_score_gemma":0.0018331227,"threshold_uncertainty_score":0.026576698},"labels":[],"label_agreement":null},{"id":"W3013796363","doi":"10.1017/dmp.2020.56","title":"A Randomized Trial of Instructor-Led Training Versus Video Lesson in Training Health Care Providers in Proper Donning and Doffing of Personal Protective Equipment","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Randomized controlled trial; Medicine; Session (web analytics); Personal protective equipment; Physical therapy; Training (meteorology); Significant difference; Coronavirus disease 2019 (COVID-19); Surgery","score_opus":0.13366436619907587,"score_gpt":0.37073725716614064,"score_spread":0.23707289096706477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013796363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704572,0.003258037,0.0015516505,0.0005775203,0.0022026445,0.01943918,0.0006065085,0.00022763423,0.0016795737],"genre_scores_gemma":[0.9487119,0.0023230454,0.0066492953,0.0009813362,0.001311007,0.034664154,0.00051083317,0.000042492262,0.004805978],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99628395,0.002200514,0.00031481238,0.00062852364,0.00025266522,0.00031962848],"domain_scores_gemma":[0.99508625,0.002524026,0.00081362884,0.00034821677,0.00030005956,0.00092772784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035697625,0.0022961623,0.0047208196,0.00095464435,0.00088567496,0.0011337877,0.0020845097,0.0037463212,0.0148921],"category_scores_gemma":[0.0074844407,0.0013712393,0.0018868435,0.00064249075,0.001967579,0.0015911063,0.0008756833,0.0034748807,0.0015900317],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9691701,0.020704389,0.0001159856,0.00060822116,0.00027491033,0.000019104064,0.000040699713,0.00011263247,0.0006068321,0.00005307266,0.00017974534,0.008114431],"study_design_scores_gemma":[0.9263878,0.07267231,0.0002771864,0.00003440922,0.000119818884,0.000005457215,0.000013589544,0.00017186374,0.000157787,0.000041713687,0.00011173845,0.000006272865],"about_ca_topic_score_codex":0.0021154608,"about_ca_topic_score_gemma":0.003015464,"teacher_disagreement_score":0.0148921,"about_ca_system_score_codex":0.0012061197,"about_ca_system_score_gemma":0.0024425606,"threshold_uncertainty_score":0.049819052},"labels":[],"label_agreement":null},{"id":"W3013927063","doi":"10.1017/dmp.2020.55","title":"Roadblocks to Infection Prevention Efforts in Health Care: SARS-CoV-2/COVID-19 Response","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Infection control; Pandemic; Public health; Health care; Personal protective equipment; Medicine; Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Business; Environmental health; Infectious disease (medical specialty); Political science; Intensive care medicine; Nursing; Virology; Computer science","score_opus":0.20445998143187544,"score_gpt":0.481129717184407,"score_spread":0.27666973575253156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013927063","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007839199,0.007456268,0.0011751468,0.96984124,0.003632791,0.000054974455,0.00014698155,0.00012645758,0.009726954],"genre_scores_gemma":[0.3528706,0.03631328,0.0118174525,0.58146334,0.010827941,0.00031687788,0.00047652863,0.0002354358,0.0056785424],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9850316,0.007875605,0.0007752373,0.00064690656,0.0019706301,0.0036999746],"domain_scores_gemma":[0.9593944,0.012224842,0.00221032,0.0012748032,0.0063393647,0.01855632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023192381,0.00080022274,0.00074708584,0.0012686368,0.0067108623,0.010137333,0.0018931456,0.0063902885,0.02519755],"category_scores_gemma":[0.046741545,0.00050716987,0.0013585965,0.00089134666,0.0058279247,0.007562754,0.013610903,0.017963888,0.003900645],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002445749,0.0009343079,0.02762098,0.0026184875,0.00024147761,0.0010352591,0.007913255,0.0013663714,0.0017311975,0.040611763,0.57951266,0.3361697],"study_design_scores_gemma":[0.00020741124,0.001495051,0.08038552,0.009790212,0.00021828662,0.0010718751,0.0631033,0.0020269344,0.0014142673,0.065791495,0.7742112,0.00028442478],"about_ca_topic_score_codex":0.01748399,"about_ca_topic_score_gemma":0.02962371,"teacher_disagreement_score":0.02519755,"about_ca_system_score_codex":0.0076103983,"about_ca_system_score_gemma":0.041570514,"threshold_uncertainty_score":0.1226545},"labels":[],"label_agreement":null},{"id":"W3015604885","doi":"10.1017/dmp.2020.36","title":"Minimizing Isolation of the Elderly Following the Fukushima Nuclear Power Plant Disaster","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Nuclear power plant; Content (measure theory); Isolation (microbiology); Nuclear disaster; Nuclear power; Action (physics); Waste management; Fukushima Nuclear Accident; Environmental science; Engineering; Nuclear plant; Nuclear engineering; Mathematics; Biology; Nuclear physics; Physics; Bioinformatics","score_opus":0.09415266474411933,"score_gpt":0.34688200923881246,"score_spread":0.25272934449469314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015604885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887833,0.0009949519,0.00039782573,0.0029666335,0.0001326079,0.000038763534,0.00009257875,0.000011742286,0.006581667],"genre_scores_gemma":[0.9977956,0.000762194,0.00025844263,0.00041318676,0.00004788616,0.000017646971,0.000045490502,0.0000025407262,0.00065710675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994916,0.00022609411,0.000030571937,0.000026600575,0.0000591116,0.00016604381],"domain_scores_gemma":[0.9983498,0.0002288835,0.00046699622,0.000053452124,0.00030093372,0.0005998862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008472763,0.00027470704,0.0002889429,0.00046681825,0.0017234506,0.0008461967,0.00039325567,0.0005361752,0.002984036],"category_scores_gemma":[0.0064919684,0.00009037256,0.00032309655,0.000181249,0.00028533372,0.0005368052,0.0016091587,0.00068619073,0.00044663055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012562699,0.0017245704,0.62510586,0.0007834113,0.0004364649,0.0035308576,0.063979276,0.0008221912,0.0030996075,0.00079657935,0.023314264,0.27515063],"study_design_scores_gemma":[0.000041506417,0.0020070178,0.811744,0.0008086439,0.00023646296,0.0010660096,0.16501096,0.00086555665,0.00077337265,0.0015873784,0.01579248,0.000066696615],"about_ca_topic_score_codex":0.007905806,"about_ca_topic_score_gemma":0.018394189,"teacher_disagreement_score":0.007905806,"about_ca_system_score_codex":0.00060182676,"about_ca_system_score_gemma":0.0012936408,"threshold_uncertainty_score":0.015719593},"labels":[],"label_agreement":null},{"id":"W3017053994","doi":"10.1017/dmp.2020.114","title":"Coronavirus Disease 2019 Pandemic: Health System and Community Response to a Text Message (Text4Hope) Program Supporting Mental Health in Alberta","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Pandemic; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Service (business); Quarantine; Text message; Nursing; Psychology; Medicine; Disease; Psychiatry; Business; Computer science; Infectious disease (medical specialty)","score_opus":0.16201105782643507,"score_gpt":0.47707059219029857,"score_spread":0.31505953436386347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017053994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82134914,0.002071124,0.0015450097,0.060407683,0.0010471375,0.0029951367,0.0011920661,0.0005295657,0.10886318],"genre_scores_gemma":[0.91263276,0.0023019642,0.0080162715,0.017796865,0.00043457877,0.0010559881,0.0012991893,0.00005889657,0.056403514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99903166,0.000203886,0.000011649019,0.0000367744,0.00019327577,0.0005227861],"domain_scores_gemma":[0.9975789,0.00012896422,0.000059725142,0.000025531303,0.00020885385,0.0019981365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016674934,0.0003267976,0.00013124463,0.00042812765,0.005564252,0.001403451,0.0016682158,0.0006756303,0.0075420393],"category_scores_gemma":[0.0018346789,0.00023264246,0.00027201918,0.0004187899,0.0012756821,0.00042433417,0.0028896758,0.0015172708,0.0004499648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001876398,0.0094544105,0.10969294,0.0006859809,0.000112312075,0.0020027522,0.017459938,0.0015690031,0.0049543967,0.0064746905,0.29732233,0.5483948],"study_design_scores_gemma":[0.0021592067,0.0041837515,0.67525524,0.00060461485,0.00016003626,0.0003445192,0.04584331,0.0028363466,0.0018864274,0.0024398614,0.2641406,0.00014614848],"about_ca_topic_score_codex":0.86383355,"about_ca_topic_score_gemma":0.9618515,"teacher_disagreement_score":0.13616645,"about_ca_system_score_codex":0.025465572,"about_ca_system_score_gemma":0.08788925,"threshold_uncertainty_score":0.2739367},"labels":[],"label_agreement":null},{"id":"W3030330750","doi":"10.1017/dmp.2020.49","title":"The Ethical Triage and Management Guidelines of the Entrapped and Mangled Extremity in Resource Scarce Environments: A Systematic Literature Review","year":2020,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Triage; Inclusion and exclusion criteria; Delphi method; Inclusion (mineral); Psychology; Resource (disambiguation); Systematic review; Medicine; MEDLINE; Medical emergency; Political science; Computer science; Alternative medicine; Social psychology; Pathology; Law","score_opus":0.17415170436299376,"score_gpt":0.472996730188415,"score_spread":0.2988450258254212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030330750","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013741873,0.985913,0.0014187,0.0049342467,0.0009164455,0.003816344,0.00028739913,0.000020180876,0.0013195091],"genre_scores_gemma":[0.025839742,0.95445025,0.008322194,0.0029901227,0.000418165,0.0071827853,0.00035940087,0.000013233805,0.0004241076],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9263841,0.03803603,0.021241283,0.0016302554,0.0116984015,0.0010099672],"domain_scores_gemma":[0.8292245,0.11287954,0.029500304,0.0024223633,0.024189318,0.0017840182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06069324,0.0016791207,0.005799991,0.016233083,0.0023685622,0.0049317335,0.003444966,0.004235107,0.0034646716],"category_scores_gemma":[0.19321047,0.001688515,0.0051756604,0.010468429,0.002223462,0.0055412916,0.0031126873,0.0027582387,0.0005904866],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009806346,0.000050397066,0.0008807491,0.9036995,0.0011112622,0.00020668608,0.0014070754,0.00014932398,0.00015340195,0.001624291,0.007395642,0.083223574],"study_design_scores_gemma":[0.00008893651,0.000081932616,0.0013584666,0.96757764,0.002963507,0.00032879895,0.0013673492,0.000086910935,0.00010186289,0.0006275486,0.025387468,0.00002947513],"about_ca_topic_score_codex":0.008181434,"about_ca_topic_score_gemma":0.021475302,"teacher_disagreement_score":0.06069324,"about_ca_system_score_codex":0.010579899,"about_ca_system_score_gemma":0.07536453,"threshold_uncertainty_score":0.32098043},"labels":[],"label_agreement":null},{"id":"W3032553571","doi":"10.1017/dmp.2020.61","title":"Mental Disorders in Firefighters Following Large-Scale Disaster","year":2020,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of British Columbia; Response Biomedical (Canada); University of Toronto; University of Northern British Columbia","funders":"","keywords":"Mental health; Anxiety; Occupational safety and health; Population; Clinical psychology; Depression (economics); Medicine; Poison control; Suicide prevention; Scale (ratio); Injury prevention; Firefighting; Psychology; Human factors and ergonomics; Psychiatry; Environmental health","score_opus":0.16973418285410244,"score_gpt":0.47599331519461524,"score_spread":0.30625913234051283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032553571","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049169624,0.99910885,0.000022419345,0.000108879394,0.00005217518,0.0000096333215,0.000029795507,0.0000014683592,0.00017504995],"genre_scores_gemma":[0.0034518861,0.99625695,0.00005908686,0.000108604116,0.000034414574,0.000013872019,0.000028397024,4.3839788e-7,0.000046320343],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9993467,0.00023348987,0.00017587382,0.000089666304,0.00012226454,0.00003204199],"domain_scores_gemma":[0.9976064,0.0017244176,0.00040734504,0.000032495383,0.00018400901,0.000045352717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292684,0.000481971,0.0012024461,0.0026251476,0.00030817202,0.0010042484,0.00053006166,0.0007532014,0.0021093867],"category_scores_gemma":[0.006029729,0.00021426372,0.0014453455,0.0022889331,0.0003029526,0.0006487664,0.0006083536,0.00061183807,0.0001859988],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013207192,0.000047363326,0.0021810841,0.38745126,0.0017614602,0.00018874151,0.0005206395,0.00016201494,0.00026101878,0.0006952457,0.006242028,0.60035706],"study_design_scores_gemma":[0.00014379589,0.0005653812,0.044171315,0.6762428,0.015590762,0.0040037637,0.0023422712,0.0001756236,0.00051503145,0.0017297983,0.2544352,0.0000841381],"about_ca_topic_score_codex":0.004929906,"about_ca_topic_score_gemma":0.01265029,"teacher_disagreement_score":0.004929906,"about_ca_system_score_codex":0.00076696416,"about_ca_system_score_gemma":0.0026904382,"threshold_uncertainty_score":0.009802401},"labels":[],"label_agreement":null},{"id":"W3035737603","doi":"10.1017/dmp.2020.87","title":"Long-Term Mental Health Effects of a Devastating Wildfire Are Amplified by Sociodemographic and Clinical Antecedents in College Students","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Alberta Health Services; Keyano College","funders":"","keywords":"Major depressive disorder; Generalized anxiety disorder; Mental health; Clinical psychology; Psychiatry; Anxiety; Depression (economics); Patient Health Questionnaire; Alcohol abuse; Psychology; Anxiety disorder; Medicine; Univariate analysis; Mood; Depressive symptoms; Multivariate analysis; Internal medicine","score_opus":0.036308692696854765,"score_gpt":0.35498075169646376,"score_spread":0.318672058999609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035737603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995734,0.000065900625,0.000019145957,0.00007544901,0.0000052807773,0.000005505517,0.000037392983,0.0000014984034,0.00021649565],"genre_scores_gemma":[0.9997279,0.00006538216,0.000036446712,0.000026094483,0.0000063791285,0.0000036806468,0.000050342773,6.256774e-7,0.00008301664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995758,0.00010913552,0.000044638735,0.000055076915,0.00008636148,0.00012896964],"domain_scores_gemma":[0.99763334,0.000221373,0.0011841116,0.000099465775,0.00021903026,0.00064253167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005295136,0.00017291102,0.00023316943,0.00052489346,0.000705212,0.00066435896,0.00028529426,0.00034724447,0.0027728335],"category_scores_gemma":[0.0031039892,0.0002244641,0.0003147733,0.0004511932,0.00036408973,0.00043589287,0.00064344576,0.0008077952,0.0002523924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002086357,0.00008604807,0.9982344,0.0000049464807,0.000010558764,0.000045023557,0.0001210383,0.0000068061418,0.000100756704,0.000004676865,0.000036257716,0.0013285124],"study_design_scores_gemma":[5.80546e-7,0.00003056087,0.9994204,0.0000041237627,0.0000029502528,0.000043975975,0.00042429508,0.000013800359,0.0000139848225,0.000004120716,0.000040371946,9.305559e-7],"about_ca_topic_score_codex":0.0078666145,"about_ca_topic_score_gemma":0.020689638,"teacher_disagreement_score":0.0078666145,"about_ca_system_score_codex":0.00036091282,"about_ca_system_score_gemma":0.0007255318,"threshold_uncertainty_score":0.01564169},"labels":[],"label_agreement":null},{"id":"W3036672367","doi":"10.1017/dmp.2020.198","title":"COVID-19 Pandemic: Perspective From Italian Pediatric Emergency Physicians","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Medical emergency; Referral; Psychological intervention; Presentation (obstetrics); Coronavirus disease 2019 (COVID-19); Personal protective equipment; Family medicine; Interview; Nursing; Disease; Infectious disease (medical specialty)","score_opus":0.2664477046090578,"score_gpt":0.45997316023893836,"score_spread":0.19352545562988055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036672367","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84053075,0.03045067,0.00037618878,0.10010459,0.0006410456,0.0000510329,0.00045331137,0.000018641735,0.027373657],"genre_scores_gemma":[0.97503453,0.0148312375,0.00029350718,0.008429903,0.0005690469,0.00005075227,0.00010991457,0.000008653145,0.0006723856],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.997592,0.0015627121,0.000052282507,0.00012548,0.00013730643,0.00053020066],"domain_scores_gemma":[0.9965134,0.001323317,0.0009093709,0.0000602458,0.00027320132,0.00092046504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025878993,0.0003652711,0.00026752593,0.00086200883,0.002615823,0.002766121,0.00052865874,0.0016592266,0.0023703373],"category_scores_gemma":[0.00464831,0.00021285813,0.0002652394,0.0009270726,0.003226046,0.0020178535,0.0025828897,0.0022498553,0.00028966222],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019266557,0.00015797053,0.16748911,0.0011880682,0.00004164095,0.015344742,0.75040483,0.0001980716,0.0008029409,0.004973943,0.026167043,0.033039052],"study_design_scores_gemma":[0.00001873897,0.0002589407,0.13381869,0.001977267,0.00001992751,0.01040393,0.7696502,0.0000921524,0.00017456691,0.0007792198,0.08275538,0.000050953007],"about_ca_topic_score_codex":0.013235838,"about_ca_topic_score_gemma":0.02348429,"teacher_disagreement_score":0.013235838,"about_ca_system_score_codex":0.0046175886,"about_ca_system_score_gemma":0.0028628649,"threshold_uncertainty_score":0.033503115},"labels":[],"label_agreement":null},{"id":"W3042891342","doi":"10.1017/dmp.2020.235","title":"Clinical Features of Fatalities in Patients With COVID-19","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Zhengzhou University","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; Betacoronavirus; Medical emergency; MEDLINE; Coronavirus Infections; Medicine; Biology; Outbreak; Pathology; Disease; Infectious disease (medical specialty)","score_opus":0.18582378030697672,"score_gpt":0.49418241600717416,"score_spread":0.30835863570019745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042891342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981489,0.0003539364,0.00006360516,0.000045010813,0.000009122491,0.000022361692,0.00057179853,0.000009502504,0.0007757168],"genre_scores_gemma":[0.99884194,0.00011524359,0.00005527945,0.000032010263,0.00001606919,0.000011766711,0.00083441753,0.0000014248419,0.00009189589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996025,0.000055917426,0.0000746177,0.00008935,0.000063503576,0.00011418255],"domain_scores_gemma":[0.9986738,0.00013503782,0.0006974442,0.000053682277,0.00015774489,0.0002823907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004795296,0.0003132949,0.00033269307,0.0013371597,0.0008535116,0.00065711484,0.0003139042,0.00042074022,0.0016390269],"category_scores_gemma":[0.0019880098,0.00019941972,0.00034561183,0.0008274076,0.00047276702,0.0006968527,0.00059808104,0.00039316554,0.0003101752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042372165,0.0000095049,0.99895585,0.0000052263067,0.0000066437337,0.00046861207,0.000033947068,0.000014258506,0.000115129194,0.000006052328,0.000069824455,0.00027268953],"study_design_scores_gemma":[0.00000630672,0.000094303236,0.99528885,0.000014256205,0.000009967395,0.0037852414,0.00037035838,0.000118029224,0.000078700854,0.000030472753,0.00019728998,0.0000062740314],"about_ca_topic_score_codex":0.0031150572,"about_ca_topic_score_gemma":0.0032463446,"teacher_disagreement_score":0.0031150572,"about_ca_system_score_codex":0.00057137175,"about_ca_system_score_gemma":0.00044854343,"threshold_uncertainty_score":0.0061938763},"labels":[],"label_agreement":null},{"id":"W3048934045","doi":"10.1017/dmp.2020.298","title":"Public Health Lessons Learned From Biases in Coronavirus Mortality Overestimation","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vetting; Public health; Pandemic; Case fatality rate; Coronavirus; Safeguarding; Environmental health; Mortality rate; Transmission (telecommunications); Estimation; Medicine; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Disease; Political science; Law; Economics; Nursing","score_opus":0.8828006667480987,"score_gpt":0.5703623125009162,"score_spread":0.31243835424718247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048934045","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010608634,0.05939402,0.011476927,0.9053358,0.0058824182,0.0001566552,0.00017462886,0.000052143376,0.0069187963],"genre_scores_gemma":[0.5511076,0.07607619,0.029607767,0.31643036,0.023216292,0.00055649003,0.00015438572,0.00020735025,0.002643655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.67577416,0.27217382,0.018832674,0.005064626,0.026418796,0.0017360122],"domain_scores_gemma":[0.24644403,0.67605585,0.02489648,0.013017516,0.03832073,0.001265367],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.32421508,0.00093511667,0.0013768531,0.0037465256,0.002110228,0.01174785,0.0034277434,0.0077372105,0.0029975707],"category_scores_gemma":[0.62074405,0.00076796865,0.0015742772,0.0022844514,0.01602553,0.013552839,0.005156357,0.010992717,0.00053359696],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014932933,0.00012770487,0.03247377,0.013292759,0.0019658692,0.0021817915,0.06651522,0.0031352667,0.0007995974,0.18335946,0.1608099,0.5338454],"study_design_scores_gemma":[0.00044140444,0.0010004126,0.031451624,0.05995674,0.0020381256,0.0037564884,0.074903555,0.0038968911,0.004663545,0.48679012,0.33050779,0.00059319794],"about_ca_topic_score_codex":0.0041346867,"about_ca_topic_score_gemma":0.0063010314,"teacher_disagreement_score":0.67578495,"about_ca_system_score_codex":0.006112318,"about_ca_system_score_gemma":0.009381652,"threshold_uncertainty_score":0.8333631},"labels":[],"label_agreement":null},{"id":"W3084057747","doi":"10.1017/dmp.2020.320","title":"Face Masks Are Beneficial Regardless of the Level of Infection in the Fight Against COVID-19","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Face masks; Coronavirus disease 2019 (COVID-19); Pandemic; Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Medicine; 2019-20 coronavirus outbreak; Coronavirus; Intensive care medicine; Environmental health; Disease; Medical emergency; Virology; Infectious disease (medical specialty); Outbreak","score_opus":0.2257323111890437,"score_gpt":0.3845725675263107,"score_spread":0.158840256337267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084057747","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007713033,0.9939272,0.00020341476,0.0014631728,0.00031323105,0.000025169864,0.000095022515,0.000007999054,0.0031936602],"genre_scores_gemma":[0.012334961,0.9841007,0.0007195948,0.0013265245,0.00024653564,0.000042242486,0.00008225283,0.0000043294394,0.0011429546],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99855417,0.0005628097,0.000310106,0.00012525832,0.00039718274,0.000050400333],"domain_scores_gemma":[0.99791986,0.0013229678,0.00037150303,0.0000388705,0.00030644046,0.000040413375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010876657,0.0003626452,0.00068092055,0.0013932223,0.000230678,0.0011553069,0.00063206465,0.0012104603,0.005110923],"category_scores_gemma":[0.0049688653,0.00015663487,0.0010156009,0.0008125679,0.0004635524,0.0010575252,0.00040179153,0.0009146372,0.00075049634],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025546833,0.00005883161,0.0007423185,0.11042505,0.0006164904,0.00016712946,0.00031669537,0.00019752118,0.0014855554,0.0046823784,0.02157689,0.85947573],"study_design_scores_gemma":[0.000085940264,0.0003429755,0.005837374,0.11439398,0.0015961323,0.0014513753,0.00050671067,0.00015006412,0.0014476236,0.0025522276,0.871603,0.000032545322],"about_ca_topic_score_codex":0.00185944,"about_ca_topic_score_gemma":0.003831457,"teacher_disagreement_score":0.005110923,"about_ca_system_score_codex":0.00050675205,"about_ca_system_score_gemma":0.0013570136,"threshold_uncertainty_score":0.017097712},"labels":[],"label_agreement":null},{"id":"W3094469519","doi":"10.1017/dmp.2020.406","title":"Emerging Standards and the Hybrid Model for Organizing Scientific Events During and After the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Waterloo","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Betacoronavirus; Virology; Computer science; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.16095619257814625,"score_gpt":0.36982230614862244,"score_spread":0.2088661135704762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094469519","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07483957,0.0011949693,0.6083929,0.056148283,0.0014963107,0.0011214247,0.0007549684,0.0017936012,0.25425795],"genre_scores_gemma":[0.73442453,0.001077721,0.22275783,0.0021939771,0.0006049175,0.0010795324,0.0011577175,0.00035006498,0.036353733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98311514,0.008252562,0.0014877509,0.0022826947,0.003591095,0.0012706731],"domain_scores_gemma":[0.976702,0.0060104434,0.0027483327,0.005156531,0.005421373,0.0039613033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019374147,0.00062495645,0.0005156541,0.004540912,0.0045765485,0.016356124,0.0037645411,0.0043652165,0.010669752],"category_scores_gemma":[0.02973263,0.0006031794,0.0011360743,0.0038304103,0.0073767677,0.01872744,0.010183506,0.003270574,0.003986206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008792182,0.00013879588,0.0053566284,0.00014415897,0.00003927823,0.00020516652,0.0060252594,0.008202702,0.00080377207,0.9028022,0.011037368,0.06515676],"study_design_scores_gemma":[0.00005942688,0.00014452492,0.0034720171,0.00022164428,0.000034904024,0.0002392438,0.008927097,0.032798655,0.00056822156,0.77836466,0.17506862,0.00010096887],"about_ca_topic_score_codex":0.010176485,"about_ca_topic_score_gemma":0.007940717,"teacher_disagreement_score":0.019374147,"about_ca_system_score_codex":0.0072682123,"about_ca_system_score_gemma":0.008160604,"threshold_uncertainty_score":0.10246152},"labels":[],"label_agreement":null},{"id":"W3128152120","doi":"10.1017/dmp.2021.27","title":"Text4Hope: Receiving Daily Supportive Text Messages for 3 Months During the COVID-19 Pandemic Reduces Stress, Anxiety, and Depression","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics; Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"University of Alberta; Alberta Health Services","keywords":"Anxiety; Patient Health Questionnaire; Depression (economics); Distress; Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Perceived Stress Scale; Clinical psychology; Population; Psychiatry; Depressive symptoms; Psychology; Stress (linguistics); Internal medicine; Disease; Environmental health","score_opus":0.09627843290967922,"score_gpt":0.4290660410859204,"score_spread":0.3327876081762412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128152120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699295,0.000249977,0.00026929,0.0002716794,0.00006187671,0.00017238635,0.00026306268,0.00012974709,0.0015889761],"genre_scores_gemma":[0.9952437,0.00029578924,0.0015445808,0.00023771414,0.00011766917,0.0002377749,0.00035711197,0.000007724329,0.001957796],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99988496,0.000042649095,0.000010111594,0.0000151646855,0.000020783447,0.000026306887],"domain_scores_gemma":[0.999616,0.00013284993,0.00009449688,0.000018794677,0.000026742013,0.000111089765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032527297,0.00023110132,0.00020442015,0.00025411567,0.00023258125,0.00023893914,0.00026492248,0.00032498472,0.008233831],"category_scores_gemma":[0.0014885928,0.00006927869,0.00019659835,0.00013023881,0.000100576566,0.0002877498,0.00037117378,0.00030481664,0.00053822336],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01645061,0.026619246,0.04971733,0.0023930455,0.00028951626,0.0004759888,0.002154121,0.00049852283,0.04445113,0.0000999501,0.010716323,0.84613425],"study_design_scores_gemma":[0.0070317257,0.1275747,0.8071481,0.0006134944,0.00085229013,0.0007259439,0.00404498,0.003045674,0.028465824,0.0003085095,0.02009922,0.00008959902],"about_ca_topic_score_codex":0.00057099125,"about_ca_topic_score_gemma":0.001149364,"teacher_disagreement_score":0.008233831,"about_ca_system_score_codex":0.00009819411,"about_ca_system_score_gemma":0.00019309604,"threshold_uncertainty_score":0.027544975},"labels":[],"label_agreement":null},{"id":"W3136867947","doi":"10.1017/dmp.2020.474","title":"The EDIT Survey: Identifying Emergency Department Information Technology Knowledge and Training Gaps","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Carleton University; McMaster University","funders":"","keywords":"Training (meteorology); Emergency department; Medical emergency; Computer science; Medicine; Geography; Nursing","score_opus":0.16078290913199828,"score_gpt":0.4608387122015546,"score_spread":0.3000558030695563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136867947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677142,0.0009690259,0.00057819544,0.0022426,0.000056602043,0.000882675,0.016828012,0.00009070515,0.010637939],"genre_scores_gemma":[0.98622173,0.0011143591,0.0014982298,0.0008366677,0.000040824583,0.0006413266,0.006677604,0.000014442101,0.0029547904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976387,0.00038294488,0.0003615503,0.000112505084,0.0010202858,0.00048406064],"domain_scores_gemma":[0.98706937,0.0030985102,0.0026183955,0.00023297966,0.005565709,0.0014150613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038076926,0.00017632097,0.0003132092,0.002666735,0.0006255112,0.00087999227,0.0006997259,0.0004107379,0.0024976304],"category_scores_gemma":[0.014947521,0.00017817802,0.00028159478,0.0023149808,0.00028861524,0.00094993046,0.0013286802,0.0004016336,0.00041987936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024786458,0.0002609701,0.89624256,0.0008201203,0.00004353074,0.00018190694,0.0042798272,0.0001578099,0.00032634888,0.00020862976,0.01796417,0.079266325],"study_design_scores_gemma":[0.000013469623,0.00015478024,0.9880095,0.00017465974,0.000015477735,0.000080297934,0.0035520187,0.00019319395,0.00013253356,0.000021762526,0.007643188,0.00000905243],"about_ca_topic_score_codex":0.20481196,"about_ca_topic_score_gemma":0.31436434,"teacher_disagreement_score":0.20481196,"about_ca_system_score_codex":0.004934142,"about_ca_system_score_gemma":0.008998818,"threshold_uncertainty_score":0.40723962},"labels":[],"label_agreement":null},{"id":"W3138637849","doi":"10.1017/dmp.2021.78","title":"SARS-CoV-2 Transmission in Alberta, British Columbia, and Ontario, Canada, December 25, 2019, to December 1, 2020","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Geography; Demography; Population; Coronavirus disease 2019 (COVID-19); Incidence (geometry); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine","score_opus":0.12902680126713167,"score_gpt":0.3893230257296263,"score_spread":0.2602962244624946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138637849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192546,0.0059167095,0.00078277214,0.0016846386,0.00017889462,0.00019029039,0.05567862,0.00017049549,0.016143123],"genre_scores_gemma":[0.97515625,0.001943155,0.00060717115,0.00048163338,0.00004089564,0.0000577752,0.015005562,0.000024070465,0.006683429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991357,0.000049994305,0.00003454962,0.000120805154,0.00032316003,0.0003358907],"domain_scores_gemma":[0.99806756,0.000051576888,0.00025645315,0.00003575251,0.0011966105,0.00039221146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007193225,0.0005600068,0.00039333498,0.0019309896,0.002118387,0.0015317001,0.0011995826,0.00035232306,0.0024945461],"category_scores_gemma":[0.001557421,0.00033524912,0.00050682406,0.0033666464,0.00065870245,0.00038054332,0.0007706078,0.0006456447,0.000327989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022515884,0.00003994539,0.9699158,0.00015037254,0.00015241142,0.00023928889,0.00066068646,0.000671261,0.00030219133,0.00030424097,0.014833216,0.012505372],"study_design_scores_gemma":[0.000021159542,0.000028874923,0.99193186,0.00012833465,0.00005489268,0.0000952287,0.0013058955,0.00073819835,0.00007691099,0.000044306285,0.0055573382,0.000016878725],"about_ca_topic_score_codex":0.99774444,"about_ca_topic_score_gemma":0.998933,"teacher_disagreement_score":0.03484095,"about_ca_system_score_codex":0.03484095,"about_ca_system_score_gemma":0.05499354,"threshold_uncertainty_score":0.25278997},"labels":[],"label_agreement":null},{"id":"W3157467639","doi":"10.1017/dmp.2021.133","title":"Fit Testing Retrofitted Full-Face Snorkel Masks as a Form of Novel Personal Protective Equipment During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Personal protective equipment; Respirator; Health care; Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Test (biology); Economic shortage; Medical emergency; Disease; Infectious disease (medical specialty)","score_opus":0.17011348511406515,"score_gpt":0.39029958275119214,"score_spread":0.220186097637127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157467639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983564,0.00030136565,0.0005079159,0.000076385615,0.000012791053,0.0000440412,0.00012396905,0.00000892658,0.00056827336],"genre_scores_gemma":[0.9985372,0.00015176625,0.00082721014,0.000056811095,0.000008020842,0.000025122747,0.00008732424,0.0000029603086,0.00030364702],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9969886,0.0011238917,0.00028241688,0.00037930819,0.00094812893,0.0002775999],"domain_scores_gemma":[0.99607736,0.00063665694,0.0020285887,0.00016398591,0.0009067773,0.00018658982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030714585,0.00042611727,0.00022635859,0.0005136362,0.0003158013,0.00052709517,0.00065469474,0.00046345344,0.0010423994],"category_scores_gemma":[0.006847613,0.00019304044,0.00033161897,0.00032226287,0.0004721124,0.0005863444,0.00068972394,0.00026492475,0.00023206777],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041826794,0.00013049511,0.9612983,0.00030579575,0.000057768688,0.00071545265,0.002395005,0.00025683703,0.009502605,0.000031525567,0.0003193378,0.024568504],"study_design_scores_gemma":[0.000007571971,0.0025039173,0.9840313,0.00020671952,0.00005744819,0.0012831169,0.0041299122,0.00059443136,0.0059415093,0.000020757281,0.0012047028,0.000018699264],"about_ca_topic_score_codex":0.004979436,"about_ca_topic_score_gemma":0.007561559,"teacher_disagreement_score":0.004979436,"about_ca_system_score_codex":0.0005900819,"about_ca_system_score_gemma":0.0006237577,"threshold_uncertainty_score":0.016243637},"labels":[],"label_agreement":null},{"id":"W3163283655","doi":"10.1017/dmp.2021.151","title":"Mathematical Modeling and COVID-19 Forecast in Texas, USA: A Prediction Model Analysis and the Probability of Disease Outbreak","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Bose Centre for Advanced Study and Research in Natural Sciences, University of Dhaka","keywords":"Outbreak; Basic reproduction number; Coronavirus disease 2019 (COVID-19); Demography; Infectious disease (medical specialty); Geography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemic model; Pandemic; Disease; Statistics; Operations research; Medicine; Environmental health; Virology; Mathematics; Population","score_opus":0.35166347038242257,"score_gpt":0.45204899760547673,"score_spread":0.10038552722305416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163283655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90434796,0.00073595386,0.08364666,0.0022270505,0.00009174799,0.0001164778,0.002215009,0.00028398266,0.0063351896],"genre_scores_gemma":[0.9917882,0.000341402,0.005091219,0.000053551856,0.000029273891,0.00006709135,0.0007688233,0.0000149629395,0.0018452877],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996377,0.00010480348,0.000020727326,0.00010988361,0.00005120878,0.00007565598],"domain_scores_gemma":[0.997109,0.0020040486,0.00041796526,0.000053362022,0.0003354508,0.00008024428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014636362,0.00069000013,0.00053869735,0.0013255236,0.0004951662,0.0012348372,0.0009308179,0.0008822688,0.0022231035],"category_scores_gemma":[0.0048877937,0.00036558948,0.0010739492,0.00076586974,0.00042023536,0.00096123724,0.00054060307,0.00091694517,0.00026188677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004584201,0.00003379224,0.01885166,0.00003136803,0.000031973654,0.00011180569,0.000051826006,0.9730742,0.00017378347,0.003398857,0.00087068253,0.0033241003],"study_design_scores_gemma":[0.000002645998,0.000011081112,0.0013112351,0.0000054074285,0.0000068841728,0.000013860626,0.000022402763,0.99770457,0.000035511366,0.00075634645,0.0001258177,0.0000042462384],"about_ca_topic_score_codex":0.0512391,"about_ca_topic_score_gemma":0.018464446,"teacher_disagreement_score":0.0512391,"about_ca_system_score_codex":0.0019617688,"about_ca_system_score_gemma":0.0015441072,"threshold_uncertainty_score":0.10188174},"labels":[],"label_agreement":null},{"id":"W3169547537","doi":"10.1017/dmp.2021.170","title":"Factors Related to Self-Reported Distress Experienced by Physicians During Their First COVID-19 Triage Decisions","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Triage; Distress; Odds ratio; Confidence interval; Medicine; Coronavirus disease 2019 (COVID-19); Odds; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Severity of illness; 2019-20 coronavirus outbreak; Emergency medicine; Medical emergency; Family medicine; Psychiatry; Logistic regression; Internal medicine; Disease; Clinical psychology; Infectious disease (medical specialty)","score_opus":0.1635744199650365,"score_gpt":0.45119566175981096,"score_spread":0.28762124179477444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169547537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999008,0.00012841492,0.00007396216,0.0003253727,0.000008732313,0.000012586324,0.00010262755,0.000003401341,0.0003369589],"genre_scores_gemma":[0.99960285,0.000056090703,0.0001014593,0.000055670393,0.000011766763,0.000007001586,0.00009598967,5.3299783e-7,0.0000686635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988342,0.0003960446,0.0001891115,0.00011301834,0.00027005502,0.00019758269],"domain_scores_gemma":[0.9856515,0.0030695014,0.008487654,0.00017553699,0.0008211075,0.001794763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012138706,0.00013036131,0.00014442862,0.0004650271,0.00039783554,0.00047755102,0.00019857784,0.00038273496,0.0021169884],"category_scores_gemma":[0.013503421,0.00013848484,0.00016131629,0.00037786606,0.00026751726,0.0003784165,0.00051395845,0.00056139845,0.0001595887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027621778,0.000030057705,0.9979206,0.000009871858,0.000011329837,0.00003955535,0.00029574535,0.000036439436,0.00009487433,0.000005577233,0.00022088793,0.001307492],"study_design_scores_gemma":[0.0000024717704,0.000078889374,0.99854773,0.00001310734,0.0000030765436,0.000082640276,0.00094262126,0.00016374452,0.000029936691,0.000007769227,0.00012500654,0.0000029651121],"about_ca_topic_score_codex":0.0058965897,"about_ca_topic_score_gemma":0.008111163,"teacher_disagreement_score":0.0058965897,"about_ca_system_score_codex":0.00047688576,"about_ca_system_score_gemma":0.00063771434,"threshold_uncertainty_score":0.011724532},"labels":[],"label_agreement":null},{"id":"W3185677914","doi":"10.1017/dmp.2021.236","title":"A Systematic Map of Non-Clinical Evidence Syntheses Published Globally on COVID-19","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"CINAHL; MEDLINE; Library science; Mental health; Grey literature; Systematic review; Political science; Medicine; Gerontology; Family medicine; Computer science; Psychiatry","score_opus":0.8377967463759965,"score_gpt":0.6190697649506985,"score_spread":0.218726981425298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185677914","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020410858,0.822807,0.018600825,0.0153838415,0.0029075341,0.033459164,0.06880945,0.0007561298,0.016865183],"genre_scores_gemma":[0.1269153,0.6445565,0.10920618,0.005827043,0.00076224824,0.07536508,0.035041865,0.00045486842,0.0018709316],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.7874122,0.071573906,0.09999258,0.010329176,0.028172111,0.002519965],"domain_scores_gemma":[0.47341815,0.39321452,0.054153252,0.016847786,0.059232526,0.0031337012],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.11886912,0.003437921,0.012770731,0.20537658,0.0033986322,0.011598898,0.004181164,0.0039000912,0.015813775],"category_scores_gemma":[0.4251752,0.003462298,0.009912921,0.15644757,0.004229456,0.014321176,0.013406189,0.0039894786,0.001963281],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028471317,0.000043496475,0.0026550298,0.8918518,0.004546754,0.00032377228,0.0048430003,0.00043760915,0.0006155214,0.0047863903,0.0073152087,0.082296796],"study_design_scores_gemma":[0.00026603095,0.00016612059,0.0042126705,0.9136648,0.010903051,0.00024696696,0.0039030174,0.00022103738,0.000450215,0.0031318467,0.062748425,0.000085846],"about_ca_topic_score_codex":0.008806329,"about_ca_topic_score_gemma":0.016356116,"teacher_disagreement_score":0.8811309,"about_ca_system_score_codex":0.012910381,"about_ca_system_score_gemma":0.07789511,"threshold_uncertainty_score":0.6286475},"labels":[],"label_agreement":null},{"id":"W3195496159","doi":"10.1017/dmp.2021.162","title":"Barriers to Climate Disaster risk Management for Public Health: Lessons from a Pilot Survey of National Public Health Representatives","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Public health; Emergency management; Occupational safety and health; Environmental health; Disaster planning; Risk management; Suicide prevention; Business; Environmental planning; Political science; Poison control; Environmental resource management; Geography; Medicine; Nursing; Environmental science; Finance","score_opus":0.278121714251253,"score_gpt":0.4756186092193305,"score_spread":0.19749689496807754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195496159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850285,0.00046680626,0.0012962068,0.008522345,0.00005927745,0.0003830214,0.0004778833,0.000014929525,0.0037509906],"genre_scores_gemma":[0.99640393,0.0003984467,0.0010821644,0.0011404313,0.000026854541,0.0004283955,0.00022789188,0.000006582784,0.00028533468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9875544,0.009662409,0.00047049366,0.00041408415,0.00081398356,0.0010845971],"domain_scores_gemma":[0.9620903,0.024547763,0.004047979,0.0018689634,0.005059783,0.0023852063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02186058,0.00028449326,0.00031350285,0.0009193465,0.0012228983,0.001449524,0.0010226152,0.00090851873,0.0025113034],"category_scores_gemma":[0.043015223,0.00033371404,0.0003751386,0.0018019094,0.0011355603,0.003405254,0.0026175801,0.0013663383,0.00022065832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023463751,0.0014462507,0.7518387,0.0008205278,0.00009651248,0.0005590518,0.13842236,0.0003574078,0.00046402132,0.0015353451,0.009447329,0.094777845],"study_design_scores_gemma":[0.00008257789,0.0008952483,0.63443977,0.0009883489,0.00007076336,0.000275987,0.34626466,0.0012430187,0.0005280363,0.0010365362,0.014115702,0.00005936818],"about_ca_topic_score_codex":0.027242787,"about_ca_topic_score_gemma":0.038486276,"teacher_disagreement_score":0.027242787,"about_ca_system_score_codex":0.0020913929,"about_ca_system_score_gemma":0.006282146,"threshold_uncertainty_score":0.115611196},"labels":[],"label_agreement":null},{"id":"W3197308438","doi":"10.1017/dmp.2021.288","title":"Willingness to Work amongst Australian Frontline Healthcare Workers during Australia’s First Wave of Covid-19 Community Transmission: Results of an Online Survey","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Personal protective equipment; Pandemic; Health care; Work (physics); Medicine; Quarter (Canadian coin); Risk perception; Public health; Occupational safety and health; Nursing; Coronavirus disease 2019 (COVID-19); Environmental health; Perception; Family medicine; Psychology; Infectious disease (medical specialty); Disease; Political science","score_opus":0.41249091406182703,"score_gpt":0.4819369409412599,"score_spread":0.06944602687943285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197308438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990772,0.000060628874,0.000024588124,0.00015747815,0.0000047750327,0.000019364223,0.00006558358,0.0000010166176,0.00058938994],"genre_scores_gemma":[0.99897325,0.00016935862,0.00008798427,0.00015803268,0.00000587752,0.00004398385,0.000065718,0.0000010695962,0.00049474096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990108,0.00037779435,0.000092761096,0.00008493489,0.00022619688,0.00020754023],"domain_scores_gemma":[0.996209,0.0010449189,0.0011063255,0.00013980431,0.0007889764,0.000710901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025654375,0.00019416798,0.00022308686,0.0006262189,0.00094570866,0.0011598096,0.0003685561,0.0005809601,0.0018347525],"category_scores_gemma":[0.0060537225,0.00027856693,0.00039214868,0.00041857696,0.0006238183,0.00076348835,0.0013040439,0.0008237263,0.00031231673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011669774,0.00034503124,0.79977506,0.0002555694,0.000056399054,0.0003380718,0.17715804,0.000054016942,0.00076124247,0.0000720229,0.0013667368,0.019701153],"study_design_scores_gemma":[0.0000045273155,0.00019804554,0.9058701,0.00008120537,0.000009827935,0.00008446229,0.09251892,0.000091132715,0.0000603809,0.000025219906,0.0010427573,0.000013440447],"about_ca_topic_score_codex":0.024794245,"about_ca_topic_score_gemma":0.03099462,"teacher_disagreement_score":0.024794245,"about_ca_system_score_codex":0.000828604,"about_ca_system_score_gemma":0.00095386425,"threshold_uncertainty_score":0.049299836},"labels":[],"label_agreement":null},{"id":"W3199590833","doi":"10.1017/dmp.2021.294","title":"Occupational Health and Safety Measures in Healthcare Settings during COVID-19: Strategies for Protecting Staff, Patients and Visitors","year":2021,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Grand River Hospital; University of Waterloo","funders":"","keywords":"Personal protective equipment; Health care; Infection control; Occupational safety and health; Pandemic; Business; Medical emergency; Medicine; Patient safety; Transmission (telecommunications); Nursing; Environmental health; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Disease; Infectious disease (medical specialty); Political science","score_opus":0.112248670516407,"score_gpt":0.42879319171778907,"score_spread":0.3165445212013821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199590833","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089419034,0.98891115,0.00094337395,0.004863389,0.00088475563,0.000068510446,0.000059399285,0.000019108307,0.0033560744],"genre_scores_gemma":[0.0074868174,0.9879745,0.0013888514,0.0016182308,0.000508172,0.00008105538,0.000056767498,0.000004493924,0.000881128],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833953,0.0006680829,0.00027717132,0.00017256272,0.00037627344,0.00016634031],"domain_scores_gemma":[0.9977349,0.0010822775,0.00054181967,0.0000573875,0.00046551996,0.000118122225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022290037,0.001040881,0.00090034236,0.0024023834,0.0007334446,0.003080656,0.00106244,0.0026887346,0.0033052],"category_scores_gemma":[0.004742386,0.00028771002,0.0014180046,0.001437118,0.0010664505,0.0023416602,0.0015430769,0.0016844101,0.0008266762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008869363,0.00013375057,0.002015081,0.07346723,0.00034894398,0.00061789306,0.0017246434,0.0008199891,0.0011020467,0.014592614,0.031381786,0.8737073],"study_design_scores_gemma":[0.000026046122,0.00040804857,0.005857738,0.08137024,0.0006396659,0.0018679163,0.0035593123,0.00025873331,0.0012464026,0.005211998,0.8994801,0.00007387435],"about_ca_topic_score_codex":0.0053092735,"about_ca_topic_score_gemma":0.005951797,"teacher_disagreement_score":0.0053092735,"about_ca_system_score_codex":0.001383402,"about_ca_system_score_gemma":0.006921839,"threshold_uncertainty_score":0.011788249},"labels":[],"label_agreement":null},{"id":"W3206534785","doi":"10.1017/dmp.2021.276","title":"Rural Older Adults in Disasters: A Study of Recovery From Hurricane Michael","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adler","funders":"Federal Emergency Management Agency; Florida Department of Health","keywords":"Emergency management; Psychological intervention; Preparedness; Suicide prevention; Natural disaster; Poison control; Human factors and ergonomics; Logistic regression; Gerontology; Descriptive statistics; Disaster preparedness; Psychology; Geography; Socioeconomics; Medicine; Environmental health; Political science; Nursing; Sociology","score_opus":0.037251341513994764,"score_gpt":0.3468224266588053,"score_spread":0.3095710851448105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206534785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988274,0.00009439235,0.000022232352,0.00040158298,0.000007065101,0.00003115411,0.000054302287,0.0000010382564,0.00056086306],"genre_scores_gemma":[0.99828404,0.0003712576,0.00008655632,0.00055758713,0.000014952888,0.00007730319,0.00007910364,0.0000017433339,0.0005273721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995486,0.00015556342,0.000034805533,0.000051631705,0.0000662187,0.00014311468],"domain_scores_gemma":[0.99899226,0.0001482852,0.00028532988,0.00004108466,0.00014746006,0.00038557375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014667482,0.00020608166,0.00033014454,0.00066476717,0.002865526,0.0009761122,0.00037825765,0.0006931383,0.0017124059],"category_scores_gemma":[0.0032117192,0.00035307725,0.00034027864,0.00075520296,0.0005725894,0.0012890404,0.0012237646,0.0014062498,0.00030478556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016269268,0.0016348676,0.6515318,0.00023879235,0.000057836787,0.0013397567,0.32556105,0.00004254527,0.00085152,0.00027936176,0.0029507666,0.015348935],"study_design_scores_gemma":[0.000026406795,0.0006765316,0.6068073,0.00013648918,0.000025371348,0.00053211115,0.38673872,0.0000600948,0.00007146541,0.00009299884,0.0048152953,0.000017161841],"about_ca_topic_score_codex":0.030560842,"about_ca_topic_score_gemma":0.06525595,"teacher_disagreement_score":0.030560842,"about_ca_system_score_codex":0.0007181619,"about_ca_system_score_gemma":0.0017405635,"threshold_uncertainty_score":0.060765922},"labels":[],"label_agreement":null},{"id":"W4220890023","doi":"10.1017/dmp.2022.82","title":"Impact of Point-of-Care Ultrasound on Secondary Triage: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Triage; Medicine; Hemothorax; Hemoperitoneum; Pneumothorax; Focused assessment with sonography for trauma; Medical emergency; Emergency medicine; Occult; Radiology; Blunt; Abdominal trauma","score_opus":0.14327697806302067,"score_gpt":0.4680681496931352,"score_spread":0.3247911716301145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220890023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987827,0.000037774316,0.00050192204,0.00004085675,0.000010775068,0.00026831473,0.000022055387,0.000009531863,0.00032610443],"genre_scores_gemma":[0.998464,0.0000444227,0.0011726861,0.000046990834,0.00002959551,0.0001268103,0.000035804525,0.000002553158,0.000077080724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970029,0.0021386794,0.00012571795,0.00017881353,0.00031534524,0.00023856734],"domain_scores_gemma":[0.986207,0.008786487,0.0011273727,0.00077002274,0.001913927,0.0011951833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032916542,0.00060212164,0.00035727312,0.00043088023,0.00036720745,0.0003504551,0.0004717793,0.0005269475,0.0027972988],"category_scores_gemma":[0.016023831,0.0001765676,0.00047482483,0.00020518368,0.00067040353,0.0004882756,0.0006810273,0.00055965787,0.00041736112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05137038,0.075772405,0.69024247,0.00071378925,0.00036433636,0.0038598164,0.0042277593,0.0048142816,0.034550346,0.00021409104,0.001082923,0.13278732],"study_design_scores_gemma":[0.0031448975,0.6629444,0.3077834,0.0000706328,0.00025047045,0.0022151219,0.0015905641,0.009852054,0.011047207,0.00013756817,0.0009067507,0.00005686281],"about_ca_topic_score_codex":0.0014251915,"about_ca_topic_score_gemma":0.0011475934,"teacher_disagreement_score":0.0032916542,"about_ca_system_score_codex":0.00052760815,"about_ca_system_score_gemma":0.00091602164,"threshold_uncertainty_score":0.017408133},"labels":[],"label_agreement":null},{"id":"W4294125272","doi":"10.1017/dmp.2022.186","title":"Disaster Preparedness: Hospital Pharmacy Strategy for Prioritized Inventory Management and Drug Procurement on Vancouver Island","year":2022,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Victoria General Hospital; University of British Columbia","funders":"","keywords":"Procurement; Medical emergency; Pharmacy; Disaster preparedness; Emergency management; Business; Preparedness; Surge Capacity; Disaster medicine; Inventory management; Operations management; Medicine; Poison control; Suicide prevention; Nursing; Engineering; Marketing; Coronavirus disease 2019 (COVID-19)","score_opus":0.10932326136532917,"score_gpt":0.42063520430310997,"score_spread":0.3113119429377808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294125272","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34435472,0.007931422,0.010128296,0.19692285,0.0017890253,0.004952889,0.0026555364,0.0014194907,0.42984572],"genre_scores_gemma":[0.73468554,0.0076471814,0.022487184,0.024885034,0.00036661964,0.0006658019,0.0021187693,0.00014133005,0.2070025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906737,0.00013893154,0.000043708576,0.000040235518,0.0003463618,0.00036342046],"domain_scores_gemma":[0.99486756,0.00019598557,0.00019648187,0.00005744599,0.0015153193,0.0031671186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010155026,0.00035883926,0.000118700555,0.0008897086,0.0041333204,0.0031204948,0.0012660994,0.0013366307,0.010952241],"category_scores_gemma":[0.0027876652,0.00029327188,0.00019986038,0.000618911,0.00049751217,0.00057121716,0.0029195524,0.0016214587,0.0011301171],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029522213,0.0006241252,0.07270041,0.0009439421,0.00008435313,0.0073290463,0.003382657,0.0051642777,0.009017778,0.008955971,0.40498924,0.48651284],"study_design_scores_gemma":[0.00017949725,0.00050625496,0.14485271,0.0010075698,0.000039919996,0.0010857611,0.014014212,0.0037928368,0.002495822,0.0015530156,0.8303516,0.00012081218],"about_ca_topic_score_codex":0.6299951,"about_ca_topic_score_gemma":0.8284495,"teacher_disagreement_score":0.3700049,"about_ca_system_score_codex":0.014085252,"about_ca_system_score_gemma":0.08839459,"threshold_uncertainty_score":0.74436784},"labels":[],"label_agreement":null},{"id":"W4307503204","doi":"10.1017/dmp.2022.184","title":"Factors Affecting Paramedic Response Readiness to CBRN Threats in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Public Health","funders":"","keywords":"Population; Medicine; Univariate; Demographics; Multivariate analysis; Psychology; Medical emergency; Medical education; Multivariate statistics; Environmental health; Demography; Computer science","score_opus":0.1924006744961014,"score_gpt":0.4249657225060516,"score_spread":0.23256504800995018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307503204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878933,0.00073831994,0.00014729898,0.0033759822,0.00004911177,0.000136297,0.0014064091,0.000014768771,0.006238534],"genre_scores_gemma":[0.99714726,0.0005906653,0.00017667936,0.00031641583,0.000011625494,0.000037672282,0.00034452742,0.0000041904536,0.001370891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990445,0.00009614644,0.00005489116,0.00009195546,0.00029809432,0.00041441215],"domain_scores_gemma":[0.9959812,0.0003194101,0.00089954893,0.00006230747,0.0014056839,0.0013319294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007737907,0.00021850443,0.00019051811,0.00062777265,0.0027016837,0.000754954,0.000852899,0.00036512452,0.0038153785],"category_scores_gemma":[0.0047018607,0.00023438687,0.000244271,0.0011071112,0.00074655743,0.00031108913,0.00081603014,0.0005978722,0.00025781314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080472615,0.00005931234,0.97841406,0.00013752261,0.000019313498,0.00025808075,0.0049094185,0.00017836322,0.00037824927,0.0001247226,0.0044680606,0.010972261],"study_design_scores_gemma":[0.0000053408476,0.000024136318,0.9924036,0.00007315284,0.0000047917306,0.000039876308,0.0056958455,0.0000904291,0.000028419305,0.00001586064,0.0016114137,0.0000071541617],"about_ca_topic_score_codex":0.9915208,"about_ca_topic_score_gemma":0.99631566,"teacher_disagreement_score":0.027088758,"about_ca_system_score_codex":0.027088758,"about_ca_system_score_gemma":0.052055117,"threshold_uncertainty_score":0.19654363},"labels":[],"label_agreement":null},{"id":"W4311203997","doi":"10.1017/dmp.2022.281","title":"Biases in COVID-19 Case and Death Definitions: Potential Causes and Consequences","year":2022,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public health; China; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public health surveillance; Disease; Medicine; Criminology; Data science; Political science; Infectious disease (medical specialty); Virology; Psychology; Computer science; Law; Pathology","score_opus":0.619223959970045,"score_gpt":0.5027846056456422,"score_spread":0.11643935432440278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311203997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41574198,0.073951736,0.24476631,0.1977708,0.0074862917,0.0054562707,0.0075493837,0.0002905113,0.046986703],"genre_scores_gemma":[0.9113539,0.007311126,0.046976045,0.027315175,0.0026758867,0.0018291792,0.0013246916,0.00011569829,0.0010983314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.4807973,0.42423448,0.040787067,0.014379039,0.037075803,0.0027262964],"domain_scores_gemma":[0.16747645,0.66374546,0.09239457,0.03743274,0.037660107,0.0012906292],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4308753,0.000798894,0.0013933046,0.007222243,0.0023900615,0.0047473214,0.0039422954,0.002215679,0.002198127],"category_scores_gemma":[0.7151,0.00086613034,0.0012981083,0.0073040705,0.0066159135,0.007187061,0.00514438,0.003170991,0.00042918045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001320648,0.0001663252,0.6301956,0.005508021,0.001769482,0.0007132747,0.03395348,0.001961991,0.00042119363,0.10112149,0.021229511,0.20163889],"study_design_scores_gemma":[0.00056680635,0.0012650054,0.44662124,0.035492983,0.0028451525,0.00716872,0.040185425,0.016724033,0.010381548,0.30966157,0.12799811,0.0010893911],"about_ca_topic_score_codex":0.0069785477,"about_ca_topic_score_gemma":0.00691456,"teacher_disagreement_score":0.5691247,"about_ca_system_score_codex":0.0040738718,"about_ca_system_score_gemma":0.0043118335,"threshold_uncertainty_score":0.70183206},"labels":[],"label_agreement":null},{"id":"W4311669373","doi":"10.1017/dmp.2022.290","title":"The COVID-19 Response in North America","year":2022,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Social network (sociolinguistics); Political science; Affect (linguistics); Social media; Social distance; Economic growth; Development economics; Sociology; Disease; Virology; Medicine; Economics; Infectious disease (medical specialty); Law","score_opus":0.12000202265996403,"score_gpt":0.4173480794355978,"score_spread":0.2973460567756338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311669373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92700845,0.0014831049,0.00022749827,0.017293354,0.00016263638,0.00005965453,0.00064097147,0.000029463057,0.053094815],"genre_scores_gemma":[0.99214536,0.001223409,0.00019742116,0.0023770337,0.00006277608,0.000035054258,0.00030460476,0.000009925497,0.0036443905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934036,0.00020688196,0.000018591783,0.00009110992,0.00011951847,0.00022350423],"domain_scores_gemma":[0.99815387,0.0004715567,0.00045010782,0.00006592801,0.00044417015,0.00041428066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007181803,0.00013757878,0.00015732642,0.0010480009,0.0038411259,0.0019187434,0.00033192988,0.0006591043,0.003168921],"category_scores_gemma":[0.0029760343,0.00011652178,0.00015036137,0.0017663067,0.0009434058,0.001559045,0.0018872037,0.0008661176,0.00023392026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002815668,0.00022747913,0.5742561,0.0005603516,0.00010504994,0.0025385593,0.20079128,0.0005111941,0.002156508,0.010650131,0.09290697,0.11501483],"study_design_scores_gemma":[0.000010337506,0.00005031153,0.58393526,0.00026831598,0.000028907629,0.00027671037,0.3247387,0.0005043261,0.000321564,0.0010034917,0.08882643,0.000035619134],"about_ca_topic_score_codex":0.35376436,"about_ca_topic_score_gemma":0.50831264,"teacher_disagreement_score":0.35376436,"about_ca_system_score_codex":0.0045405217,"about_ca_system_score_gemma":0.0048537655,"threshold_uncertainty_score":0.70341045},"labels":[],"label_agreement":null},{"id":"W4312020037","doi":"10.1017/dmp.2022.231","title":"Evaluating the Prevalence and Correlates of Major Depressive Disorder Among Residents of Fort McMurray, Canada, One Year After a Devastating Flood","year":2022,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Health Research Foundation; University of Alberta","funders":"Canadian Mental Health Association","keywords":"Psychosocial; Depression (economics); Mental health; Major depressive disorder; Medicine; Logistic regression; Poison control; Occupational safety and health; Suicide prevention; Injury prevention; Psychiatry; Cross-sectional study; Patient Health Questionnaire; Descriptive statistics; Demography; Environmental health; Depressive symptoms; Mood; Anxiety","score_opus":0.11348678342417522,"score_gpt":0.4186362685003687,"score_spread":0.3051494850761935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312020037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985668,0.00011390185,0.000022994449,0.00016225844,0.0000036664142,0.000022113249,0.0005290511,0.0000018179795,0.00057739165],"genre_scores_gemma":[0.9989278,0.00015504129,0.000060550938,0.000059800823,0.0000035124879,0.000009596003,0.0003403143,5.4546825e-7,0.00044293146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971026,0.00003061703,0.000018395576,0.000027873746,0.00010350784,0.0001093221],"domain_scores_gemma":[0.9989869,0.000042707128,0.00025211734,0.000018136529,0.00042876753,0.00027137305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031363347,0.00016173352,0.0001423766,0.0005837078,0.0014067313,0.0005227243,0.00068205746,0.00030019908,0.00093914004],"category_scores_gemma":[0.0014317149,0.00020580461,0.00018003573,0.0008879374,0.00038538733,0.00022937063,0.00051116385,0.00039595246,0.00012981985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001158899,0.000015603646,0.99804085,0.00001153583,0.000008746627,0.00007324754,0.00037722007,0.000016694768,0.0001211147,0.0000070367846,0.00022877361,0.0010874936],"study_design_scores_gemma":[6.8665e-7,0.0000150980795,0.9985892,0.000008130096,0.0000026351677,0.000025581985,0.0011753296,0.00004070398,0.000015881898,0.0000018899318,0.00012330918,0.0000015691606],"about_ca_topic_score_codex":0.96006763,"about_ca_topic_score_gemma":0.9810099,"teacher_disagreement_score":0.03993237,"about_ca_system_score_codex":0.0059957583,"about_ca_system_score_gemma":0.008007826,"threshold_uncertainty_score":0.08033502},"labels":[],"label_agreement":null},{"id":"W4317871115","doi":"10.1017/dmp.2023.20","title":"Public Perceptions Regarding the Preparedness of Government to Combat the Third Wave of COVID-19 (SARS-CoV-2) Infection Across Various States of India","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Umm Al-Qura University","keywords":"Preparedness; Government (linguistics); Pandemic; Quarter (Canadian coin); Public health; Population; Perception; Descriptive statistics; Emergency management; Health care; Medical emergency; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Business; Political science; Environmental health; Disease; Nursing; Geography; Infectious disease (medical specialty)","score_opus":0.41082759365361204,"score_gpt":0.4838091772112105,"score_spread":0.07298158355759843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317871115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966625,0.00011523519,0.000046191526,0.0012135721,0.000013072217,0.000012803703,0.000028467082,0.0000016267201,0.0019066148],"genre_scores_gemma":[0.999595,0.00011525153,0.000024479612,0.00013263321,0.000006512441,0.000005927994,0.000013133844,5.839126e-7,0.00010643737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972066,0.0013526016,0.00019340018,0.00012298564,0.0004891697,0.00063518336],"domain_scores_gemma":[0.9865455,0.0051438836,0.004890141,0.0004173471,0.0014280042,0.0015751417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051356265,0.00017460242,0.00021581273,0.0009127246,0.0013573206,0.0023176034,0.00036644176,0.0006933497,0.002194245],"category_scores_gemma":[0.014515178,0.00022739651,0.00037714664,0.0008526995,0.0016602435,0.0012561118,0.0015734013,0.0015529267,0.00016735328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016966798,0.00031094972,0.81586516,0.00020896323,0.00007028221,0.0006933708,0.16280991,0.00017159217,0.00078869273,0.001317919,0.0012710362,0.01632242],"study_design_scores_gemma":[0.000007843076,0.00026631486,0.6679522,0.00018740683,0.000037407302,0.00025334946,0.3280861,0.00020530878,0.00020191306,0.00029695974,0.0024721748,0.000033031007],"about_ca_topic_score_codex":0.010332228,"about_ca_topic_score_gemma":0.00958883,"teacher_disagreement_score":0.010332228,"about_ca_system_score_codex":0.0013692499,"about_ca_system_score_gemma":0.0015781418,"threshold_uncertainty_score":0.027160108},"labels":[],"label_agreement":null},{"id":"W4320709650","doi":"10.1017/dmp.2022.258","title":"Web-Based Psychosocial Interventions for Disaster-Related Distress: What Has Been Trialed in the Past, and What Can We Learn From This?","year":2023,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; PsycINFO; Psychosocial; Generalizability theory; MEDLINE; Distress; Psychology; Intervention (counseling); Systematic review; Medicine; Applied psychology; Clinical psychology; Psychotherapist; Psychiatry","score_opus":0.26838265363838154,"score_gpt":0.48026348853769857,"score_spread":0.21188083489931703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320709650","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025421942,0.994472,0.00023319764,0.00095717807,0.0003718014,0.00067563454,0.00010562177,0.000017866936,0.0006244577],"genre_scores_gemma":[0.022074774,0.97340536,0.0014906726,0.0011663726,0.00031536163,0.0012355134,0.000107394255,0.000012327069,0.00019224372],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99023825,0.0054425662,0.0023161953,0.00047041193,0.0012359698,0.00029669498],"domain_scores_gemma":[0.9410905,0.04666519,0.0062863515,0.0012259502,0.0039064717,0.000825464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01936539,0.0012111143,0.006663052,0.0026549199,0.0009822012,0.004299006,0.0020651615,0.0028564418,0.008842154],"category_scores_gemma":[0.07244009,0.00087934895,0.006130908,0.004172419,0.0012002198,0.0028880402,0.0016939163,0.0027626257,0.00076901156],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002476363,0.00057902676,0.0005493724,0.7427443,0.0078099924,0.000057870304,0.00038489097,0.00015954064,0.00028214103,0.0004954113,0.0019053522,0.24255578],"study_design_scores_gemma":[0.0036219286,0.004597357,0.0040404843,0.92309487,0.033130884,0.0001837229,0.000987785,0.00018495262,0.0006683245,0.0006863008,0.02873947,0.00006384877],"about_ca_topic_score_codex":0.0045908247,"about_ca_topic_score_gemma":0.012334038,"teacher_disagreement_score":0.01936539,"about_ca_system_score_codex":0.0029863252,"about_ca_system_score_gemma":0.010747095,"threshold_uncertainty_score":0.102415144},"labels":[],"label_agreement":null},{"id":"W4320857997","doi":"10.1017/dmp.2022.287","title":"A Scoping Review of Pediatric Mass-Casualty Incident Triage Algorithms","year":2023,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Triage; CINAHL; Medicine; Mass-casualty incident; Population; MEDLINE; Medical emergency; Algorithm; Scopus; Poison control; Injury prevention; Nursing; Computer science; Environmental health; Psychological intervention","score_opus":0.46706195117059457,"score_gpt":0.5776299986283402,"score_spread":0.11056804745774562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320857997","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010869368,0.99526155,0.0005151556,0.00048468474,0.00022224984,0.0011452122,0.00061357487,0.000018477129,0.00065215584],"genre_scores_gemma":[0.008956015,0.9855434,0.002217946,0.00047064244,0.00011251843,0.0019292566,0.0006319883,0.000011944006,0.00012627234],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97197276,0.008843681,0.013050688,0.0015121811,0.004167535,0.00045308622],"domain_scores_gemma":[0.90972334,0.0629442,0.016373057,0.0012801257,0.009264269,0.00041509018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028934171,0.0022811792,0.007591982,0.025994837,0.0011170427,0.004433039,0.0038708395,0.0026367516,0.0059315586],"category_scores_gemma":[0.1304991,0.0017113864,0.009073626,0.024619985,0.0012804698,0.004380548,0.0026532274,0.001823808,0.0006841524],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001689698,0.000017866922,0.000719009,0.91852844,0.0026660406,0.00008307872,0.0004059748,0.00023393339,0.000085360414,0.00038514324,0.002301271,0.07440498],"study_design_scores_gemma":[0.00007392816,0.00007355474,0.0014929386,0.9759376,0.010192964,0.0001454137,0.00020155121,0.000080718695,0.000074826,0.00016623053,0.011544569,0.000015671343],"about_ca_topic_score_codex":0.010172557,"about_ca_topic_score_gemma":0.018237976,"teacher_disagreement_score":0.028934171,"about_ca_system_score_codex":0.007152203,"about_ca_system_score_gemma":0.022834942,"threshold_uncertainty_score":0.15302032},"labels":[],"label_agreement":null},{"id":"W4321598104","doi":"10.1017/dmp.2022.296","title":"A Prospective Post-disaster Longitudinal Follow-up Study of Emotional and Psychosocial Outcomes of the Oklahoma City Bombing Rescue and Recovery Workers During the First Quarter Century Afterward","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Longitudinal study; Major depressive disorder; Psychiatry; Mental health; Suicide prevention; Occupational safety and health; Poison control; Prospective cohort study; Injury prevention; Medicine; Quarter (Canadian coin); Psychology; Medical emergency; Mood; Surgery","score_opus":0.07830794057771662,"score_gpt":0.3816940946529168,"score_spread":0.3033861540752002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321598104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994087,0.00004705001,0.000023322851,0.000055182107,0.0000027409933,0.000014362037,0.0003323999,0.0000011335002,0.000115086186],"genre_scores_gemma":[0.99854445,0.00007667831,0.00007539579,0.00006525826,0.000006472415,0.000058660367,0.00072839187,0.0000015205186,0.00044323193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997453,0.000060228926,0.000016981108,0.00004376811,0.000035708697,0.000098012875],"domain_scores_gemma":[0.999006,0.000072355,0.00033790065,0.00007573078,0.0001961048,0.0003119871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006294295,0.00024457535,0.0002279922,0.00068085664,0.0016396077,0.0005586519,0.00039155266,0.0004961948,0.0009749909],"category_scores_gemma":[0.0014059244,0.00033063054,0.00026593194,0.000581816,0.00027291957,0.0006632484,0.00074481714,0.0009313267,0.0004593046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073511175,0.000147799,0.99748933,0.000005054289,0.000017197066,0.0001273162,0.00091257883,0.0000122597285,0.00021960872,0.000006773513,0.00018558365,0.0008029012],"study_design_scores_gemma":[0.0000052088544,0.00014545931,0.9979233,0.0000055090763,0.000008335785,0.00007050871,0.0016140413,0.000018649374,0.000025122104,0.000005043114,0.00017537145,0.0000034302545],"about_ca_topic_score_codex":0.0414063,"about_ca_topic_score_gemma":0.06661316,"teacher_disagreement_score":0.0414063,"about_ca_system_score_codex":0.00078766636,"about_ca_system_score_gemma":0.0010621597,"threshold_uncertainty_score":0.082330585},"labels":[],"label_agreement":null},{"id":"W4322496012","doi":"10.1017/dmp.2022.241","title":"Virtual Aunting and Public Health Emergencies: A Novel Approach to Sharing Public Health Guidance","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto Scarborough; University of Toronto; Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Grassroots; Health equity; Swahili; Public relations; Equity (law); Pandemic; Community health; Political science; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","score_opus":0.20140259874827368,"score_gpt":0.39744300581558156,"score_spread":0.19604040706730788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322496012","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19567007,0.0014227489,0.37078565,0.051032748,0.0021001445,0.000997871,0.00015099604,0.0009487028,0.37689108],"genre_scores_gemma":[0.80093646,0.00066981296,0.1483702,0.0036741577,0.00035022918,0.00070369424,0.00008256014,0.00012209163,0.045090873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9920861,0.0064748204,0.000116661075,0.00042529695,0.0005087394,0.00038836733],"domain_scores_gemma":[0.99368906,0.0031910823,0.00055440696,0.00095786626,0.00036048022,0.0012471374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050063706,0.0005961305,0.00026441805,0.001029034,0.008388621,0.008433289,0.0023207876,0.0028064265,0.012216899],"category_scores_gemma":[0.0094493395,0.00037624923,0.0006760458,0.0005956349,0.0084476955,0.008289469,0.016520388,0.0030512286,0.0013554817],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002785937,0.00096778554,0.0059113693,0.0005147267,0.00006891375,0.0021547403,0.26555926,0.002612166,0.0071817003,0.44957888,0.02616563,0.23900618],"study_design_scores_gemma":[0.00018454982,0.0010949998,0.0027149068,0.00061326416,0.00015525203,0.0028048453,0.18261307,0.020880496,0.0034084576,0.20409627,0.58121663,0.00021722617],"about_ca_topic_score_codex":0.0024321503,"about_ca_topic_score_gemma":0.0055828607,"teacher_disagreement_score":0.012216899,"about_ca_system_score_codex":0.001949894,"about_ca_system_score_gemma":0.0043176124,"threshold_uncertainty_score":0.040869594},"labels":[],"label_agreement":null},{"id":"W4364354461","doi":"10.1017/dmp.2022.64","title":"What Do You Do When You Can Do No More? Limited Resources, Unimaginable Environments, Personal Danger: What Have Previous Disasters Taught Us About Moral and Ethical Challenges?","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Harm; Feeling; Duty; Health care; Work (physics); Psychology; Position (finance); Natural disaster; Internet privacy; Public relations; Medical emergency; Medicine; Nursing; Social psychology; Political science; Business; Law; Engineering; Computer science","score_opus":0.09051492295785203,"score_gpt":0.37926320240836076,"score_spread":0.28874827945050874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364354461","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00445074,0.031263225,0.002656063,0.93635136,0.009813822,0.000017408425,0.000030154137,0.000053536798,0.015363592],"genre_scores_gemma":[0.21396741,0.116480306,0.0101663135,0.6218587,0.015331374,0.00013891966,0.000101310834,0.000300438,0.021655258],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9873861,0.0078080064,0.0004243532,0.0007646791,0.0024847738,0.0011321597],"domain_scores_gemma":[0.9678325,0.013378083,0.0029377562,0.0012874536,0.0044659404,0.01009823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0140037,0.0005748188,0.00094052206,0.0008987277,0.00895171,0.011868377,0.0017169064,0.008525532,0.006956163],"category_scores_gemma":[0.04969338,0.00049051194,0.0005229443,0.0006981239,0.0371008,0.020976009,0.005441146,0.019872712,0.004172609],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093896175,0.00031499125,0.0068507036,0.0019628122,0.000094348674,0.0016103763,0.10165426,0.00020782051,0.00067635754,0.08946665,0.59233034,0.20473748],"study_design_scores_gemma":[0.00003524009,0.00017669231,0.0031510405,0.004114603,0.000027533802,0.003380556,0.11303688,0.00018921512,0.00029613925,0.10118545,0.77422744,0.00017920407],"about_ca_topic_score_codex":0.0066323048,"about_ca_topic_score_gemma":0.012640853,"teacher_disagreement_score":0.0140037,"about_ca_system_score_codex":0.0046284655,"about_ca_system_score_gemma":0.012363575,"threshold_uncertainty_score":0.07405949},"labels":[],"label_agreement":null},{"id":"W4375933839","doi":"10.1017/dmp.2023.48","title":"A Cross-Sectional Study and Observational Assessment of Shoppers’ COVID-19 Prevention Behaviors in Southwestern Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University; University of Guelph","funders":"","keywords":"Signage; Hand sanitizer; Context (archaeology); Observational study; Environmental health; Coronavirus disease 2019 (COVID-19); Logistic regression; Intervention (counseling); Psychology; Medicine; Applied psychology; Advertising; Geography; Business; Nursing; Disease","score_opus":0.17724201316008467,"score_gpt":0.4479669660712352,"score_spread":0.2707249529111505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375933839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99528605,0.00024833728,0.00016119058,0.00013323987,0.0000068914446,0.00012365852,0.0026521117,0.000008403921,0.0013802128],"genre_scores_gemma":[0.9958754,0.0003495349,0.0004503213,0.00016782917,0.0000061922133,0.000097502096,0.0014001733,0.000005309508,0.001647837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991911,0.00006839698,0.00005093604,0.00014412904,0.00026994315,0.0002755376],"domain_scores_gemma":[0.9976707,0.000117295516,0.00046806523,0.00007273986,0.0011027831,0.00056841515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005939297,0.00035216857,0.00039926183,0.00096452463,0.0037749005,0.0010620756,0.0012365781,0.00036490004,0.002142668],"category_scores_gemma":[0.0012723652,0.0005968471,0.00037743297,0.0023461517,0.000831833,0.00042160065,0.0008461733,0.00052836153,0.000355923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003621584,0.00005922268,0.99600667,0.00002909417,0.00001969147,0.00009777494,0.0015064449,0.000030104153,0.00020900251,0.000024666952,0.00055276754,0.0014282735],"study_design_scores_gemma":[0.0000046484747,0.000029602628,0.99721944,0.000015688527,0.0000063853836,0.000030674113,0.0021075797,0.000079202764,0.000028834243,0.0000053690997,0.00046852685,0.0000041515314],"about_ca_topic_score_codex":0.99360067,"about_ca_topic_score_gemma":0.99711835,"teacher_disagreement_score":0.021844864,"about_ca_system_score_codex":0.021844864,"about_ca_system_score_gemma":0.025816368,"threshold_uncertainty_score":0.15849632},"labels":[],"label_agreement":null},{"id":"W4381597223","doi":"10.1017/dmp.2023.90","title":"Point-of-Care Ultrasound (PoCUS) and Its Potential to Advance Patient Care in Low-Resource Settings and Conflict Zones","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Modalities; Point of care ultrasound; Resource (disambiguation); Health care; Medicine; Resource use; Patient care; Medical emergency; Ultrasound; Nursing; Computer science; Political science; Radiology; Environmental resource management; Sociology; Law; Environmental science","score_opus":0.032348518100146405,"score_gpt":0.3606159431016497,"score_spread":0.3282674250015033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381597223","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48604038,0.1737365,0.04039106,0.18018463,0.0018798943,0.00041906507,0.00021124873,0.0002438622,0.11689335],"genre_scores_gemma":[0.91648436,0.04879842,0.024722496,0.006226725,0.00077025086,0.00008363254,0.000061199826,0.000020157615,0.002832742],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688405,0.0020255088,0.0001224872,0.00014284604,0.0005316762,0.0002934098],"domain_scores_gemma":[0.9927037,0.004864881,0.0008373636,0.0001444645,0.00082110526,0.00062852417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033539427,0.00027204928,0.00024628075,0.00074455526,0.0011157682,0.002197437,0.0005927543,0.0010785933,0.004190989],"category_scores_gemma":[0.011312533,0.00013786086,0.0001571441,0.0005731567,0.0019503884,0.00094732473,0.0019075786,0.0011046065,0.00039083554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033532255,0.00035065945,0.16879338,0.0026946508,0.000074459465,0.005068667,0.015419481,0.0008246901,0.011559232,0.0139595065,0.021096654,0.7598232],"study_design_scores_gemma":[0.00011526474,0.0031717387,0.30005834,0.010632681,0.0002566406,0.040931728,0.13666871,0.003412673,0.0140562095,0.026902853,0.46348488,0.00030838858],"about_ca_topic_score_codex":0.008472091,"about_ca_topic_score_gemma":0.017719401,"teacher_disagreement_score":0.008472091,"about_ca_system_score_codex":0.00092396385,"about_ca_system_score_gemma":0.0040169894,"threshold_uncertainty_score":0.017737508},"labels":[],"label_agreement":null},{"id":"W4385406837","doi":"10.1017/dmp.2023.74","title":"Predictors of Food and Water Stockpiling During the COVID-19 Pandemic Among Latinos and Non-Latino Black People","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Odds; Demography; Odds ratio; Coronavirus disease 2019 (COVID-19); Pandemic; Logistic regression; Medicine; Quarter (Canadian coin); Environmental health; 2019-20 coronavirus outbreak; Ordered logit; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gerontology; Geography; Statistics","score_opus":0.19379023046806304,"score_gpt":0.433692074785517,"score_spread":0.23990184431745398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385406837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99825555,0.00018788503,0.000038648926,0.00025404387,0.0000100429925,0.000014927271,0.00051042234,0.0000031318275,0.0007254052],"genre_scores_gemma":[0.9991742,0.00011668199,0.00006708527,0.00006558851,0.000009354919,0.00001615468,0.00029154358,0.0000018892417,0.00025735033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975413,0.00006478516,0.000025377058,0.000048648988,0.000042771324,0.00006429565],"domain_scores_gemma":[0.9987796,0.00010937001,0.00074499735,0.000042744257,0.00010221099,0.00022113205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005408631,0.0002371941,0.00016404524,0.00052522426,0.0004963041,0.00055214594,0.00029760838,0.0004570429,0.0028344928],"category_scores_gemma":[0.002130187,0.0002045972,0.00042563703,0.0006430709,0.00029079005,0.00042158738,0.0005369922,0.00066514045,0.0002517704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027787311,0.000023561382,0.99892443,0.000008358133,0.000011389196,0.000024294655,0.00010997162,0.00001389895,0.000056116227,0.000008264453,0.00012766945,0.00066419295],"study_design_scores_gemma":[0.0000023489454,0.000041383017,0.9985915,0.000023234765,0.000008597954,0.000060940925,0.0009383738,0.0001108734,0.000020911539,0.000016982163,0.00018221766,0.0000025836773],"about_ca_topic_score_codex":0.024791144,"about_ca_topic_score_gemma":0.027868532,"teacher_disagreement_score":0.024791144,"about_ca_system_score_codex":0.00030393535,"about_ca_system_score_gemma":0.0005285595,"threshold_uncertainty_score":0.049293697},"labels":[],"label_agreement":null},{"id":"W4386116452","doi":"10.1017/dmp.2023.125","title":"Examining How Young Adults Perceive, Understand, and Respond to SARS-CoV-2 Variants in Canada and France: Implications for Public Health Preparedness Efforts","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; British Columbia Centre on Substance Use; University of British Columbia","funders":"Canadian Institutes of Health Research; Agence Nationale de la Recherche; Michael Smith Health Research BC","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Content (measure theory); Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Action (physics); Disaster planning; Public relations; Psychology; Political science; Medicine; Environmental health; Suicide prevention; Poison control; Nursing; Virology; Disease; Law; Infectious disease (medical specialty)","score_opus":0.21273994074585867,"score_gpt":0.4273953854623748,"score_spread":0.21465544471651615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386116452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947001,0.00043032054,0.00005831862,0.0014133384,0.000029202623,0.00002311625,0.00025193224,0.0000040390364,0.0030898263],"genre_scores_gemma":[0.9960373,0.0005473342,0.00009502123,0.0006669839,0.000010249822,0.000020795467,0.00022506532,0.0000051034385,0.0023922198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990006,0.00015683063,0.000027324151,0.000098367746,0.00022331534,0.00049368176],"domain_scores_gemma":[0.9977526,0.0003838058,0.0003608394,0.000035616355,0.0007227701,0.0007442945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014254032,0.00024246321,0.0003065729,0.00071611843,0.0028262509,0.0028265682,0.0005921885,0.00077323127,0.0038790004],"category_scores_gemma":[0.004407884,0.00025306732,0.00041038232,0.0006700005,0.001184637,0.0011589216,0.0011637759,0.0017574949,0.0004754861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104242834,0.00033571757,0.83724594,0.00007226202,0.000048663722,0.00019461274,0.13383733,0.00009395666,0.0005468754,0.00040412706,0.0055247922,0.021591576],"study_design_scores_gemma":[0.000004246443,0.000057924015,0.8512665,0.00008213864,0.000014905258,0.000044792196,0.14539276,0.00012096211,0.00006720098,0.000092086855,0.0028330998,0.000023398597],"about_ca_topic_score_codex":0.9379466,"about_ca_topic_score_gemma":0.9682484,"teacher_disagreement_score":0.062053382,"about_ca_system_score_codex":0.0155664,"about_ca_system_score_gemma":0.016393756,"threshold_uncertainty_score":0.12483758},"labels":[],"label_agreement":null},{"id":"W4390118621","doi":"10.1017/dmp.2023.223","title":"Impact of the COVID-19 Pandemic on Access to Cancer Surgery: Analysis of Surgical Wait Times in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Cancer; Cancer surgery; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Retrospective cohort study; Emergency medicine; 2019-20 coronavirus outbreak; General surgery; Surgery; Disease; Internal medicine; Infectious disease (medical specialty); Virology","score_opus":0.18357224265962963,"score_gpt":0.4666743631089685,"score_spread":0.28310212044933886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390118621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824683,0.0006363804,0.00020110547,0.0004937897,0.000014687864,0.000040375973,0.014368305,0.00002316871,0.0017540322],"genre_scores_gemma":[0.9927676,0.00036163998,0.00022510142,0.00015299708,0.0000053274357,0.000025468937,0.0053886776,0.000014047414,0.0010591953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876046,0.00008471552,0.0000958957,0.00019834648,0.0002997191,0.00056097895],"domain_scores_gemma":[0.9958117,0.00041199947,0.00080956164,0.00016152521,0.0016215764,0.0011836041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008707283,0.0004489926,0.00047250005,0.0017297643,0.0018117141,0.0015566123,0.0015591765,0.00053688965,0.0029352964],"category_scores_gemma":[0.003448807,0.00041370498,0.00075002474,0.005420053,0.0008388094,0.00041394462,0.0011642728,0.0011255012,0.0003486787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104959974,0.000026407011,0.9935499,0.000043689448,0.00007111456,0.00007894323,0.00047395288,0.00061747234,0.00012672608,0.00013764558,0.002023631,0.00274543],"study_design_scores_gemma":[0.0000054127627,0.000018325727,0.9961746,0.000038475086,0.000018901319,0.000039522725,0.0018062324,0.00095498445,0.0000511869,0.000023809274,0.0008556087,0.000012864993],"about_ca_topic_score_codex":0.9962631,"about_ca_topic_score_gemma":0.9971867,"teacher_disagreement_score":0.033902865,"about_ca_system_score_codex":0.033902865,"about_ca_system_score_gemma":0.04440854,"threshold_uncertainty_score":0.24598366},"labels":[],"label_agreement":null},{"id":"W4391389778","doi":"10.1017/dmp.2024.1","title":"The Impact of Exposure to Previous Disasters on Hospital Disaster Surge Capacity Preparedness in Finland: Hospital disaster surge capacity preparedness","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Surge Capacity; Checklist; Preparedness; Emergency management; Medical emergency; Disaster preparedness; Mass-casualty incident; Surge; Medicine; Occupational safety and health; Poison control; Injury prevention; Emergency medicine; Geography; Psychology; Coronavirus disease 2019 (COVID-19); Political science; Meteorology","score_opus":0.08366857228415804,"score_gpt":0.40991090606610453,"score_spread":0.3262423337819465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391389778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99911946,0.00013833655,0.000040348474,0.0001319688,0.000009429563,0.0000069448784,0.00007468841,0.0000015731052,0.0004772315],"genre_scores_gemma":[0.999793,0.0000523558,0.000028511298,0.000013797567,0.0000062818362,0.0000051106,0.000045299887,5.571731e-7,0.000055017586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813855,0.0007202905,0.00017926321,0.00017295795,0.00031111744,0.0004777251],"domain_scores_gemma":[0.9851736,0.0059023886,0.0050855326,0.0003269259,0.0006512325,0.002860364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017621464,0.000225555,0.0002244247,0.00082549505,0.0005572742,0.0009098467,0.00039747503,0.000344342,0.0044750115],"category_scores_gemma":[0.013060911,0.00014065945,0.00059637055,0.0007237407,0.0006783854,0.0006013383,0.0015250711,0.0005966244,0.00017333675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014314153,0.00013456844,0.9944397,0.000050815466,0.00007729834,0.00018766873,0.0008728489,0.00011615979,0.0001260821,0.000020871299,0.00013544655,0.0036953003],"study_design_scores_gemma":[0.0000031175352,0.00015247594,0.9980469,0.00002085959,0.000018166456,0.000060965216,0.001481097,0.00005907284,0.00005102986,0.000012999757,0.00008856162,0.000004738208],"about_ca_topic_score_codex":0.006849825,"about_ca_topic_score_gemma":0.0071171448,"teacher_disagreement_score":0.006849825,"about_ca_system_score_codex":0.001137118,"about_ca_system_score_gemma":0.0023301078,"threshold_uncertainty_score":0.014970362},"labels":[],"label_agreement":null},{"id":"W4392659553","doi":"10.1017/dmp.2024.38","title":"Mass Gathering Event Medical Preparedness and Response: A Review of Canadian Legislation and Guidelines","year":2024,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Travel-related health issues","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Sherbrooke","funders":"","keywords":"Legislation; Mass gathering; Preparedness; Mass-casualty incident; Event (particle physics); Medical emergency; Mass Casualty; Disaster planning; Disaster response; Suicide prevention; Poison control; Emergency management; Political science; Medicine; Nursing; Public health; Law","score_opus":0.23211687650152796,"score_gpt":0.4879378727485343,"score_spread":0.2558209962470063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392659553","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024643255,0.9918829,0.00021247297,0.002995175,0.00031615325,0.0001341412,0.0005551741,0.000022946095,0.0036346498],"genre_scores_gemma":[0.0021689173,0.99553937,0.00083522144,0.0006128279,0.00006413435,0.000057301535,0.00032920085,0.000006592332,0.00038640472],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99524826,0.00060633686,0.0010143712,0.00029813952,0.0025132287,0.00031973713],"domain_scores_gemma":[0.9778476,0.006120532,0.00211238,0.0002944876,0.012562882,0.0010621333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009034852,0.0011873998,0.0020453997,0.016272377,0.0021430678,0.0025391865,0.003780194,0.0018299887,0.004996983],"category_scores_gemma":[0.01949634,0.0007027957,0.0015088947,0.02052917,0.0018650122,0.0014351283,0.0013728079,0.0022283515,0.0009611035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086135704,0.000095993775,0.0020324925,0.14527911,0.0002305509,0.00021091348,0.00090870133,0.0004849199,0.00031301635,0.0054515502,0.12287626,0.72203034],"study_design_scores_gemma":[0.000031454027,0.00004338301,0.009491068,0.174114,0.0006044696,0.000346765,0.00047616093,0.00015174526,0.00021052419,0.0005554537,0.8139143,0.000060617895],"about_ca_topic_score_codex":0.7738107,"about_ca_topic_score_gemma":0.87179714,"teacher_disagreement_score":0.9678906,"about_ca_system_score_codex":0.032109365,"about_ca_system_score_gemma":0.15456574,"threshold_uncertainty_score":0.45504272},"labels":[],"label_agreement":null},{"id":"W4394729697","doi":"10.1017/dmp.2024.48","title":"Exploring Volunteer Pharmacists’ Experiences in Responding to 2023 Türkiye Earthquakes: A Qualitative Phenomenological Study","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Preparedness; Thematic analysis; Pharmacy; Pharmacist; Health care; Medicine; Nursing; Qualitative research; Disaster medicine; Reflexivity; Nonprobability sampling; Psychology; Medical education; Suicide prevention; Poison control; Medical emergency; Political science; Sociology; Environmental health; Population","score_opus":0.5843795496756286,"score_gpt":0.5581196080798329,"score_spread":0.0262599415957957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394729697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944484,0.0003641966,0.0006367665,0.0013403969,0.000051950825,0.00012181656,0.000078929144,0.000009163221,0.0029483528],"genre_scores_gemma":[0.99686015,0.0005175266,0.00043211321,0.0006382879,0.000020713758,0.00017289202,0.000054518183,0.000009889396,0.0012940039],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99705195,0.0018889897,0.00008876727,0.00017024107,0.00021458903,0.0005854214],"domain_scores_gemma":[0.99534875,0.002849416,0.0004931787,0.00015386766,0.00037970443,0.00077513314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038268224,0.00042542018,0.00048485043,0.0009591518,0.0070862453,0.0031088179,0.0010688785,0.0013747521,0.002340433],"category_scores_gemma":[0.007345976,0.00041188754,0.0003557988,0.0011058131,0.0050152093,0.0028430356,0.005118358,0.0019094198,0.0002976646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046443467,0.000067548106,0.00518491,0.00015208518,0.0000052942237,0.0024455965,0.9866519,0.000035514953,0.000505482,0.00043938382,0.00072318,0.0037426404],"study_design_scores_gemma":[0.0000031728364,0.000038354563,0.0013362117,0.00005427566,0.0000018327279,0.00031633498,0.9944976,0.000027974149,0.00007099636,0.00007381764,0.003573188,0.00000624636],"about_ca_topic_score_codex":0.004427749,"about_ca_topic_score_gemma":0.008635609,"teacher_disagreement_score":0.0070862453,"about_ca_system_score_codex":0.002210201,"about_ca_system_score_gemma":0.0038025845,"threshold_uncertainty_score":0.02023846},"labels":[],"label_agreement":null},{"id":"W4394819981","doi":"10.1017/dmp.2023.235","title":"Relationship Between Severity and Length of Exposure to COVID-19 Parameters and Resulting Government Responses and the Suicide Crisis Syndrome (SCS)","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"American Foundation for Suicide Prevention","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Government (linguistics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Poison control; Medicine; Medical emergency; Political science; Business; Virology; Outbreak; Internal medicine","score_opus":0.21157401649309115,"score_gpt":0.46222688805719103,"score_spread":0.2506528715640999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394819981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991265,0.000065907596,0.000048716567,0.000095941185,0.000005182398,0.000008552058,0.00021603615,0.0000019761035,0.0004312128],"genre_scores_gemma":[0.9995616,0.000044148775,0.000051482555,0.00001673126,0.0000053938984,0.0000069897287,0.0002054706,7.2414787e-7,0.00010744683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996019,0.00014842182,0.00006280705,0.00005954192,0.000054245033,0.00007318335],"domain_scores_gemma":[0.9956136,0.00081734045,0.002659159,0.00015279376,0.0002622952,0.0004948644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007800622,0.00018687733,0.00013188997,0.00057104294,0.00030647995,0.0004452426,0.0001825197,0.0002714562,0.002951907],"category_scores_gemma":[0.0056970003,0.00012839584,0.00028222316,0.00037936738,0.0002702822,0.0003572963,0.00089255394,0.00071880885,0.0001879574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034215947,0.000029575169,0.99860495,0.0000066340954,0.000023213594,0.000014597662,0.00010705917,0.000040240455,0.000039765946,0.0000123181635,0.000076482625,0.0010111505],"study_design_scores_gemma":[0.0000015266099,0.00006936969,0.99906665,0.0000085743295,0.000006100252,0.00006889572,0.0005770747,0.00008540906,0.00002387307,0.000017787277,0.00007294264,0.000001977663],"about_ca_topic_score_codex":0.0033291075,"about_ca_topic_score_gemma":0.0057091843,"teacher_disagreement_score":0.0033291075,"about_ca_system_score_codex":0.00025371986,"about_ca_system_score_gemma":0.00031104818,"threshold_uncertainty_score":0.009875178},"labels":[],"label_agreement":null},{"id":"W4402612473","doi":"10.1017/dmp.2024.128","title":"The Impact of “Soft” and “Hard” Flood Adaptation Measures on Affected Population’s Mental Health: A Mixed Method Scoping Review","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Computer Research Institute of Montréal; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Université de Montréal","keywords":"Mental health; Flood myth; Psychological resilience; Psychological intervention; Adaptation (eye); Public health; Inclusion (mineral); MEDLINE; Poison control; Population; Occupational safety and health; Psychology; Medicine; Environmental health; Geography; Psychiatry; Nursing; Political science; Social psychology","score_opus":0.1190915147617379,"score_gpt":0.46401101530192296,"score_spread":0.34491950054018505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402612473","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044558216,0.9843163,0.0015175099,0.00094458257,0.00035338776,0.0055619404,0.0014756725,0.000026485739,0.001348315],"genre_scores_gemma":[0.035585806,0.94705456,0.00436001,0.0009055374,0.00013434605,0.010751574,0.0009076557,0.000020576479,0.00027986744],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9605487,0.015195217,0.016575381,0.0017617834,0.0052366904,0.00068226794],"domain_scores_gemma":[0.8472735,0.1280778,0.012847844,0.002716039,0.0084243985,0.0006603476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.047449682,0.0019083031,0.008950386,0.027796242,0.0021099166,0.00676388,0.0029740965,0.0033254074,0.0051911753],"category_scores_gemma":[0.1468114,0.0016679022,0.010797527,0.02245191,0.001949908,0.0044744336,0.004335598,0.0015656159,0.0004415458],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019292085,0.0000491225,0.0013168693,0.92536473,0.00956314,0.00013850993,0.0011285328,0.0001537822,0.0001504828,0.00064208475,0.0011937275,0.06010606],"study_design_scores_gemma":[0.000067407615,0.00015617625,0.0027556915,0.9607272,0.024002148,0.00015519455,0.0011026361,0.0000928611,0.00019137029,0.00043907063,0.010274964,0.000035270103],"about_ca_topic_score_codex":0.008431555,"about_ca_topic_score_gemma":0.023587804,"teacher_disagreement_score":0.047449682,"about_ca_system_score_codex":0.007410986,"about_ca_system_score_gemma":0.025238032,"threshold_uncertainty_score":0.25094086},"labels":[],"label_agreement":null},{"id":"W4402692361","doi":"10.1017/dmp.2024.113","title":"Review of National Health Service England’s Emergency Preparedness, Resilience and Response Annual Assurance for 2021–2022","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Resilience (materials science); Service (business); Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Medical emergency; Business; Political science; Geography; Disease","score_opus":0.09574265760045551,"score_gpt":0.4686747363895496,"score_spread":0.37293207878909407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402692361","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035639014,0.99393564,0.00014262093,0.0020568343,0.0010176166,0.0001336437,0.0005133264,0.000013777959,0.0018301305],"genre_scores_gemma":[0.0037655772,0.99322987,0.0003904165,0.0014127751,0.00020312011,0.0001339617,0.00041822554,0.000004909372,0.00044127522],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99210703,0.0021395294,0.0029715304,0.00029063527,0.0022387833,0.00025249142],"domain_scores_gemma":[0.96217686,0.016913448,0.0069644265,0.0005872003,0.012473308,0.00088481046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009499858,0.00072380865,0.0022952864,0.008842352,0.0006006474,0.0016365172,0.0015910888,0.0012285741,0.0059991977],"category_scores_gemma":[0.040054664,0.00062085467,0.0023980276,0.009865219,0.0006680223,0.0017040612,0.0012567532,0.0010617645,0.0008741948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001144291,0.000027028056,0.000759285,0.6177965,0.0012996458,0.00014636682,0.0006067182,0.00019969736,0.00021693674,0.0012652439,0.07328603,0.3042821],"study_design_scores_gemma":[0.00004710797,0.0001331534,0.006086407,0.55768776,0.0028291277,0.0003208013,0.00042864427,0.000052737396,0.00013470666,0.00030111385,0.4319432,0.000035201814],"about_ca_topic_score_codex":0.026144696,"about_ca_topic_score_gemma":0.07423748,"teacher_disagreement_score":0.026144696,"about_ca_system_score_codex":0.0045627924,"about_ca_system_score_gemma":0.025338858,"threshold_uncertainty_score":0.051985025},"labels":[],"label_agreement":null},{"id":"W4403764822","doi":"10.1017/dmp.2024.191","title":"Artificial Intelligence Chatbots in Disaster Medicine: What is ChatGPT, and How Do I Use It?","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Disaster medicine; Medical emergency; Human factors and ergonomics; Poison control; Medicine; Computer science","score_opus":0.31532994895306515,"score_gpt":0.46464642189357663,"score_spread":0.14931647294051148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403764822","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030298037,0.76651126,0.030464595,0.11523318,0.0077788425,0.00080521766,0.00034981046,0.0009281244,0.04763089],"genre_scores_gemma":[0.40442732,0.4892245,0.038461905,0.048531435,0.0054594134,0.0030164598,0.0005315185,0.0004997337,0.009847724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9886658,0.009040274,0.00064891315,0.00030350292,0.0010776175,0.00026387256],"domain_scores_gemma":[0.9096307,0.07917676,0.0027543474,0.0012646053,0.0053276564,0.0018458451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01687548,0.0002894662,0.00070232205,0.0015682045,0.0012023975,0.0039260015,0.0011797233,0.0018684578,0.005562983],"category_scores_gemma":[0.063671045,0.00033460825,0.0006597435,0.0013517895,0.0026339542,0.0057032513,0.0017903254,0.003256177,0.0012691801],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004057499,0.00019779424,0.0028731725,0.033322297,0.00017877728,0.00028608332,0.010780272,0.00067566906,0.0010029218,0.01704416,0.056161392,0.87707174],"study_design_scores_gemma":[0.00025122892,0.00088600325,0.013977691,0.115826644,0.0005469664,0.0017612802,0.014689748,0.0028500853,0.0037571485,0.029236311,0.81600547,0.0002114132],"about_ca_topic_score_codex":0.0026883078,"about_ca_topic_score_gemma":0.0046273298,"teacher_disagreement_score":0.01687548,"about_ca_system_score_codex":0.00246439,"about_ca_system_score_gemma":0.0042125327,"threshold_uncertainty_score":0.08924711},"labels":[],"label_agreement":null},{"id":"W4403894995","doi":"10.1017/dmp.2024.88","title":"A Pilot Study in the Use of the Delphi Method to Document Conference Proceedings: Comparison of the Rate of Consensus Among Attending and Nonattending Participants","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Delphi method; Preparedness; Delphi; Prioritization; Medicine; Scale (ratio); Medical education; Nominal group; Psychology; Family medicine; Political science; Management science; Computer science; Engineering; Geography","score_opus":0.5504145536678348,"score_gpt":0.5551430555940405,"score_spread":0.004728501926205775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403894995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913572,0.00003892219,0.002243917,0.00008815571,0.000043168482,0.0049253367,0.00004335232,0.000020606898,0.0012392979],"genre_scores_gemma":[0.9855284,0.00006550892,0.0055464576,0.0001554144,0.00003363426,0.008193334,0.00006645011,0.000011297773,0.00039944015],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.93202,0.055176422,0.003342487,0.002495647,0.0045888643,0.0023765655],"domain_scores_gemma":[0.77992874,0.17999513,0.006738856,0.0066366745,0.02179404,0.0049065463],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.094409004,0.0008477532,0.0008031704,0.0015884768,0.0022967358,0.00136851,0.0015002127,0.0016523768,0.0026095244],"category_scores_gemma":[0.13113144,0.00089518435,0.0010966903,0.0012220464,0.0029223603,0.0023415934,0.002362672,0.0020898748,0.00054154376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02725312,0.08284458,0.17937696,0.0037963802,0.00036496762,0.0027912115,0.50478035,0.0017282526,0.019436182,0.0025222905,0.0023918357,0.17271389],"study_design_scores_gemma":[0.009828341,0.37857756,0.3336317,0.00085070427,0.00035856073,0.0015218985,0.24401665,0.005553818,0.016752444,0.001468115,0.0070873383,0.00035288496],"about_ca_topic_score_codex":0.0024765674,"about_ca_topic_score_gemma":0.0022877946,"teacher_disagreement_score":0.905591,"about_ca_system_score_codex":0.0024697126,"about_ca_system_score_gemma":0.004317424,"threshold_uncertainty_score":0.4992885},"labels":[],"label_agreement":null},{"id":"W4403900031","doi":"10.1017/dmp.2024.160","title":"Preparedness and Response Strategies for Chemical, Biological, Radiological, and Nuclear Incidents in the Middle East and North Africa: An Artificial Intelligence-Enhanced Delphi Approach","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; Alberta Health Services; Queen's University","funders":"","keywords":"Preparedness; Delphi method; Debriefing; Delphi; Radiological weapon; Computer science; Data science; Operations research; Medical education; Artificial intelligence; Medicine; Engineering; Political science","score_opus":0.4669073301923326,"score_gpt":0.4306875669201209,"score_spread":0.036219763272211714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403900031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462746,0.00058503874,0.024594875,0.006378237,0.00012343992,0.013105258,0.00019412808,0.00005511143,0.008689385],"genre_scores_gemma":[0.9541603,0.0009049556,0.03373658,0.001174326,0.000027183654,0.008040184,0.000095467076,0.000019024688,0.0018419405],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96140176,0.029765528,0.0021518627,0.0011849216,0.002141036,0.0033548933],"domain_scores_gemma":[0.96577126,0.02195877,0.0019549052,0.0007706928,0.006604831,0.0029395777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.066566505,0.0011221959,0.00059788645,0.0043887743,0.007176522,0.0034433,0.0022543084,0.002396087,0.0028049108],"category_scores_gemma":[0.047494203,0.0008296256,0.00081523083,0.0018273818,0.0039747553,0.0050048577,0.010446579,0.002511123,0.00037088495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033963998,0.00053857727,0.016354801,0.001610251,0.00006104521,0.0019104104,0.8896185,0.0024181711,0.0054994193,0.008202179,0.0029341844,0.07051276],"study_design_scores_gemma":[0.000045779034,0.0005637578,0.009876789,0.00097266526,0.000023789065,0.0004956354,0.96555924,0.0038382462,0.0017282463,0.0045919833,0.012207015,0.000096883625],"about_ca_topic_score_codex":0.00496871,"about_ca_topic_score_gemma":0.005798537,"teacher_disagreement_score":0.066566505,"about_ca_system_score_codex":0.008927292,"about_ca_system_score_gemma":0.019625898,"threshold_uncertainty_score":0.35204154},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4403946935","doi":"10.1017/dmp.2024.241","title":"Impact of Point-of-Care Ultrasound on Secondary Triage: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Triage; Medical emergency; Point (geometry); Medicine; Ultrasound; Point-of-care testing; Emergency medicine; Radiology; Mathematics; Pathology","score_opus":0.12052204907088034,"score_gpt":0.45282582902225654,"score_spread":0.3323037799513762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403946935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99718755,0.00004603357,0.0013114539,0.000045812838,0.000017296652,0.00095819635,0.000039586692,0.000016971004,0.00037711725],"genre_scores_gemma":[0.9964104,0.00006635042,0.002700321,0.000067560155,0.000045825316,0.0005273795,0.000055251694,0.0000040030686,0.0001228291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962023,0.0027190351,0.00016956475,0.00024212201,0.00039424573,0.00027265327],"domain_scores_gemma":[0.9877291,0.007238581,0.001087579,0.0008584165,0.0019428123,0.0011434827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041503487,0.00076707854,0.00048515096,0.0005172882,0.0004313664,0.00044054305,0.00069150893,0.0005698199,0.0028072845],"category_scores_gemma":[0.015115047,0.00024928505,0.0005311739,0.00028233379,0.0008871255,0.0005692955,0.000808196,0.00068901904,0.00039956166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07009449,0.16952002,0.49495295,0.0012644862,0.00047739604,0.0037012678,0.0051779626,0.0074058473,0.06394475,0.00045821274,0.0017795761,0.181223],"study_design_scores_gemma":[0.0031647542,0.8110248,0.15820079,0.000065059365,0.000221288,0.0011941487,0.001639863,0.0104503995,0.012925274,0.00017020822,0.0008853589,0.00005804191],"about_ca_topic_score_codex":0.0016894105,"about_ca_topic_score_gemma":0.001322591,"teacher_disagreement_score":0.0041503487,"about_ca_system_score_codex":0.00055379805,"about_ca_system_score_gemma":0.0013437989,"threshold_uncertainty_score":0.02194941},"labels":[],"label_agreement":null},{"id":"W4403947195","doi":"10.1017/dmp.2024.195","title":"Desired Clinical Applications of Artificial Intelligence in Emergency Medicine: An International e-Delphi Study","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Delphi method; Disaster medicine; Delphi; Medical emergency; Medicine; Engineering; Computer science; Poison control; Human factors and ergonomics; Artificial intelligence","score_opus":0.47308803567322344,"score_gpt":0.57592602308857,"score_spread":0.10283798741534655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403947195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98529077,0.00013337033,0.004067036,0.0010659146,0.000030002015,0.0028739653,0.000119492324,0.000012930573,0.006406595],"genre_scores_gemma":[0.99016666,0.00027461717,0.00366782,0.00065345626,0.000013839488,0.004571461,0.00007913894,0.0000089062305,0.00056411425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94399005,0.04478031,0.0031334492,0.0011596517,0.0028291028,0.0041074147],"domain_scores_gemma":[0.9257059,0.056766767,0.0032440152,0.002195021,0.009541549,0.002546706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.086048596,0.0006867478,0.00052862725,0.002787358,0.0023756,0.0023881632,0.00090738625,0.0015692352,0.0039225197],"category_scores_gemma":[0.08252603,0.000672169,0.0008752053,0.0018472343,0.002733113,0.003121131,0.0067875753,0.0018016684,0.0005587054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023027994,0.0035006336,0.19395553,0.0028974023,0.00027358564,0.0014451316,0.62874794,0.0026699468,0.002929742,0.012145935,0.005829125,0.14330225],"study_design_scores_gemma":[0.00042071613,0.004692909,0.13346675,0.00227861,0.00013610594,0.0010508635,0.827941,0.0062744212,0.0025179256,0.004162211,0.016830595,0.00022788566],"about_ca_topic_score_codex":0.0012497142,"about_ca_topic_score_gemma":0.0014802846,"teacher_disagreement_score":0.086048596,"about_ca_system_score_codex":0.0032355231,"about_ca_system_score_gemma":0.0057645417,"threshold_uncertainty_score":0.4550739},"labels":[],"label_agreement":null},{"id":"W4403947637","doi":"10.1017/dmp.2024.194","title":"Repeatability, Reproducibility, and Diagnostic Accuracy of a Commercial Large Language Model (ChatGPT) to Perform Disaster Triage Using the Simple Triage and Rapid Treatment (START) Protocol","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Triage; Repeatability; Reproducibility; Protocol (science); Simple (philosophy); Computer science; Medical emergency; Medicine; Statistics; Pathology; Mathematics","score_opus":0.15533893196435636,"score_gpt":0.46167422353022025,"score_spread":0.3063352915658639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403947637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89813495,0.00042510033,0.08595272,0.001246605,0.0007532167,0.004776497,0.0019103037,0.00289914,0.0039016004],"genre_scores_gemma":[0.9510774,0.000106579406,0.04191434,0.0007858875,0.00010477146,0.0033868717,0.0014419114,0.0004515732,0.0007307122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.85683805,0.10553577,0.014526251,0.009421884,0.011946215,0.0017318235],"domain_scores_gemma":[0.69605994,0.21608624,0.01704729,0.034953937,0.03378638,0.00206626],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.13701458,0.0008408886,0.0008105074,0.0012234639,0.0007623102,0.0022230367,0.0015258001,0.0011896805,0.0021758552],"category_scores_gemma":[0.36249217,0.00063791097,0.0013201388,0.0006617003,0.0015576992,0.0018614616,0.002506982,0.0014174951,0.0016620472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014462209,0.0031955838,0.5578787,0.0024106423,0.001542202,0.00090200716,0.030085875,0.021523898,0.022823874,0.0027942734,0.031616807,0.3107639],"study_design_scores_gemma":[0.00221425,0.017678086,0.58355194,0.0018188058,0.0015889904,0.0027269602,0.011731329,0.2602815,0.065212555,0.006592586,0.045497827,0.0011051771],"about_ca_topic_score_codex":0.0020208748,"about_ca_topic_score_gemma":0.0020090835,"teacher_disagreement_score":0.86298543,"about_ca_system_score_codex":0.0016115806,"about_ca_system_score_gemma":0.0020769641,"threshold_uncertainty_score":0.72461104},"labels":[],"label_agreement":null},{"id":"W4403947854","doi":"10.1017/dmp.2024.210","title":"Differences in Initial Healthcare Responses Between Turkey and the Conflict-Ridden Area in Syria Following February 2023 Earthquakes","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Health care; Seismology; Medicine; Medical emergency; Geography; Geology; Political science","score_opus":0.21481543236830666,"score_gpt":0.4560677837907844,"score_spread":0.24125235142247772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403947854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980173,0.00022454016,0.000043448676,0.00021137817,0.000015884296,0.0000072306043,0.0008202887,0.0000028447269,0.0006569902],"genre_scores_gemma":[0.9991014,0.0001152986,0.00002822788,0.00004154912,0.0000072848716,0.0000067301225,0.00053708826,0.0000010561089,0.00016156191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995566,0.0000679604,0.00005306478,0.00007795548,0.00005086175,0.00019359968],"domain_scores_gemma":[0.99937916,0.00007058491,0.0002937901,0.00002177396,0.000112732,0.000121929086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034328675,0.00023800168,0.00022628352,0.00065426907,0.00040681288,0.00065207155,0.00022598877,0.00025550145,0.0028560588],"category_scores_gemma":[0.0015843108,0.0000930939,0.00030476696,0.0007009429,0.0002918591,0.00047833988,0.0008774244,0.00044434716,0.00033434585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009275573,0.000056010365,0.99039197,0.00006517497,0.000053361175,0.00017861564,0.00089955924,0.00018931915,0.00016168712,0.00013169626,0.0012133296,0.00656653],"study_design_scores_gemma":[0.00000183523,0.00003538732,0.9965784,0.000029267145,0.000009110674,0.000086758286,0.0025890635,0.000120497796,0.000045737506,0.000033923494,0.00046540206,0.0000047570616],"about_ca_topic_score_codex":0.020999292,"about_ca_topic_score_gemma":0.027278408,"teacher_disagreement_score":0.020999292,"about_ca_system_score_codex":0.0007566084,"about_ca_system_score_gemma":0.0008592272,"threshold_uncertainty_score":0.041754127},"labels":[],"label_agreement":null},{"id":"W4404109734","doi":"10.1017/dmp.2024.204","title":"Public Health Protection Continuity of Operations During the Evacuation and Return to Community Phases of the Unprecedented Evacuation of Two-thirds of the Northwest Territories, Canada, 2023","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Northwest Territories; Public Health Ontario","funders":"","keywords":"Public health; Environmental planning; Geography; Business; Environmental health; Environmental protection; Medicine; Nursing","score_opus":0.04754829255626029,"score_gpt":0.30451252436340276,"score_spread":0.25696423180714245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404109734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88261116,0.0026094648,0.001992806,0.015943535,0.0003313962,0.0009844443,0.02297496,0.00028043703,0.072271846],"genre_scores_gemma":[0.97217315,0.001882881,0.0025224437,0.0010796185,0.000042545966,0.00017324708,0.004129588,0.000024500994,0.017971996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991289,0.00009730619,0.0000325943,0.00006723703,0.00026675416,0.00040719978],"domain_scores_gemma":[0.99792385,0.0000799873,0.0002654056,0.00005903611,0.00087255414,0.0007991627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000726714,0.00024701093,0.00012303646,0.0007058239,0.0034251332,0.0012775247,0.0009867902,0.00036023528,0.004921392],"category_scores_gemma":[0.0027636136,0.00018089093,0.00015659962,0.00093965064,0.00062914455,0.00030913338,0.0011654217,0.0006045679,0.00034156113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002055481,0.00020259581,0.7760085,0.00024021113,0.000075798445,0.00087389734,0.0036472294,0.0020565558,0.0012621946,0.0009754982,0.067719586,0.14673243],"study_design_scores_gemma":[0.000016699594,0.00006590101,0.9525372,0.00016036724,0.000015614796,0.00013933705,0.01194528,0.0008518682,0.00032705948,0.00015946836,0.033761393,0.00001980733],"about_ca_topic_score_codex":0.9866195,"about_ca_topic_score_gemma":0.9947131,"teacher_disagreement_score":0.024521222,"about_ca_system_score_codex":0.024521222,"about_ca_system_score_gemma":0.08113329,"threshold_uncertainty_score":0.17791474},"labels":[],"label_agreement":null},{"id":"W4404392806","doi":"10.1017/dmp.2024.105","title":"Prevalence and Correlates of Likely Anxiety Disorder in Ghana During the COVID-19 Pandemic: Evidence From a Cross-Sectional Online Survey","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Pandemic; Anxiety; Generalized anxiety disorder; Cross-sectional study; Stressor; Logistic regression; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Psychology; Psychiatry; Medicine; Clinical psychology; Environmental health; Disease","score_opus":0.22441987713740824,"score_gpt":0.48274934006082165,"score_spread":0.2583294629234134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896204,0.0002041358,0.000023711906,0.00010811473,0.000003556238,0.000017779426,0.00035156583,0.0000011991829,0.00032794924],"genre_scores_gemma":[0.9992466,0.00034647383,0.000057714038,0.000055746008,0.000005214036,0.000018408731,0.00020194978,6.881907e-7,0.00006714127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951017,0.00021750196,0.00006178367,0.00004798492,0.000074535,0.000087917375],"domain_scores_gemma":[0.9975865,0.0004908527,0.0014015922,0.00006575871,0.00017768827,0.00027761175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082525716,0.00016009164,0.00017588539,0.00081197923,0.00036384113,0.0005428187,0.00024751588,0.00033004666,0.0017287849],"category_scores_gemma":[0.0033940903,0.0002698221,0.00018604705,0.0010927878,0.0004489678,0.00046986292,0.0004878299,0.0004298956,0.00019351886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001381244,0.000027919252,0.99822456,0.000022760923,0.000008796198,0.00004632719,0.0006034695,0.0000047892195,0.00004636038,0.000007653275,0.00009565222,0.0008978152],"study_design_scores_gemma":[0.0000015656814,0.000029895718,0.9978204,0.000022816133,0.00000437315,0.00011027222,0.0018638714,0.000018817487,0.000010228694,0.0000053057215,0.00011142014,0.0000011299646],"about_ca_topic_score_codex":0.0144309085,"about_ca_topic_score_gemma":0.023665413,"teacher_disagreement_score":0.0144309085,"about_ca_system_score_codex":0.00038727096,"about_ca_system_score_gemma":0.0003875877,"threshold_uncertainty_score":0.028693855},"labels":[],"label_agreement":null},{"id":"W4404474241","doi":"10.1017/dmp.2024.290","title":"Analysis of Disparities in the Initial Health Care Response to the February 2023 Earthquakes in Turkey and Syria","year":2024,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Disaster response; Environmental health; Medicine; Emergency management; Economic growth; Economics","score_opus":0.20850442686544804,"score_gpt":0.5215678204319761,"score_spread":0.3130633935665281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404474241","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805546,0.00035460477,0.000056933623,0.00020540807,0.000010751441,0.000007532563,0.0008298109,0.000002126958,0.00047739956],"genre_scores_gemma":[0.9991571,0.00011672741,0.000037172053,0.000035859666,0.000007100962,0.000007912635,0.00056665065,7.606775e-7,0.000070650975],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922216,0.0001846281,0.00008499103,0.0001376098,0.00009815853,0.0002723775],"domain_scores_gemma":[0.99906975,0.00014887996,0.00043286124,0.00004351835,0.00014410632,0.00016093584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451451,0.00022296267,0.00029186383,0.0011470425,0.00037177067,0.00058581267,0.0002804598,0.00028617773,0.0016532455],"category_scores_gemma":[0.0023722618,0.000093233735,0.0004460721,0.0014191206,0.00031301245,0.00038193527,0.000959805,0.00042138327,0.00015437133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006363916,0.000040068408,0.99416685,0.000036935075,0.00008634991,0.000053138137,0.00034919492,0.00013461443,0.0000611583,0.00015628745,0.0004610094,0.0043906835],"study_design_scores_gemma":[0.0000020290051,0.000026510794,0.9984835,0.000023380258,0.000015655545,0.0000358924,0.0008932933,0.00016159588,0.000026088037,0.000030388135,0.0002987019,0.0000030200101],"about_ca_topic_score_codex":0.034536846,"about_ca_topic_score_gemma":0.032451794,"teacher_disagreement_score":0.034536846,"about_ca_system_score_codex":0.001038453,"about_ca_system_score_gemma":0.0011867146,"threshold_uncertainty_score":0.068671644},"labels":[],"label_agreement":null},{"id":"W4404773677","doi":"10.1017/dmp.2024.251","title":"SDMPH 10-year Anniversary Conference Modified Delphi Study","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Fogarty International Center; National Heart, Lung, and Blood Institute","keywords":"Delphi method; Delphi; Statement (logic); Medical education; Psychology; Operations research; Political science; Medicine; Computer science; Engineering; Law","score_opus":0.3543156576006779,"score_gpt":0.5124436940644522,"score_spread":0.15812803646377432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404773677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7225396,0.00066582375,0.040834952,0.00965043,0.002585403,0.09113327,0.0068622855,0.0004264577,0.12530184],"genre_scores_gemma":[0.73794836,0.000490158,0.05795571,0.0033098652,0.00034701353,0.15947816,0.0031003088,0.00009965727,0.037270717],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9760334,0.015841285,0.0015493761,0.0011542037,0.0034774265,0.0019443783],"domain_scores_gemma":[0.97359765,0.011815292,0.0014069662,0.0019728495,0.008783851,0.002423344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036476795,0.00046380016,0.00061011186,0.00186035,0.0029607364,0.0021769416,0.0018680922,0.0017981722,0.022849536],"category_scores_gemma":[0.050225306,0.0008411193,0.00073347846,0.0011117937,0.0013816904,0.0014618413,0.0058385627,0.002611116,0.0027631894],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063883774,0.004825515,0.08192728,0.0057294713,0.00026063438,0.0023310634,0.08234898,0.0064020273,0.0075603495,0.040957868,0.23030402,0.5309645],"study_design_scores_gemma":[0.0021023164,0.014565796,0.3393003,0.005386952,0.0001590177,0.0015247389,0.086822525,0.012348378,0.012123034,0.016489217,0.5086333,0.0005444739],"about_ca_topic_score_codex":0.003197996,"about_ca_topic_score_gemma":0.0054925946,"teacher_disagreement_score":0.036476795,"about_ca_system_score_codex":0.004951135,"about_ca_system_score_gemma":0.0100650415,"threshold_uncertainty_score":0.19291002},"labels":[],"label_agreement":null},{"id":"W4406034253","doi":"10.1017/dmp.2024.326","title":"Nature-Based Community Recovery Post-Natural Disaster: Black Summer Bushfires","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Zoos Victoria; Canada Excellence Research Chairs, Government of Canada; Department of Environment, Land, Water and Planning, State Government of Victoria","keywords":"Natural disaster; General partnership; Disaster recovery; Mental health; Natural (archaeology); Feeling; Geography; Community engagement; Environmental planning; Psychology; Political science; Public relations; Social psychology; Archaeology; Meteorology","score_opus":0.06703368633410679,"score_gpt":0.3897712566710539,"score_spread":0.3227375703369471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406034253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887729,0.00033587846,0.00043523806,0.003065942,0.000046545796,0.000121220815,0.000039386738,0.000008689089,0.0071741277],"genre_scores_gemma":[0.9956678,0.0005008196,0.0008573734,0.0005776562,0.00001631128,0.00010315243,0.000039419603,0.000004156365,0.0022333781],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985923,0.0008695816,0.000021066968,0.00007823596,0.00012365,0.00031504864],"domain_scores_gemma":[0.9984951,0.00038018977,0.00026510205,0.00007568497,0.00015081714,0.0006330972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026933646,0.00021293364,0.00019383612,0.00028934728,0.005707043,0.001318862,0.00077773276,0.00062990625,0.002944198],"category_scores_gemma":[0.0029305345,0.00014198749,0.00016681764,0.00035103795,0.0022452327,0.0011065139,0.0037355851,0.0011964109,0.00018880035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046806197,0.0019175301,0.099894606,0.0011182923,0.00009226123,0.0033641828,0.65384287,0.0006485878,0.0040062214,0.0035377296,0.016080784,0.21502884],"study_design_scores_gemma":[0.000039563307,0.000901923,0.1639492,0.00055021927,0.000024654579,0.000573395,0.8024139,0.0002692209,0.0007353675,0.0013445002,0.029167706,0.000030372796],"about_ca_topic_score_codex":0.01698055,"about_ca_topic_score_gemma":0.09696559,"teacher_disagreement_score":0.01698055,"about_ca_system_score_codex":0.0019221131,"about_ca_system_score_gemma":0.0054657455,"threshold_uncertainty_score":0.03376347},"labels":[],"label_agreement":null},{"id":"W4410171424","doi":"10.1017/dmp.2025.110","title":"Under-Funded and Under-Pressure: State Epidemiologists During the COVID-19 Response","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Wellcome Trust; Johns Hopkins University; Greenwall Foundation; The Wellcome Trust DBT India Alliance; National Science Foundation","keywords":"Scrutiny; Coronavirus disease 2019 (COVID-19); Pandemic; Surge Capacity; State (computer science); Public health; Public relations; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Politics; 2019-20 coronavirus outbreak; Medicine; Business; Nursing; Computer science; Disease; Virology","score_opus":0.1931054602232106,"score_gpt":0.5172134437882046,"score_spread":0.32410798356499393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410171424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8601383,0.0019723112,0.0049508293,0.116637126,0.0006408377,0.0001611277,0.00007634673,0.000043400858,0.015379725],"genre_scores_gemma":[0.99065876,0.0005571607,0.0008232307,0.0066133756,0.00010545878,0.00009418609,0.000019194391,0.000012065583,0.0011166031],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.94379145,0.045611072,0.0014946846,0.0012035542,0.0022213114,0.0056780055],"domain_scores_gemma":[0.93782604,0.043339536,0.0070881806,0.0013130963,0.0039380584,0.0064950893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04224785,0.00029266466,0.00040213336,0.000975765,0.014147604,0.005719843,0.0011719983,0.0033967043,0.0019777543],"category_scores_gemma":[0.046267297,0.0008372029,0.00039091063,0.00096798193,0.011448073,0.005172641,0.008257168,0.006002566,0.0001875292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049584938,0.00005239916,0.022283718,0.00024556616,0.00002038277,0.0014791706,0.95419836,0.0001622143,0.0011079697,0.0057015773,0.0048858323,0.009813134],"study_design_scores_gemma":[0.0000053642143,0.00004235666,0.006366157,0.00031396974,0.000010082969,0.00025807368,0.96041363,0.0001624798,0.0002774044,0.0013313367,0.030793073,0.000026104191],"about_ca_topic_score_codex":0.016886605,"about_ca_topic_score_gemma":0.024431162,"teacher_disagreement_score":0.04224785,"about_ca_system_score_codex":0.00858663,"about_ca_system_score_gemma":0.026524417,"threshold_uncertainty_score":0.22343063},"labels":[],"label_agreement":null},{"id":"W4411131035","doi":"10.1017/dmp.2025.10075","title":"What Core Competency Training Skills Improve Mass Gathering Medical Staff Preparedness? An International Delphi Study for Expert Consensus","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mass-casualty incident; Preparedness; Triage; Delphi method; Medical education; Delphi; Ranking (information retrieval); Medicine; Psychology; Computer science; Medical emergency; Poison control; Human factors and ergonomics; Political science; Artificial intelligence","score_opus":0.12270223040172361,"score_gpt":0.4476047334034749,"score_spread":0.3249025030017513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411131035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9125271,0.00043283188,0.035295468,0.0023377882,0.00012313199,0.035567384,0.00031577828,0.000063565065,0.013336993],"genre_scores_gemma":[0.9072934,0.00074215845,0.04367211,0.001479025,0.000047989055,0.04482313,0.00019389951,0.00003945308,0.0017087503],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9338749,0.052571543,0.0032931995,0.0017284208,0.003109259,0.005422678],"domain_scores_gemma":[0.8967976,0.0842843,0.0025280165,0.0013587081,0.013371618,0.0016597362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10747015,0.001137999,0.00091979286,0.0029198604,0.0033799307,0.0020582618,0.0014919867,0.002139908,0.0051407088],"category_scores_gemma":[0.1255147,0.0009917018,0.0015191183,0.0020054823,0.0021028316,0.003022778,0.0059467806,0.002364416,0.0008224734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020828727,0.0035862213,0.025909942,0.0062941853,0.00022690833,0.0007350512,0.7331761,0.0039967378,0.006659988,0.008180159,0.0071314336,0.20202039],"study_design_scores_gemma":[0.00086841156,0.00896675,0.049953364,0.005661799,0.00045319152,0.00048765817,0.8740446,0.017612962,0.008638553,0.008209831,0.024811577,0.000291429],"about_ca_topic_score_codex":0.0029742536,"about_ca_topic_score_gemma":0.0038170877,"teacher_disagreement_score":0.10747015,"about_ca_system_score_codex":0.005773668,"about_ca_system_score_gemma":0.011207257,"threshold_uncertainty_score":0.56836325},"labels":[],"label_agreement":null},{"id":"W4411533340","doi":"10.1017/dmp.2025.10058","title":"Evaluating the Effectiveness of Dry Decontamination Methods for Hazmat Incidents: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Human decontamination; Contamination; Environmental science; Waste management; Engineering","score_opus":0.4266360720904138,"score_gpt":0.6776449107503651,"score_spread":0.2510088386599513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411533340","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00096711237,0.99604505,0.00042117352,0.00036228742,0.00018726761,0.0008944511,0.00024379388,0.000010724106,0.0008681177],"genre_scores_gemma":[0.0066471365,0.99023217,0.0013750567,0.00031577193,0.000087336506,0.0009857089,0.00020150703,0.000010005901,0.00014534812],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97421515,0.008978382,0.009834584,0.0011835351,0.00531084,0.00047743914],"domain_scores_gemma":[0.8889882,0.082683966,0.014235391,0.0014514358,0.012078706,0.00056234177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030968469,0.002275367,0.0075956327,0.020174142,0.0014241346,0.0059719933,0.0029930493,0.003530219,0.005801988],"category_scores_gemma":[0.115620494,0.0015786573,0.010563061,0.0132329995,0.0017103277,0.005472077,0.002738805,0.0020868222,0.00081467483],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021742086,0.00005983044,0.00047996864,0.8639363,0.0031594676,0.000094709074,0.00043818488,0.00021068308,0.00029839855,0.00043635114,0.0016343619,0.12903443],"study_design_scores_gemma":[0.00006412067,0.00024906234,0.0011902368,0.9622278,0.014342525,0.00017990344,0.00048078562,0.000092583134,0.00041150334,0.00026012375,0.020470755,0.00003060595],"about_ca_topic_score_codex":0.008721577,"about_ca_topic_score_gemma":0.017444585,"teacher_disagreement_score":0.030968469,"about_ca_system_score_codex":0.0056479736,"about_ca_system_score_gemma":0.020417158,"threshold_uncertainty_score":0.1637789},"labels":[],"label_agreement":null},{"id":"W4412189037","doi":"10.1017/dmp.2025.10094","title":"Radiation Accidents and Malicious Events – Scenarios and Scope of the Work of ICRP Task Group 120","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"World Health Organization","keywords":"Radiological weapon; Scope (computer science); Work (physics); Task (project management); Software deployment; Timeline; Computer security; Nuclear weapon; Radiation protection; Computer science; Risk analysis (engineering); Environmental science; Business; Engineering; Nuclear medicine; Systems engineering; Medicine; Political science; Law; Geography","score_opus":0.03817051346931684,"score_gpt":0.36817131046146623,"score_spread":0.3300007969921494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412189037","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3781529,0.035041627,0.100130804,0.045380663,0.00093377405,0.006657618,0.008268335,0.00051411573,0.4249201],"genre_scores_gemma":[0.9413549,0.016497169,0.028769769,0.0014017205,0.00018842585,0.0014257537,0.003179582,0.000044968896,0.007137731],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98895776,0.0065212003,0.0006187877,0.00044126267,0.0027393005,0.000721627],"domain_scores_gemma":[0.99188,0.004794403,0.0010293337,0.0004223668,0.001530141,0.00034382349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010068059,0.0010351924,0.00040773497,0.0046912176,0.0015386055,0.0038660348,0.0016730982,0.0032523258,0.0031976935],"category_scores_gemma":[0.010366313,0.00033855395,0.0012419175,0.002405988,0.0014972186,0.0028267147,0.0027576315,0.0009914577,0.0007689657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075667736,0.0010012671,0.113720186,0.0073399646,0.00040940187,0.0059980224,0.020618714,0.22552587,0.0046019075,0.20806448,0.08009331,0.33187026],"study_design_scores_gemma":[0.00010506025,0.0018844325,0.10285274,0.023161028,0.0002886,0.004831023,0.09855329,0.07954634,0.005786754,0.14728247,0.5350909,0.0006172673],"about_ca_topic_score_codex":0.011993232,"about_ca_topic_score_gemma":0.009457663,"teacher_disagreement_score":0.011993232,"about_ca_system_score_codex":0.003767092,"about_ca_system_score_gemma":0.0032709267,"threshold_uncertainty_score":0.053245604},"labels":[],"label_agreement":null},{"id":"W4412645704","doi":"10.1017/dmp.2025.10135","title":"Racing in Rising Global Temperatures: A Scoping Review of Heat-related Illnesses in Endurance Running","year":2025,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Scopus; MEDLINE; Medicine; Web of science; Heat illness; Retrospective cohort study; Core temperature; Physical therapy; Geography; Surgery; Meteorology; Political science; Psychological intervention; Nursing","score_opus":0.10833707296963595,"score_gpt":0.4732850467772814,"score_spread":0.36494797380764543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412645704","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018132814,0.999403,0.000027286842,0.0001004537,0.000059836977,0.000029076764,0.000036429134,0.0000022052366,0.00016038392],"genre_scores_gemma":[0.0014372331,0.9981468,0.00009788864,0.0001315286,0.00004431433,0.000048090547,0.00003712788,0.0000010516248,0.00005610651],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9980082,0.00048354935,0.00080889586,0.00020060089,0.0003873016,0.00011157882],"domain_scores_gemma":[0.99275416,0.005108924,0.0012135268,0.00008788639,0.00073613256,0.00009943989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003256465,0.0012733102,0.0039193314,0.010929434,0.0007463376,0.002343381,0.0013829225,0.0018407447,0.0041627917],"category_scores_gemma":[0.010085735,0.00071599387,0.0035684537,0.012284066,0.0006690577,0.0020616895,0.001191772,0.0010461336,0.00043261974],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008260675,0.000028003997,0.0004307662,0.8505482,0.0015458928,0.00019063486,0.00041558623,0.0000991246,0.00022499473,0.000432684,0.0039916737,0.14200978],"study_design_scores_gemma":[0.000036976733,0.00013027682,0.0038942837,0.90494025,0.012110268,0.0008685664,0.0006057398,0.00005395266,0.00021325731,0.00037823714,0.07673753,0.000030673444],"about_ca_topic_score_codex":0.007534565,"about_ca_topic_score_gemma":0.017471675,"teacher_disagreement_score":0.010929434,"about_ca_system_score_codex":0.0018370899,"about_ca_system_score_gemma":0.0075792316,"threshold_uncertainty_score":0.017222047},"labels":[],"label_agreement":null},{"id":"W4413409665","doi":"10.1017/dmp.2025.10155","title":"“It’s Good to Always Have a Plan”: A Qualitative Study of Canadians’ Preparedness During Power Outages","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Thematic analysis; Preparedness; Focus group; Resilience (materials science); Qualitative research; Psychosocial; Business; Environmental health; Psychology; Medicine; Political science; Marketing; Sociology","score_opus":0.07564115078777285,"score_gpt":0.3626551179619245,"score_spread":0.2870139671741517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413409665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855906,0.00066248304,0.00091075443,0.0044114077,0.00009337516,0.00029246812,0.00033533457,0.0000186931,0.0076847216],"genre_scores_gemma":[0.99412364,0.0006155746,0.0005407546,0.0009829315,0.000014480716,0.00012855444,0.00008933848,0.000017761073,0.003486962],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9948337,0.0020138829,0.00012554807,0.00042590275,0.00077131216,0.0018296036],"domain_scores_gemma":[0.9905647,0.0035288422,0.00062099093,0.00018993217,0.0024229658,0.002672537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007239899,0.0006510948,0.0006975643,0.0019400663,0.02656323,0.0038443368,0.0022617606,0.001531504,0.0035784605],"category_scores_gemma":[0.010738278,0.0006277179,0.0004534223,0.002979922,0.013896367,0.002034056,0.003563689,0.003052813,0.00021203289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026372185,0.000022863245,0.0028717383,0.00007665853,0.0000022337354,0.00035347432,0.99277157,0.000028710427,0.00036412902,0.0005370909,0.0008589668,0.0020863214],"study_design_scores_gemma":[0.0000022857566,0.000017023689,0.001897955,0.00006753978,0.0000023768564,0.000045967474,0.9921565,0.000030360427,0.00006194956,0.000048504582,0.005657878,0.0000116352285],"about_ca_topic_score_codex":0.9305142,"about_ca_topic_score_gemma":0.95520353,"teacher_disagreement_score":0.06948578,"about_ca_system_score_codex":0.052810494,"about_ca_system_score_gemma":0.07559667,"threshold_uncertainty_score":0.3831687},"labels":[],"label_agreement":null},{"id":"W4413876640","doi":"10.1017/dmp.2025.10095","title":"Activities of ISO Working Group 18: Biological and Physical Retrospective Dosimetry","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories; Health Canada","funders":"Uniformed Services University of the Health Sciences; U.S. Department of Defense","keywords":"Dosimetry; Group (periodic table); Medical physics; Medicine; Engineering; Medical emergency; Nuclear medicine; Physics","score_opus":0.04236401032252967,"score_gpt":0.3637073928060481,"score_spread":0.3213433824835184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413876640","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02941423,0.023815988,0.61398846,0.013963952,0.0134832915,0.015926834,0.005491257,0.0068151155,0.27710092],"genre_scores_gemma":[0.09940606,0.037972722,0.7338341,0.0036818362,0.00667363,0.010312306,0.023221245,0.003938917,0.08095924],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9529275,0.014584244,0.0059238104,0.0023160442,0.022459192,0.001789253],"domain_scores_gemma":[0.9063606,0.009227942,0.0077184816,0.016461601,0.05747735,0.0027539118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.058582727,0.003150488,0.0022251182,0.008954794,0.0022336259,0.006948986,0.005714183,0.0044014165,0.0064407256],"category_scores_gemma":[0.044524837,0.001155751,0.002858258,0.0060340767,0.0027851106,0.0038152349,0.003918267,0.0035137266,0.008281724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050545397,0.0012824466,0.012122377,0.0030003672,0.00020862358,0.00045247714,0.002550047,0.0066741747,0.033863477,0.033332787,0.134497,0.7715108],"study_design_scores_gemma":[0.000099532925,0.00076168065,0.0075355093,0.0011177998,0.00012654837,0.0006377693,0.00045418183,0.0024653473,0.014085606,0.008343806,0.9642354,0.00013684537],"about_ca_topic_score_codex":0.004856399,"about_ca_topic_score_gemma":0.0025476448,"teacher_disagreement_score":0.058582727,"about_ca_system_score_codex":0.0020756254,"about_ca_system_score_gemma":0.019532297,"threshold_uncertainty_score":0.30981874},"labels":[],"label_agreement":null},{"id":"W4415569644","doi":"10.1017/dmp.2025.10229","title":"Exploring the Ethical Tensions Experienced by Health Care Workers during Infectious Disease Outbreaks in Low- and Middle-income Countries: A Critical Interpretive Review of the Literature","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Ghana Education Trust Fund; McGill University","keywords":"Infectious disease (medical specialty); Outbreak; Health care; Ethical issues; Occupational safety and health; Disaster planning; Coronavirus disease 2019 (COVID-19); Qualitative research","score_opus":0.05991819771124976,"score_gpt":0.4228330432560391,"score_spread":0.36291484554478937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415569644","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07205292,0.88195676,0.008451351,0.02352127,0.0022195764,0.0022414501,0.00042519023,0.000039193248,0.009092364],"genre_scores_gemma":[0.45691547,0.5180425,0.012737898,0.006917166,0.000614218,0.0038028327,0.00017365169,0.000046649726,0.0007496703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8667123,0.1051289,0.015300772,0.0025251957,0.008310044,0.0020228603],"domain_scores_gemma":[0.59377474,0.36811492,0.015559927,0.0030651272,0.018469084,0.0010162966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1060137,0.0014191612,0.002639803,0.021806348,0.0064182826,0.011959818,0.0028066996,0.003589449,0.001404512],"category_scores_gemma":[0.19637913,0.0015079094,0.002108982,0.015366242,0.013203866,0.0122438,0.0062425043,0.0028844886,0.00020596261],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014286533,0.000040286912,0.004914562,0.19151835,0.00075466715,0.0025282102,0.69218457,0.00020169253,0.0010587357,0.0119098285,0.00495654,0.08978977],"study_design_scores_gemma":[0.00002806249,0.00010238163,0.0033358643,0.27080837,0.00066366995,0.0011603737,0.6737752,0.00012749292,0.0007068375,0.0044591697,0.044742502,0.00009008955],"about_ca_topic_score_codex":0.005783867,"about_ca_topic_score_gemma":0.009675766,"teacher_disagreement_score":0.1060137,"about_ca_system_score_codex":0.011997991,"about_ca_system_score_gemma":0.026950767,"threshold_uncertainty_score":0.5606607},"labels":[],"label_agreement":null},{"id":"W4416137954","doi":"10.1017/dmp.2025.10238","title":"Facility Preparedness for Biological Emergencies: Lessons from AUBMC’s Oxygen System Overhaul","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Preparedness; Pandemic; Disaster preparedness; Health care; Coronavirus disease 2019 (COVID-19); Personal protective equipment; Disaster planning; Oxygen delivery","score_opus":0.2481282100778639,"score_gpt":0.4827484302789406,"score_spread":0.2346202202010767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416137954","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03576379,0.014182617,0.0060411827,0.89554894,0.006555281,0.00012650742,0.00012975954,0.00028269718,0.04136919],"genre_scores_gemma":[0.6898993,0.036297075,0.024770247,0.21819986,0.0035514713,0.00026045128,0.0002975687,0.0002682658,0.02645571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616313,0.0015086514,0.00011883743,0.00022321302,0.0009369873,0.0010491522],"domain_scores_gemma":[0.98872143,0.0023882645,0.00047792427,0.00042436924,0.0030411442,0.004946886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006962905,0.0006176685,0.00029954096,0.00082083343,0.009038225,0.0051741134,0.0026153927,0.006344399,0.0064839795],"category_scores_gemma":[0.013586309,0.00030362807,0.0006359715,0.00053842703,0.0032745788,0.0048707626,0.006740803,0.01093757,0.001264579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017649416,0.0010198915,0.0113811465,0.00097452186,0.0000963652,0.0024774123,0.014751915,0.003412163,0.002348254,0.03449218,0.52040595,0.4084636],"study_design_scores_gemma":[0.000102695405,0.0011317155,0.013261888,0.0027278066,0.00007300399,0.0014578871,0.06571976,0.003518467,0.0024550434,0.028919863,0.88043857,0.00019340582],"about_ca_topic_score_codex":0.041951064,"about_ca_topic_score_gemma":0.09476078,"teacher_disagreement_score":0.041951064,"about_ca_system_score_codex":0.0069923205,"about_ca_system_score_gemma":0.033776578,"threshold_uncertainty_score":0.08341378},"labels":[],"label_agreement":null},{"id":"W4416848485","doi":"10.1017/dmp.2025.10260","title":"Pediatric Decontamination Considerations in CBRN Events: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Human decontamination; Psychosocial; Mass-casualty incident; Mass Casualty; MEDLINE","score_opus":0.2673929748744178,"score_gpt":0.5560324755456802,"score_spread":0.28863950067126243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416848485","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00079194974,0.99533045,0.00053855556,0.0012688705,0.00026113304,0.00041643385,0.00023177019,0.00001097851,0.0011497618],"genre_scores_gemma":[0.0059036706,0.99127287,0.0012824261,0.0005924561,0.00011203929,0.0005266236,0.00018036818,0.000005798495,0.00012361565],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98156863,0.0069260863,0.0070785033,0.0009323673,0.0030221709,0.00047226332],"domain_scores_gemma":[0.91396695,0.067237504,0.010541607,0.0010513059,0.0066676936,0.00053496263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019359894,0.0012856078,0.0031515888,0.013904726,0.0013535531,0.004904649,0.0024287363,0.0033560488,0.003143755],"category_scores_gemma":[0.08045227,0.0010690433,0.00439797,0.015541219,0.0017854697,0.0049885046,0.0032181619,0.0022375165,0.0005330327],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012708263,0.00003784405,0.0016832096,0.7555697,0.0009897584,0.00046490662,0.0028348793,0.00039177632,0.0002587795,0.0027920215,0.008693978,0.22615607],"study_design_scores_gemma":[0.000014549362,0.00005082117,0.001699165,0.92991745,0.0021118708,0.000578962,0.0017155713,0.00006300079,0.0001432752,0.0007112235,0.062973574,0.000020489693],"about_ca_topic_score_codex":0.009195449,"about_ca_topic_score_gemma":0.01657418,"teacher_disagreement_score":0.019359894,"about_ca_system_score_codex":0.004848899,"about_ca_system_score_gemma":0.023795947,"threshold_uncertainty_score":0.10238618},"labels":[],"label_agreement":null},{"id":"W4416933570","doi":"10.1017/dmp.2025.10261","title":"Impact of COVID-19 Vaccine Mandates on COVID-19 Incidence and Deaths in Saskatchewan, Canada: Findings From the First Year Following Vaccine Rollout","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Public health interventions; Vaccination; Incidence (geometry); Psychological intervention; Public health; Vaccination policy; Public health policy","score_opus":0.037998598874127494,"score_gpt":0.3747665671500946,"score_spread":0.3367679682759671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416933570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98287535,0.0010606248,0.0003622369,0.0007345172,0.000028006329,0.00009738359,0.012474179,0.000025101646,0.0023426034],"genre_scores_gemma":[0.98975945,0.0010355775,0.00034768,0.00038728656,0.000012819648,0.0000784779,0.0063475543,0.000011029517,0.0020200303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837434,0.00021690037,0.00012655875,0.00024498114,0.00041772932,0.0006194759],"domain_scores_gemma":[0.99453604,0.0005858784,0.0010521436,0.00024349369,0.002663772,0.0009187017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014588014,0.00060379656,0.0005196633,0.0013835509,0.0014388312,0.0013136475,0.0015118079,0.0005895301,0.0019926329],"category_scores_gemma":[0.0037311495,0.0003515048,0.0011785323,0.003442083,0.00082688814,0.0004820121,0.0015247456,0.0012584039,0.00027185146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020707856,0.000056554334,0.9885571,0.00008809109,0.00024192601,0.000084726234,0.0006190468,0.0010586261,0.00026844506,0.0001544529,0.0016149789,0.007049049],"study_design_scores_gemma":[0.000009401949,0.00005134507,0.99678755,0.00004869698,0.00006591304,0.000016069545,0.0011999409,0.0007776733,0.00012659785,0.000033365308,0.0008653609,0.000018099361],"about_ca_topic_score_codex":0.9959502,"about_ca_topic_score_gemma":0.9969863,"teacher_disagreement_score":0.038243238,"about_ca_system_score_codex":0.038243238,"about_ca_system_score_gemma":0.06789139,"threshold_uncertainty_score":0.27747536},"labels":[],"label_agreement":null},{"id":"W4417264167","doi":"10.1017/dmp.2025.10244","title":"Proceedings of the 17th Coordination Meeting of the WHO Radiation Emergency Medical Preparedness and Assistance Network—13-15 September, 2023—Seoul, Republic of Korea","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada","funders":"","keywords":"Preparedness; Radiation Accidents; Disaster planning; Disaster medicine; Emergency management; Disaster preparedness; Poison control; Occupational safety and health","score_opus":0.018002532760087134,"score_gpt":0.31778504881813147,"score_spread":0.29978251605804435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417264167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02757395,0.050690677,0.011382974,0.23216125,0.19973205,0.0031644695,0.04062135,0.00091941695,0.43375388],"genre_scores_gemma":[0.12103387,0.03761522,0.012228653,0.02361037,0.022896867,0.0019244648,0.030696332,0.00097605796,0.7490181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991775,0.00030424184,0.00007293084,0.00009491178,0.00018294672,0.00016750186],"domain_scores_gemma":[0.9986085,0.00016095977,0.00009815309,0.00005061183,0.00053180766,0.0005499228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026953213,0.0008282326,0.00044591667,0.00055380387,0.0009920587,0.0015657664,0.0008403227,0.0013901845,0.0884942],"category_scores_gemma":[0.0019871036,0.00025120715,0.00052915455,0.00032734952,0.0003635563,0.000523903,0.0014097415,0.0015346024,0.021101391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026600933,0.00006936317,0.0025206364,0.00030945853,0.00003642508,0.0001993114,0.00013713817,0.0001897547,0.0005850604,0.0005854558,0.9467089,0.04839247],"study_design_scores_gemma":[0.00005756353,0.000087659806,0.008473704,0.00056345033,0.000034548215,0.00016737053,0.00057370594,0.00020755456,0.00056666747,0.00054028386,0.9887123,0.000015188093],"about_ca_topic_score_codex":0.0116326045,"about_ca_topic_score_gemma":0.025996346,"teacher_disagreement_score":0.0884942,"about_ca_system_score_codex":0.0014949554,"about_ca_system_score_gemma":0.004189809,"threshold_uncertainty_score":0.29604256},"labels":[],"label_agreement":null},{"id":"W4417264170","doi":"10.1017/dmp.2025.10092","title":"EURADOS/REMPAN Review on Monitoring and Dosimetry for Radionuclide-contaminated Wounds","year":2025,"lang":"en","type":"review","venue":"Disaster Medicine and Public Health Preparedness","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada","funders":"","keywords":"Dosimetry; Preparedness; Radiation treatment planning; Internal dosimetry; Radioactive contamination; Radiation protection; Risk assessment; Personal protective equipment","score_opus":0.12181843670460744,"score_gpt":0.45291535619989154,"score_spread":0.3310969194952841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417264170","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006901167,0.9982993,0.00007244476,0.00021912652,0.00024611223,0.000023957942,0.00008389205,0.000008464196,0.0009778342],"genre_scores_gemma":[0.00034319595,0.99872726,0.00018484682,0.00023712518,0.00008969196,0.000019050934,0.00007760334,0.0000026155258,0.0003186024],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99890924,0.00020496809,0.00033011578,0.000111795714,0.0004044787,0.000039375005],"domain_scores_gemma":[0.99629515,0.001725643,0.00070481235,0.00008705051,0.0010801007,0.00010735289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001845215,0.0008936432,0.0020899633,0.007680921,0.0003610207,0.0012492423,0.0015121606,0.0012734715,0.005887325],"category_scores_gemma":[0.004044192,0.00043459365,0.0012906301,0.007738064,0.0005183541,0.0012797036,0.0007086216,0.001027177,0.0019857027],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009763911,0.00007789586,0.00023817204,0.1810223,0.00021944636,0.00019498914,0.00010170489,0.00024080723,0.001064128,0.0014629932,0.0811631,0.7341168],"study_design_scores_gemma":[0.00003148921,0.0001331485,0.002122776,0.07473099,0.0006438945,0.0011521218,0.00006824071,0.00006441466,0.0004852608,0.00059049757,0.9199553,0.000021873991],"about_ca_topic_score_codex":0.0038451895,"about_ca_topic_score_gemma":0.0061908625,"teacher_disagreement_score":0.007680921,"about_ca_system_score_codex":0.0010508712,"about_ca_system_score_gemma":0.0035257163,"threshold_uncertainty_score":0.019695103},"labels":[],"label_agreement":null},{"id":"W7116969827","doi":"10.1017/dmp.2025.10274","title":"Effectiveness of Chemical, Biological, Radiological, Nuclear, Explosive (CBRNE) Event-Response Training in a Hospital Setting: A Scoping Review","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Modalities; Training (meteorology); Preparedness; Health care; Poison control; MEDLINE; Human factors and ergonomics; Suicide prevention; Public health","score_opus":0.11701489260927933,"score_gpt":0.4563398984727706,"score_spread":0.3393250058634913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116969827","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022570696,0.9960204,0.000117432406,0.00028095176,0.00013772277,0.00028761328,0.0001408337,0.0000054420516,0.0007526114],"genre_scores_gemma":[0.015386479,0.98315686,0.0005321115,0.00027729475,0.00008361267,0.00036497726,0.0001079073,0.0000042524343,0.00008648528],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.991524,0.0028963545,0.003107095,0.00048619317,0.0017661804,0.00022023062],"domain_scores_gemma":[0.9471856,0.0432773,0.0053061545,0.00038955262,0.0034707368,0.00037068073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012711644,0.0011338423,0.00458218,0.00998301,0.00089149317,0.0035109646,0.0018084386,0.00209954,0.0035942479],"category_scores_gemma":[0.054902393,0.0008228743,0.004561591,0.009833035,0.0008930086,0.0024271428,0.0013074876,0.0010984767,0.00032122427],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021274411,0.000083628925,0.00086241716,0.8822092,0.003617372,0.000081477236,0.00048635234,0.00014144713,0.000156188,0.0002339005,0.0012300736,0.11068515],"study_design_scores_gemma":[0.0001137168,0.00034549917,0.003939323,0.9601091,0.019927114,0.00023656673,0.00074284105,0.000081909246,0.00032632137,0.00015344369,0.013997548,0.00002651197],"about_ca_topic_score_codex":0.0067577893,"about_ca_topic_score_gemma":0.013107097,"teacher_disagreement_score":0.012711644,"about_ca_system_score_codex":0.0040251724,"about_ca_system_score_gemma":0.01200998,"threshold_uncertainty_score":0.06722641},"labels":[],"label_agreement":null}]}