{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":55,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":55,"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":"2093f682ccfc","filters":{"venue":"Risk Management and Healthcare Policy"}},"results":[{"id":"W3129452670","doi":"10.2147/rmhp.s293471","title":"The Effects of the Health System Response to the COVID-19 Pandemic on Chronic Disease Management: A Narrative Review","year":2021,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":288,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bruyère; Institut du Savoir Montfort; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Western University; Royal Ottawa Mental Health Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Narrative; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Narrative review; Disease; Medicine; Intensive care medicine; Infectious disease (medical specialty); Virology; Pathology; Outbreak; Philosophy","authors":[{"name":"Tetyana Kendzerska","is_ca":true},{"name":"David T. Zhu","is_ca":true},{"name":"Andrea S. Gershon","is_ca":true},{"name":"Jodi D. Edwards","is_ca":true},{"name":"Cayden Peixoto","is_ca":true},{"name":"Rébecca Robillard","is_ca":true},{"name":"Claire Kendall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06598538473249146,"gpt":0.4666087207833424,"spread":0.400623336050851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003804941,0.0005544345,0.00176495,0.0003789765,0.001459641,0.00003896901,0.0004994788,0.00008977736,0.00000703162],"category_scores_gemma":[0.0009385686,0.0002606432,0.0004469428,0.001641841,0.0001277371,0.00002675471,0.0004309718,0.0006921741,0.00001653822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677143,"about_ca_system_score_gemma":0.002716959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139418,"about_ca_topic_score_gemma":0.0006724254,"domain_scores_codex":[0.9917927,0.004395168,0.001460283,0.0007078141,0.0008562983,0.0007877091],"domain_scores_gemma":[0.9945756,0.001423316,0.001337106,0.001654331,0.00009242568,0.0009171831],"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":[0.0001533114,0.00002277533,0.00008369053,0.3759649,0.000296833,0.00003047096,0.0005512795,1.634972e-7,1.059477e-9,0.007654135,0.03936268,0.5758798],"study_design_scores_gemma":[0.0009377885,0.0009009223,0.0009414377,0.1325539,0.001708505,0.00003600838,0.0009313119,0.000001160347,7.519531e-9,0.00003520092,0.8617957,0.0001581551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001488524,0.8599305,0.0000298506,0.1228914,0.0003615862,0.01643258,0.0001290358,0.00006464247,0.0001454779],"genre_scores_gemma":[0.0002315146,0.9588783,0.00002239028,0.03615974,0.0005415306,0.002451914,0.0001097474,0.00005906098,0.001545798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8224329,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162027902","doi":"10.2147/rmhp.s270234","title":"Assessing Global Organ Donation Policies: Opt-In vs Opt-Out","year":2021,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Opt-out; Organ donation; Donation; Harm; Opt-in email; Medicine; Political science; Business; Law and economics; Public relations; Law; Economics; Internet privacy; Transplantation; Surgery; Computer science; Advertising","authors":[{"name":"Harriet Etheredge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07259526409950488,"gpt":0.4526633967183102,"spread":0.3800681326188053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003511504,0.000384748,0.001187347,0.0007669213,0.0001705652,0.0001946127,0.0001085633,0.0002860525,0.0000543009],"category_scores_gemma":[0.00004260316,0.0003577743,0.000185816,0.001072266,0.00004136681,0.0001790992,0.00007450135,0.000405725,0.00004439961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008152224,"about_ca_system_score_gemma":0.0005761492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002621894,"about_ca_topic_score_gemma":0.001074758,"domain_scores_codex":[0.9976367,0.0002604713,0.0007430997,0.0005342756,0.0003954408,0.0004300567],"domain_scores_gemma":[0.9989768,0.00005832389,0.0003395775,0.0003074227,0.00009369729,0.0002242359],"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":[0.000008834832,0.00006773001,0.002624748,0.03090524,0.0001425156,0.00007858456,0.0003189536,2.5527e-7,1.353777e-8,0.0350764,0.0002509841,0.9305257],"study_design_scores_gemma":[0.001202142,0.00007374745,0.01955692,0.01580349,0.001139143,0.00007636008,0.0004278804,0.00001389963,2.98644e-7,0.0004646266,0.9608688,0.0003726829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000091758,0.9836584,0.0002390365,0.005413992,0.0002156499,0.001338256,0.000125772,0.0001007504,0.008816368],"genre_scores_gemma":[0.0009410682,0.9945333,0.00102114,0.001048657,0.0005755944,0.00005567879,0.001093859,0.00004806993,0.0006826504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9606178,"threshold_uncertainty_score":0.9998874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971034551","doi":"10.2147/rmhp.s58728","title":"The Human Genome Project, and recent advances in personalized genomics","year":2015,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"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":"Massachusetts Medical Society; Genomic Health","keywords":"Personalized medicine; Precision medicine; Genomics; Health care; Context (archaeology); Population; Genetic testing; Medicine; Profiling (computer programming); Personal genomics; Bioinformatics; Computer science; Genetics; Genome; Biology; Pathology; Political science","authors":[{"name":"Brenda J. Wilson","is_ca":true},{"name":"Stuart G. Nicholls","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05383556075763844,"gpt":0.4127756960911035,"spread":0.358940135333465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093103,0.0002735024,0.0004503245,0.0001840418,0.0002781409,0.00006424898,0.0002150559,0.0001670826,0.000001278597],"category_scores_gemma":[0.00002144812,0.0002060244,0.00006813303,0.0002241775,0.0001466947,0.000004417964,0.0003051969,0.0002047701,0.000002203018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003411039,"about_ca_system_score_gemma":0.0005062457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002771211,"about_ca_topic_score_gemma":0.001139561,"domain_scores_codex":[0.9984367,0.0002381592,0.000384264,0.0004834514,0.0001197828,0.0003376825],"domain_scores_gemma":[0.9992303,0.00001384892,0.0002575941,0.0003592298,0.00005427802,0.00008479052],"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":[0.000009505507,0.000008873168,0.00003797282,0.003257064,0.00007295112,0.000001651244,0.0001525065,6.42723e-7,2.024845e-7,0.002761904,0.0005504456,0.9931463],"study_design_scores_gemma":[0.0002855728,0.00007330889,0.00005970254,0.0002506521,0.00009893395,0.000007642365,0.0002298603,9.718152e-7,1.275527e-7,0.0008653821,0.9979169,0.0002109033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008072405,0.9962941,0.000008342636,0.000438698,0.00007818082,0.001367158,0.0001004915,0.000008165135,0.001624105],"genre_scores_gemma":[0.00001542281,0.9972762,0.0002616223,0.0001437854,0.000457416,0.0003728116,0.0002389812,0.00004111291,0.001192652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9973665,"threshold_uncertainty_score":0.8401431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771741765","doi":"10.2147/rmhp.s109116","title":"The NHS Bowel Cancer Screening Program: current perspectives on strategies for improvement","year":2017,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Sigmoidoscopy; Colonoscopy; Medicine; Colorectal cancer; Fecal occult blood; Cancer; Population; Internal medicine; Cancer screening; Oncology; General surgery; Intensive care medicine; Environmental health","authors":[{"name":"Sara Koo","is_ca":false},{"name":"Laura J Neilson","is_ca":false},{"name":"Christian von Wagner","is_ca":true},{"name":"Colin Rees","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1360257870476497,"gpt":0.4881072658217356,"spread":0.3520814787740859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004558564,0.0004420233,0.0008851418,0.0003173599,0.001391087,0.0003554364,0.0002041895,0.0001429747,0.00000237541],"category_scores_gemma":[0.00005903123,0.0002822623,0.0004113891,0.0001658148,0.0001210386,0.00006775822,0.0001375229,0.0005912578,0.00000264264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859038,"about_ca_system_score_gemma":0.0004979065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004500569,"about_ca_topic_score_gemma":0.001133297,"domain_scores_codex":[0.9979354,0.00008390928,0.0004466994,0.0006512243,0.000309838,0.0005730008],"domain_scores_gemma":[0.9983534,0.0001128038,0.0006221803,0.0005857593,0.0001295494,0.0001963181],"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":[0.0004168758,0.00005015781,0.00001549936,0.02001222,0.0003777991,0.000001824133,0.000276833,3.915156e-7,1.921566e-9,0.007300359,0.0009057354,0.9706423],"study_design_scores_gemma":[0.0006086717,0.002745631,0.0002545707,0.009914691,0.0009733196,0.000003190808,0.001409965,0.0000588372,6.351574e-8,0.0006737106,0.9831035,0.0002539118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001358122,0.9896392,0.0001794666,0.0019096,0.0004023522,0.006253215,0.000110624,0.0001420591,0.001349899],"genre_scores_gemma":[0.0003834614,0.9910018,0.0003495691,0.00006404312,0.001868943,0.005116475,0.00003393644,0.00005871481,0.001123059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821977,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1917948134","doi":"10.2147/rmhp.s63862","title":"Recent trends in reproductive tourism and international surrogacy: ethical considerations and challenges for policy","year":2015,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":54,"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":"Medical tourism; Tourism; Vulnerability (computing); Business; Exploit; Liberian dollar; Socioeconomic status; Economic growth; Public relations; Political science; Law; Economics; Medicine; Finance; Environmental health","authors":[{"name":"Raywat Deonandan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1799231680663437,"gpt":0.4322832704985375,"spread":0.2523601024321938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000758305,0.0001376264,0.0002645486,0.0008747075,0.0001178658,0.00002588822,0.00003455553,0.0001612127,0.000002195897],"category_scores_gemma":[0.001278307,0.0001229904,0.00001882275,0.0002267742,0.0001711304,0.00007427177,0.0001263728,0.0003418437,6.959928e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919547,"about_ca_system_score_gemma":0.0001485058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347709,"about_ca_topic_score_gemma":0.0008308087,"domain_scores_codex":[0.9986727,0.00008091673,0.000267685,0.000552508,0.0001359923,0.0002902362],"domain_scores_gemma":[0.9991727,0.00007895996,0.00009172915,0.0002629615,0.0001744504,0.0002191671],"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":[0.0001942458,0.00005337545,0.02044777,0.0002607899,0.00003800115,0.00001055608,0.001566983,3.989381e-7,3.946626e-7,0.3433457,0.002224929,0.6318569],"study_design_scores_gemma":[0.003197304,0.0006801832,0.4401061,0.00008660908,0.00004129124,0.00007367574,0.002814844,0.00007255091,0.00001228682,0.3019992,0.2507419,0.0001740339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07579026,0.0248989,0.00001257697,0.8948087,0.0001115999,0.0007788341,0.0000262154,0.00008313519,0.003489804],"genre_scores_gemma":[0.7439852,0.249034,0.002942891,0.0024971,0.0007761591,0.0001449627,0.00001947935,0.00001516671,0.0005850482],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8923116,"threshold_uncertainty_score":0.5015401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056959926","doi":"10.2147/rmhp.s60708","title":"“Brain drain” and “brain waste”: experiences of international medical graduates in Ontario","year":2014,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; University of Toronto; Canadian Institutes of Health Research","funders":"","keywords":"Brain drain; Thematic analysis; Socioeconomic status; Developing country; Medicine; Position (finance); Descriptive statistics; Business; Medical education; Qualitative research; Demographic economics; Economic growth; Environmental health; Population; Sociology; Economics; Social science; Finance","authors":[{"name":"Aïsha Lofters","is_ca":true},{"name":"Morgan Slater","is_ca":true},{"name":"Nishit Fumakia","is_ca":true},{"name":"Naomi Thulien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05590638178235964,"gpt":0.4305083511250896,"spread":0.37460196934273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003613761,0.0006234156,0.001079371,0.001050413,0.0009655087,0.00006954782,0.0007620544,0.000590767,0.001003861],"category_scores_gemma":[0.00172323,0.0005760739,0.0001325504,0.0007610462,0.0005331975,0.0003412629,0.0009633407,0.001551711,0.0001813423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008126758,"about_ca_system_score_gemma":0.0006800524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3327277,"about_ca_topic_score_gemma":0.7547315,"domain_scores_codex":[0.9920868,0.00169691,0.002017001,0.001092476,0.001361545,0.001745212],"domain_scores_gemma":[0.9953876,0.001533609,0.0008745221,0.0008620635,0.0002608021,0.001081454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000377474,0.0002674455,0.6206836,0.002288848,0.0001319926,0.00000920095,0.1772672,0.00001252525,0.000004932934,0.09483656,0.07057448,0.03354568],"study_design_scores_gemma":[0.002486959,0.0001737899,0.07350135,0.00179947,0.00003202038,0.000007346287,0.0223818,0.00009931347,0.000001381705,0.01573939,0.8832279,0.0005492867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000302,0.001569115,0.0003394584,0.08072457,0.001263513,0.00192232,0.00005692902,0.0001602908,0.01393363],"genre_scores_gemma":[0.9366389,0.006327755,0.005141696,0.01410807,0.001273174,0.0006653438,0.0003975532,0.00009641006,0.03535111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8126534,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049586252","doi":"10.2147/rmhp.s265610","title":"<p>Rural Pandemic Preparedness: The Risk, Resilience and Response Required of Primary Healthcare</p>","year":2020,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Resilience (materials science); Pandemic; Preparedness; Health care; Coronavirus disease 2019 (COVID-19); Primary care; Medicine; Environmental health; Political science; Family medicine; Infectious disease (medical specialty); Internal medicine; Disease; Law","authors":[{"name":"Belinda O’Sullivan","is_ca":false},{"name":"Joelena Leader","is_ca":true},{"name":"Danielle Couch","is_ca":false},{"name":"James Purnell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0551452280361051,"gpt":0.3878558992388924,"spread":0.3327106712027873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003912267,0.0005101362,0.001072145,0.0003880823,0.002452984,0.00003704243,0.0006313267,0.0003781398,0.00004153076],"category_scores_gemma":[0.0008681435,0.0003894821,0.0001558155,0.0009828545,0.0004283221,0.0003140828,0.001081007,0.001247116,0.000051302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441227,"about_ca_system_score_gemma":0.00234756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008069001,"about_ca_topic_score_gemma":0.003523474,"domain_scores_codex":[0.9910399,0.004183132,0.001700552,0.0008761029,0.0007389849,0.001461339],"domain_scores_gemma":[0.9947363,0.001819573,0.001278492,0.001005041,0.0002654415,0.00089521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009411917,0.000108005,0.5821993,0.01340867,0.0002790962,0.00003986255,0.07265649,0.000009012229,0.0002019437,0.05636865,0.09963918,0.1656778],"study_design_scores_gemma":[0.002802981,0.0009310284,0.7406728,0.0004775733,0.000187865,0.000007639017,0.007258683,0.0001426831,0.000003625355,0.006161838,0.2408365,0.0005168026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7758671,0.02555703,0.0001169214,0.1870029,0.0004690611,0.004124131,0.000499484,0.0003768756,0.005986555],"genre_scores_gemma":[0.8359283,0.1095206,0.0006058272,0.05117505,0.0007569565,0.0003245666,0.00004948181,0.00007549235,0.001563821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165161,"threshold_uncertainty_score":0.9998557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133445812","doi":"10.2147/rmhp.s275831","title":"Three Statistical Approaches for Assessment of Intervention Effects: A Primer for Practitioners","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; London Health Sciences Centre","funders":"National Cancer Institute; National Institute on Aging; Icahn School of Medicine at Mount Sinai","keywords":"Autoregressive integrated moving average; Medicine; Medicaid; Health care; Emergency medicine; Interrupted Time Series Analysis; Regression toward the mean; Regression analysis; Statistics; Time series; Mathematics","authors":[{"name":"Lihua Li","is_ca":false},{"name":"Meaghan S. Cuerden","is_ca":true},{"name":"Bian Liu","is_ca":false},{"name":"Salimah Z. Shariff","is_ca":true},{"name":"Arsh K. Jain","is_ca":true},{"name":"Madhu Mazumdar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2227192698622942,"gpt":0.5021859580156652,"spread":0.2794666881533711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004281256,0.0001145895,0.0002444296,0.0001094866,0.00009041771,0.0000203919,0.00005439513,0.0000549695,0.0000047522],"category_scores_gemma":[0.000382785,0.0001096555,0.00007161615,0.0001009235,0.00004123488,0.00008906559,0.00007169277,0.00008393145,2.088964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020127,"about_ca_system_score_gemma":0.00005164975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001940276,"about_ca_topic_score_gemma":0.0002391396,"domain_scores_codex":[0.999062,0.00006847233,0.000314291,0.0002294983,0.0001198677,0.0002058738],"domain_scores_gemma":[0.9987195,0.0006687846,0.0002426034,0.0001967816,0.000115183,0.00005716014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002623808,0.0001345149,0.0007946364,0.004998679,0.00008580359,8.275672e-7,0.00006854766,9.128626e-7,0.000005056196,0.8795416,0.0009338371,0.1134093],"study_design_scores_gemma":[0.0006931177,0.0003638473,0.004424842,0.0001949756,0.0001383624,0.000001080065,0.0003005787,0.001741723,0.0003057062,0.9895684,0.002157739,0.0001096924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001881894,0.000196856,0.9938403,0.001399776,0.00003400039,0.001791856,0.0001437187,0.00006866047,0.0006429484],"genre_scores_gemma":[0.192533,0.0004162995,0.8055691,0.00009279956,0.00007384728,0.001052116,0.0001057144,0.0000230581,0.0001340552],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1906511,"threshold_uncertainty_score":0.4471622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2518735599","doi":"10.2147/rmhp.s61536","title":"Police custody health care: a review of health morbidity, models of care and innovations within police custody in the UK, with international comparisons","year":2016,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"National Institute for Health and Care Research","keywords":"Mental health; Psychological intervention; Health care; Medicine; Criminal justice; Psychiatry; Criminology; Psychology; Political science; Law","authors":[{"name":"Iain McKinnon","is_ca":false},{"name":"Stuart Thomas","is_ca":false},{"name":"Heather Noga","is_ca":true},{"name":"Jane Senior","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.123539941935758,"gpt":0.4949499140781846,"spread":0.3714099721424266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002248474,0.0005709965,0.003515543,0.001056129,0.0008560924,0.00002194581,0.0006539238,0.0002907077,0.00001400794],"category_scores_gemma":[0.00003933025,0.0003637591,0.0001739453,0.001557444,0.0002381945,0.0001419456,0.000447231,0.00110248,0.000004918311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008770874,"about_ca_system_score_gemma":0.002814441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4348911,"about_ca_topic_score_gemma":0.1865836,"domain_scores_codex":[0.9922199,0.002872266,0.002761906,0.0006198457,0.0007013683,0.0008247127],"domain_scores_gemma":[0.9944788,0.0004250787,0.003553702,0.0007542892,0.0005564012,0.0002317084],"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":[0.00001715102,0.0000617249,0.003213725,0.3753853,0.0001655279,7.508419e-7,0.112455,9.741824e-7,8.101576e-10,0.1215793,0.001243253,0.3858772],"study_design_scores_gemma":[0.001023819,0.0004090931,0.002072217,0.2562184,0.0002720722,0.000001992184,0.1506647,0.00000487236,8.913598e-9,0.0004518352,0.5884051,0.0004759125],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001857971,0.9822814,0.00009067915,0.006290485,0.0001815136,0.005623988,0.001442987,0.00003702433,0.003866162],"genre_scores_gemma":[0.02532623,0.9706405,0.0004477974,0.00196458,0.0003667859,0.0006770461,0.0004225861,0.00006922431,0.00008518527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5871618,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888994696","doi":"10.2147/rmhp.s131833","title":"Improving access to specialized care for first-episode psychosis: an ecological model","year":2018,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Education, India; Ohio Department of Mental Health and Addiction Services; Institut de recherche en santé mentale; Ohio Department of Mental Health","keywords":"Psychosis; Variety (cybernetics); Early psychosis; Psychiatry; Quality of life (healthcare); Medicine; Psychology; Nursing; Computer science","authors":[{"name":"Aubrey M. Moe","is_ca":false},{"name":"Ellen B. Rubinstein","is_ca":false},{"name":"C. Gallagher","is_ca":false},{"name":"David M. Weiss","is_ca":false},{"name":"Amanda Stewart","is_ca":false},{"name":"Nicholas J. K. Breitborde","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1376104311142795,"gpt":0.4777561395702544,"spread":0.3401457084559749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003225213,0.000584028,0.001700441,0.000862361,0.0005688322,0.0002109263,0.0004267818,0.0003369552,0.00002656679],"category_scores_gemma":[0.0001131763,0.0004261983,0.000439512,0.000465633,0.0000625058,0.0001164446,0.0004319301,0.00034213,0.00004667082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008034825,"about_ca_system_score_gemma":0.0003204751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004757763,"about_ca_topic_score_gemma":0.02382427,"domain_scores_codex":[0.9967777,0.0001487227,0.0006470585,0.001097551,0.0003753977,0.0009535819],"domain_scores_gemma":[0.9975669,0.0000900144,0.0002732534,0.0008048417,0.0001883326,0.001076667],"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":[0.0007643468,0.0001930631,0.0001980595,0.04845524,0.0003042652,0.00001959477,0.0001315276,8.670267e-7,6.848526e-10,0.004025882,0.004019759,0.9418874],"study_design_scores_gemma":[0.00293967,0.002098047,0.0008233949,0.005451547,0.001750214,0.000009931971,0.0001047555,0.0003540689,1.121391e-7,0.002531681,0.983461,0.0004756007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001291035,0.983273,0.0004575874,0.003181,0.0001555133,0.01146283,0.0005837731,0.0001367116,0.0006204917],"genre_scores_gemma":[0.0001550454,0.9784481,0.01327593,0.0008368419,0.002093025,0.004180836,0.000488301,0.00009680412,0.0004251079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9794412,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092136221","doi":"10.2147/rmhp.s7528","title":"An integrated approach to preventing cardiovascular disease: community-based approaches, health system initiatives, and public health policy","year":2010,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Child and Family Research Institute","funders":"","keywords":"Public health; Disease; Medicine; Health policy; Environmental health; Nursing; Pathology","authors":[{"name":"Janusz Kaczorowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0711472382435791,"gpt":0.3327854999826848,"spread":0.2616382617391056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002965303,0.0004622456,0.001055817,0.0009622776,0.00123711,0.0001825828,0.0002887559,0.0001192454,0.000001032824],"category_scores_gemma":[0.0001344304,0.0004270844,0.0001940751,0.001241247,0.0001866095,0.0003026714,0.0003310013,0.00139326,0.000004895143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006339123,"about_ca_system_score_gemma":0.001131308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07655979,"about_ca_topic_score_gemma":0.001212987,"domain_scores_codex":[0.994639,0.002273197,0.0005787158,0.0007709658,0.0006103484,0.001127723],"domain_scores_gemma":[0.9954409,0.00008184417,0.0003035137,0.001410189,0.0001303449,0.00263321],"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":[0.0001389759,0.009568961,0.1920277,0.03204176,0.001092244,0.00001644275,0.004714999,0.00007112536,0.000001209896,0.4146658,0.000301495,0.3453593],"study_design_scores_gemma":[0.002270285,0.0009566065,0.9606946,0.0005171568,0.0001887702,0.00001554842,0.005947128,0.005133032,0.000001762101,0.0008806121,0.0228776,0.0005169188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902661,0.004140976,0.007325619,0.08091215,0.0001772793,0.01001344,0.0007007468,0.001104027,0.005359615],"genre_scores_gemma":[0.9864749,0.0006484282,0.006486908,0.004813026,0.0006302802,0.0002580905,0.0005662875,0.00008172834,0.00004029755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7686669,"threshold_uncertainty_score":0.9998181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306167871","doi":"10.2147/rmhp.s377304","title":"Health Care Workers’ Experiences, Challenges of Obstetric Referral Processes and Self-Reported Solutions in South Western Uganda: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Mbarara University of Science and Technology; MicroResearch","keywords":"Referral; Medicine; Family medicine; Thematic analysis; Health care; Demographics; Medical emergency; Emergency medicine; Nursing; Qualitative research; Demography","authors":[{"name":"Hamson Kanyesigye","is_ca":false},{"name":"Joseph Ngonzi","is_ca":false},{"name":"Edgar Mulogo","is_ca":false},{"name":"Yarine Fajardo","is_ca":false},{"name":"Jerome Kabakyenga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06635850848110206,"gpt":0.3977945727479799,"spread":0.3314360642668779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007149106,0.0001914463,0.0005409088,0.0005627088,0.0004473559,0.00001416742,0.00009933304,0.0000403915,0.000005013276],"category_scores_gemma":[0.00005395128,0.0001710243,0.0000320405,0.0008216772,0.00004374864,0.00005202106,0.00034324,0.0002875655,4.214999e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950932,"about_ca_system_score_gemma":0.0003770585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251853,"about_ca_topic_score_gemma":0.003272317,"domain_scores_codex":[0.9975896,0.0005220067,0.0005872367,0.0004468303,0.0003542633,0.0005000609],"domain_scores_gemma":[0.9989535,0.00004707703,0.0004013075,0.0002578037,0.00007877389,0.0002615032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001352716,0.0005025085,0.7491096,0.004307062,0.0001294684,0.00003462804,0.1897897,0.000002496307,7.408369e-8,0.0006788172,0.00007014342,0.05524025],"study_design_scores_gemma":[0.001365472,0.00123247,0.6867085,0.00011886,0.00006585202,0.00001973098,0.3085276,0.000005738415,4.372711e-7,0.0001271087,0.001726886,0.0001014296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309094,0.05984753,0.00000976278,0.007226268,0.0001244988,0.001457786,0.00002934889,0.00006921263,0.0003262039],"genre_scores_gemma":[0.9837844,0.0142968,0.00094961,0.0005457789,0.00006830142,0.0002469665,0.00001254793,0.00001693941,0.00007864614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187379,"threshold_uncertainty_score":0.9940572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174195989","doi":"10.2147/rmhp.s310215","title":"Health Technology Assessment in High, Middle, and Low-income Countries: New Systematic and Interdisciplinary Approach For Sound Informed-policy Making: Research Protocole","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Health technology; Government (linguistics); Multidisciplinary approach; Developing country; Political science; Public relations; Health care; Economic growth; Medicine; Business; Economics","authors":[{"name":"Mohammed Alkhaldi","is_ca":true},{"name":"Aisha Al Basuoni","is_ca":false},{"name":"Márcia Filgueiras Rebelo de Matos","is_ca":true},{"name":"Marcel Tanner","is_ca":false},{"name":"Sara Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04662057560661891,"gpt":0.4394984910158761,"spread":0.3928779154092572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120827,0.0002217316,0.0007196441,0.00170157,0.0004966679,0.00006308439,0.000117604,0.001052262,0.000001961946],"category_scores_gemma":[0.0001239086,0.0001859876,0.0000350831,0.001136961,0.0003263044,0.00008189151,0.0007338722,0.001790289,0.000001548065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004351817,"about_ca_system_score_gemma":0.001037115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009204621,"about_ca_topic_score_gemma":0.0006718881,"domain_scores_codex":[0.9977434,0.000172103,0.0006340265,0.000510799,0.0002337813,0.0007059349],"domain_scores_gemma":[0.9989335,0.0001244357,0.0001967317,0.0004293407,0.000113975,0.0002020453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002562269,0.000167006,0.04051176,0.1790547,0.000247685,0.00005636804,0.002690483,0.000001882113,9.528916e-7,0.7662209,0.000712737,0.0100793],"study_design_scores_gemma":[0.03014451,0.009587388,0.2650775,0.08262452,0.0005188081,0.001565421,0.0917763,0.006229168,0.00006581202,0.4943545,0.0162872,0.001768822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0916659,0.01802385,0.003971638,0.8460008,0.00009607353,0.03715777,0.00004974041,0.000284909,0.002749349],"genre_scores_gemma":[0.9619961,0.0209847,0.009968533,0.00196373,0.00019554,0.00326579,0.00003765666,0.00003722024,0.001550708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8703302,"threshold_uncertainty_score":0.8116007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211593360","doi":"10.2147/rmhp.s244720","title":"Assessing Drug Consumption Rooms and Longer Term (5 Year) Impacts on Community and Clients","year":2021,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Public health; Population; Environmental health; Drug; Harm reduction; Consumption (sociology); Nursing; Psychiatry","authors":[{"name":"Vincent Tran","is_ca":false},{"name":"Sharon Reid","is_ca":false},{"name":"Amanda Roxburgh","is_ca":false},{"name":"Carolyn Day","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1711500801198757,"gpt":0.4874529029952469,"spread":0.3163028228753712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008894753,0.0005124168,0.001525229,0.0006460677,0.0005270884,0.0002610034,0.000114942,0.0002668379,0.00001474785],"category_scores_gemma":[0.0001289373,0.0004319597,0.0001147108,0.0002984478,0.000153443,0.0001524312,0.0004391584,0.001340049,0.0000330356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888034,"about_ca_system_score_gemma":0.0001696419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842949,"about_ca_topic_score_gemma":0.0003658736,"domain_scores_codex":[0.9969894,0.0009890695,0.0006069472,0.0005421125,0.0003416224,0.0005308121],"domain_scores_gemma":[0.9980041,0.0002803737,0.0004198146,0.0006934631,0.00005933723,0.0005429551],"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":[0.00001428339,0.0001031987,0.0104578,0.05152147,0.000216871,0.00005753232,0.002187862,3.136057e-8,2.0108e-8,0.0006645675,0.0006855144,0.9340909],"study_design_scores_gemma":[0.003054173,0.000552728,0.1361307,0.08552698,0.003902365,0.0001990414,0.01130364,0.00001661662,3.491945e-7,0.0003630579,0.7577989,0.001151475],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04388405,0.9517031,0.000003538048,0.0005734836,0.0001205226,0.001533609,0.0001014721,0.00007556951,0.002004716],"genre_scores_gemma":[0.01151654,0.9858577,0.0002074498,0.0006102491,0.0003215712,0.00004626174,0.0003823291,0.00007950999,0.0009784136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9329394,"threshold_uncertainty_score":0.9998132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134450455","doi":"10.2147/rmhp.s292436","title":"Explaining Organizational Citizenship Behavior Among Chinese Nurses Combating COVID-19","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"Health Commission of Hubei Province","keywords":"Organizational citizenship behavior; Optimism; Mediation; Moderation; Moderated mediation; Autonomy; Psychology; Work engagement; Citizenship; Social psychology; Work (physics); Organizational commitment; Political science; Politics","authors":[{"name":"Hui Zhang","is_ca":false},{"name":"Yi Zhao","is_ca":false},{"name":"Ping Zou","is_ca":true},{"name":"Shuanghong Lin","is_ca":false},{"name":"Shaoyu Mu","is_ca":false},{"name":"Qiansu Deng","is_ca":false},{"name":"Chunxue Du","is_ca":false},{"name":"Guanglan Zhou","is_ca":false},{"name":"Jiang Wu","is_ca":false},{"name":"Lu Gan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06145377356669734,"gpt":0.4412525844221566,"spread":0.3797988108554593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003765617,0.0002384762,0.000281227,0.0003033589,0.0007972828,0.00006990488,0.0001401563,0.0001152159,0.0008938182],"category_scores_gemma":[0.0002140548,0.0002427815,0.00005923652,0.0007690157,0.00009327492,0.00006489522,0.0001930975,0.0002750779,0.00005905958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475802,"about_ca_system_score_gemma":0.0004674333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399818,"about_ca_topic_score_gemma":0.002871531,"domain_scores_codex":[0.997805,0.0003448054,0.0004264515,0.000565562,0.0002667595,0.0005914368],"domain_scores_gemma":[0.9984964,0.0002519491,0.0002018628,0.0003595452,0.0000747589,0.0006155589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002923912,0.00009515737,0.8417339,0.0004375721,0.00004960663,0.0001625059,0.005914692,0.000002657177,0.000001235154,0.1298653,0.00248019,0.01922791],"study_design_scores_gemma":[0.001487537,0.00009500514,0.9731712,0.00005249407,0.00006476013,0.00003639711,0.008928001,0.00003000901,0.000002497881,0.006071089,0.009790497,0.0002705057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967986,0.001970069,0.0003845493,0.01032256,0.0007943152,0.0008392707,0.0001472914,0.0002434946,0.01731243],"genre_scores_gemma":[0.9795402,0.001150773,0.0004670705,0.01154886,0.0005716531,0.0001551848,0.0002410103,0.00004484463,0.006280424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314373,"threshold_uncertainty_score":0.9925677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107585939","doi":"10.2147/rmhp.s281629","title":"<p>Prescription and Non-Prescription Drug Classification Systems Across Countries: Lessons Learned for Thailand</p>","year":2020,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Chulalongkorn University","keywords":"Medical prescription; Drug; Medicine; Family medicine; Pharmacology","authors":[{"name":"Doungporn Leelavanich","is_ca":false},{"name":"Noppadon Adjimatera","is_ca":false},{"name":"Lawanworn Broese Van Groenou","is_ca":false},{"name":"Puree Anantachoti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0394674017013778,"gpt":0.3191343186238643,"spread":0.2796669169224865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003863257,0.0002367466,0.0003570697,0.0001073993,0.0008018768,0.0001157256,0.0001537039,0.000232204,0.000007360322],"category_scores_gemma":[0.00004010765,0.0002118817,0.00006314251,0.000163167,0.0001782928,0.0001643827,0.0001155203,0.0001952935,0.00005932156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007073992,"about_ca_system_score_gemma":0.00004385916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009537506,"about_ca_topic_score_gemma":0.0005893811,"domain_scores_codex":[0.9982941,0.0001710751,0.0003918845,0.0005518095,0.00007286917,0.0005183104],"domain_scores_gemma":[0.9992304,0.00006134302,0.000267406,0.0002553565,0.00009179559,0.00009363236],"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":[0.003401317,0.0002788979,0.04737636,0.01432523,0.001294179,0.00001457574,0.02974817,0.00004379024,0.0321233,0.6317858,0.1592796,0.08032876],"study_design_scores_gemma":[0.003833672,0.000372445,0.1154222,0.0003986382,0.0002278052,0.000007336009,0.005615646,0.001580895,0.0003244352,0.001295975,0.8703874,0.0005335088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260916,0.06040159,0.01227475,0.0903488,0.001611523,0.004652814,0.001432538,0.0004527482,0.002733615],"genre_scores_gemma":[0.9521443,0.04101183,0.00008916722,0.0008371541,0.0002239211,0.00006681988,0.0002366431,0.00002692785,0.005363303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7111078,"threshold_uncertainty_score":0.8640286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119689151","doi":"10.2147/rmhp.s280499","title":"Underweight and Associated Factors Among Teenage Adolescent Girls in Resource-poor Settings: A Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Héma-Québec; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Calgary","funders":"","keywords":"Underweight; Medicine; Demography; Cross-sectional study; Caste; Malnutrition; Logistic regression; Odds ratio; Pediatrics; Environmental health; Body mass index; Overweight","authors":[{"name":"Jitendra Kumar Singh","is_ca":false},{"name":"Dilaram Acharya","is_ca":false},{"name":"Divya Rani","is_ca":false},{"name":"Salila Gautam","is_ca":false},{"name":"Kalpana Thapa Bajgain","is_ca":false},{"name":"Bishnu Bahadur Bajgain","is_ca":true},{"name":"Ji-Hyuk Park","is_ca":false},{"name":"Seok‐Ju Yoo","is_ca":false},{"name":"Thomas G. Poder","is_ca":true},{"name":"Antoine Lewin","is_ca":true},{"name":"Kwan Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02482021878378184,"gpt":0.3288163862230633,"spread":0.3039961674392815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004350487,0.0002238853,0.0002848383,0.0004442093,0.0004736519,0.0003921938,0.0001019184,0.0001161687,0.0000153556],"category_scores_gemma":[0.00007087323,0.0002182192,0.00005800613,0.0005390974,0.0000738925,0.000167141,0.0002095651,0.0003826754,0.000002767598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923327,"about_ca_system_score_gemma":0.00001708494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003613915,"about_ca_topic_score_gemma":0.003374458,"domain_scores_codex":[0.9978074,0.0003818797,0.0004752482,0.0005613713,0.0003157248,0.0004583871],"domain_scores_gemma":[0.9993214,0.00007427505,0.0001642019,0.0001935826,0.00006128276,0.0001852688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008332772,0.0004613845,0.9941561,0.0003270145,0.00005139197,0.00003647808,0.001261763,0.000003476624,7.342915e-7,0.0002589386,0.001414426,0.001944922],"study_design_scores_gemma":[0.002586583,0.0001264865,0.9877554,0.0001579468,0.00003093959,0.000002431918,0.001501221,0.00006538089,0.00002445802,0.0008146716,0.006719926,0.0002145645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898936,0.0005985911,0.000004686216,0.007656024,0.0001471099,0.0008604119,0.00006897458,0.00009988266,0.0006706796],"genre_scores_gemma":[0.9960812,0.0003327127,0.00002782912,0.002783615,0.0002020752,0.00002494411,0.000092124,0.0000291645,0.0004262741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006400753,"threshold_uncertainty_score":0.889872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224213500","doi":"10.2147/rmhp.s357561","title":"Selecting Performance Indicators and Targets in Health Care: An International Scoping Review and Standardized Process Framework","year":2022,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Process (computing); Selection (genetic algorithm); Performance indicator; Grey literature; Set (abstract data type); Process management; Health care; Computer science; Quality (philosophy); Best practice; Systematic review; Management science; Risk analysis (engineering); MEDLINE; Medicine; Engineering; Business; Political science; Artificial intelligence","authors":[{"name":"Michael Heenan","is_ca":true},{"name":"Glen E. Randall","is_ca":true},{"name":"Jenna M. Evans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0280470119660531,"gpt":0.4618080035532031,"spread":0.43376099158715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002059943,0.0002143365,0.0005766316,0.000651816,0.002420333,0.000023425,0.0001895056,0.00008132307,0.00007840107],"category_scores_gemma":[0.0001096859,0.0002174299,0.00002245945,0.0006757863,0.00004617238,0.0002769085,0.000488669,0.001167122,0.000001425017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047345,"about_ca_system_score_gemma":0.001407129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003347777,"about_ca_topic_score_gemma":0.001220311,"domain_scores_codex":[0.9966545,0.0008579388,0.0008410604,0.0005266067,0.0003735768,0.0007463954],"domain_scores_gemma":[0.9986858,0.0001627676,0.0005220913,0.0002334482,0.0000676186,0.0003282717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107527,0.00002800305,0.7275066,0.07011154,0.00003189653,0.000005025592,0.01782404,0.000003611284,2.50179e-8,0.006820242,0.000657069,0.1769044],"study_design_scores_gemma":[0.004684374,0.001279123,0.8203769,0.02652126,0.0001160487,0.00001843726,0.02776439,0.0001376373,7.699372e-7,0.004095333,0.1139696,0.001036086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.455453,0.3732409,0.0001520445,0.1515191,0.0009268129,0.01168115,0.0003396837,0.0003506745,0.006336599],"genre_scores_gemma":[0.5206072,0.4154231,0.001353682,0.06139304,0.0002414964,0.0007597954,0.00007342553,0.00003832107,0.0001100034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1758683,"threshold_uncertainty_score":0.9988784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323664837","doi":"10.2147/rmhp.s384997","title":"The Association Between Screen Time and Outdoor Time on Adolescent Mental Health and Academic Performance: Evidence from Rural China","year":2023,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Sun Yat-sen University","keywords":"Mental health; Screen time; Prosocial behavior; Association (psychology); Demography; Time allocation; Medicine; Rural area; Psychology; China; Sample (material); Environmental health; Psychiatry; Geography; Obesity","authors":[{"name":"Huan Wang","is_ca":false},{"name":"Cody Abbey","is_ca":false},{"name":"Thomas Kennedy","is_ca":false},{"name":"Erik Feng","is_ca":false},{"name":"Robin Li","is_ca":false},{"name":"Finley Liu","is_ca":false},{"name":"Annli Zhu","is_ca":false},{"name":"Sharon Shen","is_ca":false},{"name":"Prateek Wadhavkar","is_ca":false},{"name":"Scott Rozelle","is_ca":false},{"name":"Manpreet K. Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03119382432613281,"gpt":0.3438605907874318,"spread":0.3126667664612989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001137088,0.0001388297,0.0001996185,0.0001868465,0.001625599,0.0001358251,0.0001717558,0.0001265255,0.000004034969],"category_scores_gemma":[0.0001335674,0.0001125303,0.00002250734,0.0003799967,0.0001377983,0.0002168568,0.0002688411,0.0002896091,0.0001111176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324321,"about_ca_system_score_gemma":0.00009881062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007607489,"about_ca_topic_score_gemma":0.000550209,"domain_scores_codex":[0.9984001,0.0001698013,0.0002577571,0.0002637954,0.000387122,0.000521445],"domain_scores_gemma":[0.9992592,0.0001931225,0.0001949763,0.0001173257,0.00001759064,0.0002177453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003247242,0.000005066396,0.5879103,0.00003192434,0.00003880058,3.396056e-7,0.005038231,1.174585e-7,4.097774e-7,0.003752011,0.01152157,0.3916688],"study_design_scores_gemma":[0.000296995,0.0001116568,0.9690977,0.000238862,0.00001113214,1.227882e-7,0.001057111,0.00007734683,0.000001598122,0.003265627,0.02570925,0.0001325412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745468,0.001943043,8.48217e-7,0.1210232,0.000056869,0.0006593561,0.00008530172,0.000185148,0.001499502],"genre_scores_gemma":[0.849043,0.1445997,0.00003186467,0.001017046,0.0003650411,0.00001212235,0.0000857904,0.0000121601,0.0048333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3915362,"threshold_uncertainty_score":0.9996741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047172953","doi":"10.2147/rmhp.s4845","title":"Evidence-based decision-making within the context of globalization: A “Why–What–How” for leaders and managers of health care organizations","year":2009,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Foundation for Healthcare Improvement","funders":"Canadian Institutes of Health Research; Canadian Health Services Research Foundation","keywords":"Health care; Context (archaeology); Public relations; Knowledge translation; Globalization; Pace; Political science; Knowledge management; Law","authors":[{"name":"V. Lapaige","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1879168523736735,"gpt":0.5031419994067808,"spread":0.3152251470331073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003495312,0.0003277869,0.0006445593,0.0007727276,0.002882234,0.0001283228,0.0004901366,0.0002036884,0.00004734738],"category_scores_gemma":[0.002859078,0.0002602806,0.0000922145,0.002369835,0.000422532,0.0005989796,0.000160241,0.0004566239,0.00001649713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006201937,"about_ca_system_score_gemma":0.002550507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00960347,"about_ca_topic_score_gemma":0.0267836,"domain_scores_codex":[0.9947435,0.001246675,0.001370956,0.0006712624,0.0008487286,0.001118845],"domain_scores_gemma":[0.9945102,0.001754479,0.001232928,0.0008172738,0.001173469,0.0005116796],"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":[0.0006737916,0.0002374234,0.1133829,0.01532733,0.0001307158,8.558599e-7,0.1669714,0.000393785,0.000008286455,0.07283156,0.122602,0.5074399],"study_design_scores_gemma":[0.003633435,0.001167779,0.158829,0.01501511,0.0001979264,0.000005092804,0.2908768,0.0006751237,0.00000585108,0.01975963,0.5088949,0.0009393117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.261028,0.05313094,0.1313716,0.5367751,0.001862914,0.01456966,0.0004603393,0.0002410557,0.0005605065],"genre_scores_gemma":[0.938715,0.02381281,0.01761791,0.01846865,0.0003759846,0.0002058822,0.000181562,0.00003985318,0.0005823245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.677687,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113356692","doi":"10.2147/rmhp.s283145","title":"<p>Current Status and Challenges of Community-Based Elderly Care Centers in Chongqing, China: A Cross-Sectional Study</p>","year":2020,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Apartment; Cluster sampling; Socioeconomics; Population; Quarter (Canadian coin); Geography; Government (linguistics); Environmental health; Descriptive statistics; Business; Gerontology; Medicine; Engineering; Statistics; Civil engineering; Mathematics; Sociology","authors":[{"name":"Ziyi Yang","is_ca":false},{"name":"Yi Jiang","is_ca":false},{"name":"Min Wang","is_ca":false},{"name":"Huan Zeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04709990497408531,"gpt":0.358369109836763,"spread":0.3112692048626776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000568706,0.0001568063,0.000220006,0.0002398724,0.0007790598,0.0001094648,0.0001792789,0.00006332553,0.000005240005],"category_scores_gemma":[0.00005182865,0.000166481,0.00005486197,0.0002703613,0.0001430102,0.0001097914,0.0001541,0.0002873324,9.322177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140181,"about_ca_system_score_gemma":0.0001445329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01861447,"about_ca_topic_score_gemma":0.06956208,"domain_scores_codex":[0.9980528,0.0005782421,0.0003430408,0.0002507726,0.0003995619,0.0003756035],"domain_scores_gemma":[0.9993256,0.00006038471,0.0001561001,0.0001403036,0.0001141128,0.0002035507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005847856,0.0001476631,0.6955098,0.0009646371,0.00004051359,0.000002626598,0.08372097,0.0001606734,0.000002768309,0.1783936,0.0000479935,0.04095027],"study_design_scores_gemma":[0.0008613875,0.0003710957,0.9627163,0.00007075799,0.00001282588,7.515725e-8,0.01880314,0.0003078943,4.145466e-7,0.0008426487,0.01586129,0.0001521002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842522,0.007877231,0.00002689799,0.004823871,0.0001804288,0.0005825268,0.00009407897,0.00003315415,0.002129624],"genre_scores_gemma":[0.9777893,0.02154046,0.00005286828,0.0003078553,0.0001993909,0.00003714286,0.0000366769,0.00001339201,0.00002290515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2672065,"threshold_uncertainty_score":0.9879206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296717658","doi":"10.2147/rmhp.s374730","title":"Assessment of Nurses’ Knowledge and Confidence Regarding Tracheostomy Care in a Pediatric Long Term Care Hospital in Saudi Arabia","year":2022,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Attendance; Emergency medicine; Nursing","authors":[{"name":"Rafat Mosalli","is_ca":false},{"name":"Gamal A Aboumoustafa","is_ca":false},{"name":"Wed Khayyat","is_ca":false},{"name":"Aziza N Bokhari","is_ca":false},{"name":"Mohammed A Almatrafi","is_ca":false},{"name":"Mohammed Ghazi","is_ca":false},{"name":"Bosco Paes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01030034480676244,"gpt":0.3295165675148271,"spread":0.3192162227080646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002101472,0.000181767,0.0003905455,0.000719537,0.000152375,0.00001403361,0.00009179213,0.00005467471,0.00001033297],"category_scores_gemma":[0.00001479761,0.0001868316,0.00005563905,0.0006153176,0.00005359351,0.0000718337,0.000176464,0.0004423657,5.162966e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776345,"about_ca_system_score_gemma":0.0001910709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004121967,"about_ca_topic_score_gemma":0.002790969,"domain_scores_codex":[0.9984602,0.0001338546,0.0003900021,0.0004033268,0.0002388717,0.0003737584],"domain_scores_gemma":[0.9994311,0.00003760637,0.0001437867,0.000195087,0.00005121904,0.0001412379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004200983,0.000140077,0.864095,0.003903519,0.00001314992,0.00004702742,0.01282567,0.000008800271,4.787962e-7,0.003000057,0.00003534856,0.1158888],"study_design_scores_gemma":[0.002526397,0.00060756,0.9704778,0.0001878232,0.0000765541,0.000004635672,0.02521657,0.00004572994,0.000001148767,0.0001668423,0.0005291663,0.0001597279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559692,0.03710314,0.000006959206,0.001631147,0.00009597661,0.001178634,0.00004053862,0.00002685118,0.003947529],"genre_scores_gemma":[0.9854385,0.01387196,0.0001349305,0.0001107173,0.00009445797,0.0001483027,0.00004477501,0.00001966691,0.0001366802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1157291,"threshold_uncertainty_score":0.7618773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204411614","doi":"10.2147/rmhp.s330217","title":"Explaining Job Satisfaction Among Residents in Standardized Residency Training Programs: A Serial Multiple Mediation Model","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"National Natural Science Foundation of China","keywords":"Emotional exhaustion; Job satisfaction; Burnout; Mediation; Anxiety; Social support; Psychology; Clinical psychology; Medicine; Social psychology; Psychiatry","authors":[{"name":"Hui Zhang","is_ca":false},{"name":"Dandan Chen","is_ca":false},{"name":"Nianqi Cui","is_ca":false},{"name":"Ping Zou","is_ca":true},{"name":"Jing Shao","is_ca":false},{"name":"Xiyi Wang","is_ca":false},{"name":"Yichi Zhang","is_ca":false},{"name":"Jiao Du","is_ca":false},{"name":"Chunxue Du","is_ca":false},{"name":"Guanglan Zhou","is_ca":false},{"name":"Deyi Zheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08028412345615765,"gpt":0.4236410107739823,"spread":0.3433568873178246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002045044,0.0003274383,0.0006189408,0.0005808431,0.001543742,0.00005908107,0.0001364166,0.0004140747,0.00005168026],"category_scores_gemma":[0.0006275602,0.000322296,0.00008656406,0.0007165854,0.00006142037,0.0004579646,0.0003182587,0.001181597,0.0000155503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749805,"about_ca_system_score_gemma":0.001692208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04492832,"about_ca_topic_score_gemma":0.1503877,"domain_scores_codex":[0.9942366,0.001779476,0.001307433,0.0007471938,0.0007116553,0.001217588],"domain_scores_gemma":[0.9978907,0.0004006021,0.0005580218,0.0004101931,0.0003001686,0.0004403588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002436627,0.00002467452,0.8086556,0.001303855,0.00003375565,0.00004113244,0.02027192,0.00005354775,0.000006926746,0.007073964,0.0003070099,0.1619839],"study_design_scores_gemma":[0.003816718,0.00007415344,0.9332156,0.004262263,0.00003074138,0.000001416642,0.03387358,0.006581438,0.000004187885,0.01746366,0.0003400759,0.000336208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819936,0.002114773,0.0009293753,0.009900543,0.0007273856,0.002308434,0.0001134875,0.0002066237,0.001705761],"genre_scores_gemma":[0.9745185,0.01564067,0.005939564,0.00092275,0.0008853939,0.0008057361,0.0001487469,0.00006004425,0.001078531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1616477,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161993962","doi":"10.2147/rmhp.s297983","title":"Care-Seeking for Fever for Children Under the Age of Five Before and After the Free Healthcare Initiative in Burkina Faso: Evidence from Three Population-Based Surveys","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Poisson regression; Medicine; Health care; Demography; Population; Malaria; Young adult; Family medicine; Pediatrics; Environmental health; Gerontology","authors":[{"name":"Mariamawit Negatou","is_ca":false},{"name":"Mady Ouédraogo","is_ca":false},{"name":"Philippe Donnen","is_ca":false},{"name":"Élisabeth Paul","is_ca":false},{"name":"Sékou Samadoulougou","is_ca":true},{"name":"Fati Kirakoya‐Samadoulougou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03125412285961087,"gpt":0.3308965106495936,"spread":0.2996423877899827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005028812,0.000179752,0.0003478878,0.0001004065,0.0002736362,0.00003215416,0.000127496,0.00008419168,0.000003838042],"category_scores_gemma":[0.000101547,0.0001145441,0.00008221323,0.0002192097,0.00006646854,0.00006185211,0.0001318793,0.0001896763,3.331899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608957,"about_ca_system_score_gemma":0.0001607047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.11401,"about_ca_topic_score_gemma":0.2514313,"domain_scores_codex":[0.9984375,0.0002688818,0.0003751097,0.0003490893,0.0002181715,0.0003512915],"domain_scores_gemma":[0.9987976,0.0003806084,0.0001722564,0.0003799189,0.0001714062,0.00009820963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002384144,0.0000216658,0.9792291,0.001309394,0.0000673532,0.000005693687,0.002558259,0.00001169228,3.21295e-7,0.003776109,0.00006756684,0.01271444],"study_design_scores_gemma":[0.00154638,0.0002247271,0.966637,0.0009139653,0.00009918993,0.000001826785,0.001773895,0.0001742708,0.000003443487,0.02843357,0.00009811133,0.00009368504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309627,0.008466803,0.0008889999,0.05638287,0.00006682922,0.002327093,0.0008729016,0.00001492712,0.00001683405],"genre_scores_gemma":[0.9891194,0.001698818,0.000663286,0.007715025,0.0002698605,0.0002011711,0.0002798392,0.00002022043,0.00003243489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374214,"threshold_uncertainty_score":0.8918899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186682066","doi":"10.2147/rmhp.s317779","title":"Knowledge, Attitude, and Practice Towards COVID-19 Among Pharmacists: A Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Deanship of Scientific Research, King Saud University; King Saud University","keywords":"Medicine; Pandemic; Cross-sectional study; Family medicine; Outbreak; Coronavirus disease 2019 (COVID-19); Health care; Demographics; Health professionals; Demography; Internal medicine; Infectious disease (medical specialty); Pathology","authors":[{"name":"Maha Al‐Rasheed","is_ca":false},{"name":"Amani H AlShahrani","is_ca":false},{"name":"Sara A AlMuhaini","is_ca":false},{"name":"Hadeel Alkofide","is_ca":false},{"name":"Tariq M. Alhawassi","is_ca":false},{"name":"Ahmed Aldemerdash","is_ca":false},{"name":"Omar A. Alhaj","is_ca":false},{"name":"Nicola Luigi Bragazzi","is_ca":true},{"name":"Haitham Jahrami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1516541390126787,"gpt":0.5512489354046234,"spread":0.3995947963919446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001432895,0.0002562786,0.0002913823,0.0003244865,0.0007886579,0.0001660786,0.0001388695,0.0001114117,0.0003933235],"category_scores_gemma":[0.0002823278,0.0002656878,0.00006058396,0.0005460095,0.0001567709,0.0002063631,0.0003889784,0.0003773009,0.00008178837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303478,"about_ca_system_score_gemma":0.0007205528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03754182,"about_ca_topic_score_gemma":0.005162295,"domain_scores_codex":[0.9969245,0.000854485,0.0004994266,0.0008430367,0.0002983825,0.0005801744],"domain_scores_gemma":[0.9981096,0.0003927735,0.0002081905,0.0004007293,0.0001353084,0.0007533708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003824844,0.001014755,0.9093608,0.0009944043,0.0002624616,0.0003067563,0.008582529,0.000001343953,2.875084e-7,0.02581342,0.003305705,0.04997509],"study_design_scores_gemma":[0.002786604,0.0002689827,0.7789596,0.0000116969,0.00007637556,0.00007676657,0.004480312,0.00001097992,4.55272e-7,0.0008584513,0.2122779,0.0001918604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848838,0.01744311,0.0003352954,0.01288295,0.001479403,0.00266428,0.0002147168,0.0002782036,0.07981823],"genre_scores_gemma":[0.963439,0.008877289,0.0002210331,0.01050872,0.0006675648,0.0002489286,0.00003969888,0.00003251557,0.01596523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089722,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980217334","doi":"10.2147/rmhp.s4245","title":"Vulnerability and risk perception in the management of HIV/AIDS: Public priorities in a global pandemic","year":2008,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":12,"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":"Vulnerability (computing); Public health; Pandemic; Risk perception; Context (archaeology); Environmental health; Intervention (counseling); Risk management; Perception; Medicine; Public relations; Psychology; Business; Political science; Geography; Computer security; Nursing; Coronavirus disease 2019 (COVID-19); Disease; Computer science","authors":[{"name":"Peter Tsasis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1156058530857861,"gpt":0.4358084426070683,"spread":0.3202025895212822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002542962,0.0002150068,0.00038433,0.000298741,0.0008599398,0.000008722323,0.0001792018,0.0001400176,0.00001329008],"category_scores_gemma":[0.0000529517,0.0001552016,0.00003763063,0.0007366649,0.0002534675,0.0001567473,0.0002709327,0.0007493733,0.00001091845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494324,"about_ca_system_score_gemma":0.0001271154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609913,"about_ca_topic_score_gemma":0.004172455,"domain_scores_codex":[0.9958262,0.001833755,0.0007736346,0.0005566379,0.0003221995,0.0006875689],"domain_scores_gemma":[0.9989331,0.0001121407,0.0003153899,0.000440626,0.00006365732,0.0001351384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009262373,0.0001588346,0.9018851,0.002725458,0.00002579402,0.000007710882,0.01094359,0.000001677437,1.185131e-7,0.03692428,0.0002031727,0.04703163],"study_design_scores_gemma":[0.001257345,0.0001132589,0.9446144,0.0002469693,0.00002192632,0.000004342915,0.03913091,0.00003684354,2.342171e-8,0.01092278,0.003524657,0.0001265126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859395,0.001809592,0.00009975841,0.006644888,0.0001091536,0.002387077,0.00006929838,0.0000456736,0.002895057],"genre_scores_gemma":[0.9141804,0.08359538,0.0006244707,0.0006299071,0.0002047693,0.0001621391,0.00001295023,0.00001108883,0.0005788964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08178579,"threshold_uncertainty_score":0.9904528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196632884","doi":"10.2147/rmhp.s309553","title":"Investigation Regarding Early Cognitive Function of Women in the Postpartum Period and the Analysis of Influencing Factors","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Guangzhou Institute of Pediatrics, Guangzhou Women and Childrens Medical Center","keywords":"Montreal Cognitive Assessment; Pregnancy; Cognition; Medicine; Incidence (geometry); Obstetrics; Gynecology; Cognitive impairment; Demography; Pediatrics; Psychiatry","authors":[{"name":"Ting Qiu","is_ca":false},{"name":"Hui‐Ju Wen","is_ca":false},{"name":"Zhenxing Liu","is_ca":false},{"name":"Xiaoping Pan","is_ca":false},{"name":"Tao Zeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02124577563935295,"gpt":0.2843904807844478,"spread":0.2631447051450948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061596,0.00006900229,0.0002815094,0.0003007632,0.00007644296,0.000009564642,0.00002714542,0.00003419516,0.000003178362],"category_scores_gemma":[0.0001798374,0.00004079704,0.00004873201,0.0007836446,0.0001664923,0.00004693706,0.00005348808,0.0001170927,1.787577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003699246,"about_ca_system_score_gemma":0.00003675304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002790529,"about_ca_topic_score_gemma":0.0003054551,"domain_scores_codex":[0.9991204,0.0002307803,0.0002212808,0.000139244,0.0001273681,0.0001609708],"domain_scores_gemma":[0.9994944,0.00014672,0.0001289801,0.0001091691,0.00006896686,0.00005179934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003620097,0.00001360377,0.908716,0.0004524971,0.0005029168,0.00001178847,0.05389659,0.000001779128,0.00004843908,0.01930451,0.000002377026,0.01668751],"study_design_scores_gemma":[0.0009501232,0.0001211382,0.9655209,0.0000747648,0.0005824424,0.000003083976,0.02958585,0.00005746098,0.00003895845,0.002995344,0.00003655723,0.00003340299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944113,0.001129737,0.00001608825,0.003704594,0.00001299788,0.0002709296,0.00001378574,0.000004434837,0.0004361313],"genre_scores_gemma":[0.9978587,0.00109429,0.00001818342,0.0008981397,0.00002195104,0.0000170505,0.00002221256,0.000003494149,0.00006595319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05680489,"threshold_uncertainty_score":0.4218463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205747317","doi":"10.2147/rmhp.s328180","title":"Machine Learning-Based Prediction for 4-Year Risk of Metabolic Syndrome in Adults: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"Metabolic syndrome; Retrospective cohort study; Medicine; Cohort; Artificial intelligence; Machine learning; Computer science; Internal medicine; Obesity","authors":[{"name":"Hui Zhang","is_ca":false},{"name":"Dandan Chen","is_ca":false},{"name":"Jing Shao","is_ca":false},{"name":"Ping Zou","is_ca":true},{"name":"Nianqi Cui","is_ca":false},{"name":"Leiwen Tang","is_ca":false},{"name":"Xiyi Wang","is_ca":false},{"name":"Dan Wang","is_ca":false},{"name":"Jingjie Wu","is_ca":false},{"name":"Zhihong Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0387149856799902,"gpt":0.4036399559829319,"spread":0.3649249703029417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002304473,0.0002626072,0.0007645641,0.0006226526,0.0008976196,0.00001164654,0.0001547483,0.0002155886,0.00008066377],"category_scores_gemma":[0.001108421,0.0002627168,0.0001076881,0.001054388,0.00006905955,0.0001044348,0.0001629091,0.001094004,0.0000238741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371932,"about_ca_system_score_gemma":0.0003887559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1096079,"about_ca_topic_score_gemma":0.062008,"domain_scores_codex":[0.9949383,0.001940322,0.001225319,0.0007235007,0.0004294152,0.0007431763],"domain_scores_gemma":[0.9975258,0.0004741101,0.0007032623,0.000508338,0.0005718771,0.000216683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003483368,0.0002570789,0.9740057,0.001329721,0.000129308,0.00001562514,0.00403985,0.0001613529,1.485855e-7,0.01452285,0.00005858353,0.005131469],"study_design_scores_gemma":[0.001452392,0.0007392654,0.9696587,0.0004723418,0.0001421074,7.64608e-7,0.01337045,0.007785405,0.000004129364,0.004392449,0.001811848,0.0001701043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848417,0.002787242,0.000444455,0.002342966,0.0003708217,0.007424706,0.0008902682,0.0001236435,0.0007742077],"genre_scores_gemma":[0.9865071,0.01030023,0.0005474048,0.0002875626,0.0002239357,0.001370189,0.0001252414,0.00004987951,0.0005884874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0475999,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025002640","doi":"10.2147/rmhp.s56520","title":"Effect of shortened Integrated Management of Childhood Illness training on classification and treatment of under-five children seeking care in Rwanda","year":2014,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Integrated Management of Childhood Illness; Family medicine; Christian ministry; Public health; Cross-sectional study; Health care; Nursing; Pediatrics; Population; Environmental health; Primary health care","authors":[{"name":"Jean-Modeste Harerimana","is_ca":false},{"name":"Jean-Bosco Ahoranayezu","is_ca":false},{"name":"Ferdinand Bikorimana","is_ca":false},{"name":"Bethany Hedt‐Gauthier","is_ca":false},{"name":"Katherine A. Muldoon","is_ca":true},{"name":"Edward Mills","is_ca":true},{"name":"Joseph Ntaganira","is_ca":false},{"name":"Laetitia Nyirazinyoye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01433344351653866,"gpt":0.3088400805390565,"spread":0.2945066370225178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002286789,0.0001950199,0.000570389,0.0003532798,0.00006719862,0.00000531623,0.00005397432,0.0000852798,0.000001773121],"category_scores_gemma":[0.000006914316,0.0001447804,0.00005683422,0.0002552005,0.00006089673,0.00002508747,0.00003534781,0.0001071929,4.148954e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526958,"about_ca_system_score_gemma":0.00002934784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005588674,"about_ca_topic_score_gemma":0.0003208591,"domain_scores_codex":[0.9986622,0.0001793536,0.0004346874,0.0002819667,0.0002022562,0.0002395064],"domain_scores_gemma":[0.9993416,0.00004471316,0.000242379,0.0002153561,0.00004473175,0.0001111921],"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":[0.0006812618,0.0001653207,0.250278,0.002583759,0.0002009044,0.000002748226,0.004084159,0.00001808888,0.000008839751,0.02306833,0.000002260338,0.7189063],"study_design_scores_gemma":[0.004007253,0.003842996,0.9859093,0.001390403,0.0002092529,0.000003600639,0.003804683,0.0001484573,0.0001441833,0.0003185229,0.0001256217,0.000095704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949616,0.0008319988,0.00003158261,0.0009670152,0.00002886094,0.001255185,0.00004634481,0.00001682942,0.001860581],"genre_scores_gemma":[0.9900399,0.009482655,0.0001715436,0.0001232959,0.00004661752,0.00002893139,0.00006231674,0.00001428787,0.00003043812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7356313,"threshold_uncertainty_score":0.844844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792030370","doi":"10.2147/rmhp.s141659","title":"Cost and quality of life of overlooked eye care needs of children","year":2018,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Cochrane Library; Christian ministry; Cost analysis; Strabismus; Optometry; Pediatrics; Meta-analysis; Surgery; Nursing; Internal medicine","authors":[{"name":"Monali S. Malvankar‐Mehta","is_ca":false},{"name":"Ryan Wilson","is_ca":false},{"name":"Erik Leci","is_ca":false},{"name":"Kelly Hatch","is_ca":true},{"name":"Sapna Sharan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1278082264010426,"gpt":0.48008979965773,"spread":0.3522815732566873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004378792,0.0003148273,0.002374601,0.0005999068,0.00009356741,0.000003175006,0.00009911659,0.0002442239,0.00001198059],"category_scores_gemma":[0.0001144839,0.0002463695,0.000236284,0.0003776272,0.0004088642,0.00002818887,0.0002893751,0.0002170938,0.000001873871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005219649,"about_ca_system_score_gemma":0.0001672534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005090953,"about_ca_topic_score_gemma":0.00003789569,"domain_scores_codex":[0.9979584,0.0002805534,0.001022699,0.0002531411,0.0002088692,0.000276395],"domain_scores_gemma":[0.9981466,0.00009904031,0.00104474,0.0003824703,0.0001539085,0.0001732381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000160943,0.0001981725,0.4191793,0.2646056,0.001616544,9.576519e-7,0.001986549,1.043311e-8,2.529e-8,0.004373122,0.0003508733,0.3075279],"study_design_scores_gemma":[0.00295773,0.004083765,0.8809095,0.02324721,0.004395223,0.00000938354,0.003535785,3.855618e-7,0.000001444068,0.0001668394,0.0802294,0.0004633045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04110802,0.9552916,0.000001533696,0.0001686021,0.000053177,0.001945628,0.0003862807,0.00001326969,0.001031841],"genre_scores_gemma":[0.0499726,0.9491634,0.00008806393,0.00008787643,0.0001926353,0.00003706548,0.0001115088,0.00002338492,0.0003234527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4617302,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213457699","doi":"10.2147/rmhp.s332109","title":"Implementing Epic Beaker Laboratory Information System for Diagnostics in Anatomic Pathology","year":2022,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"AI in cancer detection","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; University of Ottawa","funders":"","keywords":"EPIC; Desk; Radiological weapon; Information system; Beaker; Software; Surgical pathology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01076205341111987,"gpt":0.2849402550366685,"spread":0.2741782016255487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009305272,0.00009250863,0.000125872,0.0005246591,0.0005017854,0.00006269071,0.0002339424,0.00002873194,0.000001850283],"category_scores_gemma":[0.00002392066,0.0001081403,0.00002220018,0.0006067997,0.00001174034,0.0003454864,0.0005368675,0.0001469558,0.000003115943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006033353,"about_ca_system_score_gemma":0.00008108827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504693,"about_ca_topic_score_gemma":0.0003855984,"domain_scores_codex":[0.9987574,0.0001551467,0.0003240212,0.0002126818,0.0001557394,0.0003950533],"domain_scores_gemma":[0.9993848,0.00006558601,0.0002088413,0.0002464808,0.00004342603,0.00005087419],"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":[0.00002009935,0.00001581787,0.04408697,0.0009127628,0.00001954634,0.00001268728,0.004048571,0.0002883682,7.287073e-7,0.5118443,0.00131102,0.4374391],"study_design_scores_gemma":[0.004929233,0.0009576469,0.208462,0.0001219198,0.00005843631,0.00003961977,0.01899634,0.1070217,0.00007598918,0.02534301,0.6330914,0.0009027109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4972809,0.004147434,0.4641488,0.02083838,0.003175336,0.006597913,0.0007380033,0.0009320375,0.002141151],"genre_scores_gemma":[0.9923189,0.0007895118,0.004954573,0.001165782,0.0001004522,0.0006333935,0.00001714987,0.000008024068,0.00001227044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6317804,"threshold_uncertainty_score":0.4409835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118400727","doi":"10.2147/rmhp.s283189","title":"Evaluation of System Modelling Techniques for Waste Identification in Lean Healthcare Applications","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Khalifa University of Science, Technology and Research; Cleveland Clinic","keywords":"Identification (biology); Value stream mapping; Usability; Health care; Computer science; Operations management; Lean manufacturing; Engineering","authors":[{"name":"Maitha Alkaabi","is_ca":false},{"name":"Mecit Can Emre Simsekler","is_ca":false},{"name":"Raja Jayaraman","is_ca":false},{"name":"Abdulqader Al Kaf","is_ca":false},{"name":"Hussam Ghalib","is_ca":false},{"name":"Dima Quraini","is_ca":false},{"name":"Samer Ellahham","is_ca":false},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"Kudret Demirli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06773330507193656,"gpt":0.376574716716099,"spread":0.3088414116441625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001932057,0.000154902,0.0003306587,0.0004307341,0.0001596437,0.00001703104,0.00006816298,0.00009630455,0.000002196378],"category_scores_gemma":[0.00001845943,0.0001663993,0.00006614067,0.0005176412,0.00003371279,0.00007219838,0.0000820023,0.0001369549,0.000003491503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007869551,"about_ca_system_score_gemma":0.0001868804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756463,"about_ca_topic_score_gemma":0.0005542394,"domain_scores_codex":[0.9977978,0.0001797083,0.0007006478,0.000451075,0.0005507319,0.0003200712],"domain_scores_gemma":[0.9988245,0.00002845156,0.0002485693,0.000455543,0.0002940768,0.0001488019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006648478,0.0001800325,0.006762173,0.01342726,0.00009555492,0.000004392711,0.0005873396,0.001021332,0.0000304866,0.1084131,0.0001171961,0.8692946],"study_design_scores_gemma":[0.01521528,0.001982801,0.07984933,0.008957637,0.00442369,0.00008841274,0.0964703,0.6193556,0.009265441,0.08618246,0.0761522,0.002056811],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4077191,0.04518537,0.3873836,0.0837754,0.0004488145,0.05061128,0.0007764282,0.0007467773,0.02335323],"genre_scores_gemma":[0.9852372,0.006773801,0.005353598,0.0003902965,0.0001942136,0.001393993,0.0003309978,0.00002951113,0.000296379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8672379,"threshold_uncertainty_score":0.6785566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229073972","doi":"10.2147/rmhp.s361073","title":"A Dynamic Nomogram to Predict the 3-Month Unfavorable Outcome of Patients with Acute Ischemic Stroke","year":2022,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Guangdong Medical Research Foundation","keywords":"Nomogram; Medicine; Modified Rankin Scale; Concordance; Stroke (engine); Observational study; Internal medicine; Clinical trial; Emergency medicine; Physical therapy; Surgery; Ischemic stroke; Ischemia","authors":[{"name":"Cheng Zhang","is_ca":false},{"name":"Wenli Zhang","is_ca":false},{"name":"Ying Huang","is_ca":false},{"name":"Jianxiang Qiu","is_ca":false},{"name":"Zhixin Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00878339268356328,"gpt":0.2833028360613526,"spread":0.2745194433777894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003241661,0.0002549387,0.0004141073,0.0004214472,0.0003553973,0.00002059695,0.0003006331,0.0000347037,0.00005182498],"category_scores_gemma":[0.00001848517,0.0001808257,0.00008952932,0.0006677976,0.00007726553,0.00005396175,0.0008252411,0.0003776702,0.000006827018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500696,"about_ca_system_score_gemma":0.00006335891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090099,"about_ca_topic_score_gemma":0.0001535287,"domain_scores_codex":[0.997791,0.00007617087,0.000450142,0.0004401808,0.0007174871,0.0005250173],"domain_scores_gemma":[0.9986954,0.00003328601,0.0002651493,0.0007050448,0.0000764131,0.0002247144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001179919,0.0003193197,0.9277564,0.0006243759,0.00103056,0.00003358275,0.0008530411,0.00007463413,0.000005998651,0.001155249,0.03112457,0.03584237],"study_design_scores_gemma":[0.004940276,0.002382889,0.6839727,0.00007732481,0.001084575,0.000009354145,0.002153253,0.0006357278,0.00001197541,0.00005125129,0.3043637,0.0003170174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633794,0.0003469419,0.0003984761,0.01629145,0.0001057987,0.003647416,0.0007118085,0.0001038605,0.01501488],"genre_scores_gemma":[0.9844685,0.0004126559,0.002331991,0.003190661,0.00004933897,0.0004061584,0.0001549982,0.00004645261,0.008939218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2732391,"threshold_uncertainty_score":0.7373858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294221105","doi":"10.2147/rmhp.s378684","title":"The Quality and Clinical Applicability of Recommendations in Ostomy Guidelines: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Stoma care and complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Systematic review; Medicine; Quality (philosophy); MEDLINE; Biology","authors":[{"name":"Jiamin Li","is_ca":false},{"name":"Qiuwen Zhang","is_ca":false},{"name":"Xinjuan Wu","is_ca":false},{"name":"Dong Pang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3354437052387976,"gpt":0.5861259529615535,"spread":0.2506822477227559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00466387,0.0002437017,0.002381056,0.0002239225,0.000250293,0.00001578995,0.0002208817,0.00009980339,0.00001717634],"category_scores_gemma":[0.001310339,0.00015957,0.0003628708,0.0007725296,0.0001087924,0.00002022441,0.0003374128,0.0005222214,0.000004732848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015797,"about_ca_system_score_gemma":0.0002923067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698542,"about_ca_topic_score_gemma":0.000378519,"domain_scores_codex":[0.9945531,0.001504658,0.002999692,0.0004564702,0.0002610745,0.000224989],"domain_scores_gemma":[0.9959152,0.001486416,0.001196141,0.001130952,0.0001229654,0.0001483088],"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":[0.000002813935,0.00003418294,0.0001932289,0.482168,0.0001053757,5.576449e-7,0.00001396301,1.272281e-9,4.454479e-11,0.008674677,0.001007456,0.5077998],"study_design_scores_gemma":[0.0001911569,0.00006631431,0.000834103,0.1297892,0.001767395,0.00001372494,0.0002072138,0.000002121672,2.598795e-10,0.0007339842,0.866287,0.0001077745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002155652,0.9736666,0.00001590635,0.01792313,0.00004329704,0.007089443,0.0001155556,0.00002543008,0.001118456],"genre_scores_gemma":[0.000005896855,0.9946991,0.0002933593,0.00205248,0.00008672073,0.002390599,0.0001131743,0.00002055132,0.0003381202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8652796,"threshold_uncertainty_score":0.6507077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126753101","doi":"10.2147/rmhp.s280249","title":"The Effects of Cognitive and Visual Functions of Korean Elderly Taxi Drivers on Safe Driving Behavior","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Inje University","keywords":"Cognition; Perception; Visual perception; Psychology; Psychiatry","authors":[{"name":"Yang Yeong-Ae","is_ca":false},{"name":"Hye-Jin Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01973792585102762,"gpt":0.3854944102380774,"spread":0.3657564843870498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002977386,0.0001689955,0.0003128833,0.0001852572,0.001435465,0.00001073164,0.00006417645,0.000082567,0.000007918793],"category_scores_gemma":[0.0005538549,0.000132076,0.00005552319,0.0002940114,0.0001964618,0.00005326913,0.0002919333,0.0003612488,0.000007216023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007209885,"about_ca_system_score_gemma":0.0001074648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721728,"about_ca_topic_score_gemma":0.007353699,"domain_scores_codex":[0.9981107,0.0005330697,0.0004105437,0.0002933645,0.0002312654,0.0004211114],"domain_scores_gemma":[0.997182,0.001969862,0.0003216734,0.000186082,0.0002222471,0.0001181751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002629213,0.0001114809,0.8293352,0.001852965,0.0001933392,0.00001025256,0.005121459,1.842249e-7,0.00001107214,0.007035544,0.0009520541,0.1553501],"study_design_scores_gemma":[0.001112202,0.0005534046,0.9773912,0.00164271,0.000235899,6.318522e-7,0.01712414,0.000009038746,0.00004393867,0.000483566,0.001292511,0.0001106987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910693,0.001268229,0.00007270912,0.003174096,0.0003336926,0.001263104,0.00005069501,0.00003630745,0.002731875],"genre_scores_gemma":[0.9822925,0.01457817,0.00004750095,0.0002999726,0.0001359226,0.0001722287,0.00001119207,0.00001987774,0.002442577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552394,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411343843","doi":"10.2147/rmhp.s524485","title":"Assessment of Hand Hygiene Knowledge, Attitude, and Practice Among Health Sciences Students in Herat, Afghanistan: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Hygiene; Cross-sectional study; Family medicine; Medicine; Environmental health; Medical education; Alternative medicine; Psychology; Pathology","authors":[{"name":"Enayatollah Ejaz","is_ca":false},{"name":"Mohammad Masudi","is_ca":false},{"name":"Ali Rahimi","is_ca":false},{"name":"Khadejah Osmani","is_ca":false},{"name":"Nasar Ahmad Shayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05241815622062599,"gpt":0.5018957870816597,"spread":0.4494776308610337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003848029,0.0002182827,0.0005359901,0.001120959,0.0007761725,0.0001885934,0.0001308478,0.00009037329,0.000007122559],"category_scores_gemma":[0.0003114415,0.0002056727,0.00004471311,0.00115459,0.0003420736,0.0002204268,0.0002752652,0.0003955205,0.000001141651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282239,"about_ca_system_score_gemma":0.0008100842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03114007,"about_ca_topic_score_gemma":0.01451664,"domain_scores_codex":[0.9967914,0.0006911348,0.0008708531,0.0006242886,0.0005533597,0.0004689939],"domain_scores_gemma":[0.9984099,0.0003495667,0.000361273,0.000282092,0.0003877994,0.0002093565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000170106,0.000955132,0.964393,0.001736207,0.0001501754,0.00001256163,0.0008836655,0.00001548225,8.440007e-7,0.02302608,0.00005671764,0.008600096],"study_design_scores_gemma":[0.003881333,0.001564203,0.9897133,0.0003718979,0.00005308956,0.000009670121,0.002180918,0.0002748744,9.089594e-7,0.0004566556,0.001379151,0.0001139648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747945,0.005077359,0.0001972356,0.006672522,0.0002997136,0.00337108,0.00001943508,0.0000445426,0.009523578],"genre_scores_gemma":[0.9923487,0.004225424,0.0008322556,0.001290287,0.0001280797,0.0001732352,0.000005820836,0.00001345419,0.0009827323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253204,"threshold_uncertainty_score":0.9753116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196683069","doi":"10.2147/rmhp.s275731","title":"Building Bridges for Indigenous Children’s Health: Community Needs Assessment Through Talking Circle Methodology","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services","funders":"","keywords":"Metis; Indigenous; Attendance; Health care; Medicine; Mandate; Nursing; Public relations; Political science; Law","authors":[{"name":"Sherri Di Lallo","is_ca":true},{"name":"Keren Schoenberger","is_ca":true},{"name":"Laura A. Graham","is_ca":true},{"name":"Ashley Drobot","is_ca":true},{"name":"Mubashir Arain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07504680554277411,"gpt":0.4368913499361232,"spread":0.3618445443933491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004290475,0.0002028836,0.0004458517,0.0003289474,0.02011266,0.0001508057,0.0003064389,0.0001729285,0.00001163193],"category_scores_gemma":[0.00003158568,0.0002194109,0.0001034672,0.0006680659,0.0001946864,0.0002164732,0.00002446061,0.0005089004,0.00000328907],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009864338,"about_ca_system_score_gemma":0.008963709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.817814,"about_ca_topic_score_gemma":0.7279609,"domain_scores_codex":[0.9942014,0.003437184,0.0005156478,0.0003519965,0.000312933,0.001180852],"domain_scores_gemma":[0.998105,0.0005600267,0.0003820652,0.0004178601,0.0002119242,0.000323084],"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":[0.000007427025,0.0001330891,0.01184444,0.0004781562,0.00006893527,0.000001082575,0.3222343,0.00000397999,1.846582e-7,0.6185158,0.000101367,0.04661127],"study_design_scores_gemma":[0.000850291,0.0003226201,0.1845418,0.0001430585,0.00007776802,0.00001233126,0.07748768,0.000007455193,0.0000318876,0.1642383,0.571833,0.0004538278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811014,0.01088077,0.03458625,0.03985464,0.00166153,0.005219448,0.0002122445,0.0003510056,0.02613276],"genre_scores_gemma":[0.6978197,0.1895549,0.1033055,0.004367003,0.00245991,0.00008340681,0.0001938405,0.00006006349,0.002155593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5717316,"threshold_uncertainty_score":0.9966546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028005043","doi":"10.2147/rmhp.s79720","title":"Perceived risk factors of health decline: a qualitative study of hospitalized patients with multimorbidity","year":2015,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Bridgepoint Active Healthcare; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Multimorbidity; Health care; Qualitative research; Context (archaeology); Medicine; Perspective (graphical); Medical diagnosis; Family medicine; Nursing; Chronic disease; Pathology","authors":[{"name":"Kerry Kuluski","is_ca":true},{"name":"C. Shawn Tracy","is_ca":true},{"name":"Ross Upshur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07906637983245163,"gpt":0.4204450673334582,"spread":0.3413786875010065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007400877,0.0002666687,0.0007577696,0.000422281,0.000119119,0.00001503012,0.0001226876,0.00004148595,0.000009832918],"category_scores_gemma":[0.0001304587,0.000201448,0.00006931955,0.000448383,0.0001448355,0.0001111684,0.0002027225,0.0001603463,0.00000192789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002367619,"about_ca_system_score_gemma":0.0002611179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07831702,"about_ca_topic_score_gemma":0.00100718,"domain_scores_codex":[0.9972212,0.0006080147,0.0007003935,0.0003984312,0.0007080525,0.0003639529],"domain_scores_gemma":[0.9979927,0.00006818628,0.0008333488,0.0004646009,0.000294471,0.0003467116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006478957,0.002006972,0.9268647,0.001434971,0.0005670956,0.000003179333,0.06141042,0.00002455598,2.340616e-8,0.001000499,0.0004575032,0.00558215],"study_design_scores_gemma":[0.01020137,0.005191826,0.8616914,0.000153716,0.0003090394,7.90638e-8,0.1213523,0.00005575011,2.461741e-7,0.0007201073,0.0001852727,0.0001388736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948099,0.0003514972,0.00004588724,0.000726963,0.00005186243,0.002981644,0.0002068633,0.00005441426,0.0007709433],"genre_scores_gemma":[0.998105,0.0009545275,0.0005064388,0.0001136484,0.00003627224,0.00002858583,0.0001284013,0.00002828969,0.00009878966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07730985,"threshold_uncertainty_score":0.9278206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181133540","doi":"10.2147/rmhp.s301049","title":"Geographic and Sociodemographic Disparities in Cardiovascular Risk in Burkina Faso: Findings from a Nationwide Cross-Sectional Survey","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Framingham Risk Score; Poisson regression; Demography; Cross-sectional study; Absolute risk reduction; Risk assessment; Environmental health; Disease; Internal medicine; Population","authors":[{"name":"Kadari Cissé","is_ca":false},{"name":"Sékou Samadoulougou","is_ca":false},{"name":"Mady Ouédraogo","is_ca":false},{"name":"Bruno Bonnechère","is_ca":false},{"name":"Jean‐Marie Degryse","is_ca":false},{"name":"Séni Kouanda","is_ca":false},{"name":"Fati Kirakoya‐Samadoulougou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01890957245225961,"gpt":0.2878397003403867,"spread":0.2689301278881271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002092373,0.0002799992,0.0007754964,0.001015573,0.0002887713,0.0001557333,0.00008946897,0.0002228381,0.00001224933],"category_scores_gemma":[0.0003057844,0.0002969105,0.0004014442,0.001092557,0.0002056267,0.0001619707,0.0001717947,0.0005932646,0.000003827638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190434,"about_ca_system_score_gemma":0.0001118665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5218199,"about_ca_topic_score_gemma":0.1045972,"domain_scores_codex":[0.9969089,0.0006454282,0.0005155625,0.0007801463,0.0005876209,0.000562324],"domain_scores_gemma":[0.9988869,0.0001648891,0.00009570469,0.0004968004,0.000138762,0.0002168741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000064395,0.00007050966,0.9474487,0.0004143338,0.0008610436,0.00008590348,0.0002608866,0.00003136864,1.847196e-7,0.0008208256,0.00002026539,0.04992159],"study_design_scores_gemma":[0.003074384,0.00005303738,0.9871436,0.0001547658,0.0001673458,0.000008863201,0.0001858191,0.000104286,0.000003850735,0.006243088,0.002604456,0.000256523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401919,0.05779417,0.00007300366,0.0005973076,0.0001181621,0.0006664041,0.0002708026,0.00005015882,0.000238081],"genre_scores_gemma":[0.9065468,0.09201622,0.0003057027,0.0003523932,0.0002250454,0.0001155827,0.0002844842,0.0000325847,0.0001212053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172228,"threshold_uncertainty_score":0.9999483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389785077","doi":"10.2147/rmhp.s436661","title":"Post-ASPECTS and Post-PC-ASPECTS Predict the Outcome of Anterior and Posterior Ischemic Stroke Following Thrombectomy","year":2023,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Foshan Science and Technology Bureau","keywords":"Medicine; Stroke (engine); Modified Rankin Scale; Confounding; Logistic regression; Univariate analysis; Internal medicine; Occlusion; Prospective cohort study; Cohort; Surgery; Ischemic stroke; Cardiology; Multivariate analysis; Ischemia","authors":[{"name":"Wenjun Liang","is_ca":false},{"name":"Angela T.H. Kwan","is_ca":true},{"name":"Huifang Ye","is_ca":false},{"name":"Mohammad Mofatteh","is_ca":false},{"name":"Mingzhu Feng","is_ca":false},{"name":"Jack Wellington","is_ca":false},{"name":"Pingzhong Fu","is_ca":false},{"name":"Wenlong Wei","is_ca":false},{"name":"Yu Sun","is_ca":false},{"name":"Jianhui Huang","is_ca":false},{"name":"Jie Luo","is_ca":false},{"name":"Yimin Chen","is_ca":false},{"name":"Shuiquan Yang","is_ca":false},{"name":"Sijie Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01669769031407354,"gpt":0.3132977107901047,"spread":0.2966000204760312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005029213,0.0003577274,0.0006525515,0.0004793136,0.0002747068,0.00006673052,0.0001764106,0.0001058396,0.00001257817],"category_scores_gemma":[0.0001314158,0.0002682194,0.0001419912,0.000453011,0.0001837884,0.0001387813,0.0008299661,0.0003114977,0.00001249217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009298534,"about_ca_system_score_gemma":0.00005631485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263109,"about_ca_topic_score_gemma":0.0001982056,"domain_scores_codex":[0.9976702,0.00007741984,0.0005921987,0.000577183,0.000447903,0.0006351394],"domain_scores_gemma":[0.9987178,0.0001175396,0.0002605817,0.0005515832,0.00008384459,0.0002686133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005680014,0.0001089006,0.8807933,0.005997833,0.00172374,0.0004556958,0.00497098,5.25517e-7,0.006874268,0.00388557,0.006712983,0.08790825],"study_design_scores_gemma":[0.00309681,0.0007806021,0.9816683,0.0004922543,0.0006942153,0.00008583967,0.005185638,0.0001461834,0.0003938164,0.0001444469,0.00701831,0.0002936015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593588,0.003302618,0.000009101322,0.02715812,0.0001521156,0.001656117,0.0001634255,0.000179716,0.008019955],"genre_scores_gemma":[0.9882174,0.005660806,0.0003083229,0.002784647,0.0002276049,0.00005913364,0.00004064549,0.00005494193,0.002646458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100875,"threshold_uncertainty_score":0.999977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405540051","doi":"10.2147/rmhp.s488944","title":"Suboptimal Attainment of Global Goals of Human Rights, Universal Health Coverage and Sustainable Development Goals in Gaza During 2023–2024","year":2024,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; Centre for Global Health Research; McGill University Health Centre","funders":"McGill University","keywords":"Human rights; Sustainable development; Political science; Economic growth; Environmental ethics; Development economics; Law; Economics","authors":[{"name":"Mohammed Alkhaldi","is_ca":true},{"name":"Bhavana Akilan","is_ca":true},{"name":"Maha Hoteit","is_ca":false},{"name":"M.A. Elhadidy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02556082741383316,"gpt":0.3993792362642947,"spread":0.3738184088504616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001385154,0.0002824266,0.0006890235,0.0005072837,0.00128731,0.0000176074,0.0001347593,0.0001377741,0.00004958213],"category_scores_gemma":[0.00002049664,0.0002610199,0.00005087169,0.0007641042,0.0001145779,0.0001344235,0.000581455,0.0004247777,0.00001030163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455789,"about_ca_system_score_gemma":0.0008176726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07435814,"about_ca_topic_score_gemma":0.006924797,"domain_scores_codex":[0.9962714,0.0004109998,0.001200412,0.0004990652,0.0003374392,0.001280732],"domain_scores_gemma":[0.998834,0.0001211825,0.0003326176,0.0002448907,0.00009925926,0.0003680116],"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":[0.0002405811,0.0001395009,0.4025491,0.05263588,0.0002582146,0.0001290551,0.03198396,0.00001236643,0.000002292928,0.4964691,0.002953304,0.01262672],"study_design_scores_gemma":[0.002102951,0.0003995245,0.7963063,0.002281379,0.00004180948,0.000001917378,0.01667336,0.00004509767,0.00000674052,0.004530636,0.1772883,0.0003219481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566056,0.01502184,0.00005666072,0.01522915,0.0001956778,0.002439069,0.0001527064,0.00007502791,0.01022433],"genre_scores_gemma":[0.9818493,0.009514132,0.0002547612,0.0006518181,0.0001366862,0.00012135,0.00001795736,0.00002081552,0.007433157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4919384,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385708033","doi":"10.2147/rmhp.s419346","title":"Post-War Assessment of the Prevalence and Determinants of Unplanned Pregnancy Among Pregnant Women Attending Public Hospitals in Conflict-Zones of South Wollo, Northeast Ethiopia, 2022, Multi-Center Study","year":2023,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Reproductive Health and Contraception","field":"Medicine","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":"Debre Tabor University","keywords":"Medicine; Pregnancy; Unintended pregnancy; Public health; Environmental health; Cross-sectional study; Quarter (Canadian coin); Demography; Obstetrics; Population; Family planning; Geography; Research methodology; Nursing","authors":[{"name":"Besfat Berihun Erega","is_ca":false},{"name":"Wassie Yazie Ferede","is_ca":false},{"name":"Fillorenes Ayalew Sisay","is_ca":false},{"name":"Eyaya Habtie Dagnaw","is_ca":false},{"name":"Abeba Belay Ayalew","is_ca":false},{"name":"Wondimnew Gashaw Ketema","is_ca":false},{"name":"Eyob Shite Lake","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03475129506515811,"gpt":0.3540296142136768,"spread":0.3192783191485187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000806378,0.0001856737,0.0005351038,0.0005129763,0.0001151976,0.000008769002,0.0001298908,0.00007233669,0.000004658022],"category_scores_gemma":[0.0001215896,0.000136503,0.00005372284,0.0005813594,0.0001538779,0.0001187261,0.0002259222,0.0002190506,5.254793e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008821586,"about_ca_system_score_gemma":0.0001286873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002481637,"about_ca_topic_score_gemma":0.000829736,"domain_scores_codex":[0.9977064,0.0002661676,0.0007380102,0.0004441879,0.0003792593,0.0004660289],"domain_scores_gemma":[0.9985736,0.00004539793,0.0005872546,0.0004626421,0.0001765322,0.0001545797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008959203,0.0004664874,0.9536043,0.006830995,0.00006515707,0.000007088203,0.0129279,8.205058e-7,0.00001871483,0.0001209401,0.000002174301,0.02586586],"study_design_scores_gemma":[0.003050144,0.000945933,0.982284,0.002242566,0.00005607413,0.000001722102,0.01105159,0.0002126746,0.00001270612,0.00003308,0.00001284902,0.00009662148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936311,0.00156495,0.000005739739,0.001072402,0.00008174469,0.00347032,0.0001151699,0.00002024,0.00003833311],"genre_scores_gemma":[0.9909441,0.008299628,0.00005774527,0.0000505488,0.00003829113,0.0002369966,0.000006456265,0.00001842522,0.000347768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867976,"threshold_uncertainty_score":0.5566431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392643209","doi":"10.2147/rmhp.s451436","title":"Systematic Review and Critical Appraisal of Prediction Models for Readmission in Coronary Artery Disease Patients: Assessing Current Efficacy and Future Directions","year":2024,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Heart Failure Treatment and Management","field":"Medicine","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":"Coronary artery disease; Checklist; Medicine; Logistic regression; Predictive modelling; MEDLINE; CAD; Data extraction; Emergency medicine; Intensive care medicine; Internal medicine; Machine learning; Computer science; Engineering; Psychology","authors":[{"name":"Y Y Zhang","is_ca":false},{"name":"Xuejiao Zhu","is_ca":false},{"name":"Fuer Gao","is_ca":false},{"name":"Shulan Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02780019161404486,"gpt":0.3869691669818102,"spread":0.3591689753677653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002762259,0.0001573159,0.0004091187,0.0003164983,0.0001083559,0.00004079205,0.0000201139,0.00003866982,0.000002136223],"category_scores_gemma":[0.0001227708,0.0001206234,0.00004681512,0.0001970789,0.0000404103,0.0002019595,0.00005425982,0.0001139615,4.931474e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007415546,"about_ca_system_score_gemma":0.00004470177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000532939,"about_ca_topic_score_gemma":0.000008347633,"domain_scores_codex":[0.9988028,0.0001034907,0.0004207084,0.0003172941,0.0001568011,0.0001988399],"domain_scores_gemma":[0.9993097,0.0001857433,0.00005362335,0.0001566954,0.00004889862,0.0002453171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0001098866,0.0004294219,0.01235072,0.8368803,0.0001908852,0.00001869939,0.0005853936,5.587776e-7,1.770632e-7,0.02918093,0.00192836,0.1183247],"study_design_scores_gemma":[0.006559753,0.001688758,0.5412658,0.3588123,0.01319756,0.00003503387,0.001265957,0.01669667,4.857227e-7,0.007332289,0.05250402,0.0006413669],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05711934,0.8383774,0.001998089,0.08658142,0.0008847373,0.0140585,0.0003652892,0.0002810606,0.0003341238],"genre_scores_gemma":[0.6191797,0.3784604,0.000924587,0.000323371,0.000279138,0.0005514651,0.0001693495,0.00002816918,0.00008384625],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5620603,"threshold_uncertainty_score":0.4918878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146119250","doi":"10.2147/rmhp.s7986","title":"Impact of “noncaloric” activity-related factors on the predisposition to obesity in children","year":2010,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Obesity; Energy expenditure; Cognition; Energy balance; Psychology; Developmental psychology; Medicine; Endocrinology; Biology; Psychiatry","authors":[{"name":"Angelo Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01715912027532811,"gpt":0.3453902380411827,"spread":0.3282311177658546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003234526,0.0002297593,0.0002480318,0.0005543359,0.0001956985,0.00002244465,0.0001996383,0.0002521413,0.0001931677],"category_scores_gemma":[0.0000473428,0.0001567695,0.0001253805,0.0007149499,0.00007442592,0.00005791354,0.00008239676,0.000719532,0.0001256588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008887798,"about_ca_system_score_gemma":0.00002732837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04966282,"about_ca_topic_score_gemma":0.003237448,"domain_scores_codex":[0.9984521,0.0002484539,0.0002834619,0.0003745686,0.0001841347,0.0004573014],"domain_scores_gemma":[0.998997,0.0001093648,0.0001675749,0.0005170685,0.00002977241,0.0001791713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001769718,0.0005023582,0.9511502,0.00001838288,0.0004839188,9.217997e-7,0.004118583,0.0000293188,0.00001836846,0.02208792,0.001609144,0.01980392],"study_design_scores_gemma":[0.0008366691,0.0002280504,0.9957026,0.0000275344,0.00006474121,0.000001705495,0.0001605445,0.000005364262,0.000004008412,0.002244334,0.0005706911,0.0001537088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896199,0.0001233656,0.00002391932,0.002456257,0.0002709161,0.001163049,0.00007779059,0.00005386682,0.006210995],"genre_scores_gemma":[0.998517,0.0004516258,0.00002654719,0.0002099104,0.00009253322,0.00003992607,0.00004285828,0.00002409737,0.000595516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04642537,"threshold_uncertainty_score":0.9566656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405373732","doi":"10.2147/rmhp.s483791","title":"Global Health and Peace: The Elusive Path with a Focus on Palestine, Ukraine, and Venezuela","year":2024,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Toronto; McGill University","funders":"","keywords":"Palestine; Focus (optics); Political science; Path (computing); Ancient history; Geography; Development economics; History; Computer science; Economics","authors":[{"name":"Mohammed Alkhaldi","is_ca":true},{"name":"Zeana Hamdonah","is_ca":true},{"name":"Lyne El Khatib","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03090338677230257,"gpt":0.4241015707861694,"spread":0.3931981840138668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008011182,0.0002948781,0.0003766608,0.0001672832,0.002357488,0.00005525715,0.00009436821,0.0001012078,0.000005366292],"category_scores_gemma":[0.00007180288,0.0001808448,0.00002784986,0.0004947851,0.0001745654,0.0000647248,0.0002464357,0.0005714165,0.00002105761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508372,"about_ca_system_score_gemma":0.0006443456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855485,"about_ca_topic_score_gemma":0.00381966,"domain_scores_codex":[0.9973657,0.0004581407,0.000437086,0.0005412203,0.0002701654,0.0009276873],"domain_scores_gemma":[0.9985429,0.0003588882,0.0001680552,0.0002901085,0.00006162644,0.0005784361],"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":[0.0002640986,0.00002813447,0.08679659,0.00611704,0.0001457589,0.00004846021,0.03376922,9.424858e-7,2.414574e-8,0.3727687,0.0200467,0.4800144],"study_design_scores_gemma":[0.001086909,0.001002267,0.317009,0.001458135,0.00005837622,0.00001464005,0.00982344,0.0002269751,2.240756e-8,0.004865564,0.6642181,0.0002366235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1113989,0.1655973,0.0002037049,0.6987364,0.0004010976,0.004574246,0.0003791268,0.0003817282,0.01832749],"genre_scores_gemma":[0.7437037,0.2112458,0.000287316,0.04197069,0.000955173,0.000453734,0.0000181933,0.00004236014,0.001323035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6567658,"threshold_uncertainty_score":0.9989413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400896834","doi":"10.2147/rmhp.s466852","title":"From Reporting to Improving: How Root Cause Analysis in Teams Shape Patient Safety Culture","year":2024,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Safety culture; Root cause analysis; Patient safety; Health care; Focus group; Quality management; Product (mathematics); Quality (philosophy); Medicine; Root cause; Perception; Nursing; Business; Psychology; Operations management; Engineering; Political science; Management; Management system; Marketing; Forensic engineering","authors":[{"name":"Christos Tsamasiotis","is_ca":false},{"name":"G. Fiard","is_ca":false},{"name":"Pierre Bouzat","is_ca":false},{"name":"Patrice François","is_ca":false},{"name":"Guillaume Fond","is_ca":false},{"name":"Laurent Boyer","is_ca":false},{"name":"Bastien Boussat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04689930643861085,"gpt":0.4186425214380767,"spread":0.3717432149994658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000969965,0.0002293162,0.0004432467,0.0009942787,0.0005727831,0.00001587042,0.00013997,0.0001941154,0.000078832],"category_scores_gemma":[0.0005163983,0.0001931798,0.0001138565,0.00196136,0.00002632541,0.0001534493,0.000275402,0.0007280995,0.0000685433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005867411,"about_ca_system_score_gemma":0.0002366612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02932774,"about_ca_topic_score_gemma":0.01346669,"domain_scores_codex":[0.9966372,0.0003956134,0.001243967,0.0006824749,0.000367837,0.000672871],"domain_scores_gemma":[0.998137,0.0001349801,0.0007720143,0.0004514571,0.00007545577,0.0004290743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130049,0.0000709279,0.612016,0.001459355,0.0005918239,0.00009883258,0.06844997,0.0001334405,0.000005141193,0.009855662,0.008086779,0.2991191],"study_design_scores_gemma":[0.0004942986,0.0001284178,0.61914,0.0007216715,0.0004544597,5.380511e-7,0.01747434,0.00474405,0.000001995083,0.001463393,0.3550516,0.0003251435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8469383,0.003219164,0.00518121,0.1334735,0.001107481,0.003384472,0.0004085594,0.0004522954,0.005835052],"genre_scores_gemma":[0.9907643,0.001622131,0.0009769035,0.003037524,0.0004947672,0.000259384,0.0002736671,0.00002741679,0.002543949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3469649,"threshold_uncertainty_score":0.9771361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413985296","doi":"10.2147/rmhp.s558011","title":"Assessment of Hand Hygiene Knowledge, Attitude, and Practice Among Health Sciences Students in Herat, Afghanistan: A Cross-Sectional Study [Response to Letter]","year":2025,"lang":"en","type":"letter","venue":"Risk Management and Healthcare Policy","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Hygiene; Cross-sectional study; Medicine; Alternative medicine; Environmental health; Family medicine; Medical education; Psychology; Pathology","authors":[{"name":"Mohammad Masudi","is_ca":false},{"name":"Ali Rahimi","is_ca":false},{"name":"Enayatollah Ejaz","is_ca":false},{"name":"Khadejah Osmani","is_ca":false},{"name":"Nasar Ahmad Shayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05416507480141518,"gpt":0.4827989272441464,"spread":0.4286338524427312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006853303,0.0005419431,0.001203937,0.002841092,0.0009118941,0.0004026823,0.0003102321,0.0003909045,0.00001263767],"category_scores_gemma":[0.0007375447,0.0005292881,0.0001034563,0.00146177,0.0003790698,0.0002137109,0.0005976948,0.001773904,0.000003810624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571938,"about_ca_system_score_gemma":0.001705547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03372288,"about_ca_topic_score_gemma":0.008080194,"domain_scores_codex":[0.9923605,0.0026109,0.001488409,0.001319441,0.001294426,0.0009263428],"domain_scores_gemma":[0.9964622,0.00120546,0.0007589833,0.0006043207,0.0006341198,0.000334976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008502965,0.0006358939,0.9627265,0.004991544,0.0003255633,0.0002042506,0.001296862,0.00001436428,6.630086e-7,0.0004793551,0.02523855,0.003236192],"study_design_scores_gemma":[0.003225088,0.003062027,0.8756692,0.000984236,0.0001063386,0.00002534592,0.0005282629,0.00004250155,3.107863e-7,0.00006475125,0.1160183,0.000273692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2943235,0.002806884,0.0001491854,0.6906125,0.0008023632,0.008880291,0.0001830072,0.00007760349,0.00216473],"genre_scores_gemma":[0.6572791,0.002355569,0.001081693,0.3328006,0.001624251,0.0006382466,0.00004748419,0.00005400996,0.004119094],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3629556,"threshold_uncertainty_score":0.9997159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511622219","doi":"10.2147/rmhp.s107721","title":"Occupational management in the workplace and impact on injury claims, duration, and cost: a prospective longitudinal cohort","year":2016,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Odds ratio; Workers' compensation; Occupational injury; Confidence interval; Mood; Prospective cohort study; Logistic regression; Occupational medicine; Cohort study; Physical therapy; Poison control; Injury prevention; Demography; Emergency medicine; Psychiatry; Internal medicine; Epidemiology; Psychology; Compensation (psychology)","authors":[{"name":"Marla Rogers","is_ca":false},{"name":"Mark Lemstra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01444889664173965,"gpt":0.3597271456855828,"spread":0.3452782490438432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007223909,0.0001537966,0.0001741886,0.0003031887,0.000169338,0.00003390001,0.00003756314,0.00005087441,0.00001132783],"category_scores_gemma":[0.00004191116,0.00008046396,0.00003307689,0.0002494752,0.000110728,0.00008632882,0.00004630429,0.0001202016,0.000005533011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185432,"about_ca_system_score_gemma":0.00002956306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006327289,"about_ca_topic_score_gemma":0.0001551406,"domain_scores_codex":[0.99879,0.0001457688,0.0002573757,0.0003309703,0.0002514187,0.0002244997],"domain_scores_gemma":[0.9994464,0.0001251454,0.00008709161,0.0001919808,0.00004162315,0.0001077768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005345607,0.00006685431,0.845884,0.0004708789,0.00006947229,0.000004678023,0.0004109758,3.444056e-7,0.0000012341,0.06118694,0.001144483,0.09022563],"study_design_scores_gemma":[0.001342837,0.0004961089,0.9879693,0.0002511267,0.0000465624,0.000003974086,0.0003617701,0.00003131166,8.477801e-7,0.008455716,0.0009476378,0.00009285167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701875,0.0003983379,0.0001254867,0.023253,0.00002595526,0.002887915,0.00002322627,0.00002348662,0.003075127],"genre_scores_gemma":[0.9920572,0.005815797,0.0002467443,0.0008438874,0.0001290701,0.0002140685,0.00001406595,0.000009609512,0.0006695528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420853,"threshold_uncertainty_score":0.3281225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388067900","doi":"10.2147/rmhp.s427926","title":"Birth Notification and Registration: A Survey on Knowledge and Attitude Among Postpartum Women in Northwest Ethiopia","year":2023,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Logistic regression; Family medicine; Cross-sectional study; Demography; Systematic sampling; Live birth; Birth attendant; Interview; Environmental health; Pregnancy; Geography; Maternal health; Population; Health services","authors":[{"name":"Haymanot Nigatu Alemu","is_ca":false},{"name":"Solomon Berhe Wubneh","is_ca":false},{"name":"Belayneh Ayanaw Kassie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05248991924777684,"gpt":0.3794056314063263,"spread":0.3269157121585495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006935808,0.0001126779,0.000185626,0.0003878337,0.0001555369,0.00003373366,0.00003356046,0.00006035621,0.00001881669],"category_scores_gemma":[0.00003525243,0.0001026773,0.00001560625,0.000367507,0.00005898181,0.00005515512,0.00006079245,0.0001754091,0.00002599409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009093324,"about_ca_system_score_gemma":0.00002635945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04003577,"about_ca_topic_score_gemma":0.04656422,"domain_scores_codex":[0.998921,0.0001248129,0.0002751383,0.0002700838,0.0001069853,0.0003019641],"domain_scores_gemma":[0.9994186,0.0000574663,0.00008194002,0.0001582872,0.00003918418,0.0002445318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143197,0.00005842702,0.9613205,0.003545376,0.00001544553,0.0000172418,0.001656535,3.914355e-7,2.882127e-7,0.008466966,0.0003232443,0.02448125],"study_design_scores_gemma":[0.0006191682,0.0003517337,0.9885104,0.0003113373,0.000004894159,0.000003971829,0.0001738462,0.0002866905,8.692896e-7,0.0006653414,0.008992514,0.00007919544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900579,0.0005638156,0.000002611805,0.007411405,0.00006140238,0.0005006538,0.0001458301,0.0000523338,0.001203983],"genre_scores_gemma":[0.9731233,0.01280904,0.00001827119,0.0002735747,0.00008906373,0.00008093393,0.00009923991,0.00001133129,0.01349522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02718992,"threshold_uncertainty_score":0.9708335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405644907","doi":"10.2147/rmhp.s504277","title":"Community Health Nursing in Saudi Arabia: Practices and Learning Needs","year":2024,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Nursing education and management","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Nursing; Community health; Traditional medicine; Public health","authors":[{"name":"Khalid A. Aljohani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04795217819199004,"gpt":0.4144991045604157,"spread":0.3665469263684257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606807,0.0001974599,0.0002462877,0.001192914,0.0008658429,0.0003171481,0.0001110658,0.00006359957,0.0000065566],"category_scores_gemma":[0.0001225311,0.0002065501,0.00003144379,0.0008768315,0.0001012694,0.0002871001,0.00008691585,0.001064923,0.00001293054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942133,"about_ca_system_score_gemma":0.00006367005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04060251,"about_ca_topic_score_gemma":0.002823889,"domain_scores_codex":[0.9976209,0.001032453,0.000347865,0.0003050811,0.0001879082,0.0005057417],"domain_scores_gemma":[0.9991069,0.0001853945,0.0002367189,0.0002510643,0.00002163839,0.0001982603],"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":[0.00005836893,0.000140095,0.0127964,0.002425906,0.00003207541,0.000004144751,0.0349309,0.00001450897,0.000001209001,0.04676804,0.01342823,0.8894001],"study_design_scores_gemma":[0.0008937765,0.0006427366,0.3043469,0.003796339,0.0001023258,0.00002177258,0.06061434,0.002104644,0.000003998951,0.02389535,0.6031412,0.0004364989],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.468719,0.03572178,0.000197875,0.4649227,0.003280498,0.00150417,0.000009714094,0.0006306086,0.02501363],"genre_scores_gemma":[0.9813687,0.01020974,0.0008207789,0.003266691,0.0002820531,0.00003326204,0.0000219321,0.00003906315,0.003957761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889636,"threshold_uncertainty_score":0.9657862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}