{"id":"W2767539909","doi":"10.1377/hlthaff.2017.0014","title":"In British Columbia, The Supply Of Primary Care Physicians Grew, But Their Rate Of Clinical Activity Declined","year":2017,"lang":"en","type":"article","venue":"Health Affairs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Centre for Advancing Health Outcomes","funders":"","keywords":"Remuneration; Workforce; Primary care; Physician supply; Medicine; Economic shortage; Family medicine; Demography; Population; Feminization (sociology); Primary care physician; Specialty; Census; Cohort; Gerontology; Business; Environmental health; Economic growth; Finance; Government (linguistics); Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157488,0.00008675321,0.0008166568,0.00004973703,0.0002365992,0.00006191025,0.0004395854,0.00009833622,0.00003216895],"category_scores_gemma":[0.0002748283,0.0001190191,0.0001669151,0.00009805696,0.0002100601,0.0001813158,0.0001454347,0.0002586025,0.00001401857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292736,"about_ca_system_score_gemma":0.0002654946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4105434,"about_ca_topic_score_gemma":0.4138641,"domain_scores_codex":[0.9979847,0.0001429622,0.001122418,0.0003289412,0.00003903725,0.0003819422],"domain_scores_gemma":[0.9974371,0.0001910572,0.001455553,0.0007713654,0.00004707794,0.00009791233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008636768,0.000549808,0.6824466,0.002497944,0.00006954855,0.00001050081,0.002713444,0.00001473871,0.00000277269,0.008526953,0.0101456,0.2929357],"study_design_scores_gemma":[0.000846047,0.0001741077,0.9643649,0.0001355578,0.000002109083,6.123832e-7,0.0009248853,0.0001312223,0.000008030679,0.002863103,0.03044243,0.0001069748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679786,0.001319788,0.00008173236,0.02018956,0.0007050066,0.0007765295,0.0009216684,0.00001263807,0.008014455],"genre_scores_gemma":[0.9949065,0.002446388,0.00008742941,0.00199472,0.0001538888,0.00003498093,0.0000121813,0.00001684107,0.0003470972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928287,"threshold_uncertainty_score":0.5968314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081281619864741,"score_gpt":0.3311604874357468,"score_spread":0.2498788675710058,"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."}}