{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":626,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":626,"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"},"query_hash":"7c9b1793ddfe","filters":{"venue":"Healthcare policy"}},"results":[{"id":"W2038381326","doi":"10.12927/hcpol.2009.20538","title":"More Than \"Using Research\": The Real Challenges in Promoting Evidence-Informed Decision-Making","year":2009,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Biostatistics; Health care; Engineering ethics; Sociology; Knowledge translation; Clinical epidemiology; Health policy; Alternative medicine; Medical education; Political science; Medicine; Epidemiology; Public relations; Public health; Knowledge management; Nursing; Engineering; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.8556397794902892,"gpt":0.7646574034468937,"spread":0.09098237604339554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01657753,0.0002632777,0.0004401303,0.001243932,0.003216142,0.00005375297,0.0009357473,0.0002941615,0.00006200169],"category_scores_gemma":[0.02900266,0.0001954196,0.00006911332,0.00296443,0.0002224213,0.000678001,0.000322896,0.002029042,0.0001674426],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003058006,"about_ca_system_score_gemma":0.01133294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02611759,"about_ca_topic_score_gemma":0.02898304,"domain_scores_codex":[0.9885693,0.004326611,0.00183703,0.0006569478,0.0016595,0.002950626],"domain_scores_gemma":[0.9808289,0.01617488,0.0005733273,0.001058957,0.0007672471,0.0005966751],"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":[0.0001628334,0.00004514824,0.04125024,0.001276768,0.000005042117,0.00002799197,0.4437881,0.00002269389,0.00008309721,0.03940567,0.001706969,0.4722254],"study_design_scores_gemma":[0.0009531062,0.0005038769,0.8335794,0.01326228,0.000004667905,0.00002882319,0.09793984,0.002206106,0.00001504881,0.03776225,0.01330583,0.0004387355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5403625,0.0006777392,0.00003076664,0.4527352,0.0002519908,0.002498993,0.00001481161,0.000120013,0.00330798],"genre_scores_gemma":[0.965877,0.004363907,0.001652517,0.02633694,0.001461494,0.0002238792,0.000001401453,0.00003304041,0.00004981047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7923292,"threshold_uncertainty_score":0.9980816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W300791146","doi":"10.12927/hcpol.2006.17882","title":"Experiencing Difficulties Accessing First-Contact Health Services in Canada","year":2006,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Statistics Canada","funders":"","keywords":"Immigration; Health care; Medicine; Population; Family medicine; Health services; Nursing; Environmental health; Geography; Economic growth","retraction":null,"screen_n_in":null,"score":{"opus":0.03114166674627331,"gpt":0.2777389783882131,"spread":0.2465973116419398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004024031,0.0002513157,0.0005969626,0.000521977,0.000350388,0.00009025152,0.0003102251,0.00008232144,0.00004174012],"category_scores_gemma":[0.00002516166,0.000297006,0.00006233746,0.0006298589,0.000017988,0.0002794798,0.0001016681,0.0002378518,0.00004299058],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004584779,"about_ca_system_score_gemma":0.001797484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998629,"about_ca_topic_score_gemma":0.9992868,"domain_scores_codex":[0.996971,0.00005676315,0.001236719,0.0005264889,0.00009461032,0.001114388],"domain_scores_gemma":[0.9987626,0.00005561677,0.0004857302,0.0003978807,0.0000279921,0.0002701607],"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":[0.00001794084,0.00008106871,0.2977709,0.0023137,0.00001284083,0.00002644218,0.00916766,0.0004539865,0.000001075365,0.6797729,0.001768767,0.008612789],"study_design_scores_gemma":[0.000792799,0.00008353893,0.7660277,0.0003853369,9.062823e-7,0.000007686072,0.004746526,0.001203261,0.00002083536,0.009506899,0.2166779,0.0005465314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7383642,0.01024337,0.0001121072,0.241927,0.0007091911,0.0008229416,0.0002870117,0.0001189573,0.007415237],"genre_scores_gemma":[0.9841592,0.0004669254,0.0001780409,0.01431478,0.000529167,0.00009306348,0.00003907214,0.00003616966,0.0001835697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6702659,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2377690439","doi":"10.12927/hcpol.2016.24594","title":"Effectiveness of Reablement: A Systematic Review","year":2016,"lang":"fr","type":"review","venue":"Healthcare policy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Montréal; Institut National d'Excellence en Santé et en Services Sociaux; Institute of Aging","funders":"","keywords":"CINAHL; PsycINFO; Medicine; Randomized controlled trial; MEDLINE; Quality of life (healthcare); Gerontology; Nursing; Psychological intervention; Political science; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.08043798292886206,"gpt":0.4869220569036812,"spread":0.4064840739748192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009564772,0.001111922,0.01025007,0.0008892106,0.0005582933,0.00001345941,0.0008625935,0.001494254,0.0007942896],"category_scores_gemma":[0.00579872,0.0007703409,0.001554214,0.002224443,0.0002335548,0.0001244905,0.0003282971,0.001477004,0.003345919],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00336613,"about_ca_system_score_gemma":0.009590182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01463301,"about_ca_topic_score_gemma":0.0001332236,"domain_scores_codex":[0.9633791,0.0278603,0.005066237,0.0009795908,0.0008650612,0.001849666],"domain_scores_gemma":[0.9828548,0.008398038,0.004328402,0.002336284,0.001275127,0.0008073525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002857667,0.00009422337,0.000006668074,0.9172695,0.0003195925,0.00001172968,0.0005748487,7.893815e-9,5.486964e-7,0.01915836,0.005946764,0.05658923],"study_design_scores_gemma":[0.0004371133,0.0002932039,0.00002858369,0.8085033,0.002373601,0.00005807029,0.0001508336,9.247606e-8,0.000001082681,0.0008060289,0.1868749,0.0004732117],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000257201,0.9574395,0.00004973167,0.01614961,0.002949703,0.01989544,0.001328314,0.000102114,0.00208303],"genre_scores_gemma":[0.0001482452,0.9901321,0.00006228113,0.001032906,0.001363127,0.00278334,0.0002582738,0.0002048097,0.004014912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1809281,"threshold_uncertainty_score":0.999802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127552600","doi":"10.12927/hcpol..17568","title":"When Health Services Researchers and Policy Makers Interact: Tales from the Tectonic Plates","year":2005,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Manitoba Health","funders":"","keywords":"Biostatistics; Health care; Health policy; Peer review; Clinical epidemiology; Sociology; Political science; Epidemiology; Library science; Engineering ethics; Social science; Medical education; Public relations; Medicine; Public health; Nursing; Law; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.09909184266297094,"gpt":0.4982808837734399,"spread":0.3991890411104689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001570899,0.0004002425,0.0006912497,0.000450872,0.002496792,0.00006687607,0.0006698409,0.0003647725,0.0003565248],"category_scores_gemma":[0.000380792,0.0002888695,0.0001164893,0.0006095184,0.0002331601,0.0003777085,0.0005920663,0.001954771,0.0005853667],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003196803,"about_ca_system_score_gemma":0.01164117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4560393,"about_ca_topic_score_gemma":0.1582344,"domain_scores_codex":[0.9938448,0.001701246,0.001157459,0.0006488275,0.0005471541,0.00210048],"domain_scores_gemma":[0.9947096,0.002572275,0.0004991891,0.000938821,0.0002228153,0.001057337],"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":[0.0005256805,0.0001121555,0.1654412,0.004142269,0.0001648941,0.00001312682,0.1687169,0.000003242539,0.00004423276,0.04472914,0.178299,0.4378082],"study_design_scores_gemma":[0.001233845,0.0001872566,0.1696769,0.0006894897,0.000009479772,0.00001023861,0.01249939,0.0000648748,0.000007683288,0.007794115,0.8075398,0.0002869827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1272409,0.0141385,0.000005554734,0.8517613,0.0002812977,0.001538298,0.0004921807,0.0002655959,0.00427636],"genre_scores_gemma":[0.5568249,0.008106193,0.0006916801,0.4273677,0.004660076,0.0002056374,0.0001591741,0.00008434027,0.00190036],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6292408,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025170870","doi":"10.12927/hcpol.2014.23811","title":"\"Where Do We Go from Here?\" Health System Frustrations Expressed by Patients with Multimorbidity, Their Caregivers and Family Physicians","year":2014,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Institute of Health Services and Policy Research; Institute for Work & Health; Bridgepoint Active Healthcare","funders":"","keywords":"Multimorbidity; Qualitative research; Medicine; Family medicine; Nursing; Psychology; Chronic disease","retraction":null,"screen_n_in":null,"score":{"opus":0.02594602390379929,"gpt":0.3050283412845005,"spread":0.2790823173807012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008217894,0.0003052967,0.0004912398,0.0001215012,0.0002679421,0.00008057733,0.0001291204,0.00009038895,0.00001154299],"category_scores_gemma":[0.00001767782,0.0002546501,0.0000604353,0.0002346041,0.0001279899,0.0001453886,0.00006376587,0.0002176257,0.00002135698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005348127,"about_ca_system_score_gemma":0.0005895096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03483017,"about_ca_topic_score_gemma":0.001350448,"domain_scores_codex":[0.9980773,0.0001843588,0.0003208528,0.0005188424,0.00037573,0.0005229576],"domain_scores_gemma":[0.9985509,0.00006570294,0.0002220422,0.0005888807,0.0001344502,0.0004380612],"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":[0.001050998,0.00240571,0.165835,0.02706049,0.001265438,0.00004519812,0.02512689,0.00009863818,0.0005182084,0.04239087,0.3456475,0.3885551],"study_design_scores_gemma":[0.02443246,0.003666161,0.5869092,0.01285447,0.0003771364,0.000006685421,0.08589292,0.001748311,0.0001308286,0.0009878568,0.2812952,0.001698728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233305,0.007319686,0.0003687764,0.05770795,0.0002332685,0.002315727,0.003268686,0.0004890085,0.004966388],"genre_scores_gemma":[0.9963736,0.0009284856,0.0001784748,0.001384503,0.0004172743,0.00007129691,0.0004498855,0.00005482757,0.0001416736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4210743,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029172528","doi":"10.12927/hcpol.2008.19989","title":"Physician Experiences Providing Primary Care to People with Disabilities","year":2008,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Disadvantaged; Perception; Population; Physical access; Learning disability; Family medicine; Medicine; Primary care; Service (business); Health care; Psychology; Affect (linguistics); Qualitative research; Nursing; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.06290496353941712,"gpt":0.292015202673834,"spread":0.2291102391344169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534599,0.0002383945,0.0005021372,0.0003796889,0.0005138935,0.00004370376,0.000279235,0.00007758772,0.00002533394],"category_scores_gemma":[0.00009425729,0.000243406,0.00008040496,0.0007460731,0.0001046812,0.0002499522,0.0001141312,0.0001610724,0.0003337832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007676877,"about_ca_system_score_gemma":0.0003655705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08861199,"about_ca_topic_score_gemma":0.004895821,"domain_scores_codex":[0.9979425,0.00003856141,0.0005368964,0.0005882937,0.0001006067,0.0007931349],"domain_scores_gemma":[0.9987944,0.00005252611,0.0001652176,0.0005239284,0.00006886556,0.0003950942],"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":[0.0000594534,0.00009179275,0.05393121,0.001516247,0.00002572663,0.000008408298,0.3841087,0.00004406498,0.000001488351,0.5491691,0.001376072,0.009667744],"study_design_scores_gemma":[0.001361894,0.002045925,0.1457436,0.0003805176,0.000007639787,0.00005148789,0.1833575,0.0000723292,0.0001881404,0.009862681,0.6550169,0.001911434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8630098,0.002053434,0.0004817969,0.08047429,0.0003097565,0.001351397,0.0001931868,0.0002277508,0.05189857],"genre_scores_gemma":[0.9807697,0.0001898566,0.000712877,0.01615893,0.0006872849,0.0006543591,0.00002773271,0.00004320445,0.0007560893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6536408,"threshold_uncertainty_score":0.9925807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033360934","doi":"10.12927/hcpol.2020.26249","title":"Informing Canada’s Health System Response to COVID-19: Priorities for Health Services and Policy Research","year":2020,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; Institute of Health Services and Policy Research; University of Toronto","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Health services; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health policy; Healthcare system; Political science; Public administration; Public relations; Business; Health care; Virology; Environmental health; Medicine; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1090950955847688,"gpt":0.4769485029685645,"spread":0.3678534073837957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001854764,0.0002582054,0.000759819,0.0005528018,0.001417283,0.00003248554,0.0001737449,0.0000900282,0.000002749701],"category_scores_gemma":[0.002540715,0.0002424473,0.0000650112,0.001171246,0.00008549164,0.00008179885,0.0002118815,0.0003680642,0.000004349691],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004048715,"about_ca_system_score_gemma":0.05971363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9461986,"about_ca_topic_score_gemma":0.721709,"domain_scores_codex":[0.9962494,0.0004768728,0.0007601759,0.0005045823,0.0006679241,0.001341088],"domain_scores_gemma":[0.9948261,0.0005132045,0.0001646982,0.0003421856,0.0005120471,0.003641737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01033694,0.00004830484,0.009717882,0.1816204,0.0002359569,0.0001092806,0.2324754,0.00001453094,0.0001021052,0.0897537,0.4286548,0.04693068],"study_design_scores_gemma":[0.001194824,0.002598761,0.006977723,0.001127237,0.000006462422,0.00008390246,0.04573325,0.00006119951,0.00002100032,0.00008468694,0.9418975,0.0002134961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02865366,0.008163044,0.0000458442,0.9592628,0.0001402378,0.002509554,0.0008176662,0.0001595028,0.0002477051],"genre_scores_gemma":[0.6415043,0.001806738,0.0004291142,0.3539046,0.001859447,0.0001822133,0.0000321243,0.0000417428,0.000239765],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6128506,"threshold_uncertainty_score":0.9998828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137915145","doi":"10.12927/hcpol.2007.18540","title":"Canadian Community Health Survey: Major Depressive Disorder and Suicidality in Adolescents","year":2006,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Depression (economics); Demography; Epidemiology; Mental health; Suicide prevention; Medicine; Public health; Psychiatry; Poison control; Population; Community health; Injury prevention; Psychology; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.05220617245952654,"gpt":0.3861712928816982,"spread":0.3339651204221717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009023405,0.0002147442,0.0004093585,0.0003741785,0.0006053204,0.00002413431,0.0001911565,0.0001518896,0.00002727175],"category_scores_gemma":[0.0001123922,0.0002210285,0.00003597207,0.0004836088,0.00009972767,0.00004883155,0.00008135695,0.0006310645,0.0000390571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005787814,"about_ca_system_score_gemma":0.000671603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997821,"about_ca_topic_score_gemma":0.9997205,"domain_scores_codex":[0.9958936,0.002244588,0.000445937,0.000306833,0.0001267154,0.0009823445],"domain_scores_gemma":[0.9987368,0.0001542659,0.0001219418,0.0004952315,0.00008613653,0.0004056274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004176187,0.0001242508,0.990969,0.0001093468,0.00001264964,0.00001057144,0.002274479,5.982106e-7,2.850467e-7,0.002114945,0.001792406,0.002549678],"study_design_scores_gemma":[0.0009737888,0.00006876054,0.9958523,0.00002874987,0.000002406289,0.000008841868,0.001174938,0.000001630516,7.118508e-7,0.001363348,0.000360684,0.000163863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730098,0.006218283,0.000004074027,0.01806068,0.0001676817,0.0004799335,0.0004616458,0.00004703512,0.001550887],"genre_scores_gemma":[0.9911937,0.0001026977,0.000008117934,0.008164579,0.0001415173,0.00004714304,0.0001216971,0.00002824246,0.000192317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01818391,"threshold_uncertainty_score":0.9013278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322695913","doi":"10.12927/hcpol.2009.20934","title":"Reasons for Self-Reported Unmet Healthcare Needs in Canada: A Population-Based Provincial Comparison","year":2009,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Health care; Geography; Medicine; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.06208961429950655,"gpt":0.3231111474200546,"spread":0.261021533120548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008164719,0.0003274438,0.0008943601,0.001139857,0.0002817507,0.00004692406,0.0002861756,0.0001817211,0.00001549185],"category_scores_gemma":[0.0004536325,0.0004165364,0.0001345843,0.001325306,0.00001353934,0.0001321934,0.00002963747,0.0003602788,0.00001882133],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005863855,"about_ca_system_score_gemma":0.005489646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975154,"about_ca_topic_score_gemma":0.9897705,"domain_scores_codex":[0.9961092,0.000102043,0.001816135,0.0006101215,0.000139755,0.001222708],"domain_scores_gemma":[0.997848,0.0001265536,0.0007545977,0.0006159336,0.0001149675,0.0005399873],"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":[0.00007414483,0.0001675595,0.2911244,0.0005483697,0.00002760286,0.00001003119,0.0006772705,0.000212654,2.290916e-7,0.6927841,0.002246896,0.0121268],"study_design_scores_gemma":[0.002055333,0.0005378279,0.7904584,0.0001405633,0.00001323211,0.000007319783,0.0003612531,0.01007314,0.000008794481,0.03414347,0.1613823,0.0008182893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2157712,0.002145708,0.001015308,0.7719108,0.0007968905,0.004212569,0.00181553,0.0002959775,0.002036009],"genre_scores_gemma":[0.9706231,0.00007573242,0.001251922,0.02678792,0.0005481134,0.0002472574,0.0003301588,0.0000439639,0.00009183585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7548519,"threshold_uncertainty_score":0.9998286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942452906","doi":"10.12927/hcpol.2019.25792","title":"Integrated Knowledge Translation with Public Health Policy Makers: A Scoping Review","year":2019,"lang":"en","type":"review","venue":"Healthcare policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Operationalization; Knowledge translation; Knowledge management; Public health; Process (computing); Public engagement; Political science; Public relations; Medical education; Process management; Psychology; Business; Medicine; Computer science; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.9177527360035942,"gpt":0.7631348038759823,"spread":0.1546179321276119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009696743,0.001434553,0.00631064,0.003530257,0.002037601,0.00009541939,0.001301792,0.001009631,0.0005057713],"category_scores_gemma":[0.005012427,0.001104343,0.0005770675,0.01113304,0.0002662367,0.0006330569,0.0002704527,0.003619469,0.004654639],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009376298,"about_ca_system_score_gemma":0.270305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02765785,"about_ca_topic_score_gemma":0.01727248,"domain_scores_codex":[0.9697856,0.01592114,0.006416752,0.001804161,0.00125957,0.004812778],"domain_scores_gemma":[0.9829263,0.00556445,0.005026397,0.002264728,0.001334917,0.002883181],"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":[0.000003705072,0.0000217245,0.000008137725,0.4400303,0.0000302853,0.000001412247,0.003161841,2.232631e-8,5.394156e-9,0.002671424,0.004216847,0.5498543],"study_design_scores_gemma":[0.0004832947,0.00020355,0.00000427391,0.4163748,0.000058517,0.00003389223,0.0002953795,0.00000223333,5.280538e-9,0.00001823832,0.5820653,0.0004605763],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.430668e-7,0.7721343,0.0003138318,0.1999845,0.0005044134,0.02222573,0.0009289781,0.0004466716,0.003461378],"genre_scores_gemma":[0.000003590858,0.8766513,0.0009928799,0.1130353,0.002267613,0.004486782,0.0009153836,0.0003154665,0.001331621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5778484,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication","metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2095176672","doi":"10.12927/hcpol.2013.23478","title":"High-Cost Users of Ontario's Healthcare Services","year":2013,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Health care; Business; Quality (philosophy); Population; Healthcare system; Nursing; Medical emergency; Medicine; Environmental health; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.04707315338084602,"gpt":0.291858745207771,"spread":0.244785591826925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009200169,0.0006777013,0.00164371,0.001233166,0.0003881419,0.0001664403,0.0008435372,0.0008023432,0.002487944],"category_scores_gemma":[0.0001042821,0.0009136414,0.0003954062,0.001243951,0.0002733091,0.0008425246,0.0003696367,0.0009925188,0.003547271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004695849,"about_ca_system_score_gemma":0.002327457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965646,"about_ca_topic_score_gemma":0.8413681,"domain_scores_codex":[0.9932696,0.0002504557,0.002778655,0.001152291,0.0002217999,0.002327235],"domain_scores_gemma":[0.9952009,0.0001287127,0.001576441,0.001489899,0.0004136899,0.001190312],"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":[0.00002913423,0.0002565292,0.04676617,0.008539118,0.0001478814,0.000009749745,0.0121898,0.00005408227,0.000001183676,0.8666276,0.005970085,0.05940863],"study_design_scores_gemma":[0.0009057033,0.0004785832,0.1191855,0.0007893798,0.00001791585,0.00001432561,0.0007037983,0.0001634559,0.00002997808,0.0534163,0.8236021,0.0006929482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1324782,0.02255889,0.0001095716,0.8295977,0.004583167,0.002923406,0.001969795,0.0001116189,0.005667612],"genre_scores_gemma":[0.9082938,0.007204525,0.002357737,0.04548351,0.001841954,0.0004556744,0.0002094089,0.0001466854,0.03400665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.817632,"threshold_uncertainty_score":0.9993314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037842918","doi":"10.12927/hcpol.2014.23710","title":"Predicting Patients with High Risk of Becoming High-Cost Healthcare Users in Ontario(Canada)","year":2014,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Psychological intervention; Logistic regression; Health care; Medicine; Risk analysis (engineering); Business; Nursing; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.02258310667282155,"gpt":0.292319488700508,"spread":0.2697363820276865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588909,0.0002600415,0.000557293,0.0003337441,0.0001259725,0.00001531855,0.0001474709,0.00009493729,0.00005763809],"category_scores_gemma":[0.0002166923,0.0002363813,0.00004872608,0.0004193152,0.00007065576,0.0001109016,0.0000796833,0.0005075416,0.00000258318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611997,"about_ca_system_score_gemma":0.005040611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982092,"about_ca_topic_score_gemma":0.9981729,"domain_scores_codex":[0.9974318,0.0001690201,0.0005934535,0.0004231362,0.0006930696,0.0006895449],"domain_scores_gemma":[0.9983187,0.0001185005,0.0003762348,0.0005681486,0.0002019801,0.0004164869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002824964,0.0001139525,0.9876649,0.001020828,0.00005691726,0.000009994224,0.0006960995,0.0001109821,4.170853e-7,0.005055833,0.0003169557,0.004670648],"study_design_scores_gemma":[0.00391659,0.000592827,0.9923477,0.0008506788,0.00005988891,0.000001303362,0.0005419792,0.00008580364,0.00001077503,0.0003356818,0.001085697,0.000171123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814975,0.00004654031,0.00001025849,0.0162426,0.0001738655,0.001096606,0.0001127924,0.00005734962,0.0007624339],"genre_scores_gemma":[0.9964262,0.00003151872,0.0002787678,0.002639706,0.0001942835,0.00005436024,0.0002205938,0.00004710029,0.000107515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0149286,"threshold_uncertainty_score":0.963935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103861656","doi":"10.12927/hcpol.2011.22097","title":"Geographic Accessibility of Community Pharmacies in Ontario","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Learning Partnership; University of British Columbia","funders":"","keywords":"Pharmacy; Census; Population; Geography; Business; Health care; Metropolitan area; Medicine; Environmental health; Family medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.6957589386545231,"gpt":0.5077220522127696,"spread":0.1880368864417535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01390218,0.000174921,0.0009466856,0.0008537609,0.0001825575,0.00001643804,0.0004818414,0.0001590147,0.0006027498],"category_scores_gemma":[0.001455172,0.0002288758,0.0001265771,0.0004475032,0.00015983,0.0004042471,0.0001120308,0.0006380118,0.0002004682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132668,"about_ca_system_score_gemma":0.0008438182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9425679,"about_ca_topic_score_gemma":0.6647193,"domain_scores_codex":[0.9943376,0.0009877632,0.003809216,0.0002892863,0.00007506715,0.0005010516],"domain_scores_gemma":[0.9967882,0.0004221915,0.001645891,0.0008266488,0.00008716946,0.000229895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002108355,0.000200346,0.891333,0.0004828675,0.00001530236,3.515087e-7,0.02610325,0.000001412715,8.044115e-7,0.08130226,0.0002967589,0.0002425733],"study_design_scores_gemma":[0.0004953429,0.00007676119,0.9270809,0.00005218749,0.000001491468,0.000002146227,0.001299633,0.00002661198,0.00001593025,0.06799794,0.002789626,0.0001614656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729888,0.0007545399,0.00004881865,0.01430168,0.0002341779,0.0005405603,0.0001568077,0.00003883718,0.01093581],"genre_scores_gemma":[0.9886374,0.00009747157,0.0006056867,0.01031986,0.00008080075,0.00007200539,0.00001991506,0.00001971063,0.000147089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2778486,"threshold_uncertainty_score":0.9333283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197313070","doi":"10.12927/hcpol.2021.26576","title":"Telehealth in Primary Healthcare: A Portrait of its Rapid Implementation during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"HEC Montréal; The Quebec Population Health Research Network; McGill University; Université de Sherbrooke; Université du Québec à Montréal; McGill University Health Centre; Université Laval; Université de Montréal","funders":"Canadian Institutes of Health Research; Université de Sherbrooke","keywords":"Telehealth; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Telemedicine; Health care; Primary care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Medicine; Medical emergency; Family medicine; Political science; Virology; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.0876367647791116,"gpt":0.4401352391986375,"spread":0.3524984744195259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327476,0.0002602892,0.0006757954,0.0005538102,0.0002729004,0.00001101939,0.0001334101,0.0001535048,0.0002909181],"category_scores_gemma":[0.0005170594,0.0002195421,0.0001171576,0.001618485,0.0000781699,0.0001228585,0.00007863092,0.0005963402,0.000008766325],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00209665,"about_ca_system_score_gemma":0.01224709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02611303,"about_ca_topic_score_gemma":0.01697991,"domain_scores_codex":[0.9956357,0.0005912954,0.001612465,0.0005094,0.0006952967,0.0009558845],"domain_scores_gemma":[0.9974575,0.0002602097,0.0005655233,0.0005438691,0.0003388527,0.0008340468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003896748,0.000141349,0.8692633,0.0115403,0.00004354447,0.0001554593,0.006924659,0.000002316508,0.001863567,0.004471802,0.001804094,0.1034],"study_design_scores_gemma":[0.005987797,0.0006196343,0.9591225,0.0001806654,0.00003163337,0.00132418,0.004684876,0.00000629032,0.0007908816,0.0003797991,0.02669303,0.0001787218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198077,0.004777651,0.00003278141,0.2731029,0.0001384427,0.001704308,0.0001603014,0.00009096209,0.0001849077],"genre_scores_gemma":[0.9094663,0.006998127,0.0002608763,0.08175612,0.0006320769,0.0001951197,0.0005258657,0.00004343557,0.0001220566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1913468,"threshold_uncertainty_score":0.9933525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989641790","doi":"10.12927/hcpol.2007.19173","title":"Staying Alive: Critical Perspectives on Health, Illness and Health Care","year":2007,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Biostatistics; Health care; Sociology of health and illness; Sociology; Clinical epidemiology; Health policy; Alternative medicine; Epidemiology; Engineering ethics; Medicine; Social science; Medical education; Political science; Public health; Nursing; Law; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.07888136568237476,"gpt":0.4004591890989366,"spread":0.3215778234165618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002160507,0.0003252772,0.0007475371,0.0009556441,0.001071987,0.00008514045,0.0002116117,0.0001665946,0.00004226973],"category_scores_gemma":[0.0004080199,0.0003877137,0.0001068652,0.0005749678,0.0001693479,0.0001682664,0.0001172614,0.0004944954,0.0001546975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023661,"about_ca_system_score_gemma":0.000542591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1856066,"about_ca_topic_score_gemma":0.01414216,"domain_scores_codex":[0.9961039,0.0001181638,0.001162563,0.000907685,0.0001277499,0.00157994],"domain_scores_gemma":[0.9976974,0.0001911543,0.0003618372,0.0005605617,0.0001052223,0.001083792],"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":[0.00002796849,0.00006655748,0.001405581,0.0009863041,0.00001474359,0.000007235536,0.04267053,0.000001387057,8.703899e-8,0.8864183,0.001499547,0.0669018],"study_design_scores_gemma":[0.001473618,0.002055844,0.07183746,0.000412506,0.000003486591,0.00004169199,0.09577549,0.00004703041,0.00001250902,0.05237132,0.7748432,0.001125876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00949671,0.05567383,0.003260401,0.9142067,0.0007259575,0.001284741,0.0005500727,0.0002619079,0.01453967],"genre_scores_gemma":[0.9384769,0.004201469,0.0009260493,0.05519927,0.0009305722,0.00004150303,0.00002355066,0.00006165623,0.0001390001],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9289802,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132098069","doi":"10.12927/hcpol.2013.23480","title":"Alternative Level of Care: Canada's Hospital Beds, the Evidence and Options","year":2013,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Acute care; Health care; Business; Healthcare policy; Medicine; Environmental planning; Public economics; Health policy; Economic growth; Economics; Health care reform; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.1278173021634759,"gpt":0.3205215713960793,"spread":0.1927042692326034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002446488,0.0001368554,0.0002842548,0.0001557013,0.0001996518,0.00003727093,0.0002614004,0.00005774439,0.00004422475],"category_scores_gemma":[0.0003462565,0.0001239089,0.00004663007,0.0002667321,0.00009972292,0.0001723493,0.0001292235,0.0001722716,0.00004809706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003973541,"about_ca_system_score_gemma":0.0005156629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962149,"about_ca_topic_score_gemma":0.7553948,"domain_scores_codex":[0.998651,0.00005076,0.0005288183,0.0002896729,0.00007156858,0.000408174],"domain_scores_gemma":[0.9988479,0.0001396617,0.0002855916,0.000392886,0.0001321214,0.0002018201],"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":[0.000002123214,0.00001524179,0.007138955,0.0002661527,0.000023103,9.181466e-7,0.003080661,0.00001003261,4.919107e-7,0.9768903,0.003280479,0.009291532],"study_design_scores_gemma":[0.0005645132,0.0005546139,0.6204706,0.0002970304,0.00001090247,0.000008836854,0.003798047,0.0006047129,0.00007869877,0.1337887,0.2391929,0.0006304213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1377317,0.02452753,0.0004482001,0.8294174,0.000671151,0.001661845,0.001229742,0.00003231541,0.00428017],"genre_scores_gemma":[0.9906629,0.002958872,0.0002220723,0.005325527,0.0002869225,0.0001363672,0.000006373821,0.0000159327,0.0003850264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8529313,"threshold_uncertainty_score":0.5052858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3073017793","doi":"10.12927/hcpol.2020.26292","title":"The Role of Social Workers in Interprofessional Primary Healthcare Teams","year":2020,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Western University; University of Toronto; Bruyère","funders":"University of Toronto","keywords":"Mental health; Mental healthcare; Social work; Primary care; Health care; Psychology; Primary health care; Nursing; Medical education; Medicine; Family medicine; Psychiatry; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03951542081577512,"gpt":0.431604881148195,"spread":0.3920894603324199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008329361,0.00008921733,0.0001819801,0.00006164549,0.001375442,0.00003520967,0.0003140971,0.0001584217,0.000108144],"category_scores_gemma":[0.0009851413,0.00007793884,0.00007174935,0.001371284,0.0002605216,0.0001206606,0.00006080999,0.0004708979,0.0000539618],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004690684,"about_ca_system_score_gemma":0.00597541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07380946,"about_ca_topic_score_gemma":0.01621926,"domain_scores_codex":[0.9973818,0.001243064,0.0003546805,0.0001756914,0.0004120894,0.0004326491],"domain_scores_gemma":[0.9986509,0.0006287313,0.000222997,0.00009688034,0.0001355016,0.0002650092],"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":[0.0002122583,0.0000481616,0.1130378,0.00005780433,0.000009133666,6.84147e-7,0.2353808,2.339547e-7,0.00001045937,0.478041,0.007677152,0.1655245],"study_design_scores_gemma":[0.0001637409,0.00003353702,0.06933364,0.00002952614,0.000002362708,2.314525e-7,0.3171738,0.000002934185,0.00000594335,0.009681325,0.6034771,0.00009583015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03860272,0.001098512,0.000001803191,0.9269097,0.0003802835,0.0003339365,0.00001092876,0.00004493101,0.03261721],"genre_scores_gemma":[0.9802929,0.0001983412,0.00005944971,0.01710502,0.001495014,0.00003547954,0.000007631984,0.00001267979,0.0007934814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9416902,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124561369","doi":"10.12927/hcpol.2008.19575","title":"Reducing Wait Times through Operations Research: Optimizing the Use of Surge Capacity","year":2008,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Overtime; Capacity management; Queueing theory; Surge Capacity; Health care; Operations research; Scheduling (production processes); Workforce; Markov decision process; Linear programming; Operations management; Computer science; Business; Risk analysis (engineering); Markov process; Engineering; Medicine; Economics; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.6491853864813035,"gpt":0.5297041644944336,"spread":0.1194812219868699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002380122,0.0002094443,0.0004197495,0.0002978124,0.01194516,0.00006468452,0.0002861281,0.0003479712,0.0001719889],"category_scores_gemma":[0.003617908,0.0001579502,0.000099843,0.001611932,0.0003998254,0.0005885272,0.0001599052,0.001657598,0.0001107787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419088,"about_ca_system_score_gemma":0.00502022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2791542,"about_ca_topic_score_gemma":0.008522419,"domain_scores_codex":[0.9926531,0.003968114,0.001231917,0.000426601,0.0006306926,0.001089543],"domain_scores_gemma":[0.9947999,0.001674917,0.0001694065,0.0009480296,0.002122723,0.0002850405],"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":[0.0001588604,0.00040486,0.0195899,0.001454358,0.000108201,0.0000216374,0.2252054,0.1408069,0.0007228774,0.5155349,0.09235492,0.003637102],"study_design_scores_gemma":[0.004234271,0.001406968,0.04578139,0.005031696,0.00008295669,0.0002727387,0.03879594,0.3679299,0.001473033,0.004247518,0.5283871,0.002356492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.794147,0.0005506892,0.005681342,0.1912985,0.001024778,0.003333803,0.0002367218,0.0002427814,0.003484397],"genre_scores_gemma":[0.942732,0.002391682,0.04384593,0.005205951,0.001084837,0.0003354136,0.00009437964,0.00006646995,0.004243362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5112875,"threshold_uncertainty_score":0.9893411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995064306","doi":"10.12927/hcpol.2007.19144","title":"Integrating Public Health and Primary Care","year":2007,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Élisabeth Bruyère Hospital; Ottawa Public Health; University of Ottawa","funders":"","keywords":"Public health; Health promotion; Health care; International health; Health policy; Social determinants of health; Medicine; HRHIS; Population health; Grey literature; Public relations; Nursing; Environmental health; Political science; MEDLINE","retraction":null,"screen_n_in":null,"score":{"opus":0.1289399431606418,"gpt":0.5045703657827214,"spread":0.3756304226220796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007333568,0.0005933803,0.00098006,0.001172981,0.003380462,0.0001185124,0.0003715121,0.001210183,0.0001630294],"category_scores_gemma":[0.00245424,0.0006260317,0.0001341978,0.001914838,0.0004495769,0.0006001319,0.0003764292,0.003100804,0.0003120345],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00991958,"about_ca_system_score_gemma":0.04410692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3139085,"about_ca_topic_score_gemma":0.03458579,"domain_scores_codex":[0.9878347,0.002886446,0.002416391,0.000873633,0.0006344059,0.005354442],"domain_scores_gemma":[0.9892393,0.001504245,0.001054787,0.0008621014,0.001028093,0.006311514],"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":[0.00001965306,0.00009090399,0.01141509,0.01494263,0.00001532902,0.000003679745,0.1789753,6.633385e-8,0.000001759311,0.222571,0.03777242,0.5341921],"study_design_scores_gemma":[0.0006231446,0.0004787317,0.04410575,0.001758139,0.000005610323,0.00005228977,0.1566426,0.00001521735,7.707716e-7,0.001324025,0.7946298,0.0003640034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0355963,0.12177,0.0007585047,0.7994903,0.00705742,0.002075008,0.0003000529,0.0002627241,0.03268968],"genre_scores_gemma":[0.3516391,0.03349782,0.008536807,0.5580074,0.02879564,0.0002058453,0.001109861,0.0002933661,0.01791419],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7568573,"threshold_uncertainty_score":0.9996191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978040194","doi":"10.12927/hcpol.2011.22618","title":"Primary Care Reform: Can Quebec’s Family Medicine Group Model Benefit from the Experience of Ontario’s Family Health Teams?","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Primary care; Administration (probate law); Politics; Health reform; Primary health care; Nursing; Family medicine; Medicine; Political science; Health care; Medical education; Psychology; Health policy; Public health; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1225002714237274,"gpt":0.4093109797934952,"spread":0.2868107083697678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009273586,0.0006022706,0.001492394,0.000319159,0.001817223,0.000007850209,0.001158845,0.0005306674,0.0001769126],"category_scores_gemma":[0.00009589982,0.0004099241,0.0002095437,0.0006150007,0.0004028526,0.0002709499,0.000500918,0.001891126,0.00004785868],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02667105,"about_ca_system_score_gemma":0.04906848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983452,"about_ca_topic_score_gemma":0.9825732,"domain_scores_codex":[0.9931219,0.000708794,0.002372925,0.0008557739,0.0009636362,0.001976976],"domain_scores_gemma":[0.9948916,0.0003743818,0.001210014,0.001878383,0.0006268377,0.001018738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004154496,0.00009628014,0.1164607,0.00204625,0.00005241969,0.000008462794,0.7808254,0.000002338125,0.00008616756,0.04379037,0.01756893,0.03864717],"study_design_scores_gemma":[0.001732159,0.0005787544,0.8280496,0.001138584,0.00003112751,0.000002570739,0.1144029,0.00001570241,0.000005995773,0.004601898,0.04898748,0.0004532193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7709627,0.01670417,0.0001875266,0.1216714,0.001987374,0.003827359,0.001396784,0.000411252,0.08285148],"genre_scores_gemma":[0.6368189,0.002490025,0.001915867,0.3521819,0.001244561,0.0005417167,0.0006931527,0.0001182802,0.003995671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7115889,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978633950","doi":"10.12927/hcpol.2013.21180","title":"Indicators for Measuring Mental Health: Towards Better Surveillance","year":2009,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Mental health; Sociology; Health care; Peer review; Engineering ethics; Knowledge translation; Political science; Public relations; Medical education; Psychology; Medicine; Knowledge management; Engineering; Psychiatry; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.09549503252843274,"gpt":0.4722740999773393,"spread":0.3767790674489066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001790194,0.000356961,0.0008299659,0.0006453187,0.002201188,0.00001618713,0.0003860391,0.000351289,0.0001093002],"category_scores_gemma":[0.0003341108,0.0003352884,0.0002042935,0.0007157305,0.00005072963,0.0001668551,0.00009393832,0.0008771894,0.0001522131],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003272622,"about_ca_system_score_gemma":0.009208046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009624166,"about_ca_topic_score_gemma":0.00287342,"domain_scores_codex":[0.9947652,0.0007458297,0.00127784,0.0005813961,0.0004967241,0.002133029],"domain_scores_gemma":[0.9974029,0.0002989933,0.000550686,0.0006240398,0.0002092315,0.0009141481],"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":[0.0002310413,0.00008593128,0.06346764,0.00177095,0.00002920268,0.000002680198,0.007243749,2.935855e-7,0.00002573841,0.01807745,0.406561,0.5025043],"study_design_scores_gemma":[0.001478078,0.0004469043,0.294038,0.0001458912,0.000002833653,0.000004628084,0.0003454048,0.000006441608,0.00001722401,0.00332258,0.6998816,0.0003104393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02803122,0.002497543,0.0002547393,0.9548185,0.001572124,0.003257312,0.0007221816,0.0004576152,0.008388702],"genre_scores_gemma":[0.5085784,0.0009216988,0.00159136,0.4840896,0.00295525,0.0002853763,0.0002238567,0.00006305565,0.00129143],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5021939,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992239064","doi":"10.12927/hcpol.2015.24169","title":"Barriers and Facilitators to Family Planning Access in Canada","year":2015,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université Laval; University of Toronto; University of British Columbia; McGill University; McGill University Health Centre","funders":"","keywords":"Health care; Family planning; Reproductive health; Government (linguistics); Stakeholder; Nursing; Public relations; Business; Medicine; Population; Political science; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.08106728292001561,"gpt":0.4068075558927239,"spread":0.3257402729727082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002663908,0.0001003166,0.0002253702,0.0002129212,0.00004799577,0.00001073967,0.00005202329,0.00004566451,0.000003308749],"category_scores_gemma":[0.0007521267,0.00009507406,0.00001041048,0.0003737229,0.00001722253,0.00008215486,0.00003181821,0.000184652,0.000005174658],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464279,"about_ca_system_score_gemma":0.01033704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873125,"about_ca_topic_score_gemma":0.8014656,"domain_scores_codex":[0.9987636,0.00007592316,0.0002354243,0.0002842919,0.0002252404,0.0004155208],"domain_scores_gemma":[0.9981508,0.00002276019,0.00003405327,0.0001964063,0.0001181501,0.001477822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002465273,0.000003330269,0.9657858,0.0001814587,0.000003340997,0.00003596313,0.002015504,0.00003080338,0.00002686571,0.0001853966,0.005000558,0.02648446],"study_design_scores_gemma":[0.0006861592,0.0001886091,0.9708437,0.00009865311,0.000002275792,0.00002243785,0.004324851,0.00004259202,0.0000233602,0.0001735543,0.02350206,0.00009180039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130134,0.001183621,0.00001259555,0.0844776,0.0001526859,0.0004808132,0.00001728951,0.00001859374,0.0006433928],"genre_scores_gemma":[0.9789127,0.00003506761,0.00006042411,0.02049255,0.0003486753,0.00004583746,0.000004996684,0.00001068448,0.00008911987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185847,"threshold_uncertainty_score":0.9952734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089397653","doi":"10.12927/hcpol.2009.21184","title":"A Results-Based Logic Model for Primary Healthcare: A Conceptual Foundation for Population-Based Information Systems","year":2009,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Logic model; Conceptual model; Accountability; Treasury; Knowledge management; Information system; Health care; Computer science; Population health; Conceptual framework; Population; Process management; Business; Medicine; Engineering; Sociology; Political science; Public administration; Database","retraction":null,"screen_n_in":null,"score":{"opus":0.1301513078354313,"gpt":0.4622012555748315,"spread":0.3320499477394002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001950326,0.0004364983,0.0008849298,0.0007150891,0.002046921,0.00005443461,0.0003119209,0.0007109802,0.000006194622],"category_scores_gemma":[0.001469791,0.0004227062,0.0002580464,0.0005635443,0.00005354244,0.0006118948,0.00002737515,0.0006079404,0.00005819953],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004856208,"about_ca_system_score_gemma":0.01902061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252435,"about_ca_topic_score_gemma":0.001485257,"domain_scores_codex":[0.9942298,0.0005850722,0.002484614,0.0005383881,0.0005781474,0.001583971],"domain_scores_gemma":[0.9938332,0.001806205,0.001357133,0.0007364412,0.001674284,0.0005927158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006121726,0.0002092639,0.003951832,0.01481735,0.0000308284,0.000001000358,0.005558893,0.0104565,0.00001628992,0.8484086,0.0535399,0.05688783],"study_design_scores_gemma":[0.02737335,0.004633005,0.04931989,0.001360235,0.0001170135,0.000004214319,0.001834573,0.566097,0.00000912511,0.04938089,0.2980047,0.001866061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004027388,0.0007404224,0.2503931,0.7092091,0.002337491,0.02308358,0.00594477,0.001248962,0.00301524],"genre_scores_gemma":[0.6358905,0.00004509681,0.01066418,0.3372004,0.001489717,0.002906208,0.01124011,0.00005417583,0.0005096692],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7990277,"threshold_uncertainty_score":0.9998225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984780414","doi":"10.12927/hcpol.2009.20807","title":"La santé en situation linguistique minoritaire","year":2009,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Sociology; Health care; Social science; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04244340551645444,"gpt":0.5064573037484532,"spread":0.4640138982319988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003412203,0.0004797896,0.0006252821,0.0004768495,0.001555724,0.00005441615,0.0007186213,0.002062258,0.0003670766],"category_scores_gemma":[0.006887912,0.0005488633,0.0002138976,0.000847215,0.0001989355,0.0001631746,0.0001795064,0.004174496,0.001294172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156073,"about_ca_system_score_gemma":0.004670245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04905479,"about_ca_topic_score_gemma":0.004200321,"domain_scores_codex":[0.9819088,0.01392873,0.001549932,0.0006150857,0.0004573637,0.001540062],"domain_scores_gemma":[0.992394,0.003576753,0.0006324539,0.001511919,0.001102551,0.0007823365],"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":[0.00008576267,0.0001750295,0.002911027,0.001918488,0.00001694771,0.00002324733,0.08853482,0.000005056654,0.00001064388,0.4116453,0.01824011,0.4764336],"study_design_scores_gemma":[0.001262153,0.001254746,0.1092032,0.01103317,0.00006704916,0.0001601165,0.03375616,0.001202619,0.00004179744,0.1159455,0.7249545,0.00111896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03563611,0.04078138,0.0004258061,0.806321,0.003595166,0.001665778,0.0002578019,0.0005705227,0.1107464],"genre_scores_gemma":[0.9327554,0.007456149,0.002551904,0.03603765,0.009032778,0.0001180815,0.0001269663,0.00007319597,0.01184789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8971193,"threshold_uncertainty_score":0.9997441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999826438","doi":"10.12927/hcpol.2011.22637","title":"Relational Continuity from the Patient Perspective: Comparison of Primary Healthcare Evaluation Instruments","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; University of Ottawa; Dalhousie University","funders":"","keywords":"Health care; Structural equation modeling; Confirmatory factor analysis; Psychology; Perspective (graphical); Primary care; Exploratory factor analysis; Preference; Medicine; Psychometrics; Clinical psychology; Computer science; Statistics; Family medicine; Artificial intelligence; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.267643644230486,"gpt":0.4903541034988754,"spread":0.2227104592683894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424323,0.0002830888,0.0007306591,0.0002009061,0.001213386,0.000005527594,0.0003606921,0.0003915546,0.0007935068],"category_scores_gemma":[0.0007588385,0.0002193239,0.0001543208,0.0005161366,0.0001610432,0.0002117645,0.0002645938,0.001244645,0.000159089],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004694932,"about_ca_system_score_gemma":0.01095023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.219912,"about_ca_topic_score_gemma":0.01660287,"domain_scores_codex":[0.9931161,0.002813634,0.001622874,0.0004972743,0.001113501,0.0008365681],"domain_scores_gemma":[0.9950594,0.0008953931,0.00118514,0.0008063579,0.001701819,0.0003518806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002987856,0.000160396,0.7440576,0.0002934393,0.00005095079,6.286485e-7,0.08193964,5.25339e-7,0.00001114083,0.09321281,0.009783682,0.07019041],"study_design_scores_gemma":[0.001203125,0.0002946226,0.9526092,0.0001943985,0.00004103696,9.566764e-7,0.0146156,0.00003789365,0.00002804402,0.01889285,0.01189812,0.0001841095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7862823,0.005750271,0.00005378684,0.1322081,0.001966485,0.004826214,0.001084068,0.0001818618,0.06764685],"genre_scores_gemma":[0.9567538,0.0002036741,0.0008354646,0.04075005,0.0006831803,0.0003211152,0.0003112455,0.000038763,0.0001026648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085517,"threshold_uncertainty_score":0.9991259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132522546","doi":"10.12927/hcpol.2010.22036","title":"Moral Distress among Healthcare Managers: Conditions, Consequences and Potential Responses","year":2010,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Ethics in medical practice","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Feeling; Coping (psychology); Distress; Health care; Psychology; Set (abstract data type); Public relations; Social psychology; Action (physics); Emotional distress; Political science; Anxiety; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.09263903731642939,"gpt":0.5174943074208421,"spread":0.4248552701044127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.003635473,0.0003048357,0.0004601773,0.0003617964,0.003530517,0.00005376155,0.0003821722,0.0009377462,0.0004011084],"category_scores_gemma":[0.01258129,0.0002865895,0.0000729919,0.0004368522,0.002895334,0.0004090545,0.000278981,0.008137329,0.0002053265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006953,"about_ca_system_score_gemma":0.002288391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06990916,"about_ca_topic_score_gemma":0.01825261,"domain_scores_codex":[0.9913588,0.005197642,0.0009262147,0.0006346106,0.0006961914,0.001186595],"domain_scores_gemma":[0.9926574,0.004372983,0.0005332347,0.0007613361,0.0005243266,0.001150683],"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":[0.0002027697,0.00005392389,0.1169031,0.0016766,0.00002903573,0.0001721826,0.003419026,3.543518e-7,0.0003554084,0.8676548,0.006383685,0.003149085],"study_design_scores_gemma":[0.001746643,0.0003106848,0.4951746,0.001042659,0.00006488409,0.0001812607,0.0184963,0.00008565348,0.00006026292,0.4518428,0.03023794,0.0007562613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5006823,0.0003837167,0.00003016438,0.490142,0.001853105,0.001041258,0.0005597567,0.0002845386,0.005023083],"genre_scores_gemma":[0.9648128,0.000817029,0.0007956505,0.02921638,0.001946571,0.0002492658,0.0001232149,0.00005506128,0.00198401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641305,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299042831","doi":"10.12927/hcpol.2016.24535","title":"Inappropriate Ambulance Use: A Qualitative Study of Paramedics’ Views","year":2016,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Ambulance service; Medical emergency; Grounded theory; Medicine; Focus group; Emergency medical services; Qualitative research; Psychology; Nursing; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.1451968612110867,"gpt":0.47614431812244,"spread":0.3309474569113533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000377231,0.0001714957,0.0005567492,0.0001559065,0.00008006371,0.000002800637,0.0000845216,0.00007143166,0.00002624414],"category_scores_gemma":[0.001062047,0.0001013602,0.00008173088,0.0004071156,0.0001356291,0.0000816548,0.00006453729,0.0001397238,0.00002787548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081303,"about_ca_system_score_gemma":0.0002716304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006575104,"about_ca_topic_score_gemma":0.0008786534,"domain_scores_codex":[0.9981536,0.0003237484,0.0005449999,0.0002876697,0.0003366636,0.000353336],"domain_scores_gemma":[0.9985925,0.0002141693,0.0002042377,0.0004172205,0.0003889335,0.0001829465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001031872,0.001877108,0.1017604,0.001916588,0.0007404967,0.00009773226,0.7291375,1.93538e-7,0.001825622,0.02588564,0.0290781,0.1066487],"study_design_scores_gemma":[0.01782756,0.01838373,0.4184211,0.00446431,0.0004095654,0.00009770084,0.3766727,0.000007125657,0.002046905,0.01066974,0.1496765,0.001323153],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622335,0.001757848,0.00005466072,0.0342277,0.0001897394,0.0008768448,0.00006990515,0.00005759263,0.000532179],"genre_scores_gemma":[0.9944059,0.002371408,0.0001811519,0.001704843,0.0003634489,0.00009536682,0.000004348888,0.00002102624,0.000852471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524649,"threshold_uncertainty_score":0.9939635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320287991","doi":"10.12927/hcpol.2011.22393","title":"Is Patient-Centred Care Associated with Lower Diagnostic Costs?","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Knowledge translation; Sociology; Peer review; Engineering ethics; Political science; Public relations; Knowledge management; Law; Engineering; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.08591699109064806,"gpt":0.3982834994910167,"spread":0.3123665084003686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000924309,0.0003927097,0.0006280488,0.0003098173,0.001177281,0.00001020417,0.0003067368,0.0004871455,0.001611847],"category_scores_gemma":[0.001154408,0.0003230448,0.0001270599,0.0007104494,0.0001007082,0.000179951,0.0001730542,0.001051555,0.0009744825],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003694226,"about_ca_system_score_gemma":0.006328157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04485448,"about_ca_topic_score_gemma":0.01198859,"domain_scores_codex":[0.9955137,0.0007563602,0.0008670443,0.0005582157,0.000515562,0.001789159],"domain_scores_gemma":[0.9960968,0.0009227056,0.000494489,0.0007752054,0.000864679,0.0008460518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004555279,0.0002931232,0.6219554,0.001221,0.00011896,0.0001695928,0.2284585,1.275656e-7,0.000002044124,0.007045369,0.118303,0.02197733],"study_design_scores_gemma":[0.006589113,0.003498854,0.6354227,0.002454104,0.0001658268,0.00001532898,0.09643473,0.00000678179,0.00007522503,0.00153569,0.2521742,0.001627392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5418588,0.02269487,0.00001239185,0.1199474,0.004673216,0.008385455,0.002071514,0.00181949,0.2985369],"genre_scores_gemma":[0.8683918,0.0004335183,0.0001155814,0.1289148,0.0004565548,0.0003210675,0.0001635621,0.00009387638,0.00110931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.326533,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107294405","doi":"10.12927/hcpol.2008.20009","title":"Emergency Department and Walk-in Clinic Use in Models of Primary Care Practice with Different After-Hours Accessibility in Ontario","year":2008,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Emergency department; Walk-in; Primary care; Medicine; Medical emergency; Emergency medicine; Family medicine; Nursing; Alternative medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07991144153062137,"gpt":0.3711354659548314,"spread":0.2912240244242101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000178504,0.0002288409,0.0006422953,0.0002900994,0.00004151821,0.000002489967,0.00006319021,0.0001122295,0.00001938277],"category_scores_gemma":[0.0001418733,0.0001803118,0.00005752604,0.0003140245,0.00008292113,0.0002885768,0.000091054,0.0004589763,6.513926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112603,"about_ca_system_score_gemma":0.001024832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3709548,"about_ca_topic_score_gemma":0.841445,"domain_scores_codex":[0.9979001,0.0001870975,0.0007725544,0.0004376185,0.0002820993,0.0004204777],"domain_scores_gemma":[0.9990341,0.00009805448,0.0001614006,0.0003535689,0.0001931865,0.0001596636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001381453,0.0004173507,0.9720832,0.000791047,0.00002230982,0.0001948775,0.02386538,0.000004338087,0.00000359821,0.00003052553,0.00003551014,0.001170381],"study_design_scores_gemma":[0.001545976,0.000547817,0.994756,0.0005317816,0.00002515209,0.00002640114,0.002162927,0.000005381556,0.00001869484,0.0001171452,0.0001162973,0.0001464115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871536,0.008145627,0.000002310185,0.002219972,0.00007908326,0.0008889776,0.0000340009,0.00001414815,0.001462284],"genre_scores_gemma":[0.9856229,0.01306401,0.0002482726,0.0007256804,0.00004317385,0.0001477935,0.00003723626,0.00001944681,0.00009152052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4704902,"threshold_uncertainty_score":0.7352901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045281861","doi":"10.12927/hcpol.2007.18679","title":"Determinants of Unacceptable Waiting Times for Specialized Services in Canada","year":2007,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Statistics Canada","funders":"","keywords":"Logistic regression; Medicine; Odds; Health care; Health services; Demography; Service (business); Univariate; Family medicine; Waiting period; Medical emergency; Environmental health; Business; Population; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.05527330406987014,"gpt":0.4484647157671599,"spread":0.3931914116972898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360068,0.0001392159,0.0004076805,0.0002757295,0.0005038314,0.00000555455,0.0001456769,0.000171291,0.0001110484],"category_scores_gemma":[0.0003208818,0.0001373732,0.00003588424,0.0005571315,0.00001498595,0.0001076964,0.00003952576,0.0002724628,0.000006165949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340795,"about_ca_system_score_gemma":0.01059361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896476,"about_ca_topic_score_gemma":0.9976071,"domain_scores_codex":[0.9972165,0.0002429608,0.001230798,0.0002376952,0.0002080485,0.000863946],"domain_scores_gemma":[0.9981126,0.000590064,0.0003643354,0.0002403894,0.0004624815,0.0002301992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684452,0.00003487233,0.9361823,0.0034094,0.000005877859,0.000005925859,0.005134812,0.0003059788,0.0000490312,0.01645193,0.0003627193,0.03788875],"study_design_scores_gemma":[0.006636245,0.0004022233,0.8124459,0.003764522,0.00002458642,0.000008328009,0.05431753,0.07555821,0.001412901,0.002676331,0.0417284,0.001024822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883034,0.0002199413,0.0003168323,0.006533896,0.0005196421,0.001603926,0.0001470254,0.00003075165,0.002324538],"genre_scores_gemma":[0.9906278,0.00008862997,0.004893186,0.003160456,0.0006328541,0.00009134323,0.00005679829,0.00003177033,0.0004171577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237364,"threshold_uncertainty_score":0.9950154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015844816","doi":"10.12927/hcpol.2013.21739","title":"Exploring Wait List Prioritization and Management Strategies for Publicly Funded Ambulatory Rehabilitation Services in Ontario, Canada: Further Evidence of Barriers to Access for People with Chronic Disease","year":2010,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ambulatory; Rehabilitation; Prioritization; Audit; Attendance; Medicine; Ambulatory care; Health care; Descriptive statistics; Disease management; Nursing; Family medicine; Medical emergency; Business; Physical therapy; Process management; Alternative medicine; Health management system; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1572234580856533,"gpt":0.4695521789794049,"spread":0.3123287208937516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006226992,0.0001109312,0.0001799742,0.0002683165,0.0003939783,0.00004331029,0.0001604493,0.0000562009,0.00004378739],"category_scores_gemma":[0.000320204,0.00009791381,0.00001863424,0.0003447399,0.00002517419,0.001133868,0.00006223972,0.0002584073,3.909178e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735108,"about_ca_system_score_gemma":0.01144252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770051,"about_ca_topic_score_gemma":0.9996506,"domain_scores_codex":[0.9985018,0.0001572857,0.0003550796,0.000288692,0.0002874432,0.0004096772],"domain_scores_gemma":[0.9978326,0.0008860658,0.0001588628,0.000244182,0.0004918317,0.0003864393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002221083,0.00003432617,0.9243174,0.0161103,0.00002736262,8.436999e-7,0.01575761,0.0001632823,0.00008989631,0.0382191,0.0002133431,0.002845461],"study_design_scores_gemma":[0.000763923,0.0002925827,0.979632,0.0008868029,0.00000964877,1.354878e-7,0.01199936,0.0001941791,0.000006143772,0.001599054,0.004505866,0.0001103386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473841,0.0001256983,0.000145341,0.04831904,0.0001566689,0.003768721,0.00005057176,0.00001535247,0.00003456782],"genre_scores_gemma":[0.9944915,0.0001306039,0.0008490964,0.001155889,0.0001785056,0.003029859,0.00003386688,0.00002313045,0.0001075062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05531458,"threshold_uncertainty_score":0.9941617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772600426","doi":"10.12927/hcpol.2017.25324","title":"Personal Support Workers in Canada: The New Precariat?","year":2017,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Institute of Health Services and Policy Research; University of Toronto","funders":"University of Toronto","keywords":"Position (finance); Empirical research; Health care; Labour economics; Economic growth; Political science; Business; Sociology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.09641556052070796,"gpt":0.4356958330114653,"spread":0.3392802724907573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009370014,0.0003818149,0.0005727157,0.0001219543,0.003894183,0.00006096981,0.0007870201,0.0003605536,0.0009555317],"category_scores_gemma":[0.0009811907,0.0003061605,0.0001213002,0.0002352437,0.0002899744,0.0002175137,0.0005544827,0.001787363,0.0002582599],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005690304,"about_ca_system_score_gemma":0.0608176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998734,"about_ca_topic_score_gemma":0.9998042,"domain_scores_codex":[0.9952561,0.0009480086,0.0008090874,0.0004774922,0.0005273095,0.001982047],"domain_scores_gemma":[0.997041,0.0005411156,0.000557994,0.0009862673,0.0001589826,0.0007146273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004275462,0.00001614008,0.5371876,0.0003305823,0.000040672,0.00003775232,0.01826273,6.118726e-7,1.168388e-7,0.01305079,0.3726712,0.05835896],"study_design_scores_gemma":[0.000607227,0.00005227929,0.6098735,0.0005813624,0.00001845383,0.000004339032,0.01216251,0.00001296395,5.120986e-7,0.001246962,0.3752532,0.0001867048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06837524,0.008657575,0.000002306891,0.8986322,0.006155584,0.001164357,0.0002284004,0.00002668497,0.01675768],"genre_scores_gemma":[0.8589076,0.002924284,0.00002773088,0.0232588,0.006437312,0.00009557723,0.00001766666,0.00005784826,0.1082732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8753734,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887477001","doi":"10.12927/hcpol.2018.25552","title":"Improving Healthcare Providers’ Interactions with Trans Patients: Recommendations to Promote Cultural Competence","year":2018,"lang":"en","type":"article","venue":"Healthcare policy","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Competence (human resources); Health care; Nursing; Cultural competence; Population; Psychology; Business; Medicine; Political science; Social psychology; Environmental health; Pedagogy","retraction":null,"screen_n_in":null,"score":{"opus":0.05266440379912991,"gpt":0.4190805040427063,"spread":0.3664161002435764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000238869,0.0003845884,0.0003981304,0.0005787191,0.001242876,0.0001414904,0.0004190598,0.0001780867,0.0003345783],"category_scores_gemma":[0.0001680738,0.0003407932,0.0001025161,0.001210127,0.000210951,0.000523179,0.00007730661,0.0006586997,0.0008739568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000761241,"about_ca_system_score_gemma":0.0009813053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3207625,"about_ca_topic_score_gemma":0.1096257,"domain_scores_codex":[0.9963512,0.000442572,0.0007514262,0.0007996163,0.0003321285,0.00132299],"domain_scores_gemma":[0.9967587,0.00008593914,0.000312463,0.0007977474,0.001044984,0.001000157],"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":[0.0008651717,0.001333686,0.1793704,0.003073409,0.0001762122,0.00001869167,0.1120563,0.000001489444,0.0001302767,0.05601893,0.1015185,0.545437],"study_design_scores_gemma":[0.004291371,0.009319873,0.4883893,0.0006511846,0.0001321939,0.0002511766,0.006756917,0.00006990907,0.00006419172,0.001755298,0.4865169,0.001801657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3606386,0.0001717455,0.0008901732,0.6211535,0.002765075,0.003182787,0.0006799323,0.0005197633,0.009998484],"genre_scores_gemma":[0.9651527,0.00006375935,0.002844095,0.02466688,0.002869632,0.0004170586,0.0001872332,0.00009076412,0.003707843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6045142,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149040660","doi":"10.12927/hcpol.2006.17874","title":"Informing Policy Making and Management in Healthcare: The Place for Synthesis","year":2006,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Scope (computer science); Context (archaeology); Health care; Knowledge management; Knowledge transfer; Business; Public relations; Process management; Engineering ethics; Management science; Political science; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.2490258623350518,"gpt":0.4623984439888635,"spread":0.2133725816538117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009073173,0.0002447776,0.0007566719,0.001027494,0.0004702737,0.0001138641,0.0002931097,0.0001708455,0.000009122779],"category_scores_gemma":[0.001994081,0.000267261,0.00009694285,0.0005812735,0.00008180031,0.0003008504,0.0001031964,0.0002073859,0.0001078449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691478,"about_ca_system_score_gemma":0.0004446848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1224158,"about_ca_topic_score_gemma":0.01334466,"domain_scores_codex":[0.9950542,0.0002792595,0.003106865,0.0005381487,0.0001032541,0.0009182118],"domain_scores_gemma":[0.9965181,0.001477347,0.001242531,0.0005492046,0.00005016812,0.0001626785],"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":[0.00002031366,0.00002425857,0.02169934,0.001680541,0.00001731027,9.409066e-7,0.0008997738,0.00007291279,8.979225e-8,0.9657654,0.004112526,0.005706654],"study_design_scores_gemma":[0.001605225,0.0001202649,0.2540728,0.0006077706,0.000009508638,0.00003759895,0.00204278,0.005016741,0.000004320103,0.2744216,0.4612673,0.0007939964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03682943,0.004451526,0.0007808943,0.9498075,0.0002367656,0.002709551,0.0003790684,0.00007597642,0.004729309],"genre_scores_gemma":[0.9278663,0.0009686319,0.003247469,0.06465007,0.001436662,0.001196141,0.00001986466,0.00005899961,0.0005558161],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8910369,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297738114","doi":"10.12927/hcpol.2013.21178","title":"Factors Affecting Physician Performance: Implications for Performance Improvement and Governance","year":2009,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"NOSM University; College of Physicians and Surgeons of Ontario; Laurentian University; University of Toronto","funders":"","keywords":"Corporate governance; Business; Process management; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.08024241501907875,"gpt":0.4022344368873614,"spread":0.3219920218682827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002930277,0.0002096818,0.0002059684,0.0001185847,0.000576877,0.00003632109,0.0001362748,0.0001003959,0.00002834929],"category_scores_gemma":[0.00002418835,0.0001919034,0.00004918385,0.0002506029,0.00003505244,0.0001795534,0.00002014632,0.0001669413,0.00002625586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041882,"about_ca_system_score_gemma":0.0001299231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001108761,"about_ca_topic_score_gemma":0.0000237797,"domain_scores_codex":[0.9986187,0.00003068649,0.0003116005,0.0003393351,0.000138272,0.0005614412],"domain_scores_gemma":[0.999229,0.00006211024,0.0002006315,0.0002793427,0.00009743754,0.0001315124],"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":[0.00004969575,0.0000568004,0.1067841,0.0001594456,0.00001829698,5.101721e-8,0.008677749,0.000007751443,0.0002978057,0.009695066,0.0008784339,0.8733748],"study_design_scores_gemma":[0.0005401192,0.0006724459,0.9913531,0.0000501837,0.000008674767,0.000001698641,0.0003564716,0.0002426644,0.0004084428,0.0002681958,0.005886513,0.0002115068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881747,0.0002221123,0.00004763629,0.006691664,0.0001866752,0.0008525774,0.00003012627,0.00009230921,0.00370225],"genre_scores_gemma":[0.995231,0.000170697,0.0001118951,0.002755801,0.0006508473,0.0001242885,0.00006807447,0.00002144092,0.0008659104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8845689,"threshold_uncertainty_score":0.7825592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197692126","doi":"10.12927/hcpol.2021.26582","title":"Building Equitable Patient Partnerships during the COVID-19 Pandemic: Challenges and Key Considerations for Research and Policy","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"St. Michael's Hospital; Canadian Breast Cancer Network; Wellesley Institute; Canadian Partnership Against Cancer; University of Toronto; Canadian Cancer Society; Women's College Hospital","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Key (lock); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Public relations; Economic growth; Medicine; Economics; Virology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.6340072571776901,"gpt":0.5910207079386451,"spread":0.04298654923904499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003068168,0.000221979,0.0004478239,0.0004034038,0.006323352,0.00005499175,0.0001264038,0.0003171322,0.0000445681],"category_scores_gemma":[0.009565614,0.0001783951,0.0000540769,0.0004142533,0.0002526871,0.0001567399,0.0006171641,0.001108479,0.00001069678],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897028,"about_ca_system_score_gemma":0.01460408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008550285,"about_ca_topic_score_gemma":0.02288624,"domain_scores_codex":[0.9944175,0.002042198,0.0007272235,0.000597459,0.0003783284,0.001837235],"domain_scores_gemma":[0.9885563,0.00893994,0.0001867266,0.0005762387,0.0007141659,0.001026652],"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":[0.00009406321,0.00003809404,0.01648769,0.005326564,0.0000322903,0.00001798156,0.03103911,0.000001113508,0.0001614451,0.9254398,0.01151469,0.009847121],"study_design_scores_gemma":[0.001880631,0.0002921021,0.01840937,0.0001992157,0.00001459206,0.0002188855,0.01928461,0.00001257601,0.00005782011,0.298062,0.6612578,0.0003103754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1236434,0.03140279,0.00003207157,0.8398877,0.0002118989,0.001901175,0.0001992764,0.0001440749,0.002577562],"genre_scores_gemma":[0.8465714,0.02842449,0.001157615,0.1193783,0.00185521,0.001149571,0.0000187243,0.00005782193,0.001386833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.722928,"threshold_uncertainty_score":0.9987772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154959565","doi":"10.12927/hcpol.2014.23932","title":"Thinking about Accountability","year":2014,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto; Ministry of Health and Long Term Care","funders":"Canadian Institutes of Health Research; Canadian Medical Association; Cancer Care Ontario","keywords":"Accountability; Key (lock); Component (thermodynamics); Political science; Public relations; Public administration; Psychology; Sociology; Computer science; Law; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.06075252167290651,"gpt":0.3334498336941105,"spread":0.272697312021204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004160143,0.00047635,0.001000854,0.0007070957,0.0006645711,0.0002829227,0.0007813055,0.0006160101,0.0006205029],"category_scores_gemma":[0.001163388,0.0006664324,0.000321859,0.0009588015,0.000267999,0.000467193,0.0003812936,0.00085339,0.003987299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676368,"about_ca_system_score_gemma":0.0004351005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4301521,"about_ca_topic_score_gemma":0.01605992,"domain_scores_codex":[0.9946447,0.0003886818,0.001746067,0.001100244,0.0001820466,0.001938258],"domain_scores_gemma":[0.9967409,0.0002779227,0.0007416122,0.001407349,0.0001452095,0.0006869677],"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":[0.00001129057,0.0001107977,0.009763955,0.001750368,0.00003524445,0.000002147054,0.002772325,0.0000208466,1.454392e-7,0.7911121,0.005556859,0.1888639],"study_design_scores_gemma":[0.0003722694,0.0001489059,0.0351006,0.0002303894,0.000007030483,0.000008160764,0.0001264583,0.0009543907,0.000003887288,0.2254542,0.7371781,0.0004155538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007913528,0.03616576,0.003764639,0.8406655,0.006075905,0.0009004154,0.0006611982,0.0002041518,0.1036489],"genre_scores_gemma":[0.8823414,0.00881689,0.001953963,0.0822945,0.006904131,0.000106742,0.00005154435,0.000114974,0.01741579],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8744279,"threshold_uncertainty_score":0.9995787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940517996","doi":"10.12927/hcpol.2019.25795","title":"The Regulatory Challenge of Mobile Health: Lessons for Canada","year":2019,"lang":"fr","type":"review","venue":"Healthcare policy","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"mHealth; Business; Internet privacy; Health care; Mobile apps; Mobile technology; Health benefits; Mobile device; Risk analysis (engineering); Computer science; Medicine; Economic growth; World Wide Web; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.1744582046119215,"gpt":0.5130884893648634,"spread":0.3386302847529419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.006306148,0.001285928,0.005079392,0.0004785555,0.005633998,0.00002412439,0.001729824,0.002023855,0.0001542133],"category_scores_gemma":[0.001496554,0.001044985,0.0009253019,0.001503341,0.0005012617,0.00009255255,0.0004052362,0.003805493,0.0003187124],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009933497,"about_ca_system_score_gemma":0.2616449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8967525,"about_ca_topic_score_gemma":0.9309829,"domain_scores_codex":[0.9797766,0.00509125,0.007191672,0.001623902,0.001156733,0.005159838],"domain_scores_gemma":[0.9722533,0.01192152,0.006897793,0.004018416,0.001646773,0.00326225],"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":[0.0000284834,0.00007680813,0.000007775319,0.1703565,0.00005202143,3.789175e-7,0.0003886863,0.000002586752,1.601699e-8,0.2743464,0.08273352,0.4720067],"study_design_scores_gemma":[0.0008359044,0.001132516,0.0001662619,0.01934814,0.0001405376,0.00001062562,0.001263262,0.00003672806,1.756227e-7,0.001920574,0.9745885,0.000556809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003167006,0.6284047,0.00003816565,0.3196876,0.004077697,0.04026591,0.006550873,0.00006319901,0.0009086092],"genre_scores_gemma":[0.0007336256,0.8645599,0.0002821787,0.012958,0.004148052,0.1061639,0.0009929821,0.0003340289,0.009827385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8918549,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155272938","doi":"10.12927/hcpol.2013.21639","title":"Making Health System Performance Measurement Useful to Policy Makers: Aligning Strategies, Measurement and Local Health System Accountability in Ontario","year":2010,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accountability; Balanced scorecard; Process management; Stewardship (theology); Business; Performance measurement; Health policy; Health indicator; Performance indicator; Medicine; Public health; Political science; Nursing; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.1927048119103893,"gpt":0.441937406084021,"spread":0.2492325941736317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01451399,0.0008013399,0.001863174,0.001636331,0.002534474,0.0001094571,0.0005897542,0.000585266,0.00003455873],"category_scores_gemma":[0.0003080331,0.0007775268,0.0001382547,0.001528235,0.0001304214,0.0005250609,0.000447116,0.003408751,0.0001250427],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.08365599,"about_ca_system_score_gemma":0.1159874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.889775,"about_ca_topic_score_gemma":0.9533317,"domain_scores_codex":[0.9870303,0.002210842,0.003351842,0.001381251,0.002267074,0.003758684],"domain_scores_gemma":[0.9940455,0.0002181077,0.00114817,0.001458812,0.001131147,0.001998254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114608,0.000310886,0.6018443,0.07956653,0.0001181913,0.0000314264,0.0893213,0.00008450717,0.00007592714,0.1195795,0.009357546,0.09856382],"study_design_scores_gemma":[0.003045425,0.0009944881,0.8299758,0.009323064,0.00001685576,0.00009525914,0.05472049,0.0001806577,0.000008287557,0.000129108,0.100519,0.0009915509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.52038,0.003839028,0.002075844,0.4286513,0.00560946,0.01750919,0.0002696068,0.001662728,0.02000285],"genre_scores_gemma":[0.9414071,0.0001093565,0.0009464991,0.05520946,0.00129174,0.0008319091,0.00002106306,0.0001137923,0.00006908089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4210272,"threshold_uncertainty_score":0.9994676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W47864535","doi":"10.12927/hcpol.2006.17878","title":"Bariatric Surgery in Canada","year":2006,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Obesity; Surgery; Obesity Surgery; General surgery; Weight loss; Gastric bypass; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02496930603653386,"gpt":0.2909625498096052,"spread":0.2659932437730714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008026342,0.0003476437,0.0009639308,0.0008507615,0.0001123216,0.00001846459,0.0001147331,0.0003047966,0.0004990388],"category_scores_gemma":[0.0007022957,0.0003716933,0.0002070683,0.002546606,0.00005267629,0.0001094578,0.00004960079,0.0006653844,0.0001729815],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006524245,"about_ca_system_score_gemma":0.04936942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998322,"about_ca_topic_score_gemma":0.9969296,"domain_scores_codex":[0.9956959,0.0004785117,0.001159898,0.0004410237,0.0004802159,0.00174449],"domain_scores_gemma":[0.9967696,0.00185423,0.0002069615,0.000478292,0.000108749,0.0005821502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004641608,0.00008191046,0.8285292,0.001011419,0.00001608369,0.0009733788,0.0000635482,0.00002783485,9.623554e-7,0.02095274,0.08825822,0.06003826],"study_design_scores_gemma":[0.0004672262,0.00002082806,0.8474115,0.0003261869,0.00003519949,0.000173328,0.0001535974,0.00007910989,0.00002050688,0.0009771701,0.1500548,0.0002805647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4210405,0.1424681,0.000007135587,0.4158615,0.01250335,0.0005409363,0.0001717073,0.00006178346,0.007345024],"genre_scores_gemma":[0.9651104,0.003226265,0.00005085872,0.01185653,0.01101483,0.00002170218,0.0000672837,0.00005454979,0.008597592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5440699,"threshold_uncertainty_score":0.9998735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136325259","doi":"10.12927/hcpol.2011.22177","title":"Access to Cancer Drugs in Canada: Looking Beyond Coverage Decisions","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Toronto; University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Cancer drugs; Consistency (knowledge bases); Cancer; Drug; Medicine; Selection (genetic algorithm); Family medicine; Business; Pharmacology; Internal medicine; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.08605462825695248,"gpt":0.3198592791769145,"spread":0.233804650919962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002516051,0.0001900258,0.0005023669,0.0005005873,0.0001090677,0.00005313457,0.000471855,0.0000964232,0.0006418649],"category_scores_gemma":[0.0002218169,0.0002365527,0.00006070631,0.000554348,0.00002209962,0.0004059797,0.0001496077,0.0002295344,0.0001684952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003396408,"about_ca_system_score_gemma":0.0027622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967085,"about_ca_topic_score_gemma":0.987728,"domain_scores_codex":[0.9979929,0.00001395556,0.0007668226,0.000449871,0.00004559238,0.0007308594],"domain_scores_gemma":[0.9988265,0.00005676859,0.0002589871,0.0003844139,0.00004594579,0.0004273596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005012089,0.0000306227,0.7375109,0.00003159355,0.00001560579,0.00001027294,0.003086023,0.00009089513,5.464021e-7,0.1976992,0.006344269,0.05512999],"study_design_scores_gemma":[0.0004052521,0.00003323012,0.8898755,0.00006883616,0.00000135747,0.000001721788,0.0001013992,0.00005071898,0.00003879995,0.05534173,0.05374029,0.0003411399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932234,0.003197273,0.0002713428,0.01932362,0.001115575,0.0005124463,0.0009213233,0.00002748665,0.08140752],"genre_scores_gemma":[0.9764781,0.001548387,0.0001216351,0.02101101,0.0003504114,0.00009880529,0.000005029883,0.00003714358,0.0003495076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523646,"threshold_uncertainty_score":0.964634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115095217","doi":"10.12927/hcpol.2006.18121","title":"Obesity and Joint Replacement Surgery in Canada: Findings from the Canadian Joint Replacement Registry (CJRR)","year":2006,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Osteoarthritis; Joint replacement; Medicine; Obesity; Overweight; Knee replacement; Arthroplasty; Hip replacement; Physical therapy; Total joint replacement; Obesity Surgery; Knee Joint; Risk factor; Joint arthroplasty; Surgery; Weight loss; Internal medicine; Alternative medicine; Gastric bypass; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.03026671365446986,"gpt":0.2623076161795849,"spread":0.2320409025251151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005960138,0.0002611268,0.0005807711,0.0002520058,0.0003149271,0.00003606018,0.00007041862,0.0001178421,0.0001002999],"category_scores_gemma":[0.0005075859,0.0002128958,0.0000797516,0.0003315035,0.00009335538,0.00003071953,0.00008181328,0.0004517861,0.00001751952],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007018625,"about_ca_system_score_gemma":0.01457643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999588,"about_ca_topic_score_gemma":0.9999659,"domain_scores_codex":[0.9972348,0.000146107,0.0007692631,0.0004986546,0.0004975053,0.0008536914],"domain_scores_gemma":[0.9981785,0.000211118,0.0001711181,0.0007529093,0.00007864488,0.0006076932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007148971,0.00002534577,0.9490597,0.000113067,0.00001904045,0.0001441637,0.0003091874,0.000004451544,0.00002219365,0.0007612556,0.04892245,0.000547622],"study_design_scores_gemma":[0.000751182,0.00005879617,0.981688,0.0002914027,0.00001351756,0.0001016655,0.0004873817,0.00004129358,0.0001783579,0.0001754909,0.01602982,0.0001831131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7942165,0.000744904,6.416377e-7,0.2035659,0.000210975,0.000561988,0.0001503607,0.00002630648,0.0005225266],"genre_scores_gemma":[0.9829171,0.00007771584,0.0000817184,0.01551196,0.0003802635,0.00003803763,0.00008931794,0.00003248145,0.0008714345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887006,"threshold_uncertainty_score":0.9967933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885006416","doi":"10.12927/hcpol.2018.25555","title":"Centralized Waiting Lists for Unattached Patients in Primary Care: Learning from an Intervention Implemented in Seven Canadian Provinces","year":2018,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Michael Smith Health Research BC; Dalhousie University; Hôpital Charles-Le Moyne; University of Victoria; Université de Moncton; Manitoba Health; Women's College Hospital; Université de Sherbrooke; BC Centre for Disease Control; Canadian Institutes of Health Research","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Université de Sherbrooke; Queen's University; Université de Moncton; Michael Smith Health Research BC; Research Manitoba","keywords":"Primary care; Intervention (counseling); Waiting list; Medicine; Medical emergency; Family medicine; Nursing; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.05835793642932158,"gpt":0.4656417216127876,"spread":0.407283785183466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009046141,0.0002667691,0.0005557345,0.0007969541,0.0008307246,0.00002194957,0.0002898053,0.0003516488,0.0001230208],"category_scores_gemma":[0.0004936616,0.0002807113,0.00008962318,0.0005340463,0.00004616377,0.0003327708,0.0001155041,0.0008340692,0.00003278147],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01100689,"about_ca_system_score_gemma":0.008866319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9561128,"about_ca_topic_score_gemma":0.9841054,"domain_scores_codex":[0.994685,0.001415057,0.001320912,0.0005634874,0.0002525027,0.001763077],"domain_scores_gemma":[0.9978396,0.0003367859,0.0004258892,0.000316006,0.0004527676,0.000628904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002516157,0.00006051743,0.9116233,0.001333758,0.000008675341,0.000003503573,0.02544161,7.84542e-7,0.0000063204,0.0006848986,0.0008199257,0.05976507],"study_design_scores_gemma":[0.004901325,0.0005115326,0.94682,0.0006306539,0.000007598052,2.118121e-7,0.006928668,0.0001532627,0.000009964588,0.0005745628,0.03918915,0.000273122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739666,0.0002775852,0.00001340466,0.01910257,0.0006789885,0.00321254,0.0005416897,0.0001094397,0.00209719],"genre_scores_gemma":[0.9739994,0.00007448666,0.0003616984,0.01999966,0.0009440983,0.0005053413,0.003900165,0.00006202796,0.0001530541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05949195,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082177436","doi":"10.12927/hcpol.2013.21637","title":"The Continuing Saga of Emergency Room Overcrowding: Are We Aiming at the Right Target?","year":2010,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Hôpital Charles-Le Moyne","funders":"","keywords":"Overcrowding; Modalities; Healthcare system; Health care; Medical emergency; Business; Medicine; Political science; Sociology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.06660488562768584,"gpt":0.4396054342947978,"spread":0.3730005486671119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001991978,0.0003254653,0.0005935142,0.0001624226,0.003661464,0.00001477955,0.0007348082,0.0004280843,0.001420149],"category_scores_gemma":[0.001117601,0.0001886124,0.0002527847,0.0005695229,0.0001221617,0.0001421244,0.0005112297,0.002137712,0.0002435742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006912656,"about_ca_system_score_gemma":0.002025991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009181139,"about_ca_topic_score_gemma":0.04998631,"domain_scores_codex":[0.9950899,0.000883535,0.00148064,0.0004145801,0.0005389459,0.001592422],"domain_scores_gemma":[0.994939,0.001837492,0.001049195,0.001250908,0.0004971702,0.0004262202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000205458,0.00005974104,0.281447,0.002251695,0.00007106776,0.00001229778,0.02316348,0.000001827711,0.001420099,0.135489,0.5339003,0.02197808],"study_design_scores_gemma":[0.0004070632,0.00004662419,0.07157378,0.0001768245,0.0000161349,0.000005441784,0.002146591,0.00001496549,0.000216276,0.007656307,0.9175385,0.0002014889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.221892,0.008465971,0.00003022298,0.7337496,0.008315015,0.001982887,0.000234364,0.0002147829,0.0251151],"genre_scores_gemma":[0.9404417,0.00618603,0.0002024966,0.02559978,0.004333605,0.0002977198,0.00002995075,0.0001061752,0.02280254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7185497,"threshold_uncertainty_score":0.9994927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014395745","doi":"10.12927/hcpol.2013.23479","title":"Cost-Control Mechanisms in Canadian Private Drug Plans","year":2013,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Business; Control (management); Payment; Private insurance; Private sector; Plan (archaeology); Currency; Actuarial science; Prescription drug; Public economics; Finance; Medical prescription; Health insurance; Economics; Health care; Medicine; Economic growth; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.04502489404692464,"gpt":0.2843396535819377,"spread":0.2393147595350131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007612105,0.0002281397,0.000472793,0.001298759,0.0001700996,0.00008356968,0.0003433512,0.0001657815,0.0003734163],"category_scores_gemma":[0.0001784861,0.0002773774,0.00007980692,0.0005764166,0.00003077107,0.0002390651,0.00004598461,0.0003312581,0.003835043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400631,"about_ca_system_score_gemma":0.0005059617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945705,"about_ca_topic_score_gemma":0.9260237,"domain_scores_codex":[0.9969916,0.00007186036,0.0008454964,0.0004897795,0.00005528416,0.001545985],"domain_scores_gemma":[0.9981664,0.00004654154,0.0001957081,0.0005139366,0.00003770616,0.001039652],"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":[0.000003579802,0.00002154805,0.01653275,0.0001008906,0.0000110126,0.000008485174,0.0008767603,0.00001909772,8.386714e-7,0.975165,0.00205832,0.005201691],"study_design_scores_gemma":[0.001002295,0.00006181044,0.1124597,0.00004624749,0.000001519076,0.000005533441,0.0001615659,0.001409192,0.00001071992,0.3680539,0.5163519,0.0004356409],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03862526,0.0009566721,0.001657047,0.914108,0.0008173634,0.003884756,0.001350916,0.0001611869,0.03843878],"genre_scores_gemma":[0.9553561,0.0002342965,0.0003647788,0.04214013,0.0002864524,0.0005568342,0.00003002716,0.0000430556,0.0009883499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9167308,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1908758654","doi":"10.12927/hcpol.2015.24361","title":"How Can Health System Efficiency Be Improved in Canada?","year":2015,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"McMaster University; Canadian Institute for Health Information","funders":"Canadian Institutes of Health Research","keywords":"Data envelopment analysis; Health care; Public health; Psychological intervention; Population; Business; Environmental health; Population health; Health policy; Actuarial science; Value (mathematics); Public economics; Medicine; Economics; Computer science; Economic growth; Nursing; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.07978624522913995,"gpt":0.2910676877780901,"spread":0.2112814425489501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002318568,0.0005414405,0.001430996,0.001058767,0.000273918,0.000176888,0.0006030449,0.0003183882,0.00001241302],"category_scores_gemma":[0.0006046607,0.0007439719,0.000140079,0.001766192,0.0001041217,0.0002468346,0.0002300551,0.0008121769,0.00005721685],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03784576,"about_ca_system_score_gemma":0.02892464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998366,"about_ca_topic_score_gemma":0.9990367,"domain_scores_codex":[0.993437,0.0004478369,0.001904184,0.001082769,0.000225608,0.002902601],"domain_scores_gemma":[0.9955121,0.00009480119,0.00106396,0.001044722,0.000171356,0.002113071],"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":[0.00002579072,0.0001133962,0.01335399,0.004912427,0.00003418416,0.00006626656,0.005335633,0.0001104925,1.132499e-7,0.9093062,0.01873443,0.04800708],"study_design_scores_gemma":[0.001565468,0.0005038249,0.006468719,0.0005795037,0.00000440958,0.00004510451,0.01019245,0.007096122,0.000003373581,0.001730631,0.9710786,0.0007317934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0080109,0.04844612,0.0002204132,0.9296826,0.005265491,0.001536662,0.002812951,0.00007520931,0.003949688],"genre_scores_gemma":[0.9405962,0.002620042,0.0003478412,0.04602317,0.001496388,0.0001558306,0.00007051194,0.00009666595,0.008593327],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9523442,"threshold_uncertainty_score":0.9995011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3076197966","doi":"10.12927/hcpol.2020.26294","title":"Hospital Discharge Planning for People Experiencing Homelessness Leaving Acute Care: A Neglected Issue","year":2020,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Ministry of Transportation of Ontario; Health Sciences Centre; Sunnybrook Health Science Centre; McGill University Health Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Discharge planning; Hospital discharge; Acute care; Medicine; Health care; Acute hospital; Nursing; Patient discharge; Medical emergency; MEDLINE; Intensive care medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.04814710541174302,"gpt":0.4352868766980966,"spread":0.3871397712863536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001292634,0.0003713876,0.001116514,0.0001603199,0.002269371,0.00004975976,0.0003759885,0.0004124897,0.00009367237],"category_scores_gemma":[0.0005127001,0.0003645872,0.0001719107,0.0009341298,0.00004697663,0.0002738275,0.0002162215,0.0007614927,0.0001166435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004949911,"about_ca_system_score_gemma":0.001298224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0204153,"about_ca_topic_score_gemma":0.00648775,"domain_scores_codex":[0.9963735,0.0003696656,0.0007664303,0.0006332401,0.0003392877,0.001517829],"domain_scores_gemma":[0.997756,0.0003476398,0.0003395857,0.0003196002,0.0004933889,0.0007437642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008883855,0.00002554646,0.06403105,0.002103442,0.00003893502,0.000009436913,0.923348,0.000004035399,0.0002021342,0.004748847,0.0003550476,0.005044687],"study_design_scores_gemma":[0.001555684,0.0004687931,0.03758289,0.0005192015,0.0000382205,3.053084e-7,0.9388793,0.0002070848,0.0002217177,0.0001785417,0.01972836,0.0006199872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655761,0.002135981,0.001131564,0.02648723,0.001018174,0.00227447,0.000290131,0.0005489915,0.0005373879],"genre_scores_gemma":[0.9891298,0.0001836682,0.0003508696,0.002990668,0.005604594,0.001293151,0.0001968638,0.0001340596,0.0001163299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02644817,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958476695","doi":"10.12927/hcpol.2019.25857","title":"Policies for Deprescribing: An International Scan of Intended and Unintended Outcomes of Limiting Sedative-Hypnotic Use in Community-Dwelling Older Adults","year":2019,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Women's College Hospital; Université de Montréal; Canadian Bio-Systems (Canada); University of Toronto; Dalhousie University; Institut Universitaire de Gériatrie de Montréal; Institute for Work & Health; Institute of Health Services and Policy Research","funders":"Canadian Institutes of Health Research","keywords":"Deprescribing; Sedative/hypnotic; Limiting; Sedative; Hypnotic; Unintended consequences; Medicine; Psychiatry; Psychology; Polypharmacy; Intensive care medicine; Political science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.2085229693372768,"gpt":0.4608007810686757,"spread":0.2522778117313988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004264986,0.0001497367,0.0004867402,0.0004194369,0.00005143722,0.00001454809,0.0001455726,0.00008399469,0.00001108718],"category_scores_gemma":[0.001496652,0.00013044,0.00007721363,0.0001909492,0.0001209964,0.0003608073,0.00009974948,0.0004169337,8.074173e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031103,"about_ca_system_score_gemma":0.0001547239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0219417,"about_ca_topic_score_gemma":0.001358139,"domain_scores_codex":[0.9985263,0.0002455843,0.0005666685,0.0001745452,0.000200657,0.000286231],"domain_scores_gemma":[0.997895,0.001019056,0.0002937876,0.0002946022,0.0003232526,0.0001742953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007551043,0.0002542378,0.9745381,0.001083509,0.00006641777,9.466276e-7,0.007544143,0.00001208913,0.0003099496,0.01060367,0.000002556045,0.004829255],"study_design_scores_gemma":[0.004310156,0.0006218226,0.9745818,0.001319926,0.00004042898,0.00001275703,0.008118414,0.008738425,0.001494684,0.0004861513,0.0001344104,0.0001409818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905227,0.00006971145,0.00004267737,0.007988959,0.0001189476,0.0008439302,0.00006636787,0.00002018781,0.0003265286],"genre_scores_gemma":[0.9966145,0.00007731252,0.0008249615,0.002261412,0.00004629783,0.00001152313,0.00007694348,0.00002260812,0.00006449813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02058356,"threshold_uncertainty_score":0.9845713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2756050684","doi":"10.12927/hcpol.2017.25193","title":"An Integrated Needs-Based Approach to Health Service and Health Workforce Planning: Applications for Pandemic Influenza","year":2017,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Hamilton Health Sciences; Dalhousie University","funders":"Canadian Institutes of Health Research; Ministry of Health, British Columbia; Nova Scotia Department of Health and Wellness; Department of Health, Western Cape Government; Nova Scotia Health Research Foundation","keywords":"Workforce; Business; Pandemic; Health care; Context (archaeology); Variety (cybernetics); Workforce planning; Surge Capacity; Service (business); Natural disaster; Needs assessment; Coronavirus disease 2019 (COVID-19); Medicine; Economic growth; Marketing; Computer science; Political science; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.3073006300432746,"gpt":0.5646547833753902,"spread":0.2573541533321156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002681303,0.0004864778,0.001106645,0.0007452163,0.007445824,0.000106352,0.0009435618,0.000449108,0.000008668265],"category_scores_gemma":[0.0002426237,0.0004596614,0.00009385212,0.0007521884,0.00009490315,0.0003295414,0.000199662,0.001137574,0.00005116752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546133,"about_ca_system_score_gemma":0.01987586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07092401,"about_ca_topic_score_gemma":0.008364275,"domain_scores_codex":[0.994494,0.0006914106,0.001470225,0.0008466502,0.0003469645,0.002150817],"domain_scores_gemma":[0.9933004,0.0004216527,0.001224846,0.001966653,0.0006206452,0.002465828],"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":[0.0008637112,0.0004371452,0.4479106,0.01719074,0.00005835879,9.312088e-7,0.03646816,0.0002936094,0.00001262098,0.09863386,0.08071534,0.3174149],"study_design_scores_gemma":[0.002522781,0.0007409386,0.1293587,0.0005640678,0.00001127944,0.000005316523,0.00510966,0.0008357706,0.000001204596,0.001394252,0.8589497,0.0005062955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01245873,0.004281712,0.0770162,0.8788336,0.0006398311,0.0196784,0.001508911,0.00123334,0.004349298],"genre_scores_gemma":[0.238574,0.0002490643,0.01569974,0.7373285,0.001605123,0.005282762,0.0006786453,0.000150299,0.0004318788],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7782344,"threshold_uncertainty_score":0.9997855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135819475","doi":"10.12927/hcpol.2021.26432","title":"Paramedics Have Untapped Potential to Address Social Determinants of Health in Canada","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"St. Michael's Hospital","funders":"University of Toronto","keywords":"Business; Social determinants of health; Corporate governance; Health care; Service (business); Health services; Public relations; Nursing; Medicine; Medical emergency; Environmental health; Political science; Public health; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.04707386422572715,"gpt":0.3965685326538311,"spread":0.3494946684281039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001385678,0.0001411571,0.0006376033,0.0001275796,0.0001227882,0.000002364812,0.00007044569,0.00006776863,0.00003048555],"category_scores_gemma":[0.0002604926,0.0001413537,0.00006810368,0.0004557628,0.0000367757,0.0000188506,0.00008190502,0.0002146374,0.000002177476],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008261948,"about_ca_system_score_gemma":0.01322581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9657375,"about_ca_topic_score_gemma":0.9842619,"domain_scores_codex":[0.9980954,0.0001448522,0.0006262944,0.0002517353,0.0003230833,0.0005586579],"domain_scores_gemma":[0.9991246,0.00002787418,0.0001310783,0.000191817,0.0002573802,0.000267246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165214,0.0002686791,0.5722552,0.003901357,0.0001214674,0.001086631,0.01456207,0.00001111768,0.0002265703,0.00124398,0.08067352,0.3253329],"study_design_scores_gemma":[0.001660641,0.0003617368,0.9642285,0.0008134723,0.00002593073,0.0001085907,0.01314828,0.00004902453,0.00131722,0.0002299013,0.01777063,0.0002861067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8243634,0.002858288,0.000007018293,0.1712052,0.000459259,0.0003871876,0.0002790533,0.00001352709,0.0004270819],"genre_scores_gemma":[0.9802512,0.001088435,0.00008774421,0.01791866,0.0004502649,0.00002018085,0.00004171081,0.00001765911,0.0001241736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919733,"threshold_uncertainty_score":0.9923683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}