{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"38f4a2fcddec","filters":{"venue":"Perspectives in Public Health"}},"results":[{"id":"W2159837516","doi":"10.1177/1757913912443487","title":"Universal alcohol misuse prevention programmes for children and adolescents: Cochrane systematic reviews","year":2012,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institutes of Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Systematic review; Medicine; MEDLINE; Alcohol; Suicide prevention; Poison control; Environmental health; Political science","authors":[{"name":"David Foxcroft","is_ca":false},{"name":"Alexander Tsertsvadze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1688201884584993,"gpt":0.4462320355721254,"spread":0.2774118471136261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002117462,0.0005399364,0.003965171,0.0005508586,0.0001062637,0.00005177913,0.0001600165,0.0002367219,0.00002204047],"category_scores_gemma":[0.0006428931,0.0003755965,0.0005793889,0.0005291969,0.0001023967,0.0002619184,0.000038412,0.0003510635,0.0000181211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588662,"about_ca_system_score_gemma":0.0007855162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576727,"about_ca_topic_score_gemma":0.00006715586,"domain_scores_codex":[0.9964959,0.0007639539,0.001105167,0.000618896,0.000266792,0.0007492968],"domain_scores_gemma":[0.9979144,0.0002362955,0.0008199155,0.0005106198,0.00011264,0.0004060903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002314541,0.0009532104,0.002542587,0.4474111,0.0004919986,0.00000350161,0.005956496,2.235599e-9,5.36809e-9,0.001095849,0.0002178956,0.5413042],"study_design_scores_gemma":[0.008547279,0.0008993353,0.003726842,0.7294962,0.00437124,0.0004072391,0.008577853,0.000002901269,3.796158e-8,0.00005386228,0.2429697,0.0009475029],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008837802,0.9787657,0.00007153972,0.0003980343,0.0001352864,0.02038701,0.00001468063,0.0000872739,0.00005213411],"genre_scores_gemma":[0.0009834339,0.9956619,0.000813022,0.00007037228,0.0002595508,0.001408536,0.0003120157,0.00007407455,0.0004171358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5403568,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018145967","doi":"10.1177/1757913912445688","title":"STI epidemiology in the global older population: emerging challenges","year":2012,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Public Health Agency of Canada","keywords":"Epidemiology; China; Medicine; Reproductive health; Global health; Population; Environmental health; Public health; Gerontology; Geography","authors":[{"name":"Victor Minichiello","is_ca":false},{"name":"Saifur Rahman","is_ca":false},{"name":"Gail Hawkes","is_ca":false},{"name":"Marian Pitts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5604803502722606,"gpt":0.5301644287073359,"spread":0.03031592156492469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005355658,0.0003855192,0.00220162,0.00048591,0.0001481093,0.00001352097,0.0001706007,0.000287866,0.0002350323],"category_scores_gemma":[0.001982307,0.0002440945,0.0002470248,0.00111723,0.0001117539,0.000130422,0.00007829109,0.0008822338,0.00006522371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067411,"about_ca_system_score_gemma":0.0005864454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008274027,"about_ca_topic_score_gemma":0.0004171416,"domain_scores_codex":[0.9949189,0.0022292,0.001094099,0.000641565,0.0002922397,0.0008240211],"domain_scores_gemma":[0.9977731,0.0009725787,0.0004180206,0.0005051296,0.00009491744,0.0002363014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007006675,0.0003422583,0.01159638,0.003531404,0.00009216608,0.000004678632,0.005476377,2.129071e-7,8.020003e-11,0.07771456,0.0006905782,0.9005444],"study_design_scores_gemma":[0.0003496445,0.000106365,0.1146247,0.001050944,0.0000555029,0.0001762737,0.02020558,0.000002389645,3.690374e-11,0.0003182422,0.8629561,0.0001542175],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008862783,0.9448403,0.0001039319,0.04161488,0.0009722175,0.001081879,0.000010285,0.00007096014,0.01129664],"genre_scores_gemma":[0.001767353,0.9943351,0.0001315422,0.002173892,0.001095927,0.0002529046,0.00007585288,0.00002555172,0.0001419004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9003901,"threshold_uncertainty_score":0.9953886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2496370768","doi":"10.1177/1757913916658498","title":"The influence of menu labelling on food choices among children and adolescents: a systematic review of the literature","year":2016,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario","funders":"Public Health Ontario","keywords":"CINAHL; PsycINFO; Labelling; Childhood obesity; Psychological intervention; Cafeteria; Medicine; Population; MEDLINE; Environmental health; Food choice; Psychology; Obesity; Overweight; Psychiatry","authors":[{"name":"Jocelyn Sacco","is_ca":true},{"name":"Heather Lillico","is_ca":true},{"name":"Emily Chen","is_ca":true},{"name":"Erin Hobin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02939319680302468,"gpt":0.3472796562984327,"spread":0.317886459495408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002249553,0.000309187,0.002189107,0.0001851153,0.0001238244,0.00003893652,0.0004176611,0.0001285814,0.000001963824],"category_scores_gemma":[0.002002797,0.0001310235,0.0002822844,0.000771102,0.0002537596,0.00008696927,0.0001307577,0.0006716118,8.511299e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756907,"about_ca_system_score_gemma":0.0006967461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003407236,"about_ca_topic_score_gemma":0.00003219269,"domain_scores_codex":[0.9968477,0.0007768189,0.001218061,0.0003948806,0.0004239432,0.0003385369],"domain_scores_gemma":[0.9970492,0.0004323075,0.001302791,0.0008083974,0.0002762586,0.0001310217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003031858,0.00009920925,0.0005063869,0.9691818,0.000463912,3.605717e-7,0.001189254,3.591818e-8,3.944316e-8,0.00156543,0.000005484047,0.02698507],"study_design_scores_gemma":[0.0002335702,0.0001568747,0.003212397,0.9914032,0.0004239804,0.0000278367,0.00009468024,4.169219e-7,4.300032e-8,0.0000151408,0.004325291,0.0001065242],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006206977,0.9940096,7.951347e-7,0.001197017,0.00004932672,0.003999543,0.00005567078,0.00001158322,0.00005582577],"genre_scores_gemma":[0.02058017,0.9789895,0.00001102667,0.0002085333,0.00004504728,0.0001101007,0.000004605521,0.00002774529,0.00002325028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02687855,"threshold_uncertainty_score":0.5342985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548588047","doi":"10.1177/1757913916675388","title":"The prevalence of physical activity among the young population of UAE: a meta-analysis","year":2016,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Physical activity; Meta-analysis; Inclusion (mineral); Public health; Population; Gerontology; Demography; Sedentary lifestyle; Environmental health; Physical therapy; Geography; Psychology; Internal medicine; Nursing","authors":[{"name":"Kaissar Yammine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.265347469161183,"gpt":0.4764943737178858,"spread":0.2111469045567028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002874251,0.0003491332,0.004621894,0.0003739447,0.0002087685,0.00002056209,0.0004386404,0.0001469841,0.00004444113],"category_scores_gemma":[0.0009834177,0.0001482695,0.002594131,0.001930187,0.0005814835,0.0002465421,0.0001234167,0.0008739653,0.000002759318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008222086,"about_ca_system_score_gemma":0.001482575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264496,"about_ca_topic_score_gemma":0.0004290232,"domain_scores_codex":[0.9952801,0.002069257,0.0007698943,0.0005830709,0.0007663495,0.0005312984],"domain_scores_gemma":[0.9945591,0.002320124,0.001602899,0.001085742,0.0002257021,0.0002064295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006566239,0.004833326,0.001665197,0.0442284,0.05759376,0.000002190797,0.008597275,0.000001204087,7.278595e-7,0.05303853,0.00005301931,0.8299207],"study_design_scores_gemma":[0.001749325,0.003332616,0.5131811,0.009685019,0.3509457,0.000050861,0.002757009,0.0009202764,0.000004972301,0.005276855,0.1104652,0.001631023],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002505422,0.988495,0.0001218602,0.005897554,0.00004475978,0.002005461,0.0002021539,0.00002286913,0.0007049109],"genre_scores_gemma":[0.3859639,0.6135802,0.000009351035,0.00001173502,0.0001100277,0.0001343996,0.00000559837,0.00001699069,0.0001678036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8282897,"threshold_uncertainty_score":0.6046255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015663233","doi":"10.1177/1757913914532620","title":"Building food safety into the company culture: a look at Maple Leaf Foods","year":2014,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Maple Leaf Foods","funders":"","keywords":"Food safety; Business; Marketing; Public relations; Medicine; Political science","authors":[{"name":"Lone Jespersen","is_ca":true},{"name":"Randy Huffman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04488536765679763,"gpt":0.2862601930302307,"spread":0.2413748253734331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00191561,0.0001912705,0.0002973933,0.00002798427,0.000924337,0.00009774637,0.00055521,0.00008430693,0.000204697],"category_scores_gemma":[0.0002775086,0.000068117,0.0001116215,0.0007107345,0.000221126,0.0001910163,0.0002520165,0.0003343256,0.00002951191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258084,"about_ca_system_score_gemma":0.00005560897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051236,"about_ca_topic_score_gemma":0.01255069,"domain_scores_codex":[0.9975851,0.0006062072,0.0003462176,0.0004970223,0.0002970778,0.0006683854],"domain_scores_gemma":[0.999098,0.0002934273,0.0001366966,0.0001546463,0.00008141524,0.0002358144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001484199,0.0006479438,0.00525878,0.00004990545,0.0000717911,0.000001611028,0.05939117,0.00003937956,0.003473168,0.5604833,0.005282828,0.3651517],"study_design_scores_gemma":[0.0005564049,0.001982231,0.1977369,0.0000353543,0.000003510324,0.00001495839,0.02608716,0.0003728886,0.00007051295,0.0126748,0.7601082,0.0003570768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7632359,0.003033365,0.0003323333,0.2187947,0.0002533947,0.0005569214,0.0000289013,0.000168944,0.0135955],"genre_scores_gemma":[0.9962582,0.0003687849,0.0007078408,0.002058185,0.0003577045,0.00002677302,0.00001783945,0.000002129794,0.0002025584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7548254,"threshold_uncertainty_score":0.7109346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016547420","doi":"10.1177/1757913911412478","title":"Ethnicity and obesity in the UK","year":2011,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Obesity; Socioeconomic status; Medicine; Demography; Population; Childhood obesity; Public health; Epidemiology; Health Survey for England; Geography; Gerontology; Environmental health; Overweight; Sociology; Endocrinology; Internal medicine","authors":[{"name":"M. Gatineau","is_ca":false},{"name":"Shireen Mathrani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3033683588230687,"gpt":0.496233556223639,"spread":0.1928651974005703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01105555,0.000147675,0.0003388921,0.000284959,0.000928194,0.0000162326,0.0003288804,0.000197759,0.001048745],"category_scores_gemma":[0.001320901,0.0001104152,0.00002717984,0.0006391034,0.0001900895,0.0004418863,0.0001414224,0.002053308,0.000120085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709964,"about_ca_system_score_gemma":0.001333443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03249528,"about_ca_topic_score_gemma":0.06260754,"domain_scores_codex":[0.9933044,0.004447047,0.0005917349,0.0004132803,0.0002520975,0.0009914209],"domain_scores_gemma":[0.9976249,0.001353591,0.0002869598,0.0003849742,0.0001001738,0.0002493901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002317439,0.0003680791,0.5237247,0.0002051183,0.000003428199,0.000005377723,0.3798636,3.647451e-8,2.220318e-7,0.09369262,0.0008961073,0.001217428],"study_design_scores_gemma":[0.0004686649,0.0001028706,0.7862387,0.00007235044,0.000001199243,0.000002882996,0.1998805,0.00001644538,8.850515e-8,0.005026756,0.008108336,0.00008124719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8456607,0.002326063,0.00009368348,0.05565323,0.0002483265,0.001330966,0.000008461304,0.00005473986,0.09462386],"genre_scores_gemma":[0.9861664,0.003166007,0.0006006946,0.009574858,0.0001478844,0.0001234304,0.000002057968,0.00001154079,0.0002071528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2625139,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2468700830","doi":"10.1177/1757913916653425","title":"Critical review of bariatric surgery, medically supervised diets, and behavioural interventions for weight management in adults","year":2016,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Weight loss; Weight management; Psychological intervention; Intensive care medicine; Sleeve gastrectomy; MEDLINE; Weight Loss Surgery; Intervention (counseling); Gastric bypass; Physical therapy; Surgery; Obesity; Nursing; Internal medicine","authors":[{"name":"Julie Beaulac","is_ca":true},{"name":"Daniella Sandre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1504048166583384,"gpt":0.4307829298527954,"spread":0.2803781131944569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005548844,0.0004180821,0.003917635,0.001623944,0.00006005833,0.00001776087,0.0002147632,0.0002703502,0.000371343],"category_scores_gemma":[0.005474183,0.0002963206,0.001208179,0.001155286,0.0002140539,0.00017186,0.0001538613,0.0005131502,0.000004057359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008041046,"about_ca_system_score_gemma":0.001573093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034126,"about_ca_topic_score_gemma":0.00003389782,"domain_scores_codex":[0.9947351,0.0008613496,0.002455113,0.000766082,0.0004256326,0.0007567115],"domain_scores_gemma":[0.9950842,0.003213672,0.0004611294,0.0004994582,0.0002486283,0.0004928969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002131765,0.0005301908,0.001163858,0.344914,0.0001096006,0.00003076606,0.0001938352,1.500697e-10,4.166062e-10,0.009284119,0.001400466,0.6423519],"study_design_scores_gemma":[0.001608078,0.0002415282,0.0117103,0.6048464,0.0006000347,0.0001177744,0.0005215584,0.000002112888,5.579323e-9,0.0002435538,0.3797069,0.0004018109],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001141744,0.9734526,0.0001948163,0.0222674,0.0004813205,0.003014381,0.0001233519,0.00003218685,0.0004225434],"genre_scores_gemma":[0.0003375891,0.9971529,0.0009199183,0.0004271231,0.0001781493,0.0007090064,0.0001333665,0.00005059987,0.00009139181],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.64195,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126306685","doi":"10.1177/1757913920985898","title":"To HIIT or not to HIIT? The question pregnant women may be searching for online: a descriptive observational study","year":2021,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Observational study; Medicine; MEDLINE; Internal medicine","authors":[{"name":"TS Nagpal","is_ca":true},{"name":"Catherine Everest","is_ca":true},{"name":"AD Goudreau","is_ca":true},{"name":"M Manicks","is_ca":true},{"name":"Kristi B. Adamo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3260130168260219,"gpt":0.4937406839358358,"spread":0.167727667109814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002613794,0.0001411271,0.0002775039,0.0003426656,0.0002230919,0.0001179599,0.0001837899,0.00002619932,0.0001164603],"category_scores_gemma":[0.006533458,0.0001004198,0.00004477307,0.0009640155,0.00004267867,0.0001829807,0.000201572,0.0002773222,0.00000830082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627698,"about_ca_system_score_gemma":0.002798716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005053312,"about_ca_topic_score_gemma":0.001516125,"domain_scores_codex":[0.997105,0.0004847535,0.0003304988,0.000523206,0.0007831776,0.0007733598],"domain_scores_gemma":[0.9977317,0.0005176491,0.00005372057,0.000308683,0.0008129635,0.0005753202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003074175,0.01406355,0.04261482,0.00110454,0.0007408152,0.0001296708,0.5972114,0.0006047075,0.0005325646,0.1529527,0.01597833,0.1709927],"study_design_scores_gemma":[0.001385127,0.002485121,0.749172,0.0001511964,0.000005376072,0.000003219692,0.2226368,0.0006334627,0.000009138957,0.0004742124,0.02293539,0.0001088989],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6865729,0.0001044028,0.003078458,0.3058659,0.00007886923,0.00392163,0.0001314635,0.00003534631,0.0002109954],"genre_scores_gemma":[0.9687758,0.00009948924,0.01346037,0.01049049,0.0001876892,0.001805954,0.000129367,0.00002711055,0.005023725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7065572,"threshold_uncertainty_score":0.7821631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296710499","doi":"10.1177/17579139221118777","title":"‘When the bedbugs come, that’s another problem’: exploring the lived experiences of bedbug infestations among low-income older adults and service providers who support them","year":2022,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wellesley Institute; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Stigma (botany); Service provider; Focus group; Mental health; Qualitative research; Gerontology; Social stigma; Service (business); Psychology; Business; Nursing; Medicine; Public relations; Sociology; Political science; Psychiatry; Marketing; Family medicine","authors":[{"name":"Christine Sheppard","is_ca":true},{"name":"Brenda Roche","is_ca":true},{"name":"Andrea Austen","is_ca":false},{"name":"SL Hitzig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07491642675145416,"gpt":0.3136459500537452,"spread":0.2387295233022911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006628892,0.0001631963,0.000311183,0.0001436764,0.0005864705,0.00006881334,0.0002687534,0.00002726508,0.0006594546],"category_scores_gemma":[0.0002051155,0.00009865682,0.00006755971,0.0006242337,0.0004349612,0.0005302236,0.0001899515,0.0003685481,0.000002491664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825092,"about_ca_system_score_gemma":0.000588255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417256,"about_ca_topic_score_gemma":0.0001732947,"domain_scores_codex":[0.9979796,0.0003909325,0.0004351203,0.0003436112,0.0004394561,0.0004113118],"domain_scores_gemma":[0.9986908,0.0003661847,0.000248534,0.0003461292,0.0001778606,0.0001704317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004698929,0.0005291264,0.1387372,0.0002342689,0.00004571644,0.000006772537,0.8500561,0.00002088721,9.073166e-7,0.007861149,0.0005051948,0.001955759],"study_design_scores_gemma":[0.0005764505,0.0001265312,0.4488022,0.0000744803,0.000008190283,0.00002096482,0.548629,0.0004505079,0.000001694715,0.0003917142,0.0008418305,0.00007645835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219393,0.0003015539,0.00007759056,0.07357326,0.00007217668,0.001529902,0.00002679238,0.00005400392,0.002425474],"genre_scores_gemma":[0.9931554,0.0003070908,0.0001882499,0.004230862,0.00002290931,0.001946418,0.00001995775,0.00002021205,0.0001088559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.310065,"threshold_uncertainty_score":0.7220566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134242498","doi":"10.1177/1757913913480751","title":"The influence of ethnicity and gender on the association between measured obesity and cardiorespiratory fitness with self-rated overweight, physical activity and health","year":2013,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Cardiorespiratory fitness; Overweight; Ethnic group; Obesity; Physical activity; Association (psychology); Medicine; Physical fitness; Gerontology; Psychology; Physical therapy; Sociology; Internal medicine","authors":[{"name":"Jennifer L. Kuk","is_ca":true},{"name":"Chris I. Ardern","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09123645635086193,"gpt":0.3502233518519902,"spread":0.2589868955011282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325918,0.0001719966,0.0006180462,0.00006819564,0.0004650978,0.00004995659,0.0000736269,0.00008023729,0.000001031413],"category_scores_gemma":[0.0003998064,0.00009711146,0.00003046526,0.0003592772,0.0003076892,0.0003118565,0.00006019299,0.0007243076,6.708639e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008798727,"about_ca_system_score_gemma":0.0009718251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398163,"about_ca_topic_score_gemma":0.0003128948,"domain_scores_codex":[0.9975252,0.000956461,0.000199136,0.0003759265,0.0004870413,0.0004562751],"domain_scores_gemma":[0.9978274,0.001022174,0.0003037152,0.0002564527,0.0002532977,0.0003369625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470124,0.002080422,0.9198351,0.0006355892,0.0003856009,9.258649e-7,0.04252966,0.000006232352,0.0002182961,0.01524629,0.000138328,0.01877655],"study_design_scores_gemma":[0.0006910244,0.0008012097,0.9952915,0.00005150687,0.00001414932,0.000001957952,0.001378919,0.0001850897,0.00003282671,0.001399829,0.00006628819,0.00008566226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604537,0.0003279788,0.00002544098,0.03794454,0.000009472838,0.001005214,0.00001395916,0.00003322324,0.0001864423],"genre_scores_gemma":[0.9985037,0.00060049,0.00002859317,0.0007158653,0.00008997953,0.00004238342,0.00000107031,0.00001190107,0.000005992688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07545645,"threshold_uncertainty_score":0.5137028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2470101092","doi":"10.1177/1757913916657118","title":"The effects of household income distribution on stroke prevalence and its risk factors of high blood pressure and smoking: a cross-sectional study in Saskatchewan, Canada","year":2016,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Stroke (engine); Odds ratio; Confidence interval; Demography; Household income; Blood pressure; Gerontology; Internal medicine","authors":[{"name":"Yelena Bird","is_ca":true},{"name":"Mark Lemstra","is_ca":true},{"name":"Marla Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01766875433389333,"gpt":0.282133821079068,"spread":0.2644650667451747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009251945,0.0001475872,0.0003216522,0.0001181066,0.00008459698,0.00001482923,0.0001150378,0.00005459165,0.0000035689],"category_scores_gemma":[0.001436325,0.00009183025,0.00002154621,0.0002089905,0.0001533639,0.00009421577,0.0001162266,0.0002468117,2.059178e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004142843,"about_ca_system_score_gemma":0.0006133113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.131308,"about_ca_topic_score_gemma":0.07691402,"domain_scores_codex":[0.9982063,0.0002385672,0.0004017448,0.000375251,0.0004751335,0.0003030671],"domain_scores_gemma":[0.9983658,0.000876727,0.0002809069,0.0002510635,0.00009879054,0.0001266646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000940614,0.0004357524,0.9951239,0.0004251869,0.0002048136,0.000003986067,0.00292467,0.000002893075,0.00006121666,0.0002795497,0.00003898781,0.0004049367],"study_design_scores_gemma":[0.002787116,0.0009299219,0.9913337,0.0001618991,0.00004576069,0.000002830978,0.004211068,0.000009415897,0.000367628,0.00001419652,0.00006730539,0.00006917482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957643,0.001876682,0.00001515712,0.0006648947,0.00009606737,0.001139476,0.0003995718,0.00001215597,0.00003171917],"genre_scores_gemma":[0.9991649,0.0005594764,0.00000597761,0.00001526736,0.00002650518,0.00004254976,0.000003328608,0.00001090386,0.0001710714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05439397,"threshold_uncertainty_score":0.9399299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947063890","doi":"10.1177/1757913919846531","title":"Risk factors and mitigation of influenza among Indigenous children in Australia, Canada, United States, and New Zealand: a scoping review","year":2019,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Indigenous; Circumpolar star; Environmental health; Medicine; Public health; Metis; Inclusion (mineral); Geography; Nursing; Psychology","authors":[{"name":"Catherine Mcleod","is_ca":true},{"name":"Nikesh Adunuri","is_ca":true},{"name":"Richard Booth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.179456971001422,"gpt":0.4557302995331723,"spread":0.2762733285317504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001630801,0.000461489,0.002946842,0.00128834,0.00008573149,0.00003354229,0.0001570007,0.0001931815,0.00002248802],"category_scores_gemma":[0.001973886,0.0003657749,0.00009069193,0.001461089,0.0002400406,0.0001750287,0.000144549,0.001193025,8.833267e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260444,"about_ca_system_score_gemma":0.01081986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9427111,"about_ca_topic_score_gemma":0.6072991,"domain_scores_codex":[0.9959008,0.0008439366,0.001275117,0.0006365198,0.0005410645,0.0008025864],"domain_scores_gemma":[0.9975841,0.0004792645,0.000844223,0.0003833715,0.0001919005,0.0005171396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001502682,0.0001194902,0.6501464,0.1862282,0.0004843315,0.00001140726,0.02413753,0.000002141119,9.905824e-9,0.00002935572,0.0007178783,0.1381083],"study_design_scores_gemma":[0.0015909,0.0003983265,0.554366,0.3831953,0.0002291309,0.00002773853,0.002090274,0.000003428484,9.192957e-8,0.000027491,0.05755944,0.0005119077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1090327,0.8851374,5.085602e-7,0.0002916754,0.00002551538,0.005220636,0.0002619966,0.00001364988,0.00001590374],"genre_scores_gemma":[0.0003220755,0.9988182,0.00004529447,0.0002920542,0.00003711324,0.00007090483,0.0002836259,0.00004140245,0.00008928684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3354119,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2217956794","doi":"10.1177/1757913915612820","title":"Estimating Toronto’s health services use for the 2015 Pan American and Parapan American Games","year":2015,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Travel-related health issues","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"Networks of Centres of Excellence of Canada; Government of Ontario; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Emergency department; Asthma; Population; Demography; Environmental health; Health care; Population health; Rate ratio; Gerontology; Nursing","authors":[{"name":"Laura Y. Feldman","is_ca":true},{"name":"Chenwei Gao","is_ca":true},{"name":"Jingqin Zhu","is_ca":true},{"name":"Jacqueline Simatovic","is_ca":true},{"name":"Christopher Licskai","is_ca":true},{"name":"Teresa To","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1639461278802583,"gpt":0.4932603877808696,"spread":0.3293142599006113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004425366,0.0008519742,0.004729581,0.0004556351,0.0004562068,0.0002164892,0.0004951076,0.0002044573,0.00001686991],"category_scores_gemma":[0.0007287982,0.0005932659,0.0002829444,0.001126652,0.0009283248,0.0004359676,0.0001633523,0.001284076,0.000008446917],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005941721,"about_ca_system_score_gemma":0.008920109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1037264,"about_ca_topic_score_gemma":0.0166677,"domain_scores_codex":[0.9931165,0.001230554,0.001781671,0.001350526,0.0006662699,0.001854453],"domain_scores_gemma":[0.9929346,0.001571355,0.002354014,0.001145423,0.0004184285,0.001576203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002747019,0.0002443778,0.0003458157,0.01786496,0.0002270346,0.000002913615,0.03279334,7.362626e-7,3.237748e-9,0.0008383701,0.001530906,0.9461241],"study_design_scores_gemma":[0.0007486506,0.001801861,0.006060577,0.008264767,0.0001505816,0.0001181196,0.05262037,0.000545328,2.033895e-9,0.00004443631,0.9292147,0.0004306184],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001049913,0.963344,0.0002869941,0.02948815,0.0003428671,0.005832157,0.0002200379,0.0002342583,0.0001465787],"genre_scores_gemma":[0.001175687,0.9761445,0.01791849,0.002641251,0.0007655593,0.00083094,0.0001839557,0.0002000706,0.0001395243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9456934,"threshold_uncertainty_score":0.9996518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385898777","doi":"10.1177/17579139221136720","title":"Has interest in smoking cessation declined during the COVID-19 pandemic?","year":2023,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Smoking cessation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus Infections; Betacoronavirus; Virology; Environmental health; Demography; Internal medicine; Outbreak; Pathology; Infectious disease (medical specialty)","authors":[{"name":"Christopher J. Schell","is_ca":true},{"name":"A Godinho","is_ca":true},{"name":"John Cunningham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3418666463925052,"gpt":0.4376519898179279,"spread":0.09578534342542266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002688497,0.0001192211,0.0002332286,0.0006885652,0.0002316782,0.00007523537,0.0001348766,0.00009513707,0.0001061394],"category_scores_gemma":[0.001764321,0.00009550473,0.00004566459,0.001494899,0.0001209321,0.0001854106,0.00005916786,0.0005108351,0.000004114876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002945668,"about_ca_system_score_gemma":0.0009478071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088567,"about_ca_topic_score_gemma":0.002267264,"domain_scores_codex":[0.9982836,0.0002821913,0.0003860092,0.0003508686,0.0002529155,0.0004444618],"domain_scores_gemma":[0.9990983,0.000241867,0.0001217037,0.0002745515,0.00006220041,0.0002013484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003057915,0.0001026511,0.9584843,0.00007866887,0.000008119643,0.00001644421,0.03694461,0.00002693166,0.00004558181,0.001651179,0.0001609768,0.002449962],"study_design_scores_gemma":[0.001602731,0.00005144118,0.9622504,0.00005736974,0.000003923558,0.00003873101,0.03320086,0.0002094185,0.000006128227,0.0005466698,0.001950511,0.00008185588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320193,0.00009426533,0.0001742141,0.06659637,0.0001856194,0.000415125,0.000004636243,0.0002101546,0.0003003492],"genre_scores_gemma":[0.9980174,0.0002930987,0.00001368309,0.001277564,0.000147661,0.00008690376,0.00003968182,0.00002019545,0.000103869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06599807,"threshold_uncertainty_score":0.770282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407175228","doi":"10.1177/17579139241266174","title":"Positive health promotion: the Ottawa Charter approach","year":2025,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Charter; Vision; Public health; Health promotion; Medicine; Public relations; Political science; Nursing; Sociology; Law","authors":[{"name":"Michael Craig Watson","is_ca":false},{"name":"KE Neil","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1144474618253961,"gpt":0.4784705461732421,"spread":0.364023084347846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007009159,0.0002306213,0.0004623195,0.0005587869,0.002352777,0.00004310218,0.0003911066,0.0001794447,0.0001771991],"category_scores_gemma":[0.0008010456,0.0001739952,0.00006953996,0.001715357,0.0001829983,0.0002841619,0.00007156792,0.00168641,0.00008271818],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004490798,"about_ca_system_score_gemma":0.01066228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091699,"about_ca_topic_score_gemma":0.0007661975,"domain_scores_codex":[0.9926106,0.003881065,0.0009775389,0.0006696728,0.0003395452,0.001521548],"domain_scores_gemma":[0.9975084,0.000604385,0.0004218795,0.0006507811,0.000349061,0.0004655081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006560115,0.002199457,0.05900252,0.0009817434,0.00004263147,5.452187e-7,0.2549071,0.000002154987,0.000001134717,0.3552871,0.2772333,0.05027661],"study_design_scores_gemma":[0.001250782,0.0003671989,0.6833607,0.0005368269,0.000003491331,0.000004828588,0.2078488,0.0003388219,4.188502e-7,0.005172317,0.1009176,0.0001981586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0160794,0.003655713,0.004284919,0.8812352,0.002627564,0.003842158,0.00002836953,0.0002046019,0.08804202],"genre_scores_gemma":[0.962224,0.000449987,0.001287457,0.03045549,0.0007479262,0.0009804621,0.00007597905,0.00002951629,0.003749207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9461446,"threshold_uncertainty_score":0.9993308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W819769883","doi":"10.1177/1757913914545568","title":"Global public health workforce","year":2014,"lang":"en","type":"editorial","venue":"Perspectives in Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public health; Workforce; Population; Political science; Population health; Economic growth; Global health; Public relations; Health care; Social determinants of health; Health policy; International health; Medicine; Environmental health; Nursing; Economics","authors":[{"name":"H. Hartwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1302253266620653,"gpt":0.513660553745941,"spread":0.3834352270838757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02638153,0.001168212,0.002850199,0.001498713,0.003061025,0.0002822232,0.001923635,0.002811232,0.0009263078],"category_scores_gemma":[0.02150929,0.001174515,0.0003350859,0.003771755,0.0004433545,0.0008504048,0.00066388,0.006817625,0.0007010224],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.04057615,"about_ca_system_score_gemma":0.1446013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05014511,"about_ca_topic_score_gemma":0.01788755,"domain_scores_codex":[0.9721301,0.01035387,0.004213156,0.002402315,0.00255626,0.008344357],"domain_scores_gemma":[0.9826962,0.004315245,0.003618596,0.002362123,0.002094876,0.004912918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001554507,0.0004740818,0.001719381,0.001500763,0.00004410143,0.00000114296,0.04124609,0.000001679838,6.263728e-9,0.07577698,0.8594276,0.01979265],"study_design_scores_gemma":[0.001454446,0.00039615,0.00545583,0.0007438473,0.000003978669,0.000002300693,0.04524376,0.00006354721,1.079474e-9,0.001747715,0.9441785,0.0007099478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001126728,0.005001219,0.001294374,0.3145468,0.6105379,0.002708161,0.0007334602,0.0005365143,0.06452885],"genre_scores_gemma":[0.006740198,0.01154743,0.000794073,0.02681301,0.9425656,0.001622701,0.002324668,0.0002763378,0.007315926],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3320277,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172027974","doi":"10.1177/17579139211018724","title":"Knowledge into action: proposing an evidence-based group prenatal exercise prescription","year":2021,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Session (web analytics); Medical prescription; Randomized controlled trial; Medicine; Exercise prescription; Physical therapy; Nursing; Computer science","authors":[{"name":"Miguel Sánchez‐Polán","is_ca":false},{"name":"TS Nagpal","is_ca":true},{"name":"Rubén Barakat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2852533423220481,"gpt":0.4885802395913844,"spread":0.2033268972693363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002092161,0.0003911169,0.001427771,0.001225206,0.0001966916,0.0002306587,0.0002710941,0.0001977804,0.0002310083],"category_scores_gemma":[0.001264409,0.0003432544,0.0002909145,0.001378862,0.0001540329,0.0009029672,0.000153489,0.000892651,0.00003658698],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004660957,"about_ca_system_score_gemma":0.007310921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003341419,"about_ca_topic_score_gemma":0.0001876585,"domain_scores_codex":[0.9955488,0.001245973,0.0007047011,0.001014925,0.0007205403,0.0007650104],"domain_scores_gemma":[0.9976277,0.0002346564,0.0002637742,0.0006368402,0.0005039006,0.0007331602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002021434,0.001249837,0.00002153604,0.06244627,0.00007445782,0.00002531349,0.002017445,8.68962e-7,2.936458e-7,0.003035333,0.0005963603,0.9305121],"study_design_scores_gemma":[0.0006404806,0.0008654572,0.0007021534,0.0843432,0.000122988,0.00001774924,0.004074557,0.0003281768,5.624137e-7,0.00008673664,0.9084792,0.0003387095],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003144783,0.9920725,0.0007157749,0.002553042,0.0002567922,0.00356837,0.00001464075,0.0001038548,0.0006835771],"genre_scores_gemma":[0.0007898867,0.993417,0.002790738,0.00009666083,0.0003694396,0.001075051,0.0008034679,0.00006370124,0.0005940803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9301733,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397004844","doi":"10.1177/17579139241236655","title":"Challenges of determining the relative contribution of determinants of health on population health: a Canadian perspective","year":2024,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; McMaster University; Impact","funders":"","keywords":"Perspective (graphical); Population health; Population; Environmental health; Health policy; Public health; Medicine; Political science; Computer science; Nursing","authors":[{"name":"Mehdi Aloosh","is_ca":true},{"name":"Jessica Hopkins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1293862295967844,"gpt":0.4403077971412617,"spread":0.3109215675444773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008028059,0.0001523714,0.0007101214,0.0006248544,0.000518885,0.00002759837,0.0002432743,0.0001118526,0.0000220836],"category_scores_gemma":[0.002826179,0.0001268719,0.0001152051,0.0008217609,0.0003589643,0.0003433384,0.00002474466,0.0003439851,0.000001239231],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005502857,"about_ca_system_score_gemma":0.01001694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8053019,"about_ca_topic_score_gemma":0.8366666,"domain_scores_codex":[0.995212,0.001967474,0.001009911,0.0003813779,0.0005140753,0.0009151589],"domain_scores_gemma":[0.997283,0.001046402,0.0006307171,0.00023464,0.0004076536,0.0003975233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000769597,0.00007950952,0.05288246,0.0002421493,0.00001452686,4.501782e-7,0.2381119,0.000002320536,2.653926e-8,0.681578,0.00005838456,0.02702259],"study_design_scores_gemma":[0.0002398103,0.0004137561,0.7716237,0.0007812501,0.000001993269,6.199157e-7,0.2161015,0.0001171091,7.269127e-7,0.009124353,0.001508491,0.00008670387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3766269,0.044306,0.0001095516,0.5667323,0.0008158991,0.002405409,0.0001877666,0.00006867642,0.008747571],"genre_scores_gemma":[0.9926863,0.006120885,0.00008379993,0.000959869,0.00008301216,0.00002484284,0.000005877855,0.00001544769,0.00001994228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7187412,"threshold_uncertainty_score":0.9983149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W746581744","doi":"10.1177/1757913914545941","title":"Public health workforce around the globe","year":2014,"lang":"en","type":"editorial","venue":"Perspectives in Public Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Workforce; Public health; Population health; Globe; Population; Globalization; Community health; Global health; Public relations; Medicine; Economic growth; Business; Political science; Environmental health; Nursing; Economics; Law","authors":[{"name":"Eugenia Cronin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1378831085521911,"gpt":0.4444952214317163,"spread":0.3066121128795252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02681959,0.001175626,0.002585759,0.001038269,0.004701896,0.0003166372,0.002341665,0.001851347,0.0004100895],"category_scores_gemma":[0.01140987,0.0008905789,0.0004108961,0.002231989,0.0006304306,0.0005415586,0.0007837338,0.01343884,0.0005417239],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01538526,"about_ca_system_score_gemma":0.05390158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007353981,"about_ca_topic_score_gemma":0.009341666,"domain_scores_codex":[0.9728623,0.01250319,0.003454721,0.002326591,0.002654894,0.006198314],"domain_scores_gemma":[0.9840536,0.006512108,0.003140806,0.00261549,0.001152938,0.002525128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002994838,0.0005010678,0.00129665,0.001321038,0.00005025334,0.000002587626,0.04835146,0.000001299181,2.705774e-8,0.03901465,0.8923715,0.01705951],"study_design_scores_gemma":[0.001845317,0.0003241574,0.003343202,0.001643973,0.000005639625,0.00000262439,0.05249779,0.00006963671,4.375117e-9,0.001616725,0.9380221,0.0006288661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001525375,0.01196295,0.0008171992,0.3755077,0.5880518,0.004181631,0.0004052203,0.0004983058,0.01842267],"genre_scores_gemma":[0.02579624,0.01963762,0.0002135579,0.0255155,0.9223221,0.000209897,0.0009158116,0.0003206624,0.005068635],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3499922,"threshold_uncertainty_score":0.9994445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404153372","doi":"10.1177/17579139241249676","title":"Inspiring sustainability: insights from a global creative competition on healthy planet, healthy people","year":2024,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Saint Vincent University; NOSM University","funders":"","keywords":"Planet; Sustainability; Competition (biology); Astrobiology; Medicine; Environmental ethics; Ecology; Biology; Physics","authors":[{"name":"Stephanie Bull","is_ca":false},{"name":"Jonas Nzanzu","is_ca":false},{"name":"Fadhilah Ramadhina","is_ca":false},{"name":"J. William Thompson","is_ca":true},{"name":"Thomas Cooper","is_ca":false},{"name":"Tracy Moniz","is_ca":true},{"name":"Alice O’Grady","is_ca":false},{"name":"Ravi Parekh","is_ca":false},{"name":"Tom Rozier-Hope","is_ca":false},{"name":"Sukhi Ubhi","is_ca":false},{"name":"Sonia Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0553423673625184,"gpt":0.358792228987596,"spread":0.3034498616250776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008251765,0.0003068432,0.0004763648,0.0002284018,0.000399213,0.0001677395,0.0002434954,0.0001391638,0.001543701],"category_scores_gemma":[0.0003009569,0.000288048,0.00005421002,0.001309528,0.0001982753,0.0005869361,0.0001684774,0.0005825589,0.0004168704],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01499929,"about_ca_system_score_gemma":0.0009741682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0557973,"about_ca_topic_score_gemma":0.0355983,"domain_scores_codex":[0.9961527,0.0005363123,0.0005713433,0.001010686,0.0005526724,0.001176259],"domain_scores_gemma":[0.9981999,0.0003450049,0.0001304957,0.0003985045,0.00003102314,0.0008950404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001169037,0.004001752,0.168431,0.001656472,0.00006737694,0.000216239,0.3927832,0.0005840055,0.0000099368,0.2709485,0.02377127,0.1363612],"study_design_scores_gemma":[0.001216289,0.002697248,0.8198806,0.000291538,0.0000050772,0.00001961912,0.06759546,0.003817888,0.000001084746,0.03677586,0.06718289,0.0005164685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8262721,0.003018948,0.0002670419,0.147819,0.0005638708,0.001335217,0.0003624975,0.0003276271,0.02003369],"genre_scores_gemma":[0.9891761,0.001418073,0.0001564514,0.008611678,0.0002796617,0.000102004,0.0002003155,0.00002872878,0.00002698689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514496,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378347813","doi":"10.1177/17579139231172684","title":"Building a healthy environment: lessons from three RSPH award entrants","year":2023,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Environmental health; Gerontology; Business","authors":[{"name":"Florence Gildea","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1139848670606776,"gpt":0.3679819694954241,"spread":0.2539971024347465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003625752,0.0003385411,0.0007167047,0.0008895114,0.0005299561,0.0002169431,0.0005982752,0.0001879273,0.0003871918],"category_scores_gemma":[0.001149617,0.0003362818,0.0001286776,0.001720856,0.0001909419,0.001022349,0.0004311249,0.0005702034,0.001040684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009650458,"about_ca_system_score_gemma":0.0004161982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06412741,"about_ca_topic_score_gemma":0.002204379,"domain_scores_codex":[0.9953054,0.0001726603,0.0008720987,0.0009252682,0.0004242672,0.002300361],"domain_scores_gemma":[0.9984022,0.0003540489,0.0004109094,0.0005443383,0.00007346573,0.0002150726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004393721,0.0003529756,0.03952366,0.0002413815,0.00005710964,0.00002185552,0.001949032,0.0009254041,0.000008440497,0.8013853,0.1290188,0.02647214],"study_design_scores_gemma":[0.0008062633,0.00003335669,0.1947655,0.00003876583,0.000003758591,0.000001695861,0.004675724,0.0164829,7.485559e-8,0.03482727,0.7480863,0.0002784298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2434437,0.0009732201,0.002401948,0.7452847,0.0008856817,0.0006627277,0.00005963002,0.0005299829,0.005758386],"genre_scores_gemma":[0.9487597,0.001712274,0.0008202628,0.04627543,0.002097721,0.0001287631,0.0001009033,0.00006477017,0.00004019086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.766558,"threshold_uncertainty_score":0.9999089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412856826","doi":"10.1177/17579139251316222","title":"Public health and planetary health: human–planet relationship through education, research, policy, and practice","year":2025,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Planet; Public health; Health policy; Political science; Astrobiology; Medicine; Environmental health; Nursing; Biology; Astronomy; Physics","authors":[{"name":"V Matković","is_ca":false},{"name":"Chiara Cadeddu","is_ca":false},{"name":"Ana‐Catarina Pinho‐Gomes","is_ca":false},{"name":"Maria P.H. Koster","is_ca":false},{"name":"Melanie Boeckmann","is_ca":true},{"name":"Paula Andrea Díaz Valencia","is_ca":false},{"name":"David Patterson","is_ca":false},{"name":"Peter van den Hazel","is_ca":false},{"name":"Susana Viegas","is_ca":false},{"name":"M Jevtić","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4439784693094271,"gpt":0.5187105807948046,"spread":0.07473211148537745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009124379,0.0002176106,0.0004020725,0.0006774658,0.001640298,0.0002343255,0.0002451592,0.0001212726,0.0001858507],"category_scores_gemma":[0.005928069,0.0002232679,0.00001514366,0.001732079,0.0006354697,0.001237844,0.0003056218,0.0008687182,0.00003915427],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004495574,"about_ca_system_score_gemma":0.006037566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08188502,"about_ca_topic_score_gemma":0.01157345,"domain_scores_codex":[0.9939713,0.002434924,0.0006893984,0.0007826409,0.0005390063,0.001582688],"domain_scores_gemma":[0.9961253,0.001730311,0.0003077441,0.0004593102,0.00007521209,0.001302114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004421255,0.001213686,0.1627075,0.0007019414,0.00001723856,0.000002961532,0.1879723,0.000003609642,0.000001827909,0.3586033,0.2323637,0.05636773],"study_design_scores_gemma":[0.000532205,0.0005019802,0.4625328,0.0001318553,0.000001028849,0.00007000491,0.07861327,0.00002408115,5.826204e-8,0.03025807,0.4271612,0.0001734464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0264601,0.01712671,0.00005161003,0.8962752,0.0001460189,0.001330685,0.00006958553,0.00008147392,0.05845859],"genre_scores_gemma":[0.9014928,0.02321732,0.002592156,0.07116199,0.0002929386,0.0001151854,0.0003607206,0.00003157395,0.0007353494],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8750327,"threshold_uncertainty_score":0.9996594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296119442","doi":"10.1177/17579139221093163","title":"It’s time to change how we talk about alcohol","year":2022,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol; Medicine; Biology","authors":[{"name":"Elizabeth K. Farkouh","is_ca":false},{"name":"Norman Giesbrecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2329884414749539,"gpt":0.4264023496485338,"spread":0.1934139081735799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00204851,0.0002093961,0.0005193977,0.0008276427,0.0004283355,0.00004816839,0.000205363,0.00006459328,0.006339672],"category_scores_gemma":[0.0004653344,0.0002165898,0.00009207032,0.00108857,0.00007306053,0.0001923288,0.0002164621,0.0007523957,0.000471449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002691397,"about_ca_system_score_gemma":0.001251712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002521425,"about_ca_topic_score_gemma":0.00008612747,"domain_scores_codex":[0.996971,0.0005329065,0.000318929,0.0006138993,0.0006218698,0.0009413809],"domain_scores_gemma":[0.9981989,0.0001337568,0.0001307431,0.000453362,0.0001213471,0.0009619002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005330103,0.003132736,0.01015166,0.00114461,0.0001443311,0.0003054499,0.2791931,0.000006214202,0.0002601186,0.01249232,0.5100049,0.1826316],"study_design_scores_gemma":[0.001737183,0.0009686444,0.09071787,0.00008070434,0.000005016395,0.0001320105,0.01169892,0.000317546,0.000001983974,0.00003752355,0.8941022,0.0002003596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0250161,0.00412184,0.00005908574,0.9571592,0.0003107,0.002555345,0.0000504743,0.0002053831,0.01052192],"genre_scores_gemma":[0.8944644,0.0009325191,0.0004859183,0.09535418,0.000467233,0.001286675,0.00004242734,0.00005581184,0.006910833],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8694483,"threshold_uncertainty_score":0.9945686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}