{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290314,0.0001582642,0.0003448232,0.0002430833,0.0003343436,0.000005010324,0.0002485657,0.0003148055,0.0005094861],"category_scores_gemma":[0.000680236,0.0001338595,0.00006177078,0.0003630154,0.00002933681,0.00007180937,0.0002341315,0.000858963,0.0002527883],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003870729,"about_ca_system_score_gemma":0.00507952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003035535,"about_ca_topic_score_gemma":0.01233401,"domain_scores_codex":[0.9972715,0.0005275023,0.0006086212,0.0003583147,0.0006549607,0.0005790712],"domain_scores_gemma":[0.9986004,0.0004325428,0.00009125598,0.0003116318,0.000218299,0.0003458366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119174,0.00004164934,0.529034,0.003686232,0.00001873074,0.00002973313,0.05563935,0.000004447304,0.00000459218,0.0003384863,0.1321899,0.2788937],"study_design_scores_gemma":[0.001946202,0.0001051597,0.7508173,0.0006602938,0.0000300113,1.430193e-7,0.05035878,0.000004320823,0.000007679927,0.0001670899,0.1957544,0.0001485865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7151024,0.02053395,0.0005095691,0.06534702,0.008180988,0.006921071,0.0002384267,0.0003716627,0.1827949],"genre_scores_gemma":[0.750158,0.0008329063,0.0007963614,0.242299,0.0004768346,0.00164766,0.0006883251,0.00003846269,0.003062542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2787451,"threshold_uncertainty_score":0.9999532,"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."}}