{"id":"W4409736725","doi":"10.1097/mlr.0000000000002141","title":"Risk Adjustment in Capitation Payments to Primary Care Providers","year":2025,"lang":"en","type":"article","venue":"Medical Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Capitation; Socioeconomic status; Payment; Health care; Actuarial science; Medicine; Population; Family medicine; Business; Environmental health; Economics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01509322,0.0008186591,0.0006401571,0.002262815,0.0003926243,0.001415203,0.001079497,0.0007206255,0.003151499],"category_scores_gemma":[0.06874927,0.0003592291,0.002375569,0.003163902,0.000374963,0.0005811603,0.001000379,0.001284284,0.0004191409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134712,"about_ca_system_score_gemma":0.001832749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774129,"about_ca_topic_score_gemma":0.005807811,"domain_scores_codex":[0.9871083,0.008178506,0.0007111565,0.001780777,0.00146076,0.0007604519],"domain_scores_gemma":[0.9471819,0.0292471,0.01549878,0.004105647,0.003057166,0.0009094744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002419523,0.000032503,0.9669222,0.00004522072,0.001119577,0.0001089859,0.0001577506,0.014485,0.00005077393,0.001473294,0.002378339,0.01298441],"study_design_scores_gemma":[0.0000595928,0.0002263697,0.909515,0.00008450763,0.0004963417,0.000584872,0.0001312581,0.08140355,0.0003475919,0.003351581,0.003768456,0.00003089261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430484,0.002924032,0.03776982,0.0034356,0.0002958564,0.0002749093,0.005610732,0.0005603475,0.006080198],"genre_scores_gemma":[0.9920705,0.0002156252,0.004868592,0.0000949557,0.00008268491,0.0001030614,0.001749409,0.00004631837,0.0007687822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774129,"threshold_uncertainty_score":0.07982153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933509524269521,"score_gpt":0.409886609468872,"score_spread":0.3905515142261767,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}