{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6cea99e442e1","filters":{"venue":"Journal of health care finance"}},"results":[{"id":"W3113864633","doi":"","title":"Multidisciplinary Insights into Health Care Financial Risk and Hospital Surge Capacity, Part 4: What Size Does a Health Insurer or Health Authority Need to be to Minimise Risk?","year":2021,"lang":"en","type":"article","venue":"Journal of health care finance","topic":"Global Health Care Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Population; Demography; Volatility (finance); Hospital bed; Actuarial science; Business; Environmental health; Economics; Economic growth; Finance; Nursing","authors":[{"name":"Rod Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.033640688857223,"gpt":0.3979560743383037,"spread":0.3643153854810807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004023661,0.0003995419,0.0004128467,0.001578678,0.001405189,0.006688725,0.0008779609,0.002545144,0.008240399],"category_scores_gemma":[0.01304331,0.000263975,0.0005408203,0.001267494,0.004159351,0.00581132,0.003387769,0.003251768,0.0004778489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004710787,"about_ca_system_score_gemma":0.004181763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083219,"about_ca_topic_score_gemma":0.0130063,"domain_scores_codex":[0.997223,0.001767428,0.0001117836,0.0001242425,0.0002781388,0.0004954619],"domain_scores_gemma":[0.9912976,0.003589841,0.001675716,0.0001546989,0.000962227,0.002319885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003126015,0.000726893,0.2223359,0.001348388,0.0002510857,0.001784688,0.06239263,0.004035267,0.0008472664,0.299654,0.120332,0.2859792],"study_design_scores_gemma":[0.00006343023,0.0004150748,0.3618347,0.005504322,0.0001188463,0.001833085,0.2086727,0.006130995,0.0004011124,0.2887734,0.1260515,0.0002008283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1707154,0.03914018,0.004993397,0.7051019,0.001010956,0.00009500269,0.0004251476,0.00003532659,0.07848265],"genre_scores_gemma":[0.9519618,0.01710448,0.002116056,0.02288238,0.001472351,0.00005990905,0.0000854543,0.00002114856,0.004296416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01083219,"threshold_uncertainty_score":0.03417933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2477850503","doi":"","title":"Priority Setting and Resource Allocation in Healthcare: Learning from Local Government","year":2016,"lang":"en","type":"article","venue":"Journal of health care finance","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health","funders":"","keywords":"Incrementalism; Health care; Scarcity; Government (linguistics); Local government; Public relations; Resource (disambiguation); Business; Political science; Economics; Public administration; Computer science; Economic growth","authors":[{"name":"William Hall","is_ca":true},{"name":"Neale Smith","is_ca":true},{"name":"Craig Mitton","is_ca":true},{"name":"Stirling Bryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1155153130269274,"gpt":0.3756371116449694,"spread":0.260121798618042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05558246,0.0006478804,0.001289977,0.003634916,0.003826529,0.01128207,0.002929335,0.002451048,0.004600938],"category_scores_gemma":[0.09409361,0.00058848,0.0009753323,0.006018111,0.01030735,0.01576759,0.008445615,0.004993189,0.0006151678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01815796,"about_ca_system_score_gemma":0.03832434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03137282,"about_ca_topic_score_gemma":0.04402969,"domain_scores_codex":[0.9711668,0.02520192,0.0007184359,0.0006080986,0.001490301,0.0008143212],"domain_scores_gemma":[0.8883301,0.09614999,0.00250335,0.002522437,0.007601826,0.002892307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00013275,0.0002580317,0.007347363,0.00902007,0.0002235817,0.0007261874,0.06130851,0.008900163,0.0002557885,0.3006425,0.05740771,0.5537773],"study_design_scores_gemma":[0.0001162549,0.0002659198,0.003922434,0.02878311,0.0001886935,0.0002948951,0.1010381,0.005090374,0.0008237356,0.569361,0.2899635,0.0001518995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06263886,0.1512067,0.09640826,0.5929825,0.001668714,0.0005099823,0.0002703064,0.0002708687,0.09404375],"genre_scores_gemma":[0.7226802,0.1821506,0.07093678,0.0173831,0.001163088,0.0006110395,0.0002344623,0.0001016281,0.004739083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05558246,"threshold_uncertainty_score":0.2939517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1488931721","doi":"","title":"Global Budgets: An Effective Approach To Control U.S. Health Expenditures","year":2014,"lang":"en","type":"article","venue":"Journal of health care finance","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Incentive; Reimbursement; Health care; Control (management); Commission; Dilemma; Public economics; Finance; Economics; Economic growth; Management","authors":[{"name":"Thomas P. Weil","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02096260467863328,"gpt":0.2997599864141889,"spread":0.2787973817355557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01295973,0.001643637,0.0007986744,0.005249757,0.001396164,0.007239254,0.001087832,0.001605711,0.005669984],"category_scores_gemma":[0.0315084,0.0005542738,0.0006517411,0.005916244,0.002007558,0.004742795,0.003296296,0.003060351,0.000621389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005153102,"about_ca_system_score_gemma":0.009720986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510598,"about_ca_topic_score_gemma":0.01392854,"domain_scores_codex":[0.9919673,0.004455331,0.0004401588,0.0007613458,0.001819201,0.0005566981],"domain_scores_gemma":[0.9924024,0.00249544,0.001336968,0.0009158071,0.002435226,0.0004140978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005891897,0.0000914564,0.007313526,0.000211158,0.0001713807,0.00005572646,0.0006756462,0.01837512,0.000543865,0.7087155,0.05417224,0.2096154],"study_design_scores_gemma":[0.0001642387,0.0003602673,0.01893759,0.00145068,0.000250142,0.0001091735,0.001939391,0.02160185,0.001564799,0.3387998,0.6146772,0.0001448567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04248332,0.01285096,0.3652574,0.1153357,0.003892152,0.00125164,0.002706929,0.001641877,0.45458],"genre_scores_gemma":[0.7351201,0.01586871,0.1988678,0.01841116,0.002053172,0.002648866,0.0009622621,0.0006532131,0.02541481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01510598,"threshold_uncertainty_score":0.06853843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}