{"meta":{"query_hash":"2bf90e06ec0a","filters":{"venue":"Health Economics Review"},"cohort_total":47,"direct_labels_cover":0,"predictions_cover":47,"exported":47,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2bf90e06ec0a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Health+Economics+Review"},"results":[{"id":"W2048913989","doi":"10.1186/s13561-015-0041-y","title":"The social and economic determinants of suicide in Canadian provinces","year":2015,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Health economics; Public finance; Public health; Social policy; Health services research; Animal ecology; Population health; Suicide prevention; Poison control; Geography; Medicine; Development economics; Environmental health; Political science; Economics; Nursing; Biology","score_opus":0.13285505572334436,"score_gpt":0.42197096059147543,"score_spread":0.2891159048681311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048913989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92374897,0.032494716,0.00065983646,0.005425066,0.00011578827,0.00010905222,0.013238711,0.000030878033,0.024177097],"genre_scores_gemma":[0.98187226,0.014283886,0.0004250156,0.0001716827,0.000017849732,0.000016113929,0.0022000014,0.0000055130763,0.0010076615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992224,0.000109338805,0.000037679893,0.00005323475,0.00032379865,0.00025367906],"domain_scores_gemma":[0.9976113,0.00028905788,0.00041730853,0.00008360677,0.0013108293,0.00028791503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011153527,0.00027267457,0.00042686937,0.0033651136,0.0015774108,0.0010948969,0.0008697842,0.00024237492,0.0025676617],"category_scores_gemma":[0.0035942376,0.00017018644,0.00063167885,0.007023708,0.0008094588,0.00028094448,0.0007950682,0.0005365686,0.000108446555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016093598,0.000068522546,0.9091922,0.0007932375,0.00044309974,0.00029416804,0.0020655862,0.0031833204,0.00021347796,0.007907922,0.009097428,0.066580124],"study_design_scores_gemma":[0.000007961706,0.000010416585,0.99061286,0.00028256525,0.00006633626,0.00004947094,0.0014968137,0.0004904562,0.000063276224,0.0004598358,0.006443259,0.000016747194],"about_ca_topic_score_codex":0.9960251,"about_ca_topic_score_gemma":0.9965789,"teacher_disagreement_score":0.031187918,"about_ca_system_score_codex":0.031187918,"about_ca_system_score_gemma":0.054530337,"threshold_uncertainty_score":0.22628528},"labels":[],"label_agreement":null},{"id":"W2123808450","doi":"10.1186/2191-1991-2-5","title":"Community-based health insurance and social capital: a review","year":2012,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre","keywords":"Social capital; Rural area; Health economics; Social policy; Economic growth; Business; Quality (philosophy); Social determinants of health; Public economics; Capital (architecture); Economics; Health care; Political science; Sociology; Geography; Social science","score_opus":0.2923872796725685,"score_gpt":0.38705098476899885,"score_spread":0.09466370509643035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123808450","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011523462,0.9989261,0.000023860994,0.00046444157,0.00006138618,0.000002643584,0.000015839796,8.151603e-7,0.00038968908],"genre_scores_gemma":[0.0015235142,0.9981171,0.000037668302,0.00009052544,0.00012925858,0.0000042740944,0.000017151267,3.747263e-7,0.00008013435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945956,0.00018101028,0.00008041917,0.00008032843,0.0001638534,0.000034872366],"domain_scores_gemma":[0.9955434,0.0032529843,0.00063440675,0.000041795407,0.00039436505,0.00013302111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013438156,0.00063757336,0.0013203947,0.00438299,0.00029420585,0.001471711,0.0008209618,0.0013709553,0.007077558],"category_scores_gemma":[0.0045026033,0.00030186796,0.00064555975,0.007191704,0.00067816005,0.0012660325,0.0007280181,0.0009991337,0.0008112059],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009917098,0.000089098896,0.0017561017,0.074969485,0.00034211265,0.00015444096,0.00014341752,0.0005155589,0.00011521734,0.009590363,0.029397992,0.882827],"study_design_scores_gemma":[0.00004463398,0.00017959178,0.016684983,0.14270973,0.00085447676,0.0015509523,0.0005345262,0.00037659312,0.00016920455,0.00736327,0.8294834,0.00004857251],"about_ca_topic_score_codex":0.004013258,"about_ca_topic_score_gemma":0.0053070853,"teacher_disagreement_score":0.007077558,"about_ca_system_score_codex":0.0011648024,"about_ca_system_score_gemma":0.0030994788,"threshold_uncertainty_score":0.023676753},"labels":[],"label_agreement":null},{"id":"W2129775152","doi":"10.1186/2191-1991-1-15","title":"The effect of job stress on smoking and alcohol consumption","year":2011,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Environmental health; Extant taxon; Alcohol consumption; Coping (psychology); Personality; Population; Consumption (sociology); Public health; Psychology; Medicine; Clinical psychology; Social psychology; Alcohol","score_opus":0.09918292361897535,"score_gpt":0.4213071873091917,"score_spread":0.32212426369021635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129775152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912949,0.005021997,0.00014877648,0.00027026067,0.000022552533,0.000012845072,0.0005364953,0.000003984914,0.0026881506],"genre_scores_gemma":[0.9961085,0.002836723,0.0000754272,0.00004488553,0.00002767288,0.0000059230847,0.0003341259,0.0000013087765,0.0005654166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933666,0.00020761685,0.000036004978,0.000044495544,0.0002194626,0.00015578073],"domain_scores_gemma":[0.9979602,0.0008321923,0.00054218963,0.00006367919,0.00022833906,0.00037343163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008940439,0.00022305794,0.00033713118,0.00083781773,0.0002616442,0.0006268707,0.0002589656,0.00034182923,0.0017177534],"category_scores_gemma":[0.0029993737,0.00011896639,0.0006735088,0.0009389767,0.00026294484,0.00019938816,0.0004001422,0.00031392637,0.00024229335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015383423,0.0000885746,0.9856009,0.00008988728,0.0003329878,0.000051005372,0.00012015705,0.00027226107,0.00035197666,0.00012310459,0.00016650686,0.012648795],"study_design_scores_gemma":[7.98166e-7,0.000022028373,0.9996965,0.0000069073567,0.000024269231,0.00000726321,0.000054479897,0.000049339356,0.000016339622,0.000019382713,0.00010142497,0.0000013700619],"about_ca_topic_score_codex":0.12337492,"about_ca_topic_score_gemma":0.20889312,"teacher_disagreement_score":0.12337492,"about_ca_system_score_codex":0.00092999707,"about_ca_system_score_gemma":0.0014749174,"threshold_uncertainty_score":0.24531358},"labels":[],"label_agreement":null},{"id":"W2157955891","doi":"10.1186/2191-1991-1-8","title":"The effect of seniority and education on departmental dictation utilization","year":2011,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Dictation; Psychological intervention; Medicine; Transcription (linguistics); Seniority; Nursing; Computer science; Speech recognition; Engineering","score_opus":0.13340291068986468,"score_gpt":0.4782729151921197,"score_spread":0.344870004502255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157955891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989396,0.00020807079,0.0001154226,0.00012660491,0.00001198682,0.000017478766,0.000045627083,0.000008105569,0.00052713824],"genre_scores_gemma":[0.99929917,0.00007083131,0.00020981522,0.000047247904,0.000014875651,0.000021458232,0.0000630313,0.0000035789512,0.00027010165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958156,0.001978538,0.00040134307,0.00035983915,0.0007754889,0.000669167],"domain_scores_gemma":[0.9389348,0.032573666,0.01556777,0.0012837943,0.0037328051,0.007907139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050311866,0.00033398616,0.000344737,0.0006074501,0.00036848726,0.0006858988,0.0006574876,0.00034898552,0.0032542495],"category_scores_gemma":[0.03535729,0.00016700114,0.0005862463,0.0004861773,0.00046218088,0.0006029584,0.0008031249,0.0007055068,0.00027158228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005888551,0.0029398254,0.8928768,0.00017980872,0.00021536835,0.00013820258,0.0013905776,0.0008682428,0.0014556877,0.00008678926,0.0007601345,0.09319998],"study_design_scores_gemma":[0.00004081327,0.0041162376,0.99379504,0.000029558085,0.00006587892,0.00006312084,0.0004052506,0.00048540183,0.0006611782,0.000029797216,0.00029915027,0.000008564265],"about_ca_topic_score_codex":0.0025111649,"about_ca_topic_score_gemma":0.0035931293,"teacher_disagreement_score":0.0050311866,"about_ca_system_score_codex":0.0011349865,"about_ca_system_score_gemma":0.0015059155,"threshold_uncertainty_score":0.026607752},"labels":[],"label_agreement":null},{"id":"W2275543456","doi":"10.1186/s13561-016-0086-6","title":"The determinants of the propensity to receive publicly funded home care services for the elderly in Canada: a panel two-stage residual inclusion approach","year":2016,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Receipt; Inclusion (mineral); Public health; Health care; Health services research; Population; Public economics; Gerontology; Medicine; Business; Actuarial science; Environmental health; Economic growth; Nursing; Psychology; Economics; Social psychology; Accounting","score_opus":0.0606203003472165,"score_gpt":0.31990675648164296,"score_spread":0.25928645613442647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275543456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870597,0.000413174,0.0033850472,0.00076234195,0.00001999436,0.00017393657,0.0071295053,0.000042864194,0.0010133805],"genre_scores_gemma":[0.98899615,0.0002120082,0.0025952351,0.00011354033,0.0000107007,0.00013062842,0.0060969894,0.000010433985,0.0018342427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958039,0.0018063828,0.00029369627,0.00058057054,0.00048361823,0.0010318675],"domain_scores_gemma":[0.99328667,0.0023983896,0.0012206296,0.00074046466,0.0016603948,0.0006932819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006603943,0.000707734,0.000929454,0.0011877335,0.0022993532,0.0014563722,0.0027854205,0.00093950244,0.0026878563],"category_scores_gemma":[0.008622303,0.0006716272,0.0023858945,0.0024526126,0.0007843307,0.00063327566,0.0022145207,0.0019028317,0.00034521436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016757642,0.00011568006,0.9882307,0.000053932145,0.0003991554,0.00014589314,0.0008210118,0.003591414,0.00015451782,0.0007181718,0.0011831665,0.004418928],"study_design_scores_gemma":[0.000043476637,0.00012203376,0.9606498,0.000080829326,0.00035850308,0.000051271352,0.0018052586,0.034363437,0.00020796746,0.00036123508,0.0019051909,0.00005098231],"about_ca_topic_score_codex":0.9811762,"about_ca_topic_score_gemma":0.9754092,"teacher_disagreement_score":0.018823802,"about_ca_system_score_codex":0.011449281,"about_ca_system_score_gemma":0.024563877,"threshold_uncertainty_score":0.083070695},"labels":[],"label_agreement":null},{"id":"W2291409634","doi":"10.1186/s13561-016-0121-7","title":"Heterogeneity in general practitioners’ preferences for quality improvement programs: a choice experiment and policy simulation in France","year":2016,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Public finance; Health economics; Health services research; Quality (philosophy); Social policy; Economics; Public economics; Public health; Public choice; Health care management; Medicine; Political science; Macroeconomics; Nursing","score_opus":0.2755963779647132,"score_gpt":0.3967014052254885,"score_spread":0.12110502726077532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291409634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910938,0.00028623597,0.0040161577,0.0010492741,0.000026737525,0.00029655654,0.0003061521,0.000026494054,0.002898637],"genre_scores_gemma":[0.9939004,0.00018779481,0.0036851426,0.00028102193,0.000019532123,0.00041035627,0.00020386683,0.0000064348956,0.0013053743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98027945,0.017333686,0.00026695564,0.00060158176,0.00039878255,0.0011195461],"domain_scores_gemma":[0.90229297,0.089531235,0.0038009235,0.0019527337,0.0013950489,0.0010270007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023639861,0.0008195227,0.0015501892,0.00077778765,0.0008625844,0.00240767,0.0013146006,0.0033124008,0.0054492983],"category_scores_gemma":[0.033540502,0.00041181553,0.0018761454,0.001187561,0.001574418,0.0014004916,0.0011726354,0.0019962233,0.0004793018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01159026,0.014915287,0.05908233,0.00093592674,0.0017044289,0.00089029875,0.0043339035,0.8069356,0.002283347,0.056523032,0.0050110784,0.035794478],"study_design_scores_gemma":[0.009062174,0.011578025,0.05016797,0.000256297,0.0006877274,0.0001251572,0.003645975,0.8775579,0.0014567022,0.037388172,0.007784491,0.000289439],"about_ca_topic_score_codex":0.052939076,"about_ca_topic_score_gemma":0.030431436,"teacher_disagreement_score":0.052939076,"about_ca_system_score_codex":0.0073938956,"about_ca_system_score_gemma":0.0030242947,"threshold_uncertainty_score":0.12502104},"labels":[],"label_agreement":null},{"id":"W2333828614","doi":"10.1186/s13561-016-0097-3","title":"Regional inequalities in child malnutrition in Egypt, Jordan, and Yemen: a Blinder-Oaxaca decomposition analysis","year":2016,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Economic Research Forum","keywords":"Malnutrition; Inequality; Covariate; Population; Geography; Public health; Environmental health; Demography; Socioeconomics; Medicine; Economics; Economic growth; Econometrics; Mathematics; Sociology","score_opus":0.055490670905700125,"score_gpt":0.3523434764556138,"score_spread":0.29685280554991367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333828614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631992,0.0010116275,0.030730266,0.0008186305,0.00007871469,0.00025279136,0.0016228172,0.00006397458,0.002221781],"genre_scores_gemma":[0.98400265,0.00036543602,0.011436618,0.0001615329,0.000048841997,0.00023569023,0.0020491167,0.000018446817,0.0016816295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99365073,0.004231438,0.00030117456,0.0006175368,0.00045827517,0.0007407392],"domain_scores_gemma":[0.99427116,0.0026494958,0.001120653,0.0006040213,0.0010195487,0.00033510372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011065223,0.0008563873,0.0013836622,0.002549617,0.0008123999,0.0017312117,0.00081458595,0.0005522307,0.0039109653],"category_scores_gemma":[0.01483325,0.00045790413,0.004720087,0.002363378,0.0010089811,0.0008583688,0.0030173857,0.0011601753,0.00026313897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010987837,0.00035613903,0.87447476,0.00032361105,0.004906079,0.0008285844,0.0022473494,0.0297204,0.0013856903,0.031220764,0.0064843176,0.046953566],"study_design_scores_gemma":[0.00034693765,0.00051558256,0.65649706,0.00033618318,0.0022273688,0.00026428042,0.00631167,0.3055557,0.0013267813,0.018437853,0.008015951,0.00016468232],"about_ca_topic_score_codex":0.065839656,"about_ca_topic_score_gemma":0.026899327,"teacher_disagreement_score":0.065839656,"about_ca_system_score_codex":0.001672344,"about_ca_system_score_gemma":0.002917213,"threshold_uncertainty_score":0.13091284},"labels":[],"label_agreement":null},{"id":"W2346113032","doi":"10.1186/s13561-016-0092-8","title":"Reablement in community-dwelling older adults: a cost-effectiveness analysis alongside a randomized controlled trial","year":2016,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Context (archaeology); Physical therapy; Rehabilitation; Population; Gerontology; Environmental health; Surgery","score_opus":0.06604203907639974,"score_gpt":0.43076745322648885,"score_spread":0.3647254141500891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346113032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90713674,0.04832001,0.0032858618,0.0015610299,0.0016667849,0.03420644,0.0013301244,0.00023731474,0.0022557126],"genre_scores_gemma":[0.95556444,0.011300138,0.0051779957,0.0008063712,0.0006350754,0.024521416,0.0006471584,0.000021965927,0.0013255036],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9811631,0.015115232,0.0010846163,0.0008518936,0.00085989275,0.000925199],"domain_scores_gemma":[0.9876128,0.007531421,0.0022565806,0.0005597971,0.00082974514,0.001209667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012682211,0.0027416588,0.008900992,0.0024268713,0.000673161,0.0019703833,0.001642625,0.0037306673,0.006292024],"category_scores_gemma":[0.019346181,0.00089489523,0.011295053,0.002058155,0.0014727504,0.002420901,0.0013066392,0.0031600583,0.00037684315],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96832836,0.00465245,0.000539262,0.0049955,0.0066449004,0.00008081893,0.00005424659,0.0006676891,0.00029446214,0.00016011766,0.00025419565,0.013327941],"study_design_scores_gemma":[0.9140509,0.07341751,0.0016087553,0.00061161007,0.008186952,0.00004363198,0.00007173303,0.001231765,0.00014370041,0.0002153045,0.00038758287,0.00003052517],"about_ca_topic_score_codex":0.004069243,"about_ca_topic_score_gemma":0.0046271523,"teacher_disagreement_score":0.012682211,"about_ca_system_score_codex":0.003334022,"about_ca_system_score_gemma":0.0036419686,"threshold_uncertainty_score":0.06707078},"labels":[],"label_agreement":null},{"id":"W2410798305","doi":"10.1186/s13561-016-0101-y","title":"Efficiency of Ontario primary care physicians across payment models: a stochastic frontier analysis","year":2016,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"Ontario Ministry of Health and Long-Term Care; Nederlands Instituut voor Onderzoek van de Gezondheidszorg; Institute for Clinical Evaluative Sciences","keywords":"Primary care; Health services research; Health economics; Public health; Health administration; Payment; Stochastic frontier analysis; Medicine; Frontier; Public finance; Demography; Regression analysis; Family medicine; Actuarial science; Statistics; Geography; Nursing; Economics; Finance; Mathematics","score_opus":0.06818913457131123,"score_gpt":0.3990728923757655,"score_spread":0.3308837578044542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410798305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619005,0.001497366,0.028531514,0.00086087093,0.000009778968,0.0001775185,0.0006555106,0.00003311948,0.0063338983],"genre_scores_gemma":[0.99521303,0.00047713186,0.0030882696,0.00003646402,0.000008868501,0.00003575233,0.00033656092,0.000006490939,0.00079737656],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99658966,0.001825959,0.00011143383,0.00030653176,0.0006434014,0.00052299234],"domain_scores_gemma":[0.99247473,0.005718535,0.00082918187,0.00019996693,0.00062343094,0.00015421715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008198523,0.0007215872,0.0009692753,0.0014005217,0.00067835563,0.0017773651,0.0010476945,0.00070751185,0.0013081097],"category_scores_gemma":[0.016629726,0.00037503007,0.0009882282,0.0015095674,0.0012229244,0.00090685,0.0007488279,0.0004678228,0.00008711909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016799236,0.000082780454,0.088286676,0.00014692826,0.00041685032,0.00017467275,0.00039178625,0.8807063,0.00026774843,0.013629949,0.0012666811,0.014461553],"study_design_scores_gemma":[0.000091135626,0.0001555853,0.118069015,0.000106087005,0.00018006451,0.00007964949,0.00054044113,0.8676599,0.00021141829,0.010981446,0.0018836517,0.00004161235],"about_ca_topic_score_codex":0.48341876,"about_ca_topic_score_gemma":0.32248503,"teacher_disagreement_score":0.51658124,"about_ca_system_score_codex":0.015673246,"about_ca_system_score_gemma":0.008467778,"threshold_uncertainty_score":0.9612099},"labels":[],"label_agreement":null},{"id":"W2476715990","doi":"10.1186/s13561-016-0103-9","title":"Does performance-based financing increase value for money in low- and middle- income countries? A systematic review","year":2016,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; Université de Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"EconLit; Health care; Psychological intervention; Economic evaluation; Health economics; Status quo; Systematic review; Health services research; Medicine; Public economics; Business; MEDLINE; Economics; Nursing; Economic growth; Political science","score_opus":0.05707242460131599,"score_gpt":0.30534477854661773,"score_spread":0.24827235394530175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476715990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016529293,0.9960454,0.00017036547,0.00073284877,0.0001777652,0.00046507307,0.00023191853,0.000006733061,0.0005169147],"genre_scores_gemma":[0.030638272,0.9666272,0.000670027,0.00084401085,0.00012726228,0.00083581585,0.00015017987,0.0000054538145,0.00010185264],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98101485,0.010542034,0.004147024,0.0007449623,0.003027289,0.00052383816],"domain_scores_gemma":[0.93992615,0.047982708,0.007552957,0.0006512549,0.003406791,0.00048012423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020230783,0.0013136276,0.007444739,0.009633543,0.00071067136,0.004657459,0.0016527048,0.002688677,0.0056388117],"category_scores_gemma":[0.09820738,0.0010962747,0.0075601167,0.009860143,0.0012921577,0.0040989383,0.0016973183,0.0018881632,0.0002642585],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003516347,0.000035483074,0.00095761596,0.9355842,0.010470946,0.00007661969,0.00022044561,0.0001460437,0.00005805673,0.00083204434,0.0015515953,0.049715407],"study_design_scores_gemma":[0.00031177397,0.00021049802,0.0030011134,0.95292604,0.031925246,0.0001668389,0.00028286842,0.00010970996,0.000104314044,0.0005069107,0.010426613,0.000028043232],"about_ca_topic_score_codex":0.006935353,"about_ca_topic_score_gemma":0.01648052,"teacher_disagreement_score":0.020230783,"about_ca_system_score_codex":0.007872535,"about_ca_system_score_gemma":0.018308507,"threshold_uncertainty_score":0.10699189},"labels":[],"label_agreement":null},{"id":"W2518172933","doi":"10.1186/s13561-016-0117-3","title":"Cost of a lymphedema treatment mandate-10 years of experience in the Commonwealth of Virginia","year":2016,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Mandate; Medicine; Health economics; Population; Medicare Part B; Actuarial science; Health care; Family medicine; Public health; Environmental health; Business; Nursing; Economics; Finance; Economic growth; Breast cancer; Cancer; Political science; Law; Payment","score_opus":0.1253742157376865,"score_gpt":0.4066667850342888,"score_spread":0.2812925692966023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518172933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85620505,0.0030111566,0.000672653,0.0072271824,0.00038774367,0.00028492598,0.019459736,0.00030488076,0.11244667],"genre_scores_gemma":[0.97026676,0.0012581984,0.00045031932,0.0009600612,0.00009545219,0.00006204627,0.0068571824,0.000023536859,0.020026509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834776,0.00028654234,0.000110279914,0.000106887666,0.00072383264,0.0004246679],"domain_scores_gemma":[0.99805766,0.0002498519,0.00044088214,0.00007706141,0.0004860603,0.00068841537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004886,0.00013815933,0.00013780172,0.00085309526,0.00078096444,0.0014366193,0.0004925278,0.0003897571,0.0054043313],"category_scores_gemma":[0.0034019337,0.000148009,0.000446165,0.0008240874,0.00024843443,0.00036258678,0.0010383901,0.00058120687,0.0010509468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045529634,0.000591051,0.5853276,0.0002480943,0.0004174027,0.00085389643,0.00055268465,0.004563207,0.001995525,0.006157736,0.18347403,0.2153634],"study_design_scores_gemma":[0.000057261055,0.0004008808,0.85000616,0.000209151,0.0001451013,0.0011565203,0.0010646046,0.0028887198,0.00073990267,0.00055819686,0.1427294,0.000044179138],"about_ca_topic_score_codex":0.1663332,"about_ca_topic_score_gemma":0.2748983,"teacher_disagreement_score":0.1663332,"about_ca_system_score_codex":0.005421839,"about_ca_system_score_gemma":0.0063161566,"threshold_uncertainty_score":0.33073008},"labels":[],"label_agreement":null},{"id":"W2554992265","doi":"10.1186/s13561-016-0131-5","title":"Information, regulation and coordination: realist analysis of the efforts of community health committees to limit informal health care providers in Nigeria","year":2016,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Sydney Medical School Foundation; Rotary Foundation","keywords":"Transaction cost; Business; Health care; Public economics; Public relations; Marketing; Economics; Finance; Economic growth","score_opus":0.019935556457933424,"score_gpt":0.3077664169935489,"score_spread":0.28783086053561546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554992265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9583721,0.0005603609,0.0043408233,0.0047840998,0.000024369929,0.00027190265,0.00008969579,0.0000074582535,0.031549245],"genre_scores_gemma":[0.9978981,0.00014608623,0.00072614127,0.00019221562,0.0000067651963,0.000054880904,0.000017494312,0.0000040864907,0.00095412345],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9850213,0.011248404,0.00032992233,0.0005996789,0.0011614142,0.0016392362],"domain_scores_gemma":[0.935875,0.052151654,0.007143933,0.0009923842,0.0025071274,0.0013299237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013211671,0.00019270225,0.00041213952,0.001967736,0.008460299,0.00586864,0.0018068332,0.0024017445,0.0033217522],"category_scores_gemma":[0.023825677,0.00049540255,0.00027644925,0.0026916207,0.012543236,0.0035389941,0.0030694809,0.0025129737,0.00013916114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022776888,0.0005883336,0.08239234,0.00066539895,0.000058891655,0.0042066663,0.6462953,0.0057903896,0.00095771544,0.23006298,0.0026168653,0.026137356],"study_design_scores_gemma":[0.000049838403,0.0001286672,0.047963824,0.00045154398,0.00003929195,0.00027542326,0.89159364,0.010746432,0.0006674425,0.020930579,0.027098296,0.00005507084],"about_ca_topic_score_codex":0.046645407,"about_ca_topic_score_gemma":0.064953886,"teacher_disagreement_score":0.046645407,"about_ca_system_score_codex":0.016789867,"about_ca_system_score_gemma":0.01063594,"threshold_uncertainty_score":0.121819615},"labels":[],"label_agreement":null},{"id":"W2574923109","doi":"10.1186/s13561-016-0138-y","title":"Valuing productivity loss due to absenteeism: firm-level evidence from a Canadian linked employer-employee survey","year":2017,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Absenteeism; Productivity; Wage; Labour economics; Efficiency wage; Economics; Proxy (statistics); Marginal product; Demographic economics; Marginal utility; Business; Production (economics); Economic growth; Microeconomics","score_opus":0.6856691654079659,"score_gpt":0.49690183244379554,"score_spread":0.1887673329641703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574923109","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45847988,0.48522058,0.00314844,0.009206186,0.00038856696,0.00051790033,0.028387936,0.000041984164,0.014608607],"genre_scores_gemma":[0.8841804,0.102920584,0.0011732988,0.0010249116,0.0001295493,0.00013066825,0.009852532,0.0000116274905,0.0005763078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9798426,0.006667979,0.0018739039,0.00090373127,0.009567255,0.0011445282],"domain_scores_gemma":[0.8781219,0.06391387,0.027927078,0.0024425478,0.02449872,0.0030959612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033190716,0.0006364505,0.0015409683,0.007943249,0.00088669197,0.002774544,0.0019936583,0.000854993,0.0017730539],"category_scores_gemma":[0.12531869,0.00036872987,0.002251315,0.020992544,0.001163803,0.001288615,0.0014493142,0.002150632,0.00012985215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00156819,0.00027379586,0.80855614,0.008894082,0.008044634,0.00008111897,0.0006564928,0.0025960805,0.00004426982,0.0022966026,0.011243543,0.15574501],"study_design_scores_gemma":[0.0001226571,0.00012709953,0.98610145,0.003641015,0.0017573365,0.00003501436,0.00042116668,0.0011732001,0.000058823243,0.00045786062,0.00604389,0.000060525883],"about_ca_topic_score_codex":0.8791807,"about_ca_topic_score_gemma":0.89319235,"teacher_disagreement_score":0.12081927,"about_ca_system_score_codex":0.02376915,"about_ca_system_score_gemma":0.019532816,"threshold_uncertainty_score":0.24306154},"labels":[],"label_agreement":null},{"id":"W2586597447","doi":"10.1186/s13561-017-0145-7","title":"Costs of productivity loss due to occupational cancer in Canada: estimation using claims data from Workers’ Compensation Boards","year":2017,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Estimation; Workers' compensation; Productivity; Health economics; Compensation (psychology); Health services research; Public health; Public finance; Environmental health; Business; Actuarial science; Economics; Medicine; Economic growth; Psychology; Nursing; Management","score_opus":0.1384425490334517,"score_gpt":0.40429094190181986,"score_spread":0.26584839286836814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586597447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9498095,0.0022402282,0.002721858,0.0007223774,0.000022781209,0.0003359902,0.03994715,0.000086926724,0.0041131647],"genre_scores_gemma":[0.97657233,0.0011621765,0.0023797767,0.00006530436,0.000013880703,0.000098722376,0.018476803,0.000013383778,0.001217543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826556,0.00019401865,0.00013373385,0.0001931878,0.0008661405,0.00034744234],"domain_scores_gemma":[0.9925929,0.0014354731,0.001995378,0.00023378633,0.0031478023,0.00059466227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020307582,0.00085755007,0.0005989139,0.006486607,0.0013811443,0.0022811312,0.0016395608,0.0005596088,0.0022274994],"category_scores_gemma":[0.009680797,0.0005162971,0.0014171664,0.009175664,0.0006071621,0.0005798913,0.0011231209,0.00088941836,0.00029525705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015238357,0.00007570098,0.96166813,0.00017138533,0.00038756142,0.00013962114,0.00021473486,0.022848828,0.00006808277,0.000544259,0.0030167082,0.010712591],"study_design_scores_gemma":[0.00004550772,0.000049558457,0.93768805,0.00017351462,0.00020420722,0.00012605893,0.00082456745,0.057252556,0.00012469038,0.0004073783,0.0030591392,0.00004474267],"about_ca_topic_score_codex":0.9908347,"about_ca_topic_score_gemma":0.9838484,"teacher_disagreement_score":0.050554257,"about_ca_system_score_codex":0.050554257,"about_ca_system_score_gemma":0.031914968,"threshold_uncertainty_score":0.36679858},"labels":[],"label_agreement":null},{"id":"W2762166969","doi":"10.1186/s13561-017-0170-6","title":"The premarket assessment of the cost-effectiveness of a predictive technology “Straticyte™” for the early detection of oral cancer: a decision analytic model","year":2017,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Population Health Research Institute; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Impact; McMaster University","funders":"Mitacs; Australian Government","keywords":"Histopathology; Medicine; Cancer; Gold standard (test); Surgery; Pathology; Radiology; Internal medicine","score_opus":0.09024091035059727,"score_gpt":0.45257526636961826,"score_spread":0.362334356019021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762166969","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39751038,0.018950993,0.54030526,0.010853851,0.00035854345,0.006205272,0.004826704,0.00027582157,0.02071321],"genre_scores_gemma":[0.91800904,0.004932504,0.06899311,0.00083675265,0.00011491681,0.0033571701,0.00071806635,0.000023295877,0.00301503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.988536,0.009381163,0.00028345978,0.0006961738,0.0005737256,0.00052949943],"domain_scores_gemma":[0.93781173,0.058580883,0.0017112663,0.0003197687,0.0010354086,0.00054092146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022571322,0.0026479394,0.0038773518,0.003908169,0.00061202206,0.004321115,0.0027848724,0.003667423,0.004791189],"category_scores_gemma":[0.040735874,0.0015434575,0.0060735974,0.0022182178,0.0013521474,0.0022366694,0.0019329259,0.0033283576,0.0003273567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010936058,0.0001855946,0.0032320619,0.0009901981,0.0012112686,0.00012562954,0.00012334343,0.9686529,0.00021655664,0.012381444,0.00063047395,0.011156921],"study_design_scores_gemma":[0.00032638144,0.0006125112,0.0009814306,0.0003701691,0.0015615862,0.000083704974,0.00008251018,0.97947514,0.00019701489,0.015280911,0.0009773242,0.000051336796],"about_ca_topic_score_codex":0.011577128,"about_ca_topic_score_gemma":0.004700248,"teacher_disagreement_score":0.022571322,"about_ca_system_score_codex":0.0068629235,"about_ca_system_score_gemma":0.0054414086,"threshold_uncertainty_score":0.11936998},"labels":[],"label_agreement":null},{"id":"W2889988734","doi":"10.1186/s13561-018-0208-4","title":"Extension of mandatory health insurance to informal sector workers in Togo","year":2018,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department for International Development; International Development Research Centre","keywords":"Willingness to pay; Tobit model; Contingent valuation; Health economics; Health services research; Health insurance; Socioeconomics; General partnership; Informal sector; Business; Economics; Economic growth; Health care; Finance","score_opus":0.08052494989775,"score_gpt":0.31838641135282936,"score_spread":0.23786146145507936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889988734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998678,0.000055584685,0.00005754911,0.00015785977,0.000004163444,0.00003936563,0.000111858135,0.0000021764897,0.0008934175],"genre_scores_gemma":[0.99928963,0.00007117686,0.00012338025,0.00006753758,0.0000058448986,0.000052207513,0.000090438036,6.450119e-7,0.00029913554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943465,0.00019837571,0.00002089794,0.00003304843,0.000080833845,0.0002322195],"domain_scores_gemma":[0.99831843,0.00071187207,0.00043690015,0.00009738037,0.00013987887,0.00029561736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011366848,0.00017118099,0.00017686466,0.00080248615,0.0005800917,0.0005661575,0.00038798453,0.00045166246,0.0029776504],"category_scores_gemma":[0.003379918,0.00012017531,0.0002444793,0.0006003123,0.0005910694,0.00032106598,0.0012680636,0.0004474227,0.00022836162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014960393,0.00037491083,0.9529451,0.00028172208,0.000034938865,0.0007387932,0.009396721,0.00028163558,0.0012026099,0.00057052425,0.0010536888,0.032969713],"study_design_scores_gemma":[0.000030508578,0.00042954582,0.9777338,0.00019819538,0.000026585754,0.00018815797,0.01679332,0.0005825819,0.0001718421,0.00038862988,0.0034458607,0.000011014272],"about_ca_topic_score_codex":0.03236394,"about_ca_topic_score_gemma":0.06532839,"teacher_disagreement_score":0.03236394,"about_ca_system_score_codex":0.0015940147,"about_ca_system_score_gemma":0.0024990183,"threshold_uncertainty_score":0.06435114},"labels":[],"label_agreement":null},{"id":"W2891762602","doi":"10.1186/s13561-018-0205-7","title":"How much does community-based targeting of the ultra-poor in the health sector cost? Novel evidence from Burkina Faso","year":2018,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Universität Heidelberg; Deutsche Forschungsgemeinschaft","keywords":"Health economics; Activity-based costing; Government (linguistics); Payment; Business; Health care; Community health; Consumption (sociology); Intervention (counseling); Public economics; Economic interventionism; Economic growth; Environmental health; Economics; Finance; Medicine; Accounting; Nursing","score_opus":0.1531749943116332,"score_gpt":0.32544837462545234,"score_spread":0.17227338031381914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891762602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70808166,0.24089497,0.0021956859,0.023227377,0.00039043647,0.00079836335,0.0023264962,0.0000140879865,0.022070993],"genre_scores_gemma":[0.96539295,0.030734282,0.0006468216,0.002340194,0.00013583718,0.00020335178,0.00021055373,0.000007314024,0.00032881094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.983421,0.012458623,0.0010855981,0.0008601534,0.0010593026,0.0011153383],"domain_scores_gemma":[0.89902943,0.07313801,0.019363802,0.0016675115,0.005369171,0.0014320908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019046111,0.00078225374,0.0011571319,0.0026113086,0.0012770997,0.0035939014,0.0015843742,0.0016517539,0.0075743953],"category_scores_gemma":[0.06860261,0.00040745852,0.0014210884,0.003506518,0.0017807304,0.0026967993,0.002421736,0.0014844043,0.00035630728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068194102,0.0016784795,0.58753395,0.04904695,0.0120243635,0.0026832079,0.018374251,0.0015606004,0.0005549743,0.019328052,0.004552306,0.29584342],"study_design_scores_gemma":[0.0014451953,0.0036890593,0.7137598,0.14470355,0.027327495,0.0015901484,0.04461484,0.0022614107,0.0006444983,0.012046142,0.047732852,0.00018511432],"about_ca_topic_score_codex":0.053623945,"about_ca_topic_score_gemma":0.0626334,"teacher_disagreement_score":0.053623945,"about_ca_system_score_codex":0.0053445436,"about_ca_system_score_gemma":0.006836386,"threshold_uncertainty_score":0.10662365},"labels":[],"label_agreement":null},{"id":"W2940757498","doi":"10.1186/s13561-019-0228-8","title":"Out-of-pocket payments in the context of a free maternal health care policy in Burkina Faso: a national cross-sectional survey","year":2019,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; International Development Research Centre; United Nations Population Fund; United Nations Fund for Population Activities; World Health Organization","keywords":"Health economics; Health services research; Context (archaeology); Public health; Cross-sectional study; Social policy; Health care management; Health policy; Payment; Public finance; Health care; Population health; Environmental health; Healthcare policy; Health administration; Health informatics; Medicine; Economic growth; Health care reform; Political science; Nursing; Business; Geography; Economics","score_opus":0.06284252068122587,"score_gpt":0.4001883295096068,"score_spread":0.33734580882838094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940757498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988636,0.00019474886,0.000036016772,0.00008826901,0.0000020276104,0.000017972212,0.0005292025,8.143797e-7,0.00026735358],"genre_scores_gemma":[0.9989422,0.00028883215,0.00010519402,0.00009696696,0.0000035650298,0.000030756244,0.00040843777,6.75711e-7,0.000123329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918205,0.00032756725,0.00012391822,0.00010170657,0.00011157048,0.00015323964],"domain_scores_gemma":[0.998251,0.0003068086,0.0010034197,0.00007403175,0.00017707882,0.0001875698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015371727,0.0002302721,0.00026244167,0.0006565352,0.00080517045,0.0007191234,0.0004489064,0.0005831303,0.0010864979],"category_scores_gemma":[0.0032697327,0.00037882873,0.00027247524,0.0013878114,0.00036936632,0.00087158487,0.0006697844,0.00060503103,0.0001873594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000152360135,0.00005770727,0.99830747,0.000021485177,0.000020612515,0.00006555806,0.0005920441,0.000017973412,0.00006226293,0.00002152174,0.00009825919,0.00071980094],"study_design_scores_gemma":[0.000003298827,0.00006439868,0.9961612,0.000055025146,0.000014980976,0.0001695725,0.0030433277,0.000119097356,0.000022334854,0.000013354595,0.0003287032,0.0000046348523],"about_ca_topic_score_codex":0.06694992,"about_ca_topic_score_gemma":0.076532766,"teacher_disagreement_score":0.06694992,"about_ca_system_score_codex":0.0012366729,"about_ca_system_score_gemma":0.0009536117,"threshold_uncertainty_score":0.13312042},"labels":[],"label_agreement":null},{"id":"W2953025399","doi":"10.1186/s13561-019-0235-9","title":"Aligning public financial management system and free healthcare policies: lessons from a free maternal and child healthcare programme in Nigeria","year":2019,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"African Population and Health Research Center; University of Oxford; International Development Research Centre","keywords":"Vetting; Health care; Business; Descriptive statistics; Revenue; Health administration; Public health; Finance; Financial management; Payment; Health informatics; Public economics; Economics; Economic growth; Medicine; Nursing","score_opus":0.035144248675446445,"score_gpt":0.30778306566457114,"score_spread":0.2726388169891247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953025399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95975804,0.0030183063,0.00070447085,0.019802395,0.00017165886,0.00018225687,0.000038445727,0.000009212441,0.016315315],"genre_scores_gemma":[0.9944563,0.0020460382,0.0009482233,0.0010779211,0.000020184572,0.00006955544,0.000020192121,0.000004993184,0.0013565901],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99598074,0.002545264,0.00011363634,0.00010548986,0.00028479248,0.0009700926],"domain_scores_gemma":[0.9945629,0.0027213336,0.00071788137,0.00014520762,0.0003428554,0.0015098305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008377787,0.00021319305,0.0002445518,0.0006948231,0.004032838,0.0048109945,0.00075799506,0.001322283,0.0014804037],"category_scores_gemma":[0.0077149337,0.00026747925,0.00016855806,0.0010129155,0.003400004,0.0040421737,0.0036796553,0.0025304,0.00010263705],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024324114,0.0012187641,0.111053854,0.0027111883,0.000032410662,0.01283106,0.6020705,0.0015261716,0.0018443923,0.06254642,0.009135342,0.19478668],"study_design_scores_gemma":[0.000029431323,0.00042856904,0.081692554,0.003721836,0.000024049017,0.00092819944,0.8528103,0.0006111443,0.00072773057,0.0063516847,0.052633144,0.00004143315],"about_ca_topic_score_codex":0.008757099,"about_ca_topic_score_gemma":0.025273884,"teacher_disagreement_score":0.008757099,"about_ca_system_score_codex":0.0067432104,"about_ca_system_score_gemma":0.017785903,"threshold_uncertainty_score":0.04892564},"labels":[],"label_agreement":null},{"id":"W2954213477","doi":"10.1186/s13561-019-0239-5","title":"The medium, the message and the measure: a theory-driven review on the value of telehealth as a patient-facing digital health innovation","year":2019,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Sydney Medical School; National Health and Medical Research Council; Medical Research Council","keywords":"Telehealth; Digital health; Measure (data warehouse); Health economics; Health services research; Health administration; Health informatics; Value (mathematics); Telemedicine; Digital advertising; Public health; Health care management; Business; Health care; Knowledge management; Computer science; Medicine; Marketing; Nursing; Economics; Data mining; Social media marketing; Economic growth","score_opus":0.08498310095318941,"score_gpt":0.3975965974381594,"score_spread":0.31261349648497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954213477","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008705527,0.99793774,0.0002864547,0.0011936849,0.00014257354,0.000023442277,0.000012487865,0.000002477305,0.00031410437],"genre_scores_gemma":[0.004419186,0.9921228,0.0009973112,0.0019735994,0.00027229838,0.00011197026,0.000022781267,0.0000067769856,0.000073167226],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9762138,0.013136335,0.005001838,0.0014725057,0.003781511,0.00039390553],"domain_scores_gemma":[0.7186835,0.26549393,0.0074162413,0.0016599628,0.0060099806,0.00073636277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0420521,0.0013584152,0.0070147277,0.009202255,0.000895268,0.008340238,0.003853895,0.0050822664,0.0048376303],"category_scores_gemma":[0.11494861,0.0012387554,0.0038672853,0.010399236,0.0057649263,0.009330807,0.002724024,0.006677276,0.00089168217],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005015683,0.00012411918,0.0006384676,0.36542132,0.0021790192,0.00010117625,0.0007738245,0.00079392345,0.00027111452,0.03714848,0.008743137,0.5833038],"study_design_scores_gemma":[0.00022347059,0.0005238561,0.0026541774,0.7216421,0.007076973,0.00047706513,0.00096554944,0.00060396007,0.0005105117,0.027832113,0.23736887,0.00012132864],"about_ca_topic_score_codex":0.0058795577,"about_ca_topic_score_gemma":0.008632536,"teacher_disagreement_score":0.0420521,"about_ca_system_score_codex":0.008338861,"about_ca_system_score_gemma":0.012943511,"threshold_uncertainty_score":0.22239542},"labels":[],"label_agreement":null},{"id":"W3041986029","doi":"10.1186/s13561-020-00279-8","title":"The impact of high intensity care around birth on long-term neurodevelopmental outcomes","year":2020,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Referral; Residence; Health care; Demography; Metropolitan area; Health services research; Health economics; Pediatrics; Cerebral palsy; Public health; Family medicine; Nursing","score_opus":0.05192487803760794,"score_gpt":0.3419263477253092,"score_spread":0.2900014696877013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041986029","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45085505,0.4561174,0.0022647723,0.04763477,0.00050977524,0.0001765288,0.003569352,0.000028279916,0.038844045],"genre_scores_gemma":[0.7980875,0.19639306,0.0014276709,0.0018745799,0.00031449672,0.00006109089,0.00078423147,0.00001071009,0.001046692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984119,0.00058875204,0.0000907216,0.00010168082,0.0004567125,0.0003503286],"domain_scores_gemma":[0.9941204,0.0025323834,0.0015276037,0.00011884135,0.0010087417,0.0006919805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024607761,0.00024364716,0.000371025,0.0012255406,0.00039520205,0.0011192865,0.00096673076,0.000474019,0.0029107747],"category_scores_gemma":[0.01096949,0.00010663112,0.0007423137,0.0017186783,0.0008209442,0.000434754,0.0011698116,0.0009615073,0.00012555785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046898288,0.00038232157,0.49163195,0.0043357243,0.0025944896,0.000405806,0.0004671734,0.007095369,0.00037853315,0.028068312,0.01204473,0.4521265],"study_design_scores_gemma":[0.0000487833,0.0002720125,0.9640239,0.0058501563,0.00085237983,0.00043914642,0.00084561354,0.00096109405,0.00024597356,0.005125221,0.021305973,0.000029817558],"about_ca_topic_score_codex":0.28581673,"about_ca_topic_score_gemma":0.35376683,"teacher_disagreement_score":0.28581673,"about_ca_system_score_codex":0.009755855,"about_ca_system_score_gemma":0.010200824,"threshold_uncertainty_score":0.5683062},"labels":[],"label_agreement":null},{"id":"W3087670011","doi":"10.1186/s13561-024-00586-4","title":"Business cycle sensitivity of Statutory Health Insurance: evidence from the Czech Republic","year":2024,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business cycle; Recession; Revenue; Health care; Index (typography); Quarter (Canadian coin); Business; Economics; Labour economics; Finance; Macroeconomics; Economic growth","score_opus":0.14153082811380743,"score_gpt":0.4791306736472576,"score_spread":0.3375998455334501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087670011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98347133,0.0043704556,0.0006900713,0.0011053067,0.000038475508,0.000045686,0.0042764223,0.00004489992,0.0059573855],"genre_scores_gemma":[0.9971204,0.0008321036,0.00006587477,0.00008360628,0.0000138588,0.000004320364,0.0016219657,0.0000127764115,0.00024492605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863714,0.00025187436,0.00017927683,0.00025217645,0.00036468124,0.00031487658],"domain_scores_gemma":[0.98496175,0.004691569,0.0067756325,0.0010514425,0.001675795,0.0008438597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003007833,0.0002536062,0.00045187154,0.0023568773,0.00041656021,0.0024142861,0.0007191597,0.00037018486,0.0031377743],"category_scores_gemma":[0.01365886,0.00028517595,0.0013817976,0.003261276,0.00090061355,0.00086584326,0.0014297331,0.0010499867,0.00036084483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038109146,0.00008733691,0.9766014,0.00027888466,0.0005539332,0.0003523246,0.00036278978,0.0060540726,0.00036904696,0.0022268672,0.0025772685,0.01015493],"study_design_scores_gemma":[0.000029309724,0.00005697041,0.99080276,0.00014467243,0.00022046494,0.00008276768,0.0007009141,0.0034799173,0.00025693385,0.00041789643,0.003780887,0.000026512002],"about_ca_topic_score_codex":0.11903308,"about_ca_topic_score_gemma":0.070602514,"teacher_disagreement_score":0.11903308,"about_ca_system_score_codex":0.0020648893,"about_ca_system_score_gemma":0.002128102,"threshold_uncertainty_score":0.23668051},"labels":[],"label_agreement":null},{"id":"W3109998109","doi":"10.1186/s13561-020-00294-9","title":"Nonparametric estimation of a primary care production function in urban Brazil","year":2020,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nonparametric statistics; Production function; Econometrics; Diseconomies of scale; Returns to scale; Production (economics); Economics; Estimation; Capital (architecture); Economies of scale; Actuarial science; Microeconomics; Geography","score_opus":0.11991475758702745,"score_gpt":0.39136647884968895,"score_spread":0.2714517212626615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109998109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8760108,0.0008596756,0.11575857,0.00081550365,0.00001656254,0.00011577033,0.0033679397,0.00021503022,0.0028401061],"genre_scores_gemma":[0.9881982,0.00014384958,0.009428273,0.000049390746,0.0000093412655,0.00005739068,0.0016828189,0.000013919056,0.00041682014],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.998133,0.0010640516,0.00008095036,0.0004175921,0.00014705712,0.00015742746],"domain_scores_gemma":[0.9823729,0.013153506,0.0021453607,0.0013743656,0.00079712056,0.00015661187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005228727,0.00055649446,0.0006637381,0.0009360678,0.00031894835,0.0010718482,0.0010550985,0.00064812176,0.0013333852],"category_scores_gemma":[0.024684897,0.00033053444,0.0011531024,0.0013094192,0.0007960534,0.00069010106,0.0009812509,0.00064103596,0.0001963814],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021608699,0.00019604032,0.4290321,0.00035553967,0.00037186008,0.0006139154,0.00082205853,0.5033017,0.0010858739,0.020113891,0.0027652024,0.041125827],"study_design_scores_gemma":[0.00004875506,0.00008949922,0.16486411,0.000116601484,0.000063254054,0.00020943357,0.00053390587,0.8143389,0.00058985216,0.015764164,0.0033390133,0.000042512915],"about_ca_topic_score_codex":0.0553896,"about_ca_topic_score_gemma":0.024341987,"teacher_disagreement_score":0.0553896,"about_ca_system_score_codex":0.0015143134,"about_ca_system_score_gemma":0.0009808845,"threshold_uncertainty_score":0.11013442},"labels":[],"label_agreement":null},{"id":"W3110897414","doi":"10.1186/s13561-020-00299-4","title":"Custom-made health-care: an experimental investigation","year":2020,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Capitation; Remuneration; Health economics; Fee-for-service; Payment; Incentive; Health care; Capitation fee; Medicine; Spillover effect; Health care management; Family medicine; Actuarial science; Business; Public health; Nursing; Finance; Economics","score_opus":0.18485100601808546,"score_gpt":0.3537357608826892,"score_spread":0.16888475486460375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110897414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809568,0.0005584855,0.006532275,0.0004499736,0.00031545822,0.0070381775,0.0003733295,0.000052700165,0.0037228158],"genre_scores_gemma":[0.9542068,0.0008219839,0.017935025,0.00089282496,0.00036524693,0.020915648,0.0003618734,0.000026102534,0.004474433],"study_design_codex":"nonrandomized_trial","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9916939,0.0053306017,0.00048643304,0.0011786659,0.00083093735,0.00047937388],"domain_scores_gemma":[0.9336074,0.05133189,0.0077278605,0.0049140533,0.0012365915,0.0011821709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01250573,0.0012325605,0.0013527103,0.00045958857,0.00072527106,0.0014350421,0.0023438057,0.0022081567,0.009565315],"category_scores_gemma":[0.024150519,0.00078872574,0.0013382866,0.0006043351,0.0023310992,0.0013986577,0.001043131,0.0019228562,0.00053430133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.22575097,0.5883328,0.01460118,0.0067111985,0.0028006032,0.0005604233,0.002765198,0.014240321,0.02668487,0.030268226,0.004257665,0.08302652],"study_design_scores_gemma":[0.1397256,0.6908057,0.039826743,0.0009284433,0.0047113523,0.00038814463,0.0013503194,0.05033171,0.015506734,0.038762942,0.017305916,0.00035645676],"about_ca_topic_score_codex":0.0016361192,"about_ca_topic_score_gemma":0.0012385402,"teacher_disagreement_score":0.01250573,"about_ca_system_score_codex":0.0020584145,"about_ca_system_score_gemma":0.0021006924,"threshold_uncertainty_score":0.06613737},"labels":[],"label_agreement":null},{"id":"W3119888458","doi":"10.1186/s13561-020-00300-0","title":"Practices of decision making in priority setting and resource allocation: a scoping review and narrative synthesis of existing frameworks","year":2021,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"National Pharmaceutical Council","keywords":"Health care; Grey literature; Health economics; Resource allocation; Health administration; Stakeholder; Health services research; Health policy; Management science; Process management; Medicine; Computer science; Economics; Business; Political science; Public relations; MEDLINE; Economic growth","score_opus":0.5457552633713069,"score_gpt":0.5781093856060537,"score_spread":0.032354122234746874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119888458","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010732011,0.8773075,0.050038382,0.027299993,0.002168665,0.013157829,0.0025730017,0.00012180496,0.016600857],"genre_scores_gemma":[0.13365626,0.72397465,0.109213606,0.0044788243,0.0005275887,0.025108974,0.0016436856,0.0000930155,0.0013034357],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.7746367,0.14678103,0.051177174,0.0064115687,0.018463433,0.002530136],"domain_scores_gemma":[0.60102385,0.3254389,0.026607374,0.008922922,0.036684357,0.001322524],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.22347224,0.0029679225,0.005224622,0.04943739,0.004744664,0.014663006,0.0046529677,0.0042716507,0.0037710075],"category_scores_gemma":[0.36525106,0.0021858332,0.0067594894,0.047012713,0.0061636795,0.015412565,0.009795844,0.004912559,0.0006435467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024496863,0.00008725334,0.0025716526,0.5012073,0.0018417645,0.0007541234,0.053052455,0.0029614915,0.00057031866,0.0778111,0.014272225,0.34462535],"study_design_scores_gemma":[0.00006163766,0.00010225531,0.0011893241,0.87645566,0.0019644126,0.00026163433,0.021365441,0.0010426639,0.0005404031,0.020026462,0.07689117,0.00009892115],"about_ca_topic_score_codex":0.013240878,"about_ca_topic_score_gemma":0.019260505,"teacher_disagreement_score":0.22347224,"about_ca_system_score_codex":0.025533658,"about_ca_system_score_gemma":0.09131413,"threshold_uncertainty_score":0.95759696},"labels":[],"label_agreement":null},{"id":"W3160874712","doi":"10.1186/s13561-021-00315-1","title":"Analytical methods to assess the impacts of activity-based funding (ABF): a scoping review","year":2021,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Royal College of Surgeons in Ireland; Health Research Board","keywords":"Health services research; Systematic review; Medicine; Health economics; Strengths and weaknesses; MEDLINE; Psychological intervention; Health policy; Health care; Public health; Actuarial science; Family medicine; Psychology; Nursing; Political science; Business","score_opus":0.49681987760108615,"score_gpt":0.6897097553385646,"score_spread":0.19288987773747845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160874712","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00227729,0.89383096,0.04333003,0.004648763,0.0015219633,0.043572724,0.0042371023,0.00022006161,0.006361124],"genre_scores_gemma":[0.029935582,0.74662095,0.11395886,0.0020078397,0.0005774046,0.10344799,0.002618557,0.00010270013,0.0007300794],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.7594909,0.12243931,0.07412066,0.007233368,0.034975287,0.0017405106],"domain_scores_gemma":[0.48420754,0.40217808,0.046505358,0.012657378,0.053387675,0.0010638929],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.24865305,0.0053558936,0.012302443,0.07764726,0.0039609117,0.0140308505,0.0064780205,0.0052550337,0.009415062],"category_scores_gemma":[0.49286178,0.003420719,0.019011801,0.055333152,0.0046689943,0.011541045,0.0087965615,0.0042237747,0.0015809874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018127877,0.00006925992,0.001884993,0.77371144,0.007938736,0.00019020638,0.0017070288,0.0013604364,0.00025004614,0.0073085725,0.0050702794,0.20032762],"study_design_scores_gemma":[0.00011334799,0.00015193624,0.0016154005,0.9387171,0.013198751,0.00016266045,0.001174816,0.0007429071,0.0003597039,0.006459954,0.037199765,0.000103670325],"about_ca_topic_score_codex":0.008638043,"about_ca_topic_score_gemma":0.013309478,"teacher_disagreement_score":0.24865305,"about_ca_system_score_codex":0.015905883,"about_ca_system_score_gemma":0.05222346,"threshold_uncertainty_score":0.92654455},"labels":[],"label_agreement":null},{"id":"W3165991128","doi":"10.1186/s13561-021-00317-z","title":"Distributed education enables distributed economic impact: the economic contribution of the Northern Ontario School of Medicine to communities in Canada","year":2021,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; Laurentian University","funders":"University of Waterloo; Ontario Ministry of Health and Long-Term Care","keywords":"Economic impact analysis; Population; Disadvantaged; Economic growth; Salary; Reimbursement; Economic evaluation; Socioeconomics; Geography; Political science; Economics; Demography; Health care; Sociology","score_opus":0.03814123224591177,"score_gpt":0.38473920072819284,"score_spread":0.3465979684822811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165991128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8978255,0.0057125497,0.0015807966,0.014823418,0.00011903422,0.00030196484,0.010059345,0.00007225163,0.06950519],"genre_scores_gemma":[0.9884289,0.0019730695,0.00091939076,0.0002794341,0.000024500861,0.000056134297,0.0013567307,0.000015960053,0.0069459938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784064,0.00033822306,0.00005527831,0.000118739015,0.00074220105,0.0009048497],"domain_scores_gemma":[0.9948485,0.00041797548,0.0005791049,0.00010203361,0.0014364045,0.0026159855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012853733,0.00030736014,0.00033515162,0.002258121,0.0029600791,0.0032183253,0.0011102511,0.0003659677,0.0066279015],"category_scores_gemma":[0.006509806,0.00021974964,0.0005943103,0.0043792357,0.0010000103,0.00096738304,0.0027530354,0.0007345018,0.00029379633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026698032,0.0001734187,0.8611031,0.00039051092,0.00019035368,0.00045732417,0.0031585053,0.0056815566,0.00018433091,0.012647216,0.023852034,0.09189471],"study_design_scores_gemma":[0.000034734378,0.000056116132,0.9582426,0.00048732155,0.00011334808,0.000107713844,0.006766768,0.0055633974,0.00008203929,0.0014547514,0.02705333,0.00003788605],"about_ca_topic_score_codex":0.9936028,"about_ca_topic_score_gemma":0.9972893,"teacher_disagreement_score":0.9147779,"about_ca_system_score_codex":0.085222125,"about_ca_system_score_gemma":0.120966464,"threshold_uncertainty_score":0.6183327},"labels":[],"label_agreement":null},{"id":"W3166944300","doi":"10.1186/s13561-021-00318-y","title":"Economic evaluation of HIV testing options for low-prevalence high-income countries: a systematic review","year":2021,"lang":"en","type":"review","venue":"Health Economics Review","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Bruyère; University of Ottawa; Saskatchewan Health Authority","funders":"","keywords":"Economic evaluation; Medicine; Health economics; Systematic review; Cost effectiveness; Public health; Quality-adjusted life year; Cost–benefit analysis; Environmental health; Human immunodeficiency virus (HIV); Family medicine; MEDLINE; Risk analysis (engineering); Nursing; Pathology","score_opus":0.17599750560106808,"score_gpt":0.48479742922988023,"score_spread":0.30879992362881215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166944300","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013701774,0.99644864,0.00034850754,0.0006186561,0.00011903349,0.0003638215,0.0002835168,0.0000065892846,0.00044093854],"genre_scores_gemma":[0.04120886,0.9548041,0.00173768,0.0006911414,0.00017112758,0.0010427831,0.00023635097,0.00000798626,0.0000999857],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9722961,0.017722934,0.00504136,0.0009503132,0.0034137226,0.00057563954],"domain_scores_gemma":[0.8903089,0.09430765,0.009874844,0.000719203,0.0042831376,0.00050631555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02876669,0.0021130606,0.009932323,0.0117232455,0.0006669635,0.0044744527,0.0017697597,0.002234912,0.004923632],"category_scores_gemma":[0.11673522,0.0011692987,0.010597628,0.009382905,0.0011781473,0.0026796116,0.0015041964,0.002101194,0.00021786743],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008587356,0.00006471131,0.0014842077,0.8942443,0.023327425,0.00011385862,0.00010331404,0.0007925016,0.000071940376,0.00153391,0.0016727198,0.07573242],"study_design_scores_gemma":[0.0010044042,0.00050487375,0.0048359954,0.89203787,0.08396052,0.0003141033,0.00023100589,0.000646418,0.0002745511,0.002228537,0.013905403,0.000056341614],"about_ca_topic_score_codex":0.0064334925,"about_ca_topic_score_gemma":0.011292003,"teacher_disagreement_score":0.02876669,"about_ca_system_score_codex":0.008296932,"about_ca_system_score_gemma":0.013007855,"threshold_uncertainty_score":0.1521346},"labels":[],"label_agreement":null},{"id":"W4200355147","doi":"10.1186/s13561-021-00344-w","title":"Out-of-pocket payments and catastrophic expenditures due to traffic injuries in Ouagadougou, Burkina Faso","year":2021,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Traffic and Road Safety","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Payment; Equity (law); Consumption (sociology); Environmental health; Occupational safety and health; Poison control; Health economics; Medicine; Socioeconomics; Injury prevention; Health care; Business; Economics; Economic growth; Finance","score_opus":0.02167471466285253,"score_gpt":0.27907443341278704,"score_spread":0.2573997187499345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200355147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989974,0.00017578753,0.000060417577,0.00008052516,0.0000012946639,0.0000084157655,0.00036256076,8.909812e-7,0.00031267633],"genre_scores_gemma":[0.99933463,0.00022698558,0.00009099225,0.000016660291,0.0000024722374,0.000008196717,0.00017243385,3.3334774e-7,0.0001472899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998036,0.000068824615,0.00002076868,0.00002356944,0.000022492155,0.000060722912],"domain_scores_gemma":[0.9992447,0.000098718476,0.00049384014,0.0000140435695,0.00006506507,0.00008361415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476317,0.00026835772,0.000129672,0.0008526829,0.0004885198,0.00049907865,0.00022206947,0.00022645466,0.0010648662],"category_scores_gemma":[0.0013627517,0.00013262925,0.00016125831,0.0010524447,0.00019733154,0.00043650265,0.0005097213,0.00023063115,0.00011417245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009710377,0.000018766843,0.99817646,0.000011144752,0.0000107132655,0.000073767515,0.00026910027,0.000058713566,0.00006128835,0.000026472884,0.00005108396,0.0012327818],"study_design_scores_gemma":[0.0000016261033,0.000026584423,0.997355,0.000041285213,0.000011510259,0.00014841578,0.0017146084,0.0003597526,0.00003282096,0.00003154162,0.0002740787,0.000002875439],"about_ca_topic_score_codex":0.12754701,"about_ca_topic_score_gemma":0.18190338,"teacher_disagreement_score":0.12754701,"about_ca_system_score_codex":0.00079274416,"about_ca_system_score_gemma":0.00080813206,"threshold_uncertainty_score":0.25360924},"labels":[],"label_agreement":null},{"id":"W4205403343","doi":"10.1186/s13561-021-00352-w","title":"Quality of life and cost consequence of delays in endovascular treatment for acute ischemic stroke in China","year":2022,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Medicine; Neurology; Health economics; China; Stroke (engine); Public finance; Health services research; Public health; Quality of life (healthcare); Health care management; Ischemic stroke; Internal medicine; Cardiology; Emergency medicine; Intensive care medicine; Economics; Ischemia; Nursing; Political science; Psychiatry; Engineering","score_opus":0.06952746798988123,"score_gpt":0.37267122961954935,"score_spread":0.3031437616296681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205403343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971083,0.0006551776,0.00038600882,0.0005807813,0.000011642758,0.000029286392,0.0006247385,0.0000061089186,0.00059801387],"genre_scores_gemma":[0.9994324,0.0001278064,0.00008028143,0.00003589384,0.0000040070227,0.000012735421,0.00021330737,0.0000011607831,0.000092316164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988355,0.0004710137,0.00009128544,0.00012840451,0.00017917433,0.00029454657],"domain_scores_gemma":[0.99713326,0.0011071424,0.0008951034,0.00010600951,0.00042077748,0.00033766887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002592551,0.00043676468,0.0005198288,0.0010098274,0.00032150978,0.0009797637,0.0007818331,0.00055394584,0.0019915474],"category_scores_gemma":[0.007104823,0.00025814964,0.0018706387,0.0012957853,0.00051749486,0.0007741514,0.00079003157,0.000668166,0.00005415085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011938716,0.00032060102,0.69779855,0.0002989603,0.001199733,0.0008325308,0.00021718153,0.2795677,0.00033652716,0.0025739921,0.0012360731,0.014424367],"study_design_scores_gemma":[0.00032991174,0.00072348345,0.64801675,0.0001788861,0.0010300941,0.00026998838,0.0004752421,0.34200397,0.00039400905,0.0055749,0.0009172775,0.00008543123],"about_ca_topic_score_codex":0.07565851,"about_ca_topic_score_gemma":0.039431546,"teacher_disagreement_score":0.07565851,"about_ca_system_score_codex":0.006963733,"about_ca_system_score_gemma":0.0045783105,"threshold_uncertainty_score":0.15043622},"labels":[],"label_agreement":null},{"id":"W4210916068","doi":"10.1186/s13561-022-00359-x","title":"Economic impact of powered stapler in video-assisted thoracic surgery lobectomy for lung Cancer in a Chinese tertiary hospital: a cost-minimization analysis","year":2022,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"Ethicon","keywords":"Cardiothoracic surgery; Health economics; Lung cancer; Medicine; Cardiac surgery; Surgery; General surgery; Public health; Internal medicine; Pathology","score_opus":0.025488153420275814,"score_gpt":0.4089169294067269,"score_spread":0.3834287759864511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210916068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747926,0.00054076104,0.00084939733,0.00040599823,0.000007650603,0.0000935426,0.00022053518,0.0000048257825,0.0003980861],"genre_scores_gemma":[0.99897146,0.00022105561,0.00040621782,0.000048436028,0.0000071224567,0.000041387553,0.00020759799,0.0000014453515,0.0000952996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821377,0.00076239085,0.00013131034,0.0001544351,0.0003114743,0.00042665834],"domain_scores_gemma":[0.9976017,0.001199604,0.0005426496,0.00006765751,0.0002644161,0.00032410875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028121248,0.0011456078,0.0010251934,0.002281611,0.00062418915,0.0014543447,0.001225537,0.00069833256,0.0017345285],"category_scores_gemma":[0.005719753,0.00053261983,0.0037646142,0.0016573652,0.00050286774,0.0009395974,0.0012901508,0.00069792103,0.000060460035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002214632,0.0009101621,0.6363147,0.0009027141,0.0032107169,0.00263712,0.00031883127,0.3175968,0.0014815462,0.0021056838,0.0012279779,0.031079121],"study_design_scores_gemma":[0.0003170489,0.0018793162,0.4137867,0.00022938337,0.0024131166,0.00079448207,0.0015830863,0.57589436,0.00088779855,0.0014241291,0.00068287627,0.000107679276],"about_ca_topic_score_codex":0.062998585,"about_ca_topic_score_gemma":0.03780733,"teacher_disagreement_score":0.062998585,"about_ca_system_score_codex":0.011733819,"about_ca_system_score_gemma":0.008452553,"threshold_uncertainty_score":0.12526381},"labels":[],"label_agreement":null},{"id":"W4214896514","doi":"10.1186/s13561-022-00363-1","title":"Explaining external economic support inequality among households affected by HIV/AIDS in Tanzania: an Oaxaca Blinder decomposition analysis","year":2022,"lang":"en","type":"article","venue":"Health Economics Review","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Tanzania; Socioeconomic status; Population; Socioeconomics; Demography; Developing country; Inequality; Geography; Economics; Economic growth; Sociology","score_opus":0.05046465743343671,"score_gpt":0.32993663072736007,"score_spread":0.27947197329392337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214896514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574046,0.0014927941,0.034153122,0.001704549,0.00015055078,0.00031707704,0.0021665257,0.0000957851,0.0025150157],"genre_scores_gemma":[0.9890205,0.0003031454,0.007721477,0.000090088775,0.000072499046,0.00013941544,0.001533314,0.000017822793,0.0011016713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996903,0.0019578037,0.00010362729,0.00037825987,0.00018841297,0.0004689395],"domain_scores_gemma":[0.9910308,0.0061236164,0.0008960002,0.0004534256,0.000953089,0.0005431485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0084716175,0.0009356822,0.0012093247,0.0028284166,0.0011734068,0.0026735768,0.0011604682,0.00074782304,0.006072345],"category_scores_gemma":[0.019272191,0.00046959406,0.002764652,0.0022835948,0.00089003716,0.0009122729,0.0025623816,0.0015703181,0.00044176725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069564,0.000499482,0.8672665,0.0002708315,0.0018506834,0.0006860854,0.0024208892,0.035463296,0.00054524787,0.01935729,0.012067315,0.058876734],"study_design_scores_gemma":[0.0001268712,0.00031068735,0.33157033,0.000406214,0.00069840276,0.00017205269,0.004531967,0.6389703,0.00021929176,0.018301025,0.004608602,0.000084344065],"about_ca_topic_score_codex":0.05657792,"about_ca_topic_score_gemma":0.025240758,"teacher_disagreement_score":0.05657792,"about_ca_system_score_codex":0.0015162136,"about_ca_system_score_gemma":0.0025984563,"threshold_uncertainty_score":0.11249721},"labels":[],"label_agreement":null},{"id":"W4286470659","doi":"10.1186/s13561-022-00381-z","title":"Pancreatic stone protein point-of-care testing can reduce healthcare expenditure in sepsis","year":2022,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Medical Association","funders":"","keywords":"Health economics; Health care; Health services research; Medicine; Sepsis; Health administration; Public finance; Public health; Point-of-care testing; Intensive care medicine; Emergency medicine; Internal medicine; Nursing; Economics; Pathology; Macroeconomics","score_opus":0.1524620980128453,"score_gpt":0.39463644357426464,"score_spread":0.24217434556141934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286470659","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1867111,0.6838775,0.036950395,0.06623205,0.0015108713,0.00035564238,0.0012107033,0.00015273308,0.022998989],"genre_scores_gemma":[0.7634334,0.21994822,0.011843929,0.00272663,0.0004687613,0.00016399525,0.00050010177,0.000027046539,0.0008879228],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982339,0.0012499002,0.0000747363,0.000059864353,0.0002800051,0.00010160212],"domain_scores_gemma":[0.9958652,0.0030140812,0.0006151648,0.000041641586,0.00033510764,0.00012871531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031126225,0.0006607591,0.0006940799,0.0011121788,0.00014236193,0.0009658391,0.0009281912,0.0011265364,0.0033474471],"category_scores_gemma":[0.0143262055,0.00021973581,0.0014021965,0.001225316,0.00031095836,0.00095068564,0.0006580317,0.001047402,0.0002554968],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011326679,0.0006372627,0.041701138,0.009279248,0.003066569,0.0004361459,0.00014442051,0.22127987,0.00042217935,0.025985017,0.03088604,0.6650295],"study_design_scores_gemma":[0.0016067149,0.0064267525,0.19824873,0.04502626,0.0063018585,0.0024951622,0.0011337277,0.44765806,0.0024066705,0.13768673,0.1507642,0.000245136],"about_ca_topic_score_codex":0.0047214,"about_ca_topic_score_gemma":0.0052264584,"teacher_disagreement_score":0.0047214,"about_ca_system_score_codex":0.0027437417,"about_ca_system_score_gemma":0.0027602713,"threshold_uncertainty_score":0.019907296},"labels":[],"label_agreement":null},{"id":"W4388001568","doi":"10.1186/s13561-023-00456-5","title":"Forecasting emergency department arrivals using INGARCH models","year":2023,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"Agencia Estatal de Investigación; European Regional Development Fund; Ministerio de Ciencia, Innovación y Universidades","keywords":"Emergency department; Sample (material); Econometrics; Heteroscedasticity; Volatility (finance); Quantile; Statistics; Economics; Medicine; Mathematics","score_opus":0.30213423310073445,"score_gpt":0.4253311944335357,"score_spread":0.12319696133280122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388001568","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3491155,0.07486467,0.5423963,0.011136102,0.00064127846,0.0001181108,0.0024942087,0.00057111256,0.018662706],"genre_scores_gemma":[0.9207939,0.043347724,0.030405037,0.00031361758,0.000333229,0.00004962991,0.0014723022,0.00005653424,0.0032280607],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994599,0.00025380374,0.00003821328,0.00006601377,0.00012482065,0.0000571549],"domain_scores_gemma":[0.99714535,0.0020805332,0.00037361667,0.00008517931,0.000248491,0.00006686578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023102642,0.0007877057,0.0008266431,0.0015450403,0.00016766218,0.0014717682,0.001417923,0.0009176605,0.0011645333],"category_scores_gemma":[0.0061709364,0.0003893902,0.00094090396,0.0018520938,0.000387854,0.001405893,0.00061510416,0.001300039,0.00028272677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009107524,0.000080399994,0.014567685,0.00036122854,0.00042481613,0.00011783833,0.00010055205,0.8890987,0.00021925212,0.01953361,0.002877279,0.07252759],"study_design_scores_gemma":[0.000014562387,0.000058084574,0.0043080403,0.00017319713,0.00008947331,0.00004725716,0.000117887816,0.9619798,0.00021828058,0.029525287,0.0034414139,0.00002668347],"about_ca_topic_score_codex":0.025155498,"about_ca_topic_score_gemma":0.016098041,"teacher_disagreement_score":0.025155498,"about_ca_system_score_codex":0.0013554889,"about_ca_system_score_gemma":0.0014059846,"threshold_uncertainty_score":0.05001813},"labels":[],"label_agreement":null},{"id":"W4399464557","doi":"10.1186/s13561-024-00516-4","title":"Does hospital competition improve the quality of outpatient care? - empirical evidence from a quasi-experiment in a Chinese city","year":2024,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health economics; Health services research; Public finance; Competition (biology); Health administration; Public health; Health care management; Quality (philosophy); Health care; Medicine; Animal ecology; Empirical research; Business; Economics; Nursing; Economic growth; Statistics","score_opus":0.15218375689222932,"score_gpt":0.4145223257686442,"score_spread":0.2623385688764148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399464557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973109,0.00018126203,0.00032839816,0.0003080999,0.00004332849,0.0006043742,0.00033481204,0.0000080962745,0.00088082725],"genre_scores_gemma":[0.9971827,0.00010245547,0.00035578178,0.00043668208,0.00004194923,0.000852652,0.00027810552,0.0000049496366,0.00074476306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98798394,0.0075261937,0.00041405417,0.0015447128,0.0007611425,0.0017698166],"domain_scores_gemma":[0.96657234,0.014196687,0.0097529655,0.003913184,0.00162309,0.0039418167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021278232,0.0008572514,0.0014521312,0.0009325729,0.0035254098,0.002153132,0.0019683796,0.0019008449,0.012141576],"category_scores_gemma":[0.01621106,0.00080328673,0.003007025,0.0011132022,0.0047135013,0.0016640819,0.0018983316,0.0018789163,0.0008920323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023379609,0.05364275,0.8632383,0.0014746013,0.0033524903,0.0014425621,0.014308699,0.0023783033,0.0018625798,0.0042455294,0.0049228226,0.025751809],"study_design_scores_gemma":[0.008315572,0.02429176,0.938427,0.00037004502,0.0017901668,0.00010859024,0.011671272,0.00828323,0.0010450304,0.0020581656,0.003434651,0.00020449153],"about_ca_topic_score_codex":0.05949396,"about_ca_topic_score_gemma":0.051000413,"teacher_disagreement_score":0.05949396,"about_ca_system_score_codex":0.004889743,"about_ca_system_score_gemma":0.009686944,"threshold_uncertainty_score":0.11829531},"labels":[],"label_agreement":null},{"id":"W4400298333","doi":"10.1186/s13561-024-00529-z","title":"Cost-benefit analysis of haemodialysis in patients with end-stage kidney disease in Abuja, Nigeria","year":2024,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; End stage renal disease; Health economics; Psychological intervention; Public health; Cost–benefit analysis; Activity-based costing; Indirect costs; Cost effectiveness; Actuarial science; Environmental health; Business; Hemodialysis; Surgery; Risk analysis (engineering); Accounting; Nursing","score_opus":0.24542181523874007,"score_gpt":0.43465536925335885,"score_spread":0.18923355401461878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400298333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97700274,0.01180077,0.003747236,0.00263651,0.00012815674,0.00080280437,0.0010566581,0.000012750094,0.0028123655],"genre_scores_gemma":[0.9968413,0.0014479643,0.0012106475,0.00007949784,0.00001394449,0.000119257114,0.00014799922,0.0000014032196,0.00013810115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955947,0.0034218049,0.00023448686,0.00015366105,0.00031337942,0.0002820645],"domain_scores_gemma":[0.9941339,0.004356327,0.000800642,0.00008565099,0.00033691654,0.00028652587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053441687,0.00063714874,0.0009774775,0.0011126179,0.0003696118,0.0012831447,0.0006155376,0.0008462782,0.0022705074],"category_scores_gemma":[0.014974716,0.00038809294,0.0023813795,0.00091705035,0.00044660454,0.00093838375,0.0010571954,0.0011626064,0.000060014503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018519307,0.0028613114,0.49681172,0.008505093,0.009096638,0.0017340719,0.00089685473,0.3028658,0.0014368306,0.014654397,0.0033280132,0.13928993],"study_design_scores_gemma":[0.0030477517,0.014214893,0.4728347,0.007918615,0.012851795,0.0026008722,0.0036109015,0.44521308,0.0017407318,0.027543966,0.008152777,0.00026988247],"about_ca_topic_score_codex":0.011104819,"about_ca_topic_score_gemma":0.01265197,"teacher_disagreement_score":0.011104819,"about_ca_system_score_codex":0.0053261416,"about_ca_system_score_gemma":0.0030978967,"threshold_uncertainty_score":0.038644016},"labels":[],"label_agreement":null},{"id":"W4401064692","doi":"10.1186/s13561-024-00538-y","title":"Efficiency evaluation of 28 health systems by MCDA and DEA","year":2024,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Vysoká Škola Ekonomická v Praze","keywords":"Life expectancy; Czech; Data envelopment analysis; Health policy; Multiple-criteria decision analysis; Public health; Environmental health; Medicine; Operations research; Statistics; Population; Mathematics; Nursing","score_opus":0.2232071350134805,"score_gpt":0.49186987588906583,"score_spread":0.26866274087558534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401064692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5575272,0.0010198302,0.42623207,0.00058447395,0.00004856266,0.0010702228,0.0016120317,0.00017161926,0.011734045],"genre_scores_gemma":[0.8960295,0.00033288114,0.10203484,0.00004002349,0.000011060797,0.00046185413,0.0006153074,0.000015891059,0.000458697],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9897573,0.0073002116,0.00063416775,0.0007175964,0.0011259394,0.00046471143],"domain_scores_gemma":[0.98103356,0.014864326,0.001320762,0.0006899187,0.0018789284,0.00021251822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013936112,0.0015924498,0.0016170447,0.0052323896,0.0007804913,0.002556992,0.0010583522,0.0011281435,0.0016853461],"category_scores_gemma":[0.025141452,0.00064117217,0.0023834058,0.003966525,0.001218206,0.0011873308,0.0014497091,0.00090071606,0.00008880968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000715334,0.00007378554,0.0070676156,0.00019930153,0.00022725076,0.00004767743,0.00009111889,0.97676176,0.00027362205,0.0061954167,0.00016511415,0.008825792],"study_design_scores_gemma":[0.000037580634,0.00008029659,0.0029137535,0.000053887758,0.00007959076,0.000018372299,0.00019443445,0.9892139,0.0006004175,0.006121055,0.0006680479,0.000018658988],"about_ca_topic_score_codex":0.017327119,"about_ca_topic_score_gemma":0.00835698,"teacher_disagreement_score":0.017327119,"about_ca_system_score_codex":0.005395982,"about_ca_system_score_gemma":0.003162374,"threshold_uncertainty_score":0.0737021},"labels":[],"label_agreement":null},{"id":"W4401867497","doi":"10.1186/s13561-024-00547-x","title":"Policies and cost analyses of voluntary assisted dying (VAD) laws – a mapping review & analysis","year":2024,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Health care; Health economics; Health services research; MEDLINE; Actuarial science; Medicine; Systematic review; Accounting; Business; Law; Political science","score_opus":0.6403158772730115,"score_gpt":0.5961960928567701,"score_spread":0.044119784416241425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401867497","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024334872,0.98844284,0.0011064191,0.0025108207,0.00037231643,0.0013471869,0.0017783988,0.00002831074,0.0019802356],"genre_scores_gemma":[0.045105018,0.9451921,0.0036183756,0.0017138515,0.0003647948,0.002626088,0.000997851,0.000026458138,0.00035552573],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96760446,0.013459439,0.007974765,0.0012592691,0.008614234,0.001087764],"domain_scores_gemma":[0.8607341,0.10538717,0.016999679,0.0025402189,0.013740711,0.00059807976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032502897,0.0017679974,0.0061894194,0.023570895,0.0008502561,0.0053236135,0.002048825,0.0022213429,0.0072680637],"category_scores_gemma":[0.15099671,0.0012782813,0.012882016,0.022294292,0.0010016045,0.004484713,0.0025242537,0.0023652788,0.0006181838],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003778856,0.000079168865,0.003042473,0.83141583,0.01777145,0.00015799134,0.00036264473,0.0007961152,0.00014966095,0.004219349,0.0059759347,0.13565156],"study_design_scores_gemma":[0.00020422955,0.00024795797,0.007483492,0.88815004,0.058158383,0.0004089017,0.000598522,0.0005706567,0.00028627427,0.00251744,0.041309632,0.00006445665],"about_ca_topic_score_codex":0.015686374,"about_ca_topic_score_gemma":0.030810777,"teacher_disagreement_score":0.032502897,"about_ca_system_score_codex":0.013901836,"about_ca_system_score_gemma":0.031802207,"threshold_uncertainty_score":0.17189384},"labels":[],"label_agreement":null},{"id":"W4403012755","doi":"10.1186/s13561-024-00541-3","title":"The acceptability of the risk of death in the treatment of respiratory diseases in France","year":2024,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"European Association of Environmental and Resource Economists","keywords":"Health economics; Public health; Public finance; Health care; Health services research; Medicine; Health administration; Environmental health; Health policy; Economic growth; Economics; Nursing","score_opus":0.4870598471240234,"score_gpt":0.5198668183722801,"score_spread":0.03280697124825671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403012755","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032050125,0.9948301,0.00010780687,0.0009621068,0.000036746944,0.000011809881,0.00003691146,0.0000012946116,0.00080816797],"genre_scores_gemma":[0.07376212,0.925058,0.00031280713,0.00049078965,0.00013361762,0.000036246038,0.00006615542,0.0000014644826,0.00013874743],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944852,0.0041110157,0.00038407766,0.0001821041,0.00070915226,0.00012838651],"domain_scores_gemma":[0.9894526,0.008615496,0.0013144575,0.000055364424,0.00046174455,0.00010031131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070822067,0.00038172308,0.0015013717,0.0019292542,0.00017440392,0.0015077824,0.0005327018,0.0012609775,0.0021244334],"category_scores_gemma":[0.012916782,0.000154064,0.0011376272,0.0018365477,0.0005660426,0.00079338124,0.00046945014,0.0009008792,0.0000984681],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010222082,0.00022757836,0.0067756744,0.07793938,0.0025002735,0.00014666095,0.00028462004,0.0022628193,0.00019963531,0.008323082,0.0058487467,0.8944693],"study_design_scores_gemma":[0.0018775108,0.0047950842,0.23823348,0.32483357,0.011090955,0.0041518915,0.0025561906,0.005768942,0.0014368107,0.020122034,0.38483468,0.0002988001],"about_ca_topic_score_codex":0.008176421,"about_ca_topic_score_gemma":0.007325594,"teacher_disagreement_score":0.008176421,"about_ca_system_score_codex":0.0028257617,"about_ca_system_score_gemma":0.0025376084,"threshold_uncertainty_score":0.037454724},"labels":[],"label_agreement":null},{"id":"W4403280945","doi":"10.1186/s13561-024-00564-w","title":"Fragmentation of payment systems: an in-depth qualitative study of stakeholders’ experiences with the neonatal intensive care payment system in Iran","year":2024,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère","funders":"","keywords":"Payment; Fragmentation (computing); Public finance; Payment system; Health services research; Qualitative research; Business; Health economics; Intensive care; Public health; Actuarial science; Medicine; Nursing; Economics; Computer science; Finance; Intensive care medicine; Sociology","score_opus":0.2282736435678133,"score_gpt":0.3907482903569895,"score_spread":0.1624746467891762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403280945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901933,0.00076856225,0.0022277404,0.002666285,0.0000629339,0.00016268222,0.00010141709,0.000011273617,0.0038057552],"genre_scores_gemma":[0.9965383,0.00062528026,0.0008268484,0.0005951288,0.000016563476,0.00016121077,0.00004519007,0.000015076844,0.001176473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98952043,0.007211883,0.00026283078,0.000492353,0.0007899906,0.0017224991],"domain_scores_gemma":[0.98968667,0.0071596242,0.0010152789,0.00021475923,0.0009380477,0.0009856039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012833458,0.00062525313,0.000970909,0.0013501992,0.009404305,0.0034529476,0.0019053638,0.0017708163,0.002475929],"category_scores_gemma":[0.015427101,0.0007156957,0.00051119504,0.0018516629,0.008054014,0.005281702,0.0049772323,0.0029167647,0.00024084211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001493955,0.000019480834,0.0017426215,0.00008893406,0.000002385484,0.0005760531,0.99474335,0.000023438768,0.00027593755,0.0005447536,0.00024020464,0.0017278983],"study_design_scores_gemma":[0.0000015216664,0.000020546633,0.00081610243,0.0000649427,0.0000018715353,0.0001387507,0.9961754,0.000042289787,0.00009426256,0.00012317627,0.0025150578,0.0000061509304],"about_ca_topic_score_codex":0.010972874,"about_ca_topic_score_gemma":0.016735474,"teacher_disagreement_score":0.012833458,"about_ca_system_score_codex":0.006604253,"about_ca_system_score_gemma":0.006694021,"threshold_uncertainty_score":0.06787062},"labels":[],"label_agreement":null},{"id":"W4404261502","doi":"10.1186/s13561-024-00556-w","title":"Considerations when applying equity weights within economic evaluation when making drug reimbursement decisions","year":2024,"lang":"en","type":"letter","venue":"Health Economics Review","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health economics; Reimbursement; Public finance; Equity (law); Public economics; Health services research; Public health; Actuarial science; Economics; Social policy; Economic evaluation; Business; Medicine; Microeconomics; Political science; Health care; Economic growth; Macroeconomics","score_opus":0.6105005638473229,"score_gpt":0.5189698244102469,"score_spread":0.09153073943707601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404261502","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00287964,0.020025048,0.04140909,0.9043157,0.010739756,0.00047591698,0.00009760476,0.000104998726,0.0199522],"genre_scores_gemma":[0.14878389,0.018816808,0.15749712,0.6340605,0.032983735,0.002260094,0.00012351522,0.00030055214,0.005173772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.4930837,0.40743417,0.03655693,0.0071717044,0.050466824,0.005286729],"domain_scores_gemma":[0.3121712,0.6234915,0.010725569,0.010451375,0.040476322,0.0026840258],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.40918216,0.0015541894,0.004103677,0.0036591792,0.0034929698,0.019309323,0.008607621,0.033615317,0.0035117904],"category_scores_gemma":[0.5938744,0.0021127216,0.0041810386,0.004836111,0.025497988,0.028418722,0.010930181,0.051577665,0.0014926126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000337637,0.000107618034,0.0021482923,0.001928683,0.0002982462,0.0009957888,0.0051575415,0.00414345,0.00040917264,0.6367968,0.17535034,0.17232646],"study_design_scores_gemma":[0.00044036107,0.00031061732,0.0025042433,0.013467777,0.0002447014,0.0018234322,0.0035201127,0.0103766415,0.00088738813,0.6117434,0.35423252,0.0004489111],"about_ca_topic_score_codex":0.008563949,"about_ca_topic_score_gemma":0.014037963,"teacher_disagreement_score":0.40918216,"about_ca_system_score_codex":0.013542731,"about_ca_system_score_gemma":0.023361353,"threshold_uncertainty_score":0.7285836},"labels":[],"label_agreement":null},{"id":"W4404860149","doi":"10.1186/s13561-024-00582-8","title":"A systematic review of economic evaluation of healthcare associated infection prevention and control interventions in long term care facilities","year":2024,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Ottawa; Université du Québec en Outaouais","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"EconLit; Medicine; Economic evaluation; Context (archaeology); Cost effectiveness; Health care; Systematic review; MEDLINE; Health economics; Health services research; CINAHL; Psychological intervention; Infection control; Public health; Intensive care medicine; Nursing; Risk analysis (engineering)","score_opus":0.14241986481804156,"score_gpt":0.48489308100378,"score_spread":0.34247321618573845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404860149","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027794864,0.9905544,0.00069554226,0.00062569615,0.0002765461,0.00228452,0.0015941304,0.000023977424,0.0011656035],"genre_scores_gemma":[0.056432065,0.93208027,0.0035653303,0.00079338177,0.00016998634,0.0057923645,0.0008632351,0.000022393144,0.00028089425],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9414811,0.031906422,0.015611092,0.0017852833,0.008353079,0.0008629625],"domain_scores_gemma":[0.8669473,0.10452525,0.016581606,0.0015382826,0.009636661,0.00077085773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033106424,0.002485106,0.014849194,0.018075785,0.0011783824,0.0053360607,0.0026272922,0.0024858923,0.006433748],"category_scores_gemma":[0.17956966,0.0015172628,0.012011338,0.018465739,0.0014801647,0.0036414496,0.0022584402,0.0023861136,0.0003417683],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004299809,0.00002131677,0.00055791036,0.95909345,0.016350584,0.00007498331,0.00011108946,0.0002219412,0.000049787577,0.00043989895,0.0009316383,0.021717416],"study_design_scores_gemma":[0.0006489109,0.00028554394,0.0029972189,0.89973027,0.08421317,0.00022482582,0.00025416526,0.00029479078,0.00015211475,0.00072621607,0.010430793,0.000041996682],"about_ca_topic_score_codex":0.012022882,"about_ca_topic_score_gemma":0.025117492,"teacher_disagreement_score":0.033106424,"about_ca_system_score_codex":0.013602032,"about_ca_system_score_gemma":0.023342675,"threshold_uncertainty_score":0.17508566},"labels":[],"label_agreement":null},{"id":"W4411326462","doi":"10.1186/s13561-025-00651-6","title":"How was published evidence used in model-based cost-utility analysis for lung cancer?","year":2025,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences","funders":"National Natural Science Foundation of China","keywords":"Lung cancer; Health economics; Medicine; Citation; Econometrics; Public health; Statistics; Computer science; Mathematics; Oncology; Pathology","score_opus":0.5499437049116321,"score_gpt":0.5269801048156119,"score_spread":0.022963600096020276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411326462","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014515482,0.8960594,0.03849181,0.024765814,0.0028659964,0.0015729471,0.011621242,0.00021861328,0.009888688],"genre_scores_gemma":[0.57656974,0.3569961,0.03982793,0.011281444,0.0037487058,0.0040734545,0.0065431986,0.00047753306,0.00048187037],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.73612815,0.15298095,0.066744335,0.011425293,0.03093116,0.0017900455],"domain_scores_gemma":[0.22054082,0.6769426,0.04557443,0.016115114,0.03955368,0.001273404],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21772853,0.0023064513,0.010256435,0.042827267,0.0012482455,0.02018536,0.0059361006,0.0051019792,0.008023429],"category_scores_gemma":[0.70064706,0.0022717274,0.017807843,0.04503007,0.0030636308,0.01632437,0.0045121973,0.0065386146,0.00097490393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014841481,0.00016554436,0.06102412,0.41237432,0.11401558,0.00088119437,0.0020507071,0.022208452,0.00030894286,0.041427113,0.016935745,0.3271242],"study_design_scores_gemma":[0.0012477665,0.00078201946,0.031051824,0.6065688,0.1201717,0.0019232598,0.0022093053,0.023209842,0.0012922145,0.10480553,0.10611117,0.00062653684],"about_ca_topic_score_codex":0.011359332,"about_ca_topic_score_gemma":0.0075534154,"teacher_disagreement_score":0.7822715,"about_ca_system_score_codex":0.016868148,"about_ca_system_score_gemma":0.018201236,"threshold_uncertainty_score":0.96468},"labels":[],"label_agreement":null},{"id":"W4415297467","doi":"10.1186/s13561-025-00681-0","title":"Two-year retrospective review of costs associated with COVID-19 case management in Regina, Saskatchewan","year":2025,"lang":"en","type":"article","venue":"Health Economics Review","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Disease Control Laboratory; University of Saskatchewan; Saskatchewan Health; University of Ottawa; Saskatchewan Health Authority","funders":"","keywords":"Health economics; Health services research; Public health; Public finance; Case management; Population health; Social policy; Health administration; Health policy","score_opus":0.17231524878835888,"score_gpt":0.4633872603947659,"score_spread":0.29107201160640706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415297467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95067275,0.007936991,0.00028300082,0.00061889,0.000039241957,0.0004266427,0.03363308,0.000039526058,0.0063499417],"genre_scores_gemma":[0.96927756,0.011779214,0.0004250856,0.0007624026,0.000035749792,0.00031687893,0.015670348,0.000024073048,0.0017087572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974152,0.00048812645,0.0006310124,0.00024679737,0.00076419744,0.00045466333],"domain_scores_gemma":[0.99032414,0.0013453251,0.003995059,0.00033519306,0.003475038,0.00052521325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014691512,0.00053929636,0.00046524455,0.0066144997,0.0010391922,0.0012343363,0.0012971059,0.0005961523,0.002425925],"category_scores_gemma":[0.0064828373,0.0005365036,0.0010587943,0.010146543,0.0005600765,0.0006400494,0.0014785413,0.000624412,0.00063843373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015053585,0.000038168473,0.98123115,0.00045782668,0.0002500891,0.001457556,0.00048542063,0.00024210199,0.00017167388,0.0000881502,0.0034254224,0.012001902],"study_design_scores_gemma":[0.000010110058,0.000051845876,0.9947582,0.00027862622,0.00010188026,0.00089643686,0.0016824558,0.00016520687,0.000082175415,0.000022111835,0.0019334453,0.000017584527],"about_ca_topic_score_codex":0.5490808,"about_ca_topic_score_gemma":0.55631024,"teacher_disagreement_score":0.4509192,"about_ca_system_score_codex":0.012542936,"about_ca_system_score_gemma":0.011520349,"threshold_uncertainty_score":0.90714955},"labels":[],"label_agreement":null},{"id":"W4415584472","doi":"10.1186/s13561-025-00680-1","title":"The financial repercussions of rheumatoid arthritis and determinants of catastrophic healthcare expenditure: insights from the Karnataka chapter of the Indian rheumatology association","year":2025,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Rheumatology; Rheumatoid arthritis; Health economics; Public health; Public finance; Health services research; Health care; Alternative medicine","score_opus":0.014042840514849787,"score_gpt":0.29074305943674594,"score_spread":0.27670021892189617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415584472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958982,0.001091053,0.00002923992,0.0008175082,0.000008631557,0.000006131744,0.00033066643,0.000001435598,0.0018169865],"genre_scores_gemma":[0.9990484,0.0005300987,0.000037814145,0.00007971604,0.000015618029,0.0000033244362,0.00016140396,7.686582e-7,0.00012278967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99965143,0.000116574636,0.00003437049,0.000025256299,0.00006048395,0.000111872694],"domain_scores_gemma":[0.9984825,0.00033674715,0.0008277216,0.000035303034,0.00011106925,0.00020663973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003599052,0.00022875323,0.00014150023,0.0011496482,0.0004687812,0.001047204,0.00045736495,0.00033317014,0.0019340807],"category_scores_gemma":[0.0016393205,0.00016346907,0.0004050879,0.0022226942,0.00047279763,0.00039619126,0.0007916299,0.0006461848,0.0002204884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019873638,0.000025223006,0.99581003,0.000025348449,0.000031370066,0.00015982136,0.00047920507,0.00008333699,0.00003753073,0.000101705926,0.0002779103,0.0029486376],"study_design_scores_gemma":[6.026756e-7,0.000012389634,0.9985176,0.00002228412,0.000011379467,0.00020758103,0.00087113125,0.000079509045,0.000005813038,0.000034372322,0.00023410901,0.00000328405],"about_ca_topic_score_codex":0.04251995,"about_ca_topic_score_gemma":0.064962834,"teacher_disagreement_score":0.04251995,"about_ca_system_score_codex":0.00054255174,"about_ca_system_score_gemma":0.0011192695,"threshold_uncertainty_score":0.0845449},"labels":[],"label_agreement":null},{"id":"W4415793403","doi":"10.1186/s13561-025-00686-9","title":"Modeling in R: a practical application using a cost-effectiveness analysis","year":2025,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université Laval; The Quebec Population Health Research Network","funders":"","keywords":"Health economics; Health care; Software; Microsoft excel; Public health; Health informatics; Health services research; Psychological intervention","score_opus":0.7755399769602743,"score_gpt":0.6191781702412058,"score_spread":0.15636180671906852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415793403","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008801254,0.011304094,0.91890305,0.012212365,0.0021624865,0.0024951263,0.016514828,0.018237242,0.017290646],"genre_scores_gemma":[0.01805654,0.010447531,0.9439261,0.00249825,0.00088542444,0.01136578,0.0041174786,0.004547092,0.004155814],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.92793185,0.05817593,0.0050329766,0.002345493,0.0060817567,0.0004318941],"domain_scores_gemma":[0.7455039,0.22599316,0.0077950107,0.01014389,0.009745697,0.00081831124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.050627466,0.0031437878,0.004057932,0.005151953,0.00062450656,0.0047431756,0.0035425706,0.0027505334,0.054956555],"category_scores_gemma":[0.20587845,0.0019441425,0.0059327646,0.0067710048,0.0018704027,0.0027704714,0.0031425909,0.004656197,0.023254968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047622767,0.00012885712,0.001480455,0.028921586,0.0048281304,0.0006093288,0.00071929157,0.04803122,0.00087796414,0.19451238,0.40720308,0.31221148],"study_design_scores_gemma":[0.000503676,0.00022658895,0.0011600506,0.007988079,0.0017425978,0.0007195057,0.00022262386,0.055974092,0.0012354953,0.32809502,0.60191286,0.00021944],"about_ca_topic_score_codex":0.003278491,"about_ca_topic_score_gemma":0.0025736107,"teacher_disagreement_score":0.054956555,"about_ca_system_score_codex":0.0019326995,"about_ca_system_score_gemma":0.00762134,"threshold_uncertainty_score":0.26774687},"labels":[],"label_agreement":null},{"id":"W4416746729","doi":"10.1186/s13561-025-00692-x","title":"Physician agency in China: evidence from physicians’ responses to financial pressure during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Health Economics Review","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Canadian Institute for Health Information","funders":"University of Toronto","keywords":"Agency (philosophy); Pandemic; Incentive; Health services research; Health care; Payment; Public health; Public finance; Health policy","score_opus":0.09806385285844599,"score_gpt":0.3557931204243926,"score_spread":0.2577292675659466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416746729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99126935,0.0040515526,0.000053136995,0.0017671393,0.000017096238,0.000014709668,0.00022332098,0.0000030877188,0.002600497],"genre_scores_gemma":[0.9961313,0.0030342701,0.000027272941,0.00038715763,0.000032927954,0.000006350078,0.00014678488,0.0000010064603,0.00023297357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877304,0.00042333858,0.00006505402,0.00011369548,0.00026338213,0.00036157272],"domain_scores_gemma":[0.99375534,0.001132459,0.003410965,0.00021749536,0.00089241494,0.0005913068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131647,0.00018421213,0.0002463646,0.0012071083,0.00052652246,0.0006664742,0.00043304553,0.0003906333,0.0015665069],"category_scores_gemma":[0.006124781,0.00012689896,0.00027288264,0.0027843295,0.00089572964,0.00044205855,0.0007023187,0.00040775072,0.00009935432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021248682,0.000071890805,0.9593778,0.00024241499,0.00013039897,0.0003081842,0.0025156895,0.0003867522,0.00019114434,0.0005823555,0.0019137361,0.034067165],"study_design_scores_gemma":[0.000011116455,0.000049664617,0.9975821,0.00003641398,0.000021079037,0.000036225556,0.00077075104,0.00015124674,0.000029452742,0.000038774127,0.0012685076,0.0000046607092],"about_ca_topic_score_codex":0.15849909,"about_ca_topic_score_gemma":0.1546326,"teacher_disagreement_score":0.15849909,"about_ca_system_score_codex":0.002245926,"about_ca_system_score_gemma":0.0034597258,"threshold_uncertainty_score":0.31515306},"labels":[],"label_agreement":null}]}