{"id":"W2120809556","doi":"10.1503/cmaj.051214","title":"Income and equity of access to physician services","year":2006,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Equity (law); Health insurance; Business; Health equity; Health care; Economic growth; Public economics; Medicine; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001465806,0.0001407519,0.0004822158,0.0005497565,0.0001316834,0.0002057624,0.0005160852,0.000714716,0.0005341518],"category_scores_gemma":[0.000169924,0.0001642731,0.00008533298,0.0002253868,0.00001939589,0.0001628783,0.0001116969,0.001305107,0.0001567299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009887007,"about_ca_system_score_gemma":0.0005037221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1255869,"about_ca_topic_score_gemma":0.09945841,"domain_scores_codex":[0.9981455,0.00005170301,0.0007801017,0.0002154553,0.000280462,0.0005268127],"domain_scores_gemma":[0.9982873,0.0000719751,0.0007307141,0.0001297453,0.0001110401,0.0006692074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[5.405967e-7,0.000005792178,0.02250599,0.0002039531,0.00007799366,0.00009124861,0.00009850854,0.000001868664,1.86932e-8,0.002589577,0.9671176,0.007306884],"study_design_scores_gemma":[0.0001504735,0.00001926255,0.04477518,0.0001078537,0.000006392065,0.000004114051,0.000009841576,0.00002847477,2.579694e-7,0.008311701,0.9464403,0.0001461619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004884873,0.0003454421,0.00006890817,0.9728112,0.0008610543,0.0001509139,0.0005181943,0.000006745927,0.02035273],"genre_scores_gemma":[0.04048737,0.0001266057,0.00003887363,0.9530903,0.00524858,0.000008209398,0.00004598185,0.00002298946,0.000931121],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0356025,"threshold_uncertainty_score":0.9169741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03643549225461704,"score_gpt":0.2869496927983606,"score_spread":0.2505142005437435,"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."}}