{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":112,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":112,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7e67722a62b1","filters":{"venue":"The European Journal of Health Economics"}},"results":[{"id":"W2154795762","doi":"10.1007/s10198-003-0182-5","title":"A single European currency for EQ-5D health states","year":2003,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":462,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"EQ-5D; Valuation (finance); Population; Preference; Statistics; Index (typography); Visual analogue scale; Medicine; Demography; Econometrics; Mathematics; Environmental health; Economics; Physical therapy; Computer science","authors":[{"name":"Wolfgang Greiner","is_ca":false},{"name":"Tom Weijnen","is_ca":false},{"name":"Martin Nieuwenhuizen","is_ca":false},{"name":"S Oppe","is_ca":false},{"name":"Xavier Badı́a","is_ca":false},{"name":"Jan J.V. Busschbach","is_ca":false},{"name":"Martin Buxton","is_ca":false},{"name":"Paul Dolan","is_ca":false},{"name":"Paul Kind","is_ca":false},{"name":"Paul F. M. Krabbe","is_ca":false},{"name":"Arto Öhinmaa","is_ca":true},{"name":"David Parkin","is_ca":false},{"name":"Montserat Roset","is_ca":false},{"name":"Harri Sintonen","is_ca":false},{"name":"Aki Tsuchiya","is_ca":false},{"name":"Frank de Charro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5644695929001176,"gpt":0.4135549235141627,"spread":0.1509146693859549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1198244,0.000334077,0.001585602,0.0003775144,0.0007072096,0.0001902018,0.0008331263,0.00003446433,0.0001106103],"category_scores_gemma":[0.00254653,0.0003328978,0.0003671055,0.000154025,0.0001281913,0.0005050657,0.00006218473,0.0004366781,0.0008816611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110375,"about_ca_system_score_gemma":0.0007925173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007350754,"about_ca_topic_score_gemma":0.00003892885,"domain_scores_codex":[0.9815373,0.006240463,0.01061516,0.0005246978,0.00008674041,0.0009955697],"domain_scores_gemma":[0.9852824,0.001210465,0.01212429,0.0007103129,0.0001489927,0.0005235745],"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":[0.0001741842,0.001268342,0.007197307,0.00230539,0.000674719,0.00001183402,0.02994805,0.008068001,0.00000375969,0.3200899,0.5610541,0.06920445],"study_design_scores_gemma":[0.002149747,0.001188084,0.003751392,0.000195404,0.000008827496,0.0001150275,0.002171307,0.00057694,0.000003236248,0.01922514,0.9702147,0.0004001615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2269439,0.07928719,0.1613276,0.4522949,0.01227576,0.004869186,0.001457457,0.0001876586,0.06135635],"genre_scores_gemma":[0.8422102,0.01126154,0.0310379,0.109831,0.003589824,0.00003048136,0.0000938037,0.0005499354,0.001395327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6152663,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037656320","doi":"10.1007/s10198-020-01217-5","title":"Cost and effects of integrated care: a systematic literature review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"The European Journal of Health Economics","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":239,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"NIHR Oxford Biomedical Research Centre","keywords":"Meta-analysis; CINAHL; Checklist; Cochrane Library; MEDLINE; Health care; Integrated care; Medicine; Scopus; Psychological intervention; Systematic review; Nursing; Psychology; Internal medicine; Political science","authors":[{"name":"Stephen Rocks","is_ca":false},{"name":"Daniela Berntson","is_ca":false},{"name":"Alejandro Gil-Salmerón","is_ca":false},{"name":"Mudathira Kadu","is_ca":true},{"name":"Nieves Ehrenberg","is_ca":false},{"name":"Viktoria Stein","is_ca":false},{"name":"Apostolos Tsiachristas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1071409758425098,"gpt":0.4494284845180969,"spread":0.3422875086755871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005484572,0.0003031441,0.005685646,0.0002629141,0.0002788869,0.00002870937,0.00031661,0.00007714361,0.00003729109],"category_scores_gemma":[0.000515141,0.00015138,0.0007148958,0.0005826408,0.00004579714,0.00008625461,0.00009469142,0.001184472,0.00001787922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002526431,"about_ca_system_score_gemma":0.002546832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005787528,"about_ca_topic_score_gemma":0.00001124569,"domain_scores_codex":[0.9814698,0.01491015,0.003158964,0.0001901917,0.0000929859,0.0001779331],"domain_scores_gemma":[0.9911442,0.001194059,0.006654045,0.0003197226,0.0004945376,0.0001934506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008612498,0.00001144689,8.028117e-7,0.9520608,0.01808035,0.00000584777,0.004243333,3.680118e-7,6.501401e-9,0.0002253503,0.002346973,0.02301608],"study_design_scores_gemma":[0.0001595814,0.0001280237,0.000006489084,0.1540223,0.2506533,0.00005058533,0.001078877,0.000002769987,1.50964e-8,0.000009824057,0.5937613,0.0001269905],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003180106,0.9917253,0.0000636664,0.004525885,0.0004051613,0.003002156,0.0001157869,0.000005179212,0.000153728],"genre_scores_gemma":[0.00003317422,0.9941944,0.0001624741,0.005127248,0.0001069011,0.00005808444,0.00005045974,0.00003946104,0.0002277406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7980385,"threshold_uncertainty_score":0.6173098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081270036","doi":"10.1007/s10198-013-0471-6","title":"Consolidated Health Economic Evaluation Reporting Standards (CHEERS) statement","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":236,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Institute of Health Economics","funders":"","keywords":"Checklist; Government (linguistics); Statement (logic); Delphi method; Consolidated Standards of Reporting Trials; Systematic review; Economic evaluation; Psychological intervention; Public relations; Delphi; Political science; MEDLINE; Medicine; Medical education; Psychology; Nursing; Computer science; Law","authors":[{"name":"Don Husereau","is_ca":true},{"name":"Michael Drummond","is_ca":false},{"name":"Stavros Petrou","is_ca":false},{"name":"Chris Carswell","is_ca":false},{"name":"David Moher","is_ca":true},{"name":"Dan Greenberg","is_ca":false},{"name":"Federico Augustovski","is_ca":false},{"name":"Andrew Briggs","is_ca":false},{"name":"Josephine Mauskopf","is_ca":false},{"name":"Elizabeth Loder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4468052633388954,"gpt":0.4803016239765781,"spread":0.03349636063768274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.2728596,0.0003537935,0.0019961,0.0004501439,0.0006586718,0.0003272271,0.0007599328,0.00005505383,0.001292499],"category_scores_gemma":[0.004166349,0.0003490815,0.0003080815,0.0001200532,0.0001478451,0.001070495,0.0001197863,0.00053295,0.002004924],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006216241,"about_ca_system_score_gemma":0.003880246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262963,"about_ca_topic_score_gemma":0.0001307031,"domain_scores_codex":[0.963917,0.006148942,0.02797954,0.0006495155,0.0002651837,0.001039883],"domain_scores_gemma":[0.949478,0.0006254198,0.04808293,0.0008538086,0.0004262099,0.0005335911],"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":[0.0001007387,0.0003112187,0.01168571,0.0008845627,0.0009664916,0.00000746641,0.0182598,0.03067521,0.000004512234,0.0296564,0.8298449,0.07760296],"study_design_scores_gemma":[0.008179173,0.002050607,0.08732459,0.0007633906,0.00005795866,0.000467428,0.01613264,0.04147846,0.00001597067,0.03626649,0.8057218,0.001541473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6326382,0.01281148,0.008066266,0.3243602,0.004297163,0.003467911,0.0005417378,0.00007861249,0.01373848],"genre_scores_gemma":[0.9632892,0.002802621,0.003786466,0.02832268,0.001293137,0.00004398251,0.00005999785,0.0001495012,0.0002524338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330651,"threshold_uncertainty_score":0.9998961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042239404","doi":"10.1007/s10198-004-0233-6","title":"Estimating rural households? willingness to pay for health insurance","year":2004,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":139,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon University","funders":"Economic Research Institute; Tarbiat Modares University","keywords":"Willingness to pay; Business; Health insurance; Actuarial science; Environmental health; Public economics; Economics; Health care; Economic growth; Medicine; Microeconomics","authors":[{"name":"Ali Asgary","is_ca":true},{"name":"Ken Willis","is_ca":false},{"name":"Ali Akbar Taghvaei","is_ca":false},{"name":"Mojtaba Rafeian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08406450339868839,"gpt":0.3002190138086522,"spread":0.2161545104099639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009666719,0.0001825952,0.0006675308,0.0001443966,0.000449346,0.00009304789,0.0005804692,0.00002036358,0.000004424851],"category_scores_gemma":[0.0001761215,0.0001490085,0.0001675529,0.0001373571,0.00003446593,0.00022022,0.00007599036,0.0002819377,0.0001183346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005566486,"about_ca_system_score_gemma":0.0002941918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000561872,"about_ca_topic_score_gemma":0.00007617914,"domain_scores_codex":[0.9966939,0.0001808709,0.002264021,0.000217652,0.00003274212,0.0006108047],"domain_scores_gemma":[0.9969083,0.00008642313,0.002256189,0.0003600709,0.00004949482,0.0003395102],"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":[0.000230578,0.0003040724,0.006907006,0.001055935,0.0002157977,0.00001110716,0.01598117,0.3158554,0.000001380497,0.2819818,0.00817273,0.369283],"study_design_scores_gemma":[0.005881762,0.003345577,0.1427255,0.00078639,0.00000827896,0.0001638886,0.0008728445,0.00195568,0.0000118982,0.09265678,0.7507157,0.0008756772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3827329,0.002453252,0.2853709,0.3234095,0.003419523,0.001149346,0.0002442766,0.00004643716,0.001173883],"genre_scores_gemma":[0.9502933,0.0009068669,0.02405245,0.02356179,0.001044485,0.000008211119,0.000003370053,0.00007092796,0.00005862847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.742543,"threshold_uncertainty_score":0.6076389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102189871","doi":"10.1007/s10198-002-0141-6","title":"The income elasticity of health care spending","year":2003,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":135,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Income elasticity of demand; Nonparametric statistics; Econometrics; Economics; Elasticity (physics); Parametric statistics; Ordinary least squares; Statistics; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06979553612161381,"gpt":0.4009124367317478,"spread":0.331116900610134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02544837,0.0002191937,0.0007932895,0.0001142762,0.002516967,0.00002030619,0.0008176774,0.00004540295,0.00005041243],"category_scores_gemma":[0.0008198866,0.0001344281,0.0001640078,0.0001655966,0.0001788325,0.0001262548,0.0001432184,0.001261965,0.0002228097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234913,"about_ca_system_score_gemma":0.002576702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640877,"about_ca_topic_score_gemma":0.000269879,"domain_scores_codex":[0.9813234,0.01346145,0.003788054,0.0001913639,0.0002254393,0.001010249],"domain_scores_gemma":[0.9918544,0.001750647,0.005112745,0.0005789506,0.0003395394,0.0003636852],"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":[0.001445042,0.000417319,0.2702231,0.008111808,0.0007251769,0.00008513295,0.1856918,0.004478453,0.00001519393,0.2036992,0.1033875,0.2217204],"study_design_scores_gemma":[0.002675873,0.001700573,0.3435461,0.00153074,0.00003331592,0.0001510433,0.05623741,0.00002825869,0.00001577475,0.002080447,0.591695,0.0003055379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927734,0.02535402,0.000606475,0.01628618,0.006541027,0.001227697,0.00004712424,0.00003378317,0.02216974],"genre_scores_gemma":[0.9911383,0.005011898,0.0007151483,0.002524937,0.0004387776,0.000002013558,0.000001833431,0.00005951802,0.0001075542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4883074,"threshold_uncertainty_score":0.9987816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206806235","doi":"10.1007/s10198-021-01384-z","title":"Estimation of the cost-effective threshold of a quality-adjusted life year in China based on the value of statistical life","year":2021,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Gross domestic product; Per capita; China; Pooling; Economics; Econometrics; Population; Statistics; Demography; Mathematics; Geography; Economic growth; Computer science","authors":[{"name":"Dan Cai","is_ca":false},{"name":"Si Shi","is_ca":false},{"name":"Shan Jiang","is_ca":true},{"name":"Lei Si","is_ca":false},{"name":"Jing Wu","is_ca":false},{"name":"Yawen Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2551255161165225,"gpt":0.4092787393756585,"spread":0.154153223259136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05435374,0.0001761196,0.001315452,0.0002102063,0.0001338337,0.00002554894,0.0006196726,0.00005125178,0.00009815578],"category_scores_gemma":[0.01073207,0.0001314558,0.0002327792,0.0002529962,0.0002311206,0.0001404019,0.0000862935,0.000496844,0.00003742585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365014,"about_ca_system_score_gemma":0.001253354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002481518,"about_ca_topic_score_gemma":0.00005016847,"domain_scores_codex":[0.9865636,0.005816998,0.006942955,0.0002481466,0.0001395969,0.0002886773],"domain_scores_gemma":[0.9861722,0.004104471,0.008698897,0.000738504,0.0001321649,0.0001537408],"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":[0.0003734389,0.000613709,0.03089622,0.001285854,0.0002368398,0.000002087774,0.00609791,0.4097912,0.000005638869,0.5431212,0.00423037,0.003345548],"study_design_scores_gemma":[0.003164567,0.0005654299,0.8342132,0.0007230088,0.00002810633,0.000009815296,0.002482023,0.144328,0.00008426632,0.01248233,0.00167294,0.0002463683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104312,0.001058728,0.01000894,0.07289522,0.0006849756,0.001486901,0.0004869193,0.0000052271,0.002941854],"genre_scores_gemma":[0.9910478,0.0001955067,0.001125673,0.007430492,0.0001298287,0.00001127211,0.000007179277,0.00003549246,0.0000167815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803317,"threshold_uncertainty_score":0.997601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974347796","doi":"10.1007/s10198-013-0469-0","title":"Socioeconomic inequalities in adult obesity risk in Canada: trends and decomposition analyses","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Obesity; Socioeconomic status; Inequality; Economic inequality; Demography; Social inequality; Immigration; Geography; Environmental health; Medicine; Sociology; Population; Mathematics","authors":[{"name":"Mohammad Hajizadeh","is_ca":true},{"name":"M. Karen Campbell","is_ca":true},{"name":"Sisira Sarma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04949432167690946,"gpt":0.3379231369109308,"spread":0.2884288152340214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004548147,0.00008355618,0.0003315567,0.0001427423,0.0002938904,0.00006215426,0.0002118755,0.00001585876,0.00007612727],"category_scores_gemma":[0.00008055854,0.00006770587,0.00004140191,0.00006104553,0.00008091242,0.000273081,0.00002847433,0.0002744113,0.000007893615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282305,"about_ca_system_score_gemma":0.001636726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9550349,"about_ca_topic_score_gemma":0.9776503,"domain_scores_codex":[0.9963291,0.002211957,0.0009595799,0.00008954725,0.00005914467,0.0003507241],"domain_scores_gemma":[0.9986365,0.0003592384,0.0007042401,0.00008650263,0.00004033508,0.000173215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001929747,0.00002879972,0.8737319,0.00005259467,0.00002016747,0.00000638384,0.0150303,0.0009299235,1.366141e-7,0.002599735,0.002155625,0.1054251],"study_design_scores_gemma":[0.0003847858,0.0000277596,0.9819131,0.00003607853,0.000003471102,0.000003184346,0.01522161,0.0002101615,4.420388e-7,0.0007326998,0.001398171,0.00006851542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966371,0.0007156049,0.000007753684,0.0306325,0.0002510765,0.00008388116,0.000009077777,0.000002553312,0.001926568],"genre_scores_gemma":[0.9888348,0.007225395,0.0001025196,0.003628139,0.0001615249,0.000001021965,9.10369e-7,0.000008652289,0.00003703377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081812,"threshold_uncertainty_score":0.3353184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335863640","doi":"10.1007/s10198-016-0800-7","title":"The role of time and risk preferences in adherence to physician advice on health behavior change","year":2016,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Statistics Canada","funders":"Alberta Innovates; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Alberta Heritage Foundation for Medical Research","keywords":"Receipt; Behavior change; Medicine; Salience (neuroscience); Disease; Health belief model; Preference; Population; Psychology; Public health; Environmental health; Health promotion; Social psychology; Nursing; Business","authors":[{"name":"Marjon van der Pol","is_ca":false},{"name":"Deirdre Hennessy","is_ca":true},{"name":"Braden Manns","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0944683585507056,"gpt":0.3684024963169196,"spread":0.273934137766214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003641345,0.000102693,0.0002744185,0.00008573724,0.0001858686,0.00001368049,0.0003631468,0.00001594277,0.00004120949],"category_scores_gemma":[0.00002422216,0.00005362689,0.00006363999,0.0000644061,0.00007939203,0.00008296111,0.00004366815,0.0002451894,0.0001612073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007191674,"about_ca_system_score_gemma":0.0001046518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094181,"about_ca_topic_score_gemma":0.001140388,"domain_scores_codex":[0.9969357,0.001595791,0.0009568929,0.0001335767,0.00005589565,0.0003220909],"domain_scores_gemma":[0.9980569,0.0001941473,0.00124151,0.000261093,0.00005440215,0.0001919428],"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":[0.0001331125,0.0001214828,0.007085462,0.000004869335,0.000007515593,7.873961e-7,0.001799995,9.570444e-7,0.000003952613,0.0002715016,0.0006923116,0.9898781],"study_design_scores_gemma":[0.0009887447,0.00765906,0.9608022,0.0005280093,0.00001464319,0.00001942035,0.00165885,0.000006689193,0.00001285204,0.0005395912,0.02765603,0.000113934],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887607,0.002566654,0.000004527103,0.006199262,0.0003891535,0.0004857071,0.00007141104,0.000005931933,0.001516722],"genre_scores_gemma":[0.9940208,0.004017533,0.00005243171,0.001529594,0.0001893845,0.00001936053,5.905804e-7,0.00001986095,0.0001504782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9897641,"threshold_uncertainty_score":0.2186841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049322734","doi":"10.1007/s10198-020-01212-w","title":"HTA methodology and value frameworks for evaluation and policy making for cell and gene therapies","year":2020,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Novartis Pharma","keywords":"Value (mathematics); Computer science","authors":[{"name":"Doug Coyle","is_ca":true},{"name":"Isabelle Durand‐Zaleski","is_ca":false},{"name":"Jasmine Farrington","is_ca":false},{"name":"Louis P. Garrison","is_ca":false},{"name":"Johann‐Matthias Graf von der Schulenburg","is_ca":false},{"name":"Wolfgang Greiner","is_ca":false},{"name":"Louise Longworth","is_ca":false},{"name":"Aurélie Meunier","is_ca":false},{"name":"Anne-Sophie Moutié","is_ca":false},{"name":"Stephen Palmer","is_ca":false},{"name":"Zack Pemberton‐Whiteley","is_ca":false},{"name":"Mark Ratcliffe","is_ca":false},{"name":"Jie Shen","is_ca":false},{"name":"Doug Sproule","is_ca":false},{"name":"Kun Zhao","is_ca":false},{"name":"Koonal Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5504797135149897,"gpt":0.4886380709948663,"spread":0.06184164252012342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06150788,0.000167894,0.0009033859,0.0001797408,0.0003573737,0.0001142234,0.000212225,0.00007844157,0.000008162709],"category_scores_gemma":[0.00367537,0.0001659128,0.00008611086,0.00005252663,0.0001093417,0.0002462681,0.00006683957,0.0002737137,0.000006309855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777856,"about_ca_system_score_gemma":0.0002826957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002877721,"about_ca_topic_score_gemma":0.000006095413,"domain_scores_codex":[0.9941696,0.001999452,0.003143521,0.0003321687,0.00003487248,0.0003203721],"domain_scores_gemma":[0.9928157,0.002812198,0.003885025,0.0001870403,0.0000986511,0.0002014025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001343282,0.00019062,0.01304577,0.005416804,0.00107279,0.00000195782,0.1357152,0.008728923,0.00006634538,0.5393176,0.02324024,0.2718605],"study_design_scores_gemma":[0.01634944,0.004336129,0.05262795,0.0003134526,0.0001710296,0.0002421628,0.01303504,0.199426,0.00003674906,0.4326918,0.2795904,0.001179828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4175081,0.03607116,0.1799057,0.3637273,0.0005044396,0.001734833,0.0001814213,0.00001313495,0.0003539954],"genre_scores_gemma":[0.7871951,0.007546299,0.1259788,0.07681894,0.002299732,0.00003150808,0.000009217112,0.0000960711,0.00002435904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3696871,"threshold_uncertainty_score":0.9663751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054569014","doi":"10.1007/s10198-010-0261-3","title":"Atrial fibrillation: the cost of illness in Sweden","year":2010,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nordic Life Science Pipeline (Canada)","funders":"Sahlgrenska Universitetssjukhuset; Sanofi","keywords":"Medicine; Health economics; Indirect costs; Atrial fibrillation; Public health; Emergency medicine; Health care; Psychological intervention; Population; Ambulatory care; Population health; Health administration; Total cost; Intensive care medicine; Medical emergency; Pediatrics; Environmental health; Internal medicine; Business","authors":[{"name":"Lisa Ericson","is_ca":true},{"name":"Lennart Bergfeldt","is_ca":false},{"name":"Ingela Björholt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08516867557914945,"gpt":0.3441141259696192,"spread":0.2589454503904698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004864944,0.00007035004,0.0002961472,0.00008559995,0.00008978988,0.00001681229,0.0001740425,0.0000142934,0.00005348699],"category_scores_gemma":[0.0001676335,0.00003889265,0.0001749209,0.00008409509,0.00006941003,0.00007417769,0.000044269,0.0002440161,0.00001918803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003511155,"about_ca_system_score_gemma":0.0001537414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001330666,"about_ca_topic_score_gemma":0.00002216035,"domain_scores_codex":[0.9984716,0.0003502822,0.0009166197,0.0000593372,0.00008006403,0.000122069],"domain_scores_gemma":[0.9985139,0.0002567994,0.0009052036,0.000212196,0.0000565934,0.00005528197],"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":[0.001897109,0.00001150192,0.2747217,0.0001596244,0.0002906933,0.0000225863,0.00579137,0.01557304,0.0001293809,0.01102375,0.004832103,0.6855472],"study_design_scores_gemma":[0.003389577,0.0002609745,0.4713433,0.00005857134,0.00005769459,0.0001248186,0.0007819847,0.0005463262,0.00003435418,0.0003969541,0.522916,0.00008953452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430859,0.0003949067,0.0001114761,0.05077979,0.001518236,0.0003796312,0.000002126023,0.000004487396,0.00372344],"genre_scores_gemma":[0.9949158,0.0006097723,0.0002057761,0.0004008549,0.003683543,3.705302e-8,0.00000148203,0.00001471747,0.0001680591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6854576,"threshold_uncertainty_score":0.1686102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079373291","doi":"10.1007/s10198-011-0332-0","title":"The cost-effectiveness of cash versus lottery incentives for a web-based, stated-preference community survey","year":2011,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Lottery; Incentive; Cash; Preference; Incentive program; Web survey; Cost effectiveness; Population; Business; Sample (material); Actuarial science; Marketing; Medicine; Economics; Environmental health; Finance; Microeconomics","authors":[{"name":"Aleksandra Gajic","is_ca":true},{"name":"David Cameron","is_ca":true},{"name":"Jeremiah Hurley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6910115462187775,"gpt":0.4678607275327268,"spread":0.2231508186860506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3015835,0.00009177018,0.0002922864,0.00005235139,0.001237427,0.00002396163,0.0008699945,0.00002679444,0.000008782231],"category_scores_gemma":[0.008390741,0.00006022682,0.00009508926,0.00008929568,0.0007541799,0.0001102684,0.00006344026,0.0004044313,0.000004660395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382692,"about_ca_system_score_gemma":0.001100336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680613,"about_ca_topic_score_gemma":0.005497018,"domain_scores_codex":[0.7695415,0.2292862,0.0006854034,0.00008568435,0.00007678188,0.000324396],"domain_scores_gemma":[0.9356364,0.06278275,0.0009708197,0.0002564612,0.0002604649,0.0000930899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4361939,0.001222714,0.1733888,0.0003656169,0.001060724,0.00001916094,0.1186177,0.0008763265,0.0001204519,0.007425824,0.002272521,0.2584363],"study_design_scores_gemma":[0.002078834,0.0008561283,0.9865066,0.00005488363,0.00001521055,0.000002420505,0.004072444,0.00002010353,0.0001293638,0.0006350916,0.005546109,0.00008283675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943443,0.0003344294,0.002014634,0.000307258,0.001219482,0.0004136659,0.00006758649,0.000006613834,0.001292034],"genre_scores_gemma":[0.9986067,0.0007572022,0.0004213536,0.0001285546,0.00005383508,0.000003305065,0.00000275973,0.00001398358,0.00001230146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8131177,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974488042","doi":"10.1007/s10198-019-01118-2","title":"Measuring horizontal inequity in healthcare utilisation: a review of methodological developments and debates","year":2019,"lang":"en","type":"review","venue":"The European Journal of Health Economics","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Equity (law); Health care; Socioeconomic status; Health equity; Healthcare system; Exploit; Scale (ratio); Public economics; Political science; Sociology; Computer science; Economics; Economic growth; Geography","authors":[{"name":"Mohammad Habibullah Pulok","is_ca":true},{"name":"Kees Van Gool","is_ca":false},{"name":"Mohammad Hajizadeh","is_ca":true},{"name":"Sara Allin","is_ca":true},{"name":"Jane Hall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5549365731786265,"gpt":0.3889742383422835,"spread":0.165962334836343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03413321,0.0003338197,0.004250083,0.0003782914,0.0001009782,0.00002644428,0.0005916483,0.0001176892,0.000008948199],"category_scores_gemma":[0.0004618192,0.0002184307,0.000395552,0.0002216311,0.00006979537,0.0001538919,0.0001843144,0.0008589022,0.00004532656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006359615,"about_ca_system_score_gemma":0.0008277823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003386197,"about_ca_topic_score_gemma":0.00003079887,"domain_scores_codex":[0.9904739,0.002362499,0.006319271,0.0003572114,0.00006093492,0.000426187],"domain_scores_gemma":[0.9916458,0.0002237911,0.00747193,0.0003834467,0.00008389425,0.0001912031],"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":[0.000006093157,0.00002123817,0.0004302016,0.1104135,0.00008167567,0.000005666624,0.0002502843,9.249203e-7,4.505754e-9,0.001555389,0.00004285602,0.8871922],"study_design_scores_gemma":[0.0004045014,0.000346595,0.004332281,0.07289289,0.00002127687,0.0003530784,0.00005906264,0.000003504474,5.027989e-8,0.0005855773,0.9207041,0.0002970578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004423168,0.9950817,0.00007065605,0.001841892,0.0009293992,0.0008834747,0.00007050378,0.000004626128,0.0006754333],"genre_scores_gemma":[0.001356035,0.9971468,0.0006473539,0.0005448713,0.000208905,0.000005466007,0.00001152429,0.00005466676,0.00002438669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9206613,"threshold_uncertainty_score":0.9945631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050400917","doi":"10.1007/s10198-005-0309-y","title":"Estimating utility data from clinical indicators for patients with stable angina","year":2005,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Angina; Confidence interval; Clinical trial; Quality of life (healthcare); EQ-5D; Stable angina; Canadian Cardiovascular Society; Physical therapy; Internal medicine; Health related quality of life; Coronary heart disease; Myocardial infarction","authors":[{"name":"Louise Longworth","is_ca":false},{"name":"Martin Buxton","is_ca":false},{"name":"Mark Sculpher","is_ca":false},{"name":"David H. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4905598293697704,"gpt":0.4605807027719046,"spread":0.02997912659786578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07938437,0.0002130047,0.001245048,0.0002057924,0.0004048606,0.0001170513,0.001358739,0.00004928193,0.0001237458],"category_scores_gemma":[0.002824541,0.0001894827,0.0001390224,0.00009926031,0.0001327011,0.0009333814,0.0001762228,0.0004053129,0.000359202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928068,"about_ca_system_score_gemma":0.0005311498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000948121,"about_ca_topic_score_gemma":0.00006085854,"domain_scores_codex":[0.9892231,0.001608681,0.008084372,0.0005131958,0.00007522534,0.0004953903],"domain_scores_gemma":[0.9859055,0.002055375,0.01044472,0.001179928,0.00009915542,0.0003153079],"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":[0.0004399582,0.00102668,0.6984568,0.0003494869,0.0007069429,0.000001442093,0.00325817,0.004082078,2.805259e-8,0.004619455,0.1909068,0.09615222],"study_design_scores_gemma":[0.004467145,0.0006665512,0.4677981,0.0001606268,0.00003313074,0.000005981375,0.0004196167,0.04802206,2.190019e-7,0.002771042,0.4752537,0.0004018287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967131,0.002254209,0.05116727,0.04310162,0.001770808,0.001100045,0.002293922,0.00002885553,0.001570154],"genre_scores_gemma":[0.8607842,0.0002867329,0.1200738,0.01503869,0.003375244,0.00000663996,0.0002488561,0.0001134091,0.0000723998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843469,"threshold_uncertainty_score":0.9479675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979954902","doi":"10.1007/s10198-007-0069-y","title":"Estimating the expected value of partial perfect information: a review of methods","year":2007,"lang":"en","type":"review","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Quadrature (astronomy); Mathematical optimization; Monte Carlo method; Mathematics; Computer science; Statistics; Applied mathematics; Algorithm; Engineering","authors":[{"name":"Doug Coyle","is_ca":true},{"name":"Jeremy E. Oakley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5747952488167456,"gpt":0.5439491212934692,"spread":0.03084612752327642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.2221036,0.0004406568,0.005785538,0.0005469117,0.0002822182,0.00006068084,0.001599194,0.0001091424,0.0001333126],"category_scores_gemma":[0.007772863,0.0003243565,0.001162173,0.000390718,0.0002275787,0.0005354769,0.0001785156,0.0009274029,0.0002354146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006934525,"about_ca_system_score_gemma":0.001679556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007748688,"about_ca_topic_score_gemma":0.000001664981,"domain_scores_codex":[0.9543005,0.01337426,0.03120265,0.0003487393,0.0001514407,0.0006224597],"domain_scores_gemma":[0.9438818,0.004517297,0.05005326,0.001091472,0.0002557814,0.0002004009],"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":[0.00001337798,0.00005927875,0.00001526389,0.1443525,0.00055115,8.751322e-7,0.002358683,0.0004686377,4.228305e-9,0.01169453,0.01480667,0.825679],"study_design_scores_gemma":[0.0003212063,0.0002054661,0.00004545994,0.03610003,0.0001422286,0.0001653895,0.0002221892,0.0005823837,1.097528e-7,0.00035077,0.9616219,0.0002428431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003262456,0.9689783,0.01931609,0.005730702,0.001762132,0.001411872,0.0001766095,0.00001070074,0.0025809],"genre_scores_gemma":[0.00001514898,0.9707,0.0228213,0.005354211,0.0009764831,0.00001362917,0.00002677172,0.00007278451,0.00001968943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9468153,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1521125850","doi":"10.1007/s10198-004-0273-y","title":"Economic burden of hepatitis C in Canada and the potential impact of prevention","year":2005,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Hepatitis C virus research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Public Health Agency of Canada","funders":"","keywords":"Incidence (geometry); Environmental health; Medicine; Disease burden; Cohort; Health care; Cost–benefit analysis; Economic cost; Markov model; Economic impact analysis; Economic growth; Markov chain; Economics; Computer science; Political science; Population","authors":[{"name":"Susie El Saadany","is_ca":true},{"name":"Doug Coyle","is_ca":true},{"name":"Antonio Giulivi","is_ca":true},{"name":"Mohammad Afzal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02132881407117823,"gpt":0.3048792109322875,"spread":0.2835503968611092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003929853,0.00007295327,0.0004171442,0.00009251109,0.00003509249,0.00000753,0.0001774094,0.000009556908,0.00007869396],"category_scores_gemma":[0.00006121281,0.00004397312,0.0001040043,0.00003201542,0.0001117012,0.00007662304,0.00004651582,0.0002419457,0.000003594988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008435363,"about_ca_system_score_gemma":0.003277538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5833054,"about_ca_topic_score_gemma":0.4817581,"domain_scores_codex":[0.9977605,0.0008386403,0.001074875,0.00006697474,0.0000831284,0.0001759254],"domain_scores_gemma":[0.9987431,0.0001135636,0.0008131199,0.000179526,0.00004878871,0.0001019087],"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":[0.001646525,0.00007003275,0.1275006,0.0001779718,0.0003922548,0.00003941384,0.002430285,0.05108276,0.00008252255,0.0002049981,0.001844574,0.814528],"study_design_scores_gemma":[0.008135161,0.001162974,0.9689429,0.0002787216,0.00004693723,0.000325222,0.0003448219,0.01807182,0.00008341249,0.0002153124,0.002295681,0.00009698187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931623,0.0009301467,0.00002796664,0.004488212,0.00007633463,0.0002303204,0.00002118823,7.233792e-7,0.001062809],"genre_scores_gemma":[0.9918996,0.007584254,0.0001312089,0.0001136139,0.0002229303,3.804682e-7,0.000001086184,0.00001539996,0.00003153095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8414423,"threshold_uncertainty_score":0.5814211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195445131","doi":"10.1007/s10198-021-01364-3","title":"Willingness to pay for a quality-adjusted life year: a systematic review with meta-regression","year":2021,"lang":"en","type":"review","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"Genome Canada","keywords":"Willingness to pay; Respondent; Gross domestic product; Per capita; Demography; Medicine; Meta-analysis; Ordinary least squares; Economics; Actuarial science; Econometrics; Environmental health; Economic growth; Population","authors":[{"name":"Christian R. C. Kouakou","is_ca":true},{"name":"Thomas G. Poder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6899579807097785,"gpt":0.5090969215222488,"spread":0.1808610591875297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1508078,0.0008575682,0.01792902,0.0004793327,0.0004254662,0.0002348803,0.001640794,0.0001356982,0.000107481],"category_scores_gemma":[0.01086352,0.0005000241,0.002264979,0.00043171,0.00006736179,0.000331664,0.000169893,0.0008577952,0.0007023721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147078,"about_ca_system_score_gemma":0.00271661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004268881,"about_ca_topic_score_gemma":0.00002647773,"domain_scores_codex":[0.9613938,0.01285062,0.02391128,0.0008589331,0.000183726,0.000801654],"domain_scores_gemma":[0.9564592,0.004556267,0.0361504,0.00167991,0.0004007747,0.0007534538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001780571,0.00008663223,0.000004769738,0.9586966,0.003974114,0.000005081395,0.0005855563,0.00009716107,1.094106e-9,0.005898139,0.02395188,0.006682257],"study_design_scores_gemma":[0.0004985326,0.000271592,0.000006188711,0.2630101,0.002351948,0.0001422313,0.0003112693,0.00001298007,9.363286e-9,0.0001215918,0.7327626,0.0005109553],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005230819,0.9538653,0.007599468,0.03059298,0.001015101,0.006057988,0.000590404,0.00002531689,0.0002481923],"genre_scores_gemma":[0.00001012968,0.9696436,0.003724371,0.02454401,0.0009199018,0.0003332614,0.00007270286,0.0002622038,0.0004898401],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7088107,"threshold_uncertainty_score":0.9997451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620971696","doi":"10.1007/s10198-017-0897-3","title":"Incorporating equity in economic evaluations: a multi-attribute equity state approach","year":2017,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Equity (law); Weighting; Actuarial science; Public economics; Equity risk; Economics; Excellence; Computer science; Business; Political science; Accounting; Medicine; Valuation (finance)","authors":[{"name":"Jeff Round","is_ca":false},{"name":"Mike Paulden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6438387741756407,"gpt":0.5252099097988068,"spread":0.118628864376834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1731814,0.0003501042,0.001779527,0.0004726445,0.001264497,0.0006399347,0.002367802,0.00007010321,0.00005764797],"category_scores_gemma":[0.003820195,0.0003643061,0.0002852051,0.00007371978,0.0002996213,0.001576639,0.0008293174,0.0007663787,0.0008993284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974042,"about_ca_system_score_gemma":0.001491389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009698622,"about_ca_topic_score_gemma":0.0006408836,"domain_scores_codex":[0.9837216,0.003428427,0.01119304,0.0006349807,0.0001240732,0.000897887],"domain_scores_gemma":[0.9765936,0.0006836505,0.02078703,0.001451983,0.0001139856,0.0003697161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003731546,0.001958663,0.3811662,0.002639881,0.001177364,0.00005358904,0.03020506,0.2382015,0.000009708509,0.1887104,0.03921534,0.1162892],"study_design_scores_gemma":[0.0115499,0.000762937,0.7878117,0.0006706059,0.00003664503,0.0002295108,0.003604472,0.09877539,0.000008199214,0.07218006,0.02285052,0.001520095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7711037,0.008702006,0.06371098,0.1190187,0.005027118,0.002996011,0.000889577,0.00007179851,0.02848013],"genre_scores_gemma":[0.9813925,0.00126504,0.01125976,0.004912624,0.0008249987,0.00002019853,0.00001956178,0.00009576156,0.0002095628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4066454,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2209218670","doi":"10.1007/s10198-015-0757-y","title":"Economic burden of toxicities associated with treating metastatic melanoma in eight countries","year":2015,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Amgen","keywords":"Medicine; Diarrhea; Adverse effect; Internal medicine","authors":[{"name":"Elizabeth Wehler","is_ca":false},{"name":"Zhongyun Zhao","is_ca":false},{"name":"S. Pinar Bilir","is_ca":false},{"name":"Julie Munakata","is_ca":false},{"name":"Beth Barber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0288019819752227,"gpt":0.2447189367407244,"spread":0.2159169547655017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002869038,0.0001103916,0.0003215162,0.00006157983,0.00004241135,0.00001744015,0.0002310516,0.00001654607,0.00000505459],"category_scores_gemma":[0.00006906638,0.00007631929,0.00005205229,0.00002241896,0.00008350112,0.00001036676,0.00004135065,0.00009438412,0.000004951208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008979546,"about_ca_system_score_gemma":0.0005469198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005284663,"about_ca_topic_score_gemma":0.0001750462,"domain_scores_codex":[0.9983945,0.0005862634,0.0006956333,0.00009743261,0.00004595763,0.0001801923],"domain_scores_gemma":[0.9986847,0.00005064881,0.0009565213,0.0001637459,0.00005988081,0.0000845069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01309008,0.001661861,0.2442409,0.001421538,0.008157491,0.0009139861,0.1073449,0.41626,0.01816605,0.0176104,0.04232378,0.128809],"study_design_scores_gemma":[0.09059423,0.09492983,0.1857948,0.004232978,0.001158781,0.006041547,0.09865402,0.009056328,0.1275202,0.007023433,0.3691874,0.005806426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947097,0.001349899,0.0001151757,0.0004925707,0.0001364707,0.00009063246,0.00003094467,0.000001691018,0.003072946],"genre_scores_gemma":[0.9988346,0.0003966073,0.0003016556,0.0001457661,0.0001806236,7.110439e-7,0.00001372106,0.00002282374,0.0001035391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072037,"threshold_uncertainty_score":0.311221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088431011","doi":"10.1007/s10198-007-0083-0","title":"Cost of care of colorectal cancers according to health care patterns and stage at diagnosis in France","year":2007,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Cancer Research; Mutualité Sociale Agricole; Institut National Du Cancer","keywords":"Medicine; Colorectal cancer; Stage (stratigraphy); Health care; Cancer stage; Population; Cancer registry; Medical record; Cancer; Family medicine; Environmental health; Internal medicine","authors":[{"name":"Laurence Clerc","is_ca":false},{"name":"Valérie Jooste","is_ca":false},{"name":"Catherine Lejeune","is_ca":false},{"name":"Bernard Schmitt","is_ca":false},{"name":"P. Arveux","is_ca":false},{"name":"Catherine Quantin","is_ca":false},{"name":"Jean Faivre","is_ca":false},{"name":"Anne‐Marie Bouvier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03100149059067016,"gpt":0.3111503328875789,"spread":0.2801488422969088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837632,0.00009454034,0.000465775,0.0001719144,0.00007795558,0.000005138645,0.00009753867,0.00001617674,0.00000498222],"category_scores_gemma":[0.00004873751,0.00007870448,0.00006299185,0.0001098156,0.00003983698,0.00004262482,0.00005280489,0.0002213572,5.678255e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095627,"about_ca_system_score_gemma":0.0003774822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617464,"about_ca_topic_score_gemma":0.005415747,"domain_scores_codex":[0.9985441,0.0001964806,0.0008352629,0.000117466,0.00008355157,0.0002231124],"domain_scores_gemma":[0.9986125,0.000127247,0.0008529043,0.0001220669,0.00010042,0.0001848203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003148414,0.00002032273,0.6633,0.0007282181,0.00003334145,0.00001725769,0.02787025,0.002706537,0.00003576585,0.000003935441,0.00008232245,0.3020536],"study_design_scores_gemma":[0.001999796,0.007609324,0.9585838,0.0008855528,0.00001410285,0.00007577951,0.02582714,0.00004246185,0.001789811,7.877634e-7,0.003079501,0.00009188802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992528,0.005235525,0.000309383,0.0009918201,0.0002887137,0.0003503337,0.00004727819,0.000004098295,0.0002448416],"genre_scores_gemma":[0.9967673,0.002134361,0.0003262947,0.0006270301,0.0001138019,0.000001726301,0.000002114549,0.00002091854,0.000006435258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3019617,"threshold_uncertainty_score":0.3209476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999500701","doi":"10.1007/s10198-009-0166-1","title":"A case study of ex ante, value-based price and reimbursement decision-making: TLV and rimonabant in Sweden","year":2009,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Reimbursement; Ex-ante; Actuarial science; Agency (philosophy); Business; Value (mathematics); Health care; Economics; Medicine; Computer science","authors":[{"name":"Ulf Persson","is_ca":true},{"name":"Michael Willis","is_ca":true},{"name":"Knut Ödegaard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.30197004541566,"gpt":0.4333585322681611,"spread":0.1313884868525011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04849602,0.0002081023,0.001201397,0.0005245291,0.0002055365,0.00007685641,0.0003279891,0.00003530582,0.0000161962],"category_scores_gemma":[0.001051815,0.0002000414,0.00007752713,0.0001421431,0.00007389204,0.0002934913,0.00006860409,0.0003176571,0.00001577029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866199,"about_ca_system_score_gemma":0.0002713367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003027532,"about_ca_topic_score_gemma":0.0001377853,"domain_scores_codex":[0.9910074,0.001657275,0.006530478,0.0003655705,0.00007670269,0.0003625888],"domain_scores_gemma":[0.9920893,0.001388837,0.005804468,0.000447501,0.00006638887,0.0002034908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002164123,0.008581916,0.407391,0.00240229,0.0009853772,0.003024248,0.174641,0.07368123,0.000009680801,0.04619062,0.01359284,0.2673357],"study_design_scores_gemma":[0.01619469,0.009530788,0.8513559,0.001626706,0.00006321064,0.004931777,0.05028913,0.03293571,0.000002669576,0.02213333,0.009795421,0.001140644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814221,0.004425249,0.001341585,0.0110363,0.0002590057,0.0007562165,0.00002322864,0.000006606568,0.0007297548],"genre_scores_gemma":[0.9916733,0.0007368372,0.00268328,0.004716232,0.0001498455,0.000002049967,5.967424e-7,0.00002858088,0.000009281202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4439649,"threshold_uncertainty_score":0.9797736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082093886","doi":"10.1007/s10198-014-0649-6","title":"Health state utilities associated with attributes of treatments for hepatitis C","year":2014,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Bristol-Myers Squibb","keywords":"Medicine; Rash; Adverse effect; Regimen; Population; Hepatitis C; Quality of life (healthcare); Hepatitis; Anemia; Depression (economics); Internal medicine; Pediatrics; Environmental health","authors":[{"name":"Louis S. Matza","is_ca":false},{"name":"Sandhya Sapra","is_ca":false},{"name":"John Dillon","is_ca":false},{"name":"Anupama Kalsekar","is_ca":false},{"name":"Evan Davies","is_ca":false},{"name":"M. Devine","is_ca":false},{"name":"Jessica Jordan","is_ca":false},{"name":"Amanda Landrian","is_ca":false},{"name":"David Feeny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3137415967301764,"gpt":0.3853537834236259,"spread":0.07161218669344949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05584309,0.0002282837,0.00176279,0.000249024,0.0003525818,0.00005659235,0.0004651604,0.00003016031,0.00002564209],"category_scores_gemma":[0.001802192,0.0002014848,0.0002086941,0.0001003462,0.0001434772,0.0003210315,0.00003785776,0.0001923662,0.00005690253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008731073,"about_ca_system_score_gemma":0.0005948615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005269648,"about_ca_topic_score_gemma":0.0003311463,"domain_scores_codex":[0.9901113,0.002323444,0.006669497,0.0002777215,0.00007148184,0.0005465529],"domain_scores_gemma":[0.983959,0.001971105,0.0132066,0.0004340547,0.000178191,0.0002510866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027505,0.001974282,0.4687422,0.003904031,0.005587666,0.000005229938,0.04822334,0.02243417,0.000001806352,0.1672901,0.1642265,0.1165832],"study_design_scores_gemma":[0.01403121,0.01221555,0.6718488,0.001619603,0.00008532244,0.00009366731,0.002887068,0.009223868,0.00001844458,0.04724653,0.239619,0.001110929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837773,0.005790971,0.04225454,0.1078398,0.001077361,0.001529386,0.001819912,0.0000352852,0.001879756],"genre_scores_gemma":[0.9810529,0.002655559,0.004445529,0.01081788,0.0003837444,0.00001461299,0.00005992797,0.0001032301,0.0004666004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031067,"threshold_uncertainty_score":0.9722082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038145760","doi":"10.1007/s10198-014-0589-1","title":"Statistical and regulatory considerations in assessments of interchangeability of biological drug products","year":2014,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Interchangeability; Biosimilar; Risk analysis (engineering); Computer science; Generic drug; Product (mathematics); Biochemical engineering; Similarity (geometry); Drug; Equivalence (formal languages); Bioequivalence; Medicine; Mathematics; Pharmacology; Artificial intelligence; Engineering; Pharmacokinetics","authors":[{"name":"László Tóthfalusi","is_ca":false},{"name":"László Endrényi","is_ca":true},{"name":"Shein‐Chung Chow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08751189569677449,"gpt":0.3360332949293847,"spread":0.2485213992326102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008127744,0.00006288559,0.0003569276,0.00005019053,0.00003772137,0.000003463651,0.0001014146,0.00002573447,0.00003545023],"category_scores_gemma":[0.0005589853,0.00003850083,0.00002940189,0.00002722985,0.0004817188,0.00002617177,0.00006052307,0.0002259681,0.000001197845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002222785,"about_ca_system_score_gemma":0.00008449834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008702409,"about_ca_topic_score_gemma":0.000009001925,"domain_scores_codex":[0.9956775,0.003267893,0.0008303723,0.00009636359,0.00001145107,0.0001163648],"domain_scores_gemma":[0.9985563,0.0007003585,0.0005169087,0.0001387062,0.00006518708,0.0000225216],"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":[0.001577458,0.002381836,0.1815278,0.001046007,0.0006775942,0.00001338782,0.005708297,0.0001065743,0.04026535,0.1487046,0.01145625,0.6065348],"study_design_scores_gemma":[0.001694706,0.001779345,0.9704807,0.0001249142,0.00003400484,0.0001472351,0.0004458577,0.00005139664,0.00649342,0.01365955,0.004960609,0.0001281924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931123,0.00105055,0.001121845,0.004016054,0.000231012,0.0001028015,0.00002217077,0.000001639311,0.0003415955],"genre_scores_gemma":[0.9947616,0.0002378967,0.004661435,0.0002980542,0.00002311316,1.848878e-7,0.000001242671,0.000004086111,0.00001238996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7889529,"threshold_uncertainty_score":0.281693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321782440","doi":"10.1007/s10198-023-01570-1","title":"Canada population norms for the EQ-5D-5L","year":2023,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Public Health Ontario; Hospital for Sick Children; University of Alberta; University of Toronto; McMaster University; Impact","funders":"","keywords":"EQ-5D; Population; Tobit model; Descriptive statistics; Demography; Sample (material); Statistics; Contingent valuation; Regression analysis; Medicine; Mathematics; Willingness to pay; Economics; Sociology","authors":[{"name":"Jiajun Yan","is_ca":true},{"name":"Shitong Xie","is_ca":true},{"name":"Jeffrey Johnson","is_ca":true},{"name":"Eleanor Pullenayegum","is_ca":true},{"name":"Arto Öhinmaa","is_ca":true},{"name":"Stirling Bryan","is_ca":true},{"name":"Feng Xie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4154836475499918,"gpt":0.3910958951625469,"spread":0.02438775238744495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06294435,0.0001791687,0.0008171883,0.0001949195,0.0007523015,0.0001061909,0.000791716,0.00003047348,0.00005036563],"category_scores_gemma":[0.001746375,0.0001410098,0.0001920398,0.0001774077,0.00005214756,0.0002908011,0.00006944987,0.0002855984,0.0003784446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053305,"about_ca_system_score_gemma":0.001034573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07005177,"about_ca_topic_score_gemma":0.05613448,"domain_scores_codex":[0.9925381,0.0009245513,0.00567067,0.0002541677,0.00007745923,0.0005350861],"domain_scores_gemma":[0.9907762,0.00234088,0.006070462,0.0005366157,0.00008610514,0.0001897296],"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":[0.00007678488,0.0000453269,0.01393023,0.0004247009,0.0003239899,0.000004293788,0.002977476,0.04160363,4.002622e-7,0.06872991,0.8524121,0.01947119],"study_design_scores_gemma":[0.001061024,0.0001705881,0.2035325,0.00006218941,0.00001239042,0.00003884715,0.001617639,0.01266662,6.505437e-7,0.009154146,0.7714325,0.0002509643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.329507,0.00567998,0.007613864,0.644621,0.007355291,0.001761427,0.000687931,0.00005556095,0.002717898],"genre_scores_gemma":[0.9491951,0.002079251,0.000763562,0.04403396,0.002648058,0.00002267943,0.00004995779,0.0001152613,0.001092192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.619688,"threshold_uncertainty_score":0.964896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088755173","doi":"10.1007/s10198-009-0214-x","title":"The sustainability of public health expenditures: evidence from the Canadian federation","year":2010,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"","keywords":"Per capita; Gross domestic product; Government spending; Revenue; Government (linguistics); Sustainability; Fiscal sustainability; Economics; Government revenue; Per capita income; Public health; Economic growth; Public economics; Business; Fiscal policy; Environmental health; Macroeconomics; Finance; Population; Demography; Medicine; Welfare","authors":[{"name":"Livio Di Matteo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1299998089062351,"gpt":0.4158205395873295,"spread":0.2858207306810944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.05229561,0.0001962352,0.0004899541,0.00007622723,0.006517676,0.0001257484,0.001521601,0.00007376105,0.00007250499],"category_scores_gemma":[0.004000183,0.0001019469,0.0001320918,0.0001114938,0.0003682073,0.0003122362,0.0001565513,0.002295821,0.00008691859],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130707,"about_ca_system_score_gemma":0.02080236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1816324,"about_ca_topic_score_gemma":0.7634103,"domain_scores_codex":[0.9814873,0.01401865,0.002822399,0.000232141,0.0002778684,0.001161613],"domain_scores_gemma":[0.9889823,0.004801022,0.003569765,0.001024705,0.0008352419,0.0007869668],"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":[0.0004001256,0.0001625182,0.1073271,0.0007776959,0.0002326129,0.00002148619,0.144974,0.0004594374,0.0000125147,0.0358996,0.4550725,0.2546605],"study_design_scores_gemma":[0.0005090827,0.0003518635,0.3370213,0.0002775382,0.000009049407,0.00002086654,0.02819441,0.00009893553,0.000002277285,0.003547098,0.6298437,0.0001239388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4960297,0.006157198,0.0001773841,0.4908827,0.004261961,0.001255665,0.00005405175,0.00001561959,0.001165735],"genre_scores_gemma":[0.9829832,0.003042759,0.0002010622,0.01206882,0.001573276,0.000007243228,0.000006268707,0.00003742231,0.00007999005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.581778,"threshold_uncertainty_score":0.9974329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065485420","doi":"10.1007/s10198-013-0474-3","title":"Eliciting preferences to the EQ-5D-5L health states: discrete choice experiment or multiprofile case of best–worst scaling?","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Intraclass correlation; Statistics; Ordered probit; Consistency (knowledge bases); Set (abstract data type); Random effects model; Econometrics; Logistic regression; Choice set; Probit; Probit model; Computer science; Mathematics; Meta-analysis; Medicine; Artificial intelligence; Reproducibility","authors":[{"name":"Feng Xie","is_ca":true},{"name":"Eleanor Pullenayegum","is_ca":true},{"name":"Kathryn Gaebel","is_ca":true},{"name":"Mark Oppe","is_ca":false},{"name":"Paul F. M. Krabbe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1963753676595485,"gpt":0.2933850651850418,"spread":0.09700969752549321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005558081,0.0002036821,0.0006102966,0.0001258069,0.0004051987,0.0001031124,0.0005376666,0.00002295412,0.0003771081],"category_scores_gemma":[0.0001013013,0.0001379403,0.0001584686,0.00008308719,0.0001005377,0.0003233198,0.0001499894,0.0002622615,0.0005520436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851118,"about_ca_system_score_gemma":0.0001024297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357151,"about_ca_topic_score_gemma":0.0001778987,"domain_scores_codex":[0.9964848,0.0003892887,0.002403813,0.0002688817,0.00003688977,0.0004163787],"domain_scores_gemma":[0.9961709,0.0002485756,0.00289759,0.00041413,0.0000304771,0.0002383557],"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":[0.0002879047,0.0007968596,0.06124547,0.0005299139,0.0008192299,0.00003323678,0.08121536,0.2226571,0.00002542274,0.005159799,0.01982598,0.6074038],"study_design_scores_gemma":[0.01518907,0.01703898,0.3421218,0.002117377,0.0001574982,0.002711042,0.175368,0.1450007,0.0007717474,0.01732093,0.2781341,0.004068777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837492,0.002769269,0.001589106,0.009398253,0.000488524,0.0006577531,0.0001103427,0.000007190972,0.001230387],"genre_scores_gemma":[0.9928864,0.002265189,0.001782305,0.002495681,0.0003424503,0.00001426343,0.000008072615,0.00004656729,0.0001590609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.603335,"threshold_uncertainty_score":0.7095587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067624812","doi":"10.1007/s10198-011-0364-5","title":"Mapping utility scores from the Barthel index","year":2011,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Centre for Advancing Health Outcomes","funders":"University of Birmingham; National Institute for Health and Care Research","keywords":"Statistics; Mean squared error; Ordinary least squares; Multinomial logistic regression; Estimator; Mathematics; Logistic regression; Econometrics; Mean absolute error; Index (typography); Regression; Medicine; Computer science","authors":[{"name":"Billingsley Kaambwa","is_ca":false},{"name":"Lucinda Billingham","is_ca":false},{"name":"Stirling Bryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5251976594514961,"gpt":0.3821033951129655,"spread":0.1430942643385306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0705088,0.0002382511,0.001038152,0.0001726101,0.0005776901,0.0001100239,0.001361279,0.00004792945,0.0005426862],"category_scores_gemma":[0.00186152,0.0001868677,0.0002693704,0.0001232784,0.0002203015,0.000475617,0.0001531075,0.0005848021,0.001283081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353467,"about_ca_system_score_gemma":0.0003950954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129411,"about_ca_topic_score_gemma":0.0001701166,"domain_scores_codex":[0.9887737,0.003189379,0.007089294,0.0003544019,0.00007425049,0.0005189501],"domain_scores_gemma":[0.9892544,0.001488877,0.007997004,0.0009221452,0.00008385473,0.0002536935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002464968,0.0004093834,0.5635611,0.0003062368,0.000936259,0.00001664901,0.1158838,0.0003180463,0.00000128044,0.05616675,0.2217028,0.04045121],"study_design_scores_gemma":[0.001029775,0.000169886,0.7527589,0.0001468698,0.000007654143,0.00004141298,0.005053447,0.0008845596,0.000001480883,0.03510051,0.2045334,0.0002721821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860437,0.01930317,0.01121851,0.08089717,0.003509723,0.0007979186,0.0003019248,0.00004202458,0.02349253],"genre_scores_gemma":[0.9649965,0.002920029,0.001371713,0.0291552,0.001360543,0.000004411717,0.000006199215,0.00006440849,0.0001209536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1891977,"threshold_uncertainty_score":0.9994946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044395152","doi":"10.1007/s10198-013-0553-5","title":"The impact of user fee removal policies on household out-of-pocket spending: evidence against the inverse equity hypothesis from a population based study in Burkina Faso","year":2014,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Equity (law); User fee; Population; Business; Public economics; Economics; Demographic economics; Environmental health; Medicine; Political science","authors":[{"name":"Valéry Ridde","is_ca":true},{"name":"Isabelle Agier","is_ca":true},{"name":"Albrecht Jahn","is_ca":false},{"name":"Olaf Mueller","is_ca":false},{"name":"Justin Tiendrébeogo","is_ca":false},{"name":"M. Yé","is_ca":false},{"name":"Manuela De Allegri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2164226557727151,"gpt":0.3341756074106391,"spread":0.117752951637924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01718853,0.0001977288,0.0007536807,0.0002316263,0.0002826715,0.00007855473,0.0008528488,0.00003930147,0.000007288265],"category_scores_gemma":[0.0006428385,0.0001026671,0.0002783324,0.0001507852,0.00007854016,0.0001891893,0.0001083536,0.0004037379,0.00001928536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000591943,"about_ca_system_score_gemma":0.0001708104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008753384,"about_ca_topic_score_gemma":0.001482423,"domain_scores_codex":[0.9955748,0.001250462,0.002508127,0.000209462,0.00008331249,0.0003738064],"domain_scores_gemma":[0.9946666,0.0007105787,0.003771064,0.0006924442,0.00004168505,0.0001176301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004786534,0.000348899,0.8952625,0.0001044917,0.00022358,0.000007954629,0.008516326,0.03551489,0.00001436579,0.001965143,0.0004362673,0.05712688],"study_design_scores_gemma":[0.000715802,0.0008104095,0.9936582,0.0002159197,0.000004598739,0.000003527325,0.0008005545,0.001237848,0.000005278533,0.001242392,0.001189561,0.0001158543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949083,0.0005799378,0.00007272706,0.002340791,0.0006582129,0.0004577542,0.00006214077,0.000005342356,0.0009148215],"genre_scores_gemma":[0.9983006,0.0008078127,0.0000697526,0.0004318971,0.0003207648,0.000001483848,0.000001266794,0.00004076021,0.00002570126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09839571,"threshold_uncertainty_score":0.9978474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014638699","doi":"10.1007/s10198-007-0044-7","title":"Supplier-induced demand: re-examining identification and misspecification in cross-sectional analysis","year":2007,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"Michael Smith Health Research BC","keywords":"Supply and demand; Economics; Explanatory power; Econometrics; Cross-sectional data; Identification (biology); Empirical evidence; Criticism; Price elasticity of demand; Empirical research; Cross-sectional study; Elasticity (physics); Structural equation modeling; Microeconomics; Statistics; Mathematics","authors":[{"name":"Stuart Peacock","is_ca":true},{"name":"Jeff Richardson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1439209079604632,"gpt":0.3311862873550531,"spread":0.1872653793945899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02310795,0.00009983097,0.000344981,0.0006860997,0.0001896138,0.0001132613,0.0002529378,0.00002961145,0.00002772678],"category_scores_gemma":[0.0001058575,0.0001003424,0.0000795586,0.0002882394,0.00004218505,0.0002108898,0.00004122126,0.0002414322,0.00004839747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847401,"about_ca_system_score_gemma":0.00004100929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002443726,"about_ca_topic_score_gemma":0.0002635975,"domain_scores_codex":[0.9969867,0.0002054685,0.00226597,0.00023002,0.00003274246,0.0002790265],"domain_scores_gemma":[0.9975992,0.0001306797,0.001854307,0.0002547022,0.00003997634,0.0001211247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001348374,0.0001327629,0.8332154,0.0001052821,0.0003582409,0.00001258414,0.004737217,0.00434032,0.00002830836,0.1033151,0.0002191691,0.0534008],"study_design_scores_gemma":[0.0003898249,0.00007105723,0.9853572,0.000006290416,0.000007490034,0.00001027055,0.00022358,0.0005591894,0.00001137947,0.002683726,0.01059378,0.00008622672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740295,0.000956332,0.01546074,0.004644779,0.000372625,0.0001547414,0.0000131453,0.000006812062,0.004361358],"genre_scores_gemma":[0.9974265,0.00119278,0.0003555708,0.0006446106,0.0002586199,9.835974e-7,0.000006912389,0.00001727064,0.00009677767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1521418,"threshold_uncertainty_score":0.80088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991330128","doi":"10.1007/s10198-019-01129-z","title":"Economic evaluation of meningococcal vaccines: considerations for the future","year":2019,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universitetet i Oslo; Sanofi Pasteur; Meningitis Research Foundation; University of Bristol; Department of Health and Social Care; National Institute for Health and Care Research; University of Toronto; Sanofi; World Health Organization; AstraZeneca; Bill and Melinda Gates Foundation; Pfizer","keywords":"Medicine; Economic evaluation; Meningococcal vaccine; Cost–benefit analysis; Risk analysis (engineering); Cost effectiveness; Transparency (behavior); Meningococcal disease; Intensive care medicine; Actuarial science; Computer science; Neisseria meningitidis; Immunology; Economics; Immunization","authors":[{"name":"Hannah Christensen","is_ca":false},{"name":"Hareth Al‐Janabi","is_ca":false},{"name":"Pierre Lévy","is_ca":false},{"name":"Maarten J. Postma","is_ca":false},{"name":"David E. Bloom","is_ca":false},{"name":"Paolo Landa","is_ca":false},{"name":"Oliver Damm","is_ca":false},{"name":"David Salisbury","is_ca":false},{"name":"Javier Díez‐Domingo","is_ca":false},{"name":"Adrian Towse","is_ca":false},{"name":"Paula Lorgelly","is_ca":false},{"name":"Koonal Shah","is_ca":false},{"name":"Karla Hernández-Villafuerte","is_ca":false},{"name":"Vinny Smith","is_ca":false},{"name":"Linda Glennie","is_ca":false},{"name":"Claire Wright","is_ca":false},{"name":"Laura J. York","is_ca":false},{"name":"Raymond Farkouh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04418162281234062,"gpt":0.295749413237257,"spread":0.2515677904249163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005764344,0.00007729291,0.0002326232,0.00004845233,0.0002350733,0.00001875385,0.0001577218,0.00002510754,0.0004613662],"category_scores_gemma":[0.00004977819,0.0000441302,0.0001123626,0.00001647814,0.00002948565,0.00008571879,0.00002439233,0.0001478499,0.00008021155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006815913,"about_ca_system_score_gemma":0.000334519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001418838,"about_ca_topic_score_gemma":0.00004949125,"domain_scores_codex":[0.9982674,0.000825571,0.0007043264,0.00007314316,0.000007496393,0.0001220429],"domain_scores_gemma":[0.9982623,0.0004781326,0.0008874054,0.0002035812,0.0001565271,0.00001202476],"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":[0.002148754,0.0005644631,0.01335456,0.0002707761,0.004700521,4.71084e-7,0.01188038,0.08902161,0.04655653,0.07762021,0.1835261,0.5703557],"study_design_scores_gemma":[0.01612669,0.002759444,0.134179,0.0001130678,0.0006539189,0.001092261,0.005647573,0.001803573,0.003604624,0.006606179,0.8269896,0.0004240655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828919,0.003275199,0.0001242423,0.008219671,0.004551705,0.0004788744,0.0000255006,0.000004134553,0.0004287749],"genre_scores_gemma":[0.9985214,0.0005955928,0.00007015381,0.0002033799,0.0005245531,0.000003248846,0.000005030993,0.00001319722,0.00006343178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6434635,"threshold_uncertainty_score":0.5051636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969178648","doi":"10.1007/s10198-019-01097-4","title":"Effects of pay-for-performance for primary care physicians on diabetes outcomes in single-payer health systems: a systematic review","year":2019,"lang":"en","type":"review","venue":"The European Journal of Health Economics","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Diabetes Canada; Fondation de la recherche en santé du Nouveau-Brunswick; Canadian Diabetes Association","keywords":"Pay for performance; Remuneration; Incentive; Medicine; Psychological intervention; Health care; Quality and Outcomes Framework; Family medicine; Population; Systematic review; MEDLINE; Nursing; Environmental health; Business; Primary care; Finance","authors":[{"name":"Neeru Gupta","is_ca":true},{"name":"Holly M. Ayles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08949165885340253,"gpt":0.3896674219998522,"spread":0.3001757631464497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0147286,0.0007146147,0.011403,0.0004499395,0.0004854572,0.0000192554,0.001213997,0.0001517454,0.000001374288],"category_scores_gemma":[0.0004996612,0.0004021671,0.001247165,0.000198556,0.00004703936,0.0001632111,0.0001378737,0.001515431,0.00005534537],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004758174,"about_ca_system_score_gemma":0.006867596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001367881,"about_ca_topic_score_gemma":0.00001112968,"domain_scores_codex":[0.980216,0.009308541,0.008638167,0.0004136887,0.0002412594,0.001182321],"domain_scores_gemma":[0.9733759,0.008542927,0.01657662,0.0009709049,0.0003172983,0.0002163664],"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":[0.00002360201,0.00005864764,0.00008163592,0.8493658,0.000219318,8.909198e-7,0.0005807459,0.00001209389,1.111652e-8,0.00004513914,0.002817363,0.1467947],"study_design_scores_gemma":[0.001188397,0.001908725,0.0001881994,0.7171072,0.0007466762,0.000004989159,0.0002040233,0.000004082982,5.478868e-8,0.00000527256,0.2783646,0.0002777661],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001352015,0.9708911,0.00004707462,0.002424155,0.003599405,0.02223752,0.0003190526,0.00002100922,0.0003255475],"genre_scores_gemma":[0.00006639599,0.9766302,0.0001213483,0.02153464,0.0005783956,0.0005057764,0.00009489133,0.0002298961,0.0002384598],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2755472,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125187389","doi":"10.1007/s10198-009-0162-5","title":"The added value of thorough economic evaluation of telemedicine networks","year":2009,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Telemedicine; Value (mathematics); Computer science; Economics; Health care; Economic growth; Machine learning","authors":[{"name":"Myriam Le Goff-Pronost","is_ca":false},{"name":"Claude Sicotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05863685831769423,"gpt":0.3645995309649456,"spread":0.3059626726472514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02131492,0.0001297462,0.0005409255,0.0001088388,0.0001585493,0.000007720973,0.0002628028,0.00002054566,0.00004313737],"category_scores_gemma":[0.0002057525,0.0000752411,0.000123732,0.00008454276,0.0001172803,0.00008695993,0.00002073417,0.0003048456,0.000003932259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002398524,"about_ca_system_score_gemma":0.0008850076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003515075,"about_ca_topic_score_gemma":0.00001665154,"domain_scores_codex":[0.9956087,0.001316118,0.002423421,0.0001130889,0.0002457291,0.0002929013],"domain_scores_gemma":[0.9959397,0.0003319674,0.002941343,0.0003603963,0.0002815019,0.0001450883],"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":[0.000520764,0.00008115924,0.002025514,0.00005995234,0.0001408208,0.000002702265,0.001197541,0.007638553,0.00003474236,0.001963807,0.01125509,0.9750794],"study_design_scores_gemma":[0.01902358,0.01449247,0.8568459,0.0007082376,0.001006429,0.0008160357,0.004885673,0.03607542,0.0004932728,0.003762096,0.06162399,0.000266905],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530719,0.005190656,0.00118774,0.03595005,0.0008075911,0.0008071605,0.000006366574,0.000007328255,0.002971189],"genre_scores_gemma":[0.9912246,0.004857923,0.0004662344,0.002335818,0.001066972,0.000001051625,0.000009913349,0.00001995906,0.0000174674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9748124,"threshold_uncertainty_score":0.738737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012763061","doi":"10.1007/s10198-009-0154-5","title":"Total or partial knee replacement? Cost-utility analysis in patients with knee osteoarthritis based on a 2-year observational study","year":2009,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Programs for Assessment of Technology in Health Research Institute; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Unicompartmental knee arthroplasty; Medicine; Osteoarthritis; Confidence interval; Oxford knee score; Physical therapy; Knee replacement; Observational study; Prospective cohort study; Cost effectiveness; Arthroplasty; Surgery; Internal medicine","authors":[{"name":"Feng Xie","is_ca":true},{"name":"Ngai-Nung Lo","is_ca":false},{"name":"Jean‐Éric Tarride","is_ca":true},{"name":"Daria O’Reilly","is_ca":true},{"name":"Ron Goeree","is_ca":true},{"name":"Hin-Peng Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04560355670764571,"gpt":0.2882247478032492,"spread":0.2426211910956035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002583433,0.000186646,0.0006348251,0.0002709763,0.0001252802,0.00003394993,0.0001230563,0.00001680711,0.0001476842],"category_scores_gemma":[0.000165452,0.0001198738,0.0001419856,0.0003156588,0.00005279544,0.0001465676,0.00002499301,0.0003672643,0.00002415119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457481,"about_ca_system_score_gemma":0.0003983048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001157979,"about_ca_topic_score_gemma":0.00009023737,"domain_scores_codex":[0.9971533,0.0008227209,0.001207531,0.0002313586,0.0002765403,0.0003084822],"domain_scores_gemma":[0.9983118,0.0001517113,0.0007813552,0.0004321728,0.0001210969,0.0002018825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01011802,0.001133777,0.9548721,0.000008572873,0.0001706082,0.00004364482,0.0004429223,0.00554161,1.270131e-7,0.000008143747,0.0001339165,0.02752657],"study_design_scores_gemma":[0.01568864,0.02246592,0.9597896,0.00006266302,0.0001375619,0.00001397152,0.000324433,0.0009195029,8.340984e-7,0.0000027264,0.0004920638,0.0001020354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950172,0.00001753585,0.00009744226,0.003296652,0.0001684953,0.0009666152,0.00002356188,0.0000119323,0.0004005661],"genre_scores_gemma":[0.9972094,0.000004654894,0.0004355188,0.00210837,0.0001160516,0.000002419321,0.00001798608,0.00002250859,0.00008306796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02742453,"threshold_uncertainty_score":0.488831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024679877","doi":"10.1007/s10198-012-0443-2","title":"Health state utilities for skeletal-related events secondary to bone metastases","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Amgen","keywords":"Medicine; Spinal cord compression; Health economics; Paralysis; Public health; Physical therapy; Population; Cancer; Surgery; Physical medicine and rehabilitation; Demography; Spinal cord; Environmental health; Internal medicine; Pathology; Psychiatry","authors":[{"name":"Louis S. Matza","is_ca":false},{"name":"Karen Chung","is_ca":false},{"name":"Kate Van Brunt","is_ca":false},{"name":"John Brazier","is_ca":false},{"name":"Ada Braun","is_ca":false},{"name":"Brooke M. Currie","is_ca":false},{"name":"Andrew Palsgrove","is_ca":false},{"name":"Evan Davies","is_ca":false},{"name":"Jean‐Jacques Body","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03318882219532682,"gpt":0.2934744214354064,"spread":0.2602855992400795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007470519,0.0002093529,0.0007949724,0.0002362218,0.0001984172,0.00004471756,0.0002702934,0.000009100501,0.0003011248],"category_scores_gemma":[0.0001939607,0.0001518089,0.0002489765,0.00008658794,0.00005875826,0.000206228,0.00008770015,0.000279513,0.0002332513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974865,"about_ca_system_score_gemma":0.0006910841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000509137,"about_ca_topic_score_gemma":0.00000733156,"domain_scores_codex":[0.9962617,0.001000777,0.001875361,0.0001962909,0.0001571334,0.0005087022],"domain_scores_gemma":[0.9972268,0.0001799452,0.001376772,0.0004061272,0.0001615857,0.0006487901],"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":[0.0005747487,0.000463083,0.0002767424,0.001468463,0.0008614933,0.00003400408,0.003123737,0.000655839,0.000008201087,0.0006328034,0.1672962,0.8246047],"study_design_scores_gemma":[0.0196916,0.01100031,0.1626901,0.001185187,0.000503363,0.0007421612,0.007366198,0.001094465,0.00003432816,0.01067926,0.7842438,0.0007692902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8190133,0.005615401,0.00656619,0.1611501,0.001044751,0.003628078,0.0002525885,0.00004688177,0.002682725],"genre_scores_gemma":[0.9392412,0.001908614,0.01556116,0.03884681,0.0002959164,0.00002449186,0.00006628189,0.0001630311,0.003892529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8238354,"threshold_uncertainty_score":0.6190587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027850167","doi":"10.1007/s10198-013-0523-y","title":"The impact of memantine in combination with acetylcholinesterase inhibitors on admission of patients with Alzheimer’s disease to nursing homes: cost-effectiveness analysis in France","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"H. Lundbeck A/S","keywords":"Memantine; Medicine; Nursing homes; Combination therapy; Rivastigmine; Health care; Donepezil; Disease; Dementia; Nursing; Pharmacology; Internal medicine","authors":[{"name":"Jacques Touchon","is_ca":false},{"name":"Jean Lachaîne","is_ca":true},{"name":"C. Beauchemin","is_ca":true},{"name":"A. Granghaud","is_ca":false},{"name":"Benoît Rive","is_ca":false},{"name":"Sébastien Bineau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1318911775190007,"gpt":0.4018044140676045,"spread":0.2699132365486038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01783104,0.0001932392,0.001090142,0.0007500505,0.0001174002,0.00004428151,0.0003522555,0.00002388736,0.00001420321],"category_scores_gemma":[0.0005836276,0.0001281892,0.0001453787,0.0005449656,0.00009380875,0.0003947437,0.00002522592,0.0002374593,0.00001960413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005934708,"about_ca_system_score_gemma":0.0003290811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00048592,"about_ca_topic_score_gemma":0.00006107623,"domain_scores_codex":[0.9936921,0.001808712,0.003848328,0.0002467583,0.00009413784,0.0003099735],"domain_scores_gemma":[0.9928156,0.001006307,0.005312067,0.0004305358,0.000188742,0.0002467798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006412483,0.0005668771,0.8594558,0.00009743254,0.0002227199,8.113604e-7,0.001898561,0.1314795,5.864059e-7,0.0003909297,0.0002109683,0.005034481],"study_design_scores_gemma":[0.002564321,0.0007752507,0.9927202,0.0006669499,0.00002266132,8.157904e-7,0.0003079548,0.002466023,0.000004811754,0.0002292527,0.000113289,0.0001283983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886553,0.000858297,0.0005756951,0.008181889,0.0001238583,0.001457933,0.00006073783,0.00000296292,0.00008332454],"genre_scores_gemma":[0.9990738,0.0001733273,0.000182583,0.0004607524,0.0000445854,0.00001638899,0.00001132018,0.00003249439,0.000004726353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1332644,"threshold_uncertainty_score":0.617992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2286295015","doi":"10.1007/s10198-015-0760-3","title":"Crisis, suicide and labour productivity losses in Spain","year":2016,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministerio de Economía y Competitividad; World Health Organization","keywords":"Recession; Unemployment; Productivity; Salary; Human capital; Demographic economics; Economics; Suicide rates; Euros; Quarter (Canadian coin); Panel data; Suicide prevention; Labour economics; Poison control; Demography; Geography; Economic growth; Medicine; Macroeconomics; Sociology; Environmental health","authors":[{"name":"Berta Rivera","is_ca":false},{"name":"Bruno Casal","is_ca":false},{"name":"Luis Currais","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07431426358468864,"gpt":0.3658542443110508,"spread":0.2915399807263622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01099843,0.0001073467,0.0003324911,0.00009081369,0.0004017213,0.000007499845,0.0001841698,0.00001580468,0.00003063914],"category_scores_gemma":[0.0002789592,0.00005622751,0.00003546011,0.00005056732,0.0000768586,0.0001647205,0.0001269089,0.0003218593,0.00004450654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146767,"about_ca_system_score_gemma":0.00021113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331583,"about_ca_topic_score_gemma":0.000421853,"domain_scores_codex":[0.9956795,0.002864634,0.0009231708,0.0001289564,0.00005110158,0.0003526375],"domain_scores_gemma":[0.9983312,0.0004987197,0.0008226753,0.0001843034,0.00007231726,0.00009078452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000238521,0.00008910909,0.8075992,0.0002593806,0.00007407126,0.00002277063,0.009142535,0.00001156642,0.0000458918,0.006316768,0.02163081,0.1545693],"study_design_scores_gemma":[0.001278622,0.0002227538,0.8905143,0.0003494877,0.000006760434,0.0000160136,0.002338622,7.182645e-7,0.000007930149,0.003230802,0.1019323,0.0001017651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8211142,0.001794329,0.00008005097,0.1752642,0.0004522754,0.0002034333,0.000007797438,0.000008402305,0.001075372],"genre_scores_gemma":[0.9897635,0.00660018,0.00008136217,0.00239121,0.0006418725,0.000001702446,1.865211e-7,0.00002418133,0.0004958227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.172873,"threshold_uncertainty_score":0.3811858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025114724","doi":"10.1007/s10198-009-0151-8","title":"The economics of cochlear implant management in France: a multicentre analysis","year":2009,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Cochlear implant; Cochlear implantation; Medicine; Psychological intervention; Rehabilitation; Health care; Indirect costs; Implant; Adverse effect; Audiology; Physical therapy; Surgery; Business; Nursing; Economics","authors":[{"name":"Laurent Molinier","is_ca":true},{"name":"Hélène Bocquet","is_ca":false},{"name":"Vanina Bongard","is_ca":false},{"name":"Bernard Fraysse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1682263010816129,"gpt":0.3870230008109862,"spread":0.2187966997293733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05150942,0.0002298368,0.001457768,0.0005841781,0.000318031,0.00009835229,0.001028244,0.00004269711,0.00003464452],"category_scores_gemma":[0.0003548908,0.000194904,0.0003843595,0.000326103,0.0001112558,0.0002941189,0.00007174887,0.0003745339,0.0001622909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000587016,"about_ca_system_score_gemma":0.0001820506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001169912,"about_ca_topic_score_gemma":0.0001341848,"domain_scores_codex":[0.9888363,0.001550451,0.008642046,0.0003333011,0.00006425215,0.0005736055],"domain_scores_gemma":[0.9892071,0.0008681086,0.008905234,0.0007621355,0.00006667431,0.0001907813],"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":[0.0006881022,0.001253381,0.06460181,0.0008805844,0.005867985,0.00005750911,0.02665067,0.252558,0.000002174065,0.4405234,0.03533868,0.1715777],"study_design_scores_gemma":[0.006264473,0.0009725426,0.6225355,0.0002632541,0.0001905842,0.0000984885,0.008725519,0.02799306,0.000004648109,0.02499509,0.3071704,0.0007863731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566042,0.01301126,0.002490969,0.1154193,0.001401651,0.00114981,0.0001597312,0.00001763884,0.009745405],"genre_scores_gemma":[0.96931,0.01684746,0.001983936,0.01114533,0.0003536983,0.00000436784,0.000008261549,0.00004162287,0.0003052588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5579337,"threshold_uncertainty_score":0.9766706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057602678","doi":"10.1007/s10198-010-0287-6","title":"Do smoke-free laws affect revenues in pubs and restaurants?","year":2010,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Revenue; Hospitality; Business; Consumption (sociology); Term (time); Law; Economics; Advertising; Finance; Political science; Sociology","authors":[{"name":"Hans Olav Melberg","is_ca":true},{"name":"Karl Erik Lund","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03549654056561515,"gpt":0.2335806351323766,"spread":0.1980840945667614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009971342,0.0001762239,0.0005903178,0.0002153488,0.0001420483,0.000146879,0.000736223,0.00004942374,0.00003350468],"category_scores_gemma":[0.0002634171,0.0001463138,0.0001226831,0.00008334647,0.0001065589,0.0003657208,0.0001537491,0.00071469,0.00005545935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007137596,"about_ca_system_score_gemma":0.00005210143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006775567,"about_ca_topic_score_gemma":0.0003053337,"domain_scores_codex":[0.9976816,0.0002215661,0.001477086,0.0002537928,0.00001989367,0.0003460597],"domain_scores_gemma":[0.9975848,0.0001774433,0.001546716,0.0005051536,0.0000264061,0.0001595045],"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":[0.0006095984,0.0006126335,0.2915464,0.0004079064,0.0004872196,0.0001651855,0.008800122,0.000366557,0.0001544823,0.494684,0.06610082,0.1360651],"study_design_scores_gemma":[0.002185522,0.0004151452,0.7412778,0.00007857139,0.000008171553,0.0002876543,0.000243081,0.00005004754,0.00001269909,0.06111697,0.1939679,0.0003564086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606731,0.005488005,0.00001802929,0.01248666,0.001055674,0.0001755921,0.00004835357,0.000007685288,0.02004692],"genre_scores_gemma":[0.9922779,0.005508697,0.0005967434,0.0009904711,0.0005181174,0.000001381174,0.000001875371,0.00003540057,0.00006946165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4497314,"threshold_uncertainty_score":0.5966503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221031157","doi":"10.1007/s10198-021-01426-6","title":"Consolidated Health Economic Evaluation Reporting Standards 2022 (CHEERS 2022) statement: updated reporting guidance for health economic evaluations","year":2022,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Institute of Health Economics; University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Checklist; Economic evaluation; Context (archaeology); Public health; Health care; Stakeholder; Public relations; Medicine; Political science; Psychology; Nursing; Law","authors":[{"name":"Don Husereau","is_ca":true},{"name":"Michael Drummond","is_ca":false},{"name":"Federico Augustovski","is_ca":false},{"name":"Esther W. de Bekker‐Grob","is_ca":false},{"name":"Andrew Briggs","is_ca":false},{"name":"Chris Carswell","is_ca":false},{"name":"Lisa Caulley","is_ca":true},{"name":"Nathorn Chaiyakunapruk","is_ca":false},{"name":"Dan Greenberg","is_ca":false},{"name":"Elizabeth Loder","is_ca":false},{"name":"Josephine Mauskopf","is_ca":false},{"name":"C. Daniel Mullins","is_ca":false},{"name":"Stavros Petrou","is_ca":false},{"name":"Raoh‐Fang Pwu","is_ca":false},{"name":"Sophie Staniszewska","is_ca":false},{"name":"Ivett Jakab","is_ca":false},{"name":"Emma Kinloch","is_ca":false},{"name":"Eric Low","is_ca":false},{"name":"Jean Mossman","is_ca":false},{"name":"Declan Noone","is_ca":false},{"name":"Phil Posner","is_ca":false},{"name":"Jo Watson","is_ca":false},{"name":"Wendy Babidge","is_ca":false},{"name":"Lyn Beamesderfer","is_ca":false},{"name":"Dior Beerens","is_ca":false},{"name":"Tillie Cryer","is_ca":false},{"name":"Ana Donnelly","is_ca":false},{"name":"Manuel Espinoza","is_ca":false},{"name":"Wolfgang Greiner","is_ca":false},{"name":"Laura E. Happe","is_ca":false},{"name":"Mickaël Hiligsmann","is_ca":false},{"name":"Christine Lainé","is_ca":false},{"name":"Lin Lee","is_ca":false},{"name":"Ken Lee","is_ca":false},{"name":"Natalie Pafitis","is_ca":false},{"name":"Julia Robinson","is_ca":false},{"name":"Kenneth M. Steín","is_ca":false},{"name":"Eva Szunyogová","is_ca":false},{"name":"Wim Weber","is_ca":false},{"name":"Timothy Wrightson","is_ca":false},{"name":"Brian J. Zikmund‐Fisher","is_ca":false},{"name":"Marie-Claude Aubin","is_ca":false},{"name":"Marc L. Berger","is_ca":false},{"name":"John Campbell","is_ca":false},{"name":"Doug Coyle","is_ca":false},{"name":"Matthew S. Dyer","is_ca":false},{"name":"Richard Edlin","is_ca":false},{"name":"Rita Faria","is_ca":false},{"name":"Verónica Murillo Gallegos","is_ca":false},{"name":"Alastair Gray","is_ca":false},{"name":"Scott D. Grosse","is_ca":false},{"name":"Jason R. Guertin","is_ca":false},{"name":"Dyfrig Hughes","is_ca":false},{"name":"Florencia Hutter","is_ca":false},{"name":"Denny John","is_ca":false},{"name":"Hanin Farhana Kamaruzaman","is_ca":false},{"name":"David Kim","is_ca":false},{"name":"Murray Krahn","is_ca":false},{"name":"Dan Moldaver","is_ca":false},{"name":"Ku Rahim Ku AbdNurhasni","is_ca":false},{"name":"Daniela Vianna Pachito","is_ca":false},{"name":"Michael Paulden","is_ca":false},{"name":"Clinton J. Pecenka","is_ca":false},{"name":"Andrés Pichón-Rivière","is_ca":false},{"name":"John Powell","is_ca":false},{"name":"Lisa A. Prosser","is_ca":true},{"name":"Dean A. Regier","is_ca":false},{"name":"Anna Ringborg","is_ca":false},{"name":"Rossana Rivas","is_ca":false},{"name":"Chris Sampson","is_ca":false},{"name":"Marisa Santos","is_ca":false},{"name":"Paul Scuffham","is_ca":false},{"name":"Mark Sculpher","is_ca":false},{"name":"Katia Senna","is_ca":false},{"name":"Eldon Spackman","is_ca":false},{"name":"Lotte Steuten","is_ca":false},{"name":"David Tamblyn","is_ca":false},{"name":"Kilgore Trout","is_ca":false},{"name":"Dick Willke","is_ca":false},{"name":"Torbjørn Wisløff","is_ca":false},{"name":"Tadesse Melaku Abegaz","is_ca":false},{"name":"A. Kostyuk","is_ca":false},{"name":"Kelly Lenahan","is_ca":false},{"name":"Nan Luo","is_ca":false},{"name":"Joshua Soboil","is_ca":false},{"name":"R. White","is_ca":false},{"name":"David Moher","is_ca":false},{"name":"Elizabeth Molsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3635983872176094,"gpt":0.5032702182860541,"spread":0.1396718310684447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5010362,0.000590276,0.003366149,0.0009464927,0.003413852,0.0003145234,0.001286088,0.00006656978,0.001497425],"category_scores_gemma":[0.009445679,0.000700236,0.0006726532,0.0002817746,0.0001765497,0.0009606346,0.0003470688,0.001037565,0.0001901145],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02474151,"about_ca_system_score_gemma":0.01730574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118924,"about_ca_topic_score_gemma":0.0005571578,"domain_scores_codex":[0.8972093,0.01771904,0.07950233,0.002136418,0.0007839988,0.002648902],"domain_scores_gemma":[0.8589335,0.001006213,0.1376427,0.001317121,0.0004678278,0.0006327039],"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":[0.0003459633,0.0002675913,0.003677654,0.000710693,0.000907586,0.00000686436,0.0128505,0.2825354,0.00000497537,0.01320102,0.6635929,0.02189883],"study_design_scores_gemma":[0.008019005,0.002753431,0.00883957,0.0003372993,0.00008150773,0.0005612283,0.01439693,0.1198988,0.00001116586,0.01116926,0.8326228,0.001308949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3843759,0.03951078,0.02531115,0.5077132,0.01485735,0.01144884,0.01245679,0.0002274135,0.004098575],"genre_scores_gemma":[0.9109192,0.005637712,0.01160403,0.06426416,0.003219384,0.0007094385,0.002049071,0.000659141,0.0009378352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5265433,"threshold_uncertainty_score":0.9995449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999308861","doi":"10.1007/s10198-004-0265-y","title":"Time preference bias in time trade-off","year":2004,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Time preference; Preference; Econometrics; Economics; Discounting; Time-trade-off; Psychology; Microeconomics","authors":[{"name":"Marjon van der Pol","is_ca":true},{"name":"Larissa Roux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1918451023523698,"gpt":0.2340095729267405,"spread":0.04216447057437067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006965877,0.0001458568,0.0004710384,0.0001705223,0.0001000816,0.00005147055,0.0005191317,0.00002843711,0.0002691333],"category_scores_gemma":[0.00004677785,0.0001370629,0.0001206517,0.00006776141,0.0000903182,0.0003086953,0.00006234478,0.0002832723,0.003731537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740132,"about_ca_system_score_gemma":0.00007777665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002377118,"about_ca_topic_score_gemma":0.000006127548,"domain_scores_codex":[0.9975886,0.0002068468,0.001692212,0.0001999289,0.00002547569,0.0002868833],"domain_scores_gemma":[0.9980619,0.0000618734,0.00150181,0.0002611123,0.000004472851,0.000108856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000457937,0.002154968,0.2084601,0.0002019232,0.0005888428,0.00009390498,0.02543758,0.4548991,0.0001051164,0.07019679,0.01127273,0.226131],"study_design_scores_gemma":[0.004973112,0.0008714272,0.9038767,0.0001449849,0.00001136005,0.0001581532,0.0002577582,0.002259888,0.00004055633,0.03282706,0.05402336,0.0005556383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796826,0.002071455,0.0002131511,0.006625687,0.0002453698,0.0001682209,0.0000256417,0.000008131523,0.01095974],"genre_scores_gemma":[0.9952095,0.002498449,0.0004787019,0.001277854,0.0001853515,0.000001162462,0.000006099194,0.0000388779,0.0003039788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6954166,"threshold_uncertainty_score":0.9970441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968149689","doi":"10.1007/s10198-014-0616-2","title":"Cost-effectiveness of computed tomography coronary angiography versus conventional invasive coronary angiography","year":2014,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Coronary angiography; Triage; Radiology; Coronary artery disease; Computed tomography; Cost effectiveness; Activity-based costing; Cardiology; Emergency medicine","authors":[{"name":"Meryl Darlington","is_ca":true},{"name":"Pascal Guéret","is_ca":false},{"name":"Jean‐Pierre Laissy","is_ca":false},{"name":"Antoine Filipovic Pierucci","is_ca":true},{"name":"Hassani Maoulida","is_ca":true},{"name":"Céline Quelen","is_ca":true},{"name":"Ralph Niarra","is_ca":false},{"name":"Gilles Châtellier","is_ca":false},{"name":"Isabelle Durand‐Zaleski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04374063368687365,"gpt":0.2894140995461693,"spread":0.2456734658592957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00487274,0.0002113623,0.0007227627,0.0005526299,0.0001490903,0.00002119745,0.0002640635,0.00003115771,0.00001262231],"category_scores_gemma":[0.0001618988,0.0001725928,0.001462564,0.0003385834,0.0003673146,0.0001009093,0.00007433302,0.0003377731,0.00001186335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006980495,"about_ca_system_score_gemma":0.0002918928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001471561,"about_ca_topic_score_gemma":0.000002148463,"domain_scores_codex":[0.9965277,0.00184986,0.0009518756,0.0001891493,0.0001739697,0.0003074837],"domain_scores_gemma":[0.9959056,0.002090975,0.001049649,0.0003507627,0.0003308091,0.0002722299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008463733,0.001003908,0.8984087,0.001000101,0.004659906,0.0001847814,0.0006484065,0.003959342,0.0001049197,0.002509443,0.008817389,0.07023943],"study_design_scores_gemma":[0.007402322,0.002326457,0.9837001,0.0005566806,0.0003604557,0.0005454729,0.0001787422,0.00006981607,0.00007692668,0.0002803112,0.004349689,0.0001530107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742178,0.01210179,0.005166899,0.00144061,0.002831129,0.0008513514,0.00009804349,0.00004032246,0.003252094],"genre_scores_gemma":[0.9971215,0.0005884424,0.00106887,0.0007437733,0.0003697658,0.000002649257,0.00005633364,0.00004604567,0.000002667492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08529148,"threshold_uncertainty_score":0.7038131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604231544","doi":"10.1007/s10198-017-0889-3","title":"Does socioeconomic status affect lengthy wait time in Canada? Evidence from Canadian Community Health Surveys","year":2017,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Socioeconomic status; Inequality; Health equity; Health care; Community health; Nova scotia; Public health; Environmental health; Immigration; Confidence interval; Geography; Demography; Medicine; Socioeconomics; Population; Economic growth; Economics; Sociology","authors":[{"name":"Mohammad Hajizadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08679188043889775,"gpt":0.3839187767947053,"spread":0.2971268963558076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04727261,0.0003343893,0.001208292,0.0001797255,0.004996189,0.00008567737,0.002257021,0.00007209253,0.0003056494],"category_scores_gemma":[0.001157003,0.0002303105,0.0001163649,0.00004469485,0.0001765874,0.0005093015,0.0003510792,0.003103202,0.0007451631],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01766257,"about_ca_system_score_gemma":0.0486535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993316,"about_ca_topic_score_gemma":0.999895,"domain_scores_codex":[0.9577844,0.03685795,0.002977872,0.000303048,0.0001786066,0.00189812],"domain_scores_gemma":[0.9883868,0.003495004,0.00480804,0.001592033,0.0001979094,0.001520283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532792,0.00004994799,0.8606302,0.0004462492,0.0001086045,0.00006767057,0.01683925,0.0005043238,0.000001631819,0.00006280674,0.07717174,0.04396432],"study_design_scores_gemma":[0.0009594216,0.0002308315,0.9655091,0.001097036,0.000007681041,0.000005734462,0.005342693,0.0001372339,9.461262e-7,0.0002821522,0.02622005,0.0002071506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290679,0.002482405,0.000008703266,0.06138263,0.003731755,0.000829945,0.0005509621,0.00001440338,0.001931353],"genre_scores_gemma":[0.9829379,0.006029664,0.0001652305,0.009935746,0.0006752582,0.000003927351,0.00002121853,0.00007935001,0.00015167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048789,"threshold_uncertainty_score":0.9991967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997592243","doi":"10.1007/s10198-013-0470-7","title":"Economic evaluation of nurse-led intensive care follow-up programmes compared with standard care: the PRaCTICaL trial","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Medical Research Council","keywords":"Medicine; Confidence interval; Intensive care unit; Psychological intervention; Economic evaluation; Quality-adjusted life year; Randomized controlled trial; Intensive care; Quality of life (healthcare); Health care; Cost effectiveness; Emergency medicine; Nursing; Intensive care medicine; Surgery","authors":[{"name":"Rodolfo Hernández","is_ca":false},{"name":"D Jenkinson","is_ca":false},{"name":"Luke Vale","is_ca":false},{"name":"Brian H. Cuthbertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1343852796347051,"gpt":0.3938163731591177,"spread":0.2594310935244126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002822408,0.0001631891,0.0006122837,0.00006269979,0.000143457,0.00005800835,0.0001607934,0.00001949235,0.00007646044],"category_scores_gemma":[0.0002341368,0.00008089368,0.0001854329,0.00003644158,0.0001389915,0.0001164921,0.00002239195,0.0002586549,0.00003541617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009696553,"about_ca_system_score_gemma":0.00164108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009250529,"about_ca_topic_score_gemma":0.0001006451,"domain_scores_codex":[0.9972499,0.00118406,0.000981827,0.0001485757,0.0002103405,0.0002252747],"domain_scores_gemma":[0.9963079,0.0002906494,0.001419654,0.0003582855,0.001473952,0.0001495505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.07504295,0.000732634,0.02765279,0.0003270029,0.003936476,0.00005117527,0.1183751,0.004198602,0.000005541568,0.0007900011,0.03622351,0.7326642],"study_design_scores_gemma":[0.3382407,0.04117409,0.1178099,0.001162903,0.004555027,0.001159248,0.4585199,0.001817873,0.0004225305,0.0003242387,0.03426042,0.0005530948],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715765,0.002231674,0.00002088861,0.0220431,0.0007254018,0.002175753,0.00001271245,0.000006810554,0.001207184],"genre_scores_gemma":[0.9978803,0.0003314664,0.0004250948,0.0009093824,0.0003725779,0.00002533192,0.00001321463,0.00003468108,0.000007886877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7321112,"threshold_uncertainty_score":0.3298749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2178840460","doi":"10.1007/s10198-015-0740-7","title":"The time horizon matters: results of an exploratory study varying the timeframe in time trade-off and standard gamble utility elicitation","year":2015,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Eli Lilly and Company","keywords":"Horizon; Economics; Time horizon; Computer science; Operations research; Engineering; Mathematics","authors":[{"name":"Louis S. Matza","is_ca":false},{"name":"Kristina S. Boye","is_ca":false},{"name":"David Feeny","is_ca":true},{"name":"Lee Bowman","is_ca":false},{"name":"Joseph A. Johnston","is_ca":false},{"name":"Katie D. Stewart","is_ca":false},{"name":"Kelly McDaniel","is_ca":false},{"name":"Jessica Jordan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2659945257323806,"gpt":0.3905128972855535,"spread":0.1245183715531729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1453859,0.0001987221,0.0009352227,0.000199256,0.0003767741,0.0001783549,0.0007780232,0.00003901209,0.00001281063],"category_scores_gemma":[0.001523475,0.0001469495,0.00008363385,0.0001418053,0.0002018685,0.0006858594,0.0001017958,0.0004311736,0.0001854763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004542328,"about_ca_system_score_gemma":0.0004409396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129317,"about_ca_topic_score_gemma":0.00009941817,"domain_scores_codex":[0.9860731,0.00637508,0.00664732,0.0003432696,0.0001461656,0.0004151076],"domain_scores_gemma":[0.9914129,0.00177328,0.005794014,0.0006936555,0.00009214604,0.0002339889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00930734,0.002951365,0.0261521,0.0008319848,0.001454909,0.00004088273,0.5045165,0.02392895,0.00002414276,0.007172425,0.2319312,0.1916882],"study_design_scores_gemma":[0.03663053,0.02106069,0.2192373,0.0009625875,0.0001531185,0.0002846855,0.1366087,0.09226538,0.00003496193,0.04186513,0.4487843,0.002112621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177867,0.00341034,0.0001376813,0.07626878,0.0004011992,0.0009031445,0.0001366664,0.00001241979,0.0009430792],"genre_scores_gemma":[0.9939699,0.0006697858,0.0004246315,0.004393768,0.0003940622,0.000008270422,0.000008460039,0.00005789264,0.00007318702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3679077,"threshold_uncertainty_score":0.880005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889132031","doi":"10.1007/s10198-018-1004-0","title":"Long-term medical costs of Alzheimer’s disease: matched cohort analysis","year":2018,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cohort; Medical costs; Disease; Cohort study; Total cost; Emergency medicine; Population; Indirect costs; Danish; Medical diagnosis; Health care; Medical emergency; Environmental health; Internal medicine","authors":[{"name":"Liza Sopina","is_ca":false},{"name":"Eldon Spackman","is_ca":true},{"name":"Janne Martikainen","is_ca":false},{"name":"Gunhild Waldemar","is_ca":false},{"name":"Jan Sørensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04025239596439648,"gpt":0.3550930570005421,"spread":0.3148406610361456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007471967,0.0001080768,0.0005337664,0.000234611,0.0001007569,0.00001902932,0.0003008397,0.00001563567,0.0008685697],"category_scores_gemma":[0.0001420832,0.00007139809,0.0002564358,0.000192038,0.0003108362,0.00006523742,0.0000925442,0.0002630501,0.00008051212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009233543,"about_ca_system_score_gemma":0.0007265581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158156,"about_ca_topic_score_gemma":0.00001156225,"domain_scores_codex":[0.9973555,0.0008472636,0.001030043,0.0001332572,0.0003516763,0.0002822329],"domain_scores_gemma":[0.9979994,0.00008655667,0.0007190258,0.0002979093,0.0003046849,0.0005923758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005180091,0.0002448036,0.9201937,0.00004805973,0.00252352,0.0001449404,0.0001684979,0.000004030938,0.000009386399,0.00005702326,0.001149697,0.07493836],"study_design_scores_gemma":[0.001190143,0.0007850905,0.9957765,0.0001367994,0.001140925,0.00009231806,0.0000611107,0.0001685772,0.00007285507,0.00001833371,0.0005016859,0.00005563275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855137,0.001622712,0.001197349,0.007909507,0.0001690954,0.0002586241,0.000008842595,0.000006028766,0.003314142],"genre_scores_gemma":[0.9955997,0.002185599,0.0000840846,0.001515227,0.0004836723,8.377882e-7,0.00001146282,0.00002136698,0.00009801989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07558286,"threshold_uncertainty_score":0.9510229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112283853","doi":"10.1007/s10198-010-0249-z","title":"Severity as an independent determinant of the social value of a health service","year":2010,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Public health; Health economics; Valuation (finance); Preference; Psychology; Social preferences; Social psychology; Actuarial science; Value (mathematics); Public finance; Social determinants of health; Public economics; Medicine; Economics; Microeconomics; Nursing","authors":[{"name":"Jeff Richardson","is_ca":false},{"name":"John McKie","is_ca":false},{"name":"Stuart Peacock","is_ca":true},{"name":"Angelo Iezzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2444910950526916,"gpt":0.4171684741547995,"spread":0.1726773791021078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08276133,0.000228762,0.001551713,0.0002128431,0.000568339,0.00004958342,0.001436975,0.00007787881,0.00008744584],"category_scores_gemma":[0.0008234527,0.0001936307,0.0002993862,0.0001762246,0.0001969046,0.0004217527,0.0001864959,0.0007900239,0.0001095705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028081,"about_ca_system_score_gemma":0.001670698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794109,"about_ca_topic_score_gemma":0.0007529111,"domain_scores_codex":[0.9857919,0.004019538,0.009201992,0.0003321455,0.0001398346,0.0005145468],"domain_scores_gemma":[0.9807544,0.0004431127,0.01755435,0.000811748,0.0001909206,0.0002454158],"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":[0.0007377039,0.003210931,0.1305267,0.007477872,0.001284609,0.00001147759,0.2213811,0.005672328,0.0001641784,0.507898,0.02534092,0.09629422],"study_design_scores_gemma":[0.003508434,0.001229798,0.8901061,0.0003630428,0.00003240034,0.0003836807,0.008490212,0.003715476,0.00007012202,0.02908481,0.06238009,0.0006358307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164616,0.0006257351,0.0003168258,0.07889541,0.001769743,0.0005208274,0.0001548112,0.000008198374,0.001246793],"genre_scores_gemma":[0.9805408,0.0002819782,0.001040532,0.0173941,0.0006318776,0.000002772914,0.000003812337,0.00005734755,0.00004684882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7595794,"threshold_uncertainty_score":0.9444903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318450151","doi":"10.1007/s10198-023-01566-x","title":"Comparative performance and mapping algorithms between EQ-5D-5L and SF-6Dv2 among the Chinese general population","year":2023,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"National Natural Science Foundation of China","keywords":"Algorithm; Chinese population; Computer science; Biology; Genetics","authors":[{"name":"Shitong Xie","is_ca":true},{"name":"Jing Wu","is_ca":false},{"name":"Gang Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3478915327549663,"gpt":0.3905522858749924,"spread":0.04266075312002615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04010189,0.0002111921,0.001024158,0.0002988785,0.0007536535,0.000161547,0.0003756163,0.00003866832,0.00001276811],"category_scores_gemma":[0.000311348,0.0001657557,0.00008788165,0.0002118624,0.0001693123,0.0005823461,0.0001324802,0.0003950838,0.000162056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411907,"about_ca_system_score_gemma":0.00008783723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000262858,"about_ca_topic_score_gemma":0.00004294433,"domain_scores_codex":[0.9939204,0.001358882,0.003966053,0.0002891604,0.00006288254,0.0004025815],"domain_scores_gemma":[0.9943082,0.0008491397,0.004265664,0.0003254332,0.00004846531,0.0002030464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001887591,0.00001954477,0.9582094,0.000263082,0.000190471,0.000001890303,0.01569313,0.004609607,6.062099e-7,0.002320564,0.006264873,0.01240799],"study_design_scores_gemma":[0.0005651991,0.0001154808,0.9627088,0.00006734311,0.000006201555,0.00002904553,0.001175641,0.02626127,2.27433e-7,0.001735435,0.00717397,0.0001613363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688376,0.001812395,0.0004625148,0.02709383,0.0005521247,0.0004202474,0.00006487173,0.00002267362,0.0007337712],"genre_scores_gemma":[0.9928088,0.002439864,0.0007365501,0.002556182,0.001223653,0.000004821734,0.00001912557,0.00003868999,0.0001722667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03979054,"threshold_uncertainty_score":0.9884171,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4206672650","doi":"10.1007/s10198-021-01412-y","title":"Reliability and validity of using EQ-5D-5L among healthy and adolescents with major mental health disorders in Ethiopia","year":2022,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; University Health Network","funders":"EuroQol Research Foundation","keywords":"Intraclass correlation; Mental health; EQ-5D; Quality of life (healthcare); Medicine; Test (biology); Clinical psychology; Psychiatry; Psychology; Psychometrics; Health related quality of life; Disease; Nursing","authors":[{"name":"Abraham Gebregziabiher Welie","is_ca":false},{"name":"Elly Stolk","is_ca":false},{"name":"Clara Mukuria","is_ca":false},{"name":"Yared Belete Belay","is_ca":false},{"name":"Murray Krahn","is_ca":true},{"name":"Beate Sander","is_ca":true},{"name":"Gebremedhin Beedemariam Gebretekle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2225653808699087,"gpt":0.3650045932164044,"spread":0.1424392123464958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06724339,0.0002172172,0.001302539,0.0003622654,0.000653385,0.0000428044,0.0003699764,0.00003013051,0.00002340897],"category_scores_gemma":[0.0003330482,0.0002199168,0.00008621211,0.0001635683,0.0002636046,0.000381655,0.0002082379,0.0006801288,0.000004161281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280858,"about_ca_system_score_gemma":0.0006761108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005414,"about_ca_topic_score_gemma":0.0008522823,"domain_scores_codex":[0.9883584,0.00479392,0.005786044,0.0004364324,0.0001096977,0.0005155052],"domain_scores_gemma":[0.9913671,0.0003337568,0.007548605,0.0004036743,0.0000372133,0.0003096603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003825956,0.0003097077,0.9755682,0.001391529,0.00005135287,0.000001418537,0.01195926,0.005679466,5.241797e-7,0.001786242,0.0009105699,0.001959164],"study_design_scores_gemma":[0.004036951,0.001549201,0.9728205,0.0003695317,0.000007427087,0.00009974481,0.005900797,0.005924852,3.253453e-7,0.00244932,0.006530677,0.0003106636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550665,0.003309655,0.0004686031,0.03953966,0.0004748129,0.0008423838,0.0001714477,0.000007313623,0.0001196048],"genre_scores_gemma":[0.9904538,0.002376245,0.001308952,0.00568633,0.00010462,0.000004932915,0.000005408114,0.00004957954,0.00001014037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06691034,"threshold_uncertainty_score":0.9604692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947605771","doi":"10.1007/s10198-019-01074-x","title":"Assessing progressivity and catastrophic effect of out-of-pocket payments for healthcare in Canada: 2010–2015","year":2019,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Dalhousie University; World Health Organization","keywords":"Payment; Health care; Business; Economics; Actuarial science; Public economics; Finance; Economic growth","authors":[{"name":"Sterling Edmonds","is_ca":true},{"name":"Mohammad Hajizadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07194744811310802,"gpt":0.3089115405595972,"spread":0.2369640924464892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008169992,0.0001356875,0.0007985285,0.0001732714,0.00006173188,0.00002307141,0.0002803549,0.00002082562,0.000005873047],"category_scores_gemma":[0.00008087802,0.0001155884,0.00007329683,0.00006347251,0.00004008179,0.0001888825,0.00007627932,0.0002278191,0.000004397993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672892,"about_ca_system_score_gemma":0.0006567602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1289088,"about_ca_topic_score_gemma":0.06048651,"domain_scores_codex":[0.9972484,0.0004580723,0.001732075,0.0001803655,0.0000360859,0.0003450589],"domain_scores_gemma":[0.9967312,0.0002206114,0.002606144,0.0002671745,0.00004166344,0.0001331834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006200063,0.000190977,0.5682579,0.00794019,0.0003222172,0.00001629852,0.003413335,0.001807287,0.000007995605,0.01562757,0.003274822,0.3985214],"study_design_scores_gemma":[0.009210117,0.004229218,0.9297749,0.001332687,0.00003590227,0.00006691118,0.001318966,0.002723151,0.0001616114,0.003904778,0.04658362,0.000658169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979471,0.004592058,0.0001816086,0.01363675,0.001110829,0.0006677503,0.0001397244,0.000001856753,0.0001984693],"genre_scores_gemma":[0.9982573,0.0007838306,0.0003201982,0.0004983019,0.00008754714,0.000003361321,0.000004600424,0.00002553518,0.00001928288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3978633,"threshold_uncertainty_score":0.9566572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134757730","doi":"10.1007/s10198-012-0444-1","title":"The impact of tobacco prices on smoking onset in Vietnam: duration analyses of retrospective data","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Vietnamese; Tobacco control; Duration (music); Tobacco use; Medicine; Tobacco industry; Demography; Demographic economics; Economics; Environmental health; Public health","authors":[{"name":"G. Emmanuel Guindon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1267546685950136,"gpt":0.3952788336536641,"spread":0.2685241650586506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004144393,0.00007728492,0.0002926431,0.0001111123,0.00007990188,0.00002349453,0.0002970623,0.00001394684,0.00002121239],"category_scores_gemma":[0.0001977404,0.00004066165,0.0000783406,0.0001054581,0.00005778707,0.000184634,0.00004108078,0.000249605,0.000001534051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376337,"about_ca_system_score_gemma":0.0002224208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003068302,"about_ca_topic_score_gemma":0.00002119809,"domain_scores_codex":[0.998331,0.0004009072,0.0009529022,0.00008762176,0.0001062101,0.0001214163],"domain_scores_gemma":[0.9976009,0.0001506305,0.001652625,0.0004270482,0.0001238594,0.00004499087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002581871,0.0001340034,0.9611374,0.00002145805,0.0001393608,0.000002932951,0.001175506,0.0009655492,0.0002385923,0.00005128614,0.001052783,0.03482292],"study_design_scores_gemma":[0.0005567419,0.0007040172,0.9974433,0.0001320817,0.00003562424,0.00003168458,0.0005792007,0.0002128043,0.0001659129,0.00008128068,0.00002623595,0.00003118093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975166,0.0002075466,0.00003431099,0.001363145,0.0001157393,0.0001797233,0.00001305358,0.000002144625,0.0005677313],"genre_scores_gemma":[0.9989155,0.0008432352,0.00004316679,0.00007255084,0.00009738725,4.007281e-7,0.000009666545,0.00001230793,0.000005797722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03630582,"threshold_uncertainty_score":0.1658134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069591747","doi":"10.1007/s10198-013-0478-z","title":"Cost-effectiveness of injectable disease-modifying therapies for the treatment of relapsing forms of multiple sclerosis in Spain","year":2013,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto East General Hospital","funders":"IC Design Education Center; Biogen","keywords":"Medicine; Glatiramer acetate; Cost effectiveness; Multiple sclerosis; Quality-adjusted life year; Internal medicine; Cost–utility analysis; Interferon beta-1a; Cohort; Disease; Interferon beta; Immunology","authors":[{"name":"Carole Dembek","is_ca":false},{"name":"Leigh Ann White","is_ca":false},{"name":"Jayson Quach","is_ca":true},{"name":"Andrea Szkurhan","is_ca":true},{"name":"Nazia Rashid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2037621890032416,"gpt":0.3524760999388485,"spread":0.1487139109356069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005405842,0.000137763,0.0006959377,0.0001513047,0.0001268923,0.00001170962,0.0002155861,0.00001382722,0.00000733659],"category_scores_gemma":[0.0004536426,0.00007139668,0.0002259643,0.00009977617,0.0002148458,0.0001219699,0.00004434849,0.0001303385,0.000001097987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929294,"about_ca_system_score_gemma":0.0002287307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002603433,"about_ca_topic_score_gemma":0.00003804208,"domain_scores_codex":[0.9975332,0.0008918646,0.001057474,0.0001125365,0.0001220207,0.0002829259],"domain_scores_gemma":[0.9957175,0.00263147,0.001013247,0.000305325,0.0002299288,0.0001025859],"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":[0.006776914,0.00176647,0.2136177,0.002796481,0.001327374,0.000002765829,0.01646313,0.0151632,0.01123094,0.0001844358,0.0001368117,0.7305338],"study_design_scores_gemma":[0.00764009,0.00256281,0.9759608,0.001587546,0.0000656,0.000004604885,0.003419671,0.005632371,0.002367774,0.0001717989,0.000506053,0.00008091178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872888,0.007838144,0.0009129456,0.001556902,0.0001026049,0.002199941,0.00003239964,0.000002990764,0.00006522959],"genre_scores_gemma":[0.9787227,0.02040699,0.0006833632,0.00004336569,0.00006540988,0.00003723967,0.000002074035,0.00003072842,0.000008133204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.762343,"threshold_uncertainty_score":0.2911472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}