{"id":"W2103136477","doi":"10.1542/peds.2009-2821","title":"Primary Care Physician Supply and Children's Health Care Use, Access, and Outcomes: Findings From Canada","year":2010,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Physician supply; Population; Ambulatory care; Emergency department; Primary care; Primary care physician; Ambulatory; Health care; Family medicine; Emergency medicine; Environmental health; Pediatrics; Demography; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009217291,0.0002660818,0.0003938257,0.002014933,0.001719648,0.00118551,0.0009262476,0.0003760681,0.002330686],"category_scores_gemma":[0.00418336,0.0002701266,0.0006764902,0.006435781,0.0006732813,0.0003658079,0.0009038002,0.0005332307,0.0001580864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02165485,"about_ca_system_score_gemma":0.0358417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950207,"about_ca_topic_score_gemma":0.9968953,"domain_scores_codex":[0.9984967,0.00009301517,0.0001013549,0.0001828753,0.0007155733,0.0004104153],"domain_scores_gemma":[0.9940535,0.000445219,0.001439443,0.0001159948,0.002971035,0.000974762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002341476,0.00001029288,0.9957477,0.00005409646,0.0000404622,0.00004890215,0.0003675282,0.00007259432,0.0000319938,0.00004920422,0.0008398189,0.002713994],"study_design_scores_gemma":[0.00000358052,0.000006560992,0.998791,0.0000352143,0.00001666629,0.00003316094,0.0003847639,0.00007280355,0.00001687113,0.000007191122,0.0006290506,0.00000301412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746543,0.004573615,0.000166158,0.001237444,0.00001975286,0.00004701743,0.01413566,0.00001891527,0.005147131],"genre_scores_gemma":[0.9946895,0.001873415,0.0001887788,0.0001472605,0.0000120364,0.0000182618,0.002438874,0.000007467159,0.000624375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02165485,"threshold_uncertainty_score":0.1571177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627415409183178,"score_gpt":0.2395977925226709,"score_spread":0.2233236384308392,"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."}}