{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001058149,0.0001860584,0.0003960382,0.0001515284,0.0002234909,0.000181064,0.0002026425,0.00009088992,0.00001310921],"category_scores_gemma":[0.0000659666,0.0002124762,0.00003611948,0.0001749116,0.0000311339,0.0003004269,0.0002056777,0.000295689,0.000007432192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266893,"about_ca_system_score_gemma":0.0002974815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8739989,"about_ca_topic_score_gemma":0.7335657,"domain_scores_codex":[0.998699,0.00001127133,0.0003898789,0.0004495849,0.00006495842,0.0003852842],"domain_scores_gemma":[0.9991443,0.00009038282,0.000196443,0.0002933439,0.00003243823,0.0002431042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002253435,0.000008949597,0.9842173,0.0001512788,0.0000128372,0.000001617567,0.0008997644,8.534636e-7,1.207335e-7,0.005345018,0.003838455,0.005521536],"study_design_scores_gemma":[0.0003336536,0.00002019709,0.9405905,0.000004083371,0.000008665989,4.07943e-7,0.0001528225,0.000003359829,0.000001423532,0.0005237611,0.05814535,0.0002157815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857872,0.004913597,0.00003097108,0.004347877,0.0006273076,0.0003701455,0.002796956,0.00003094201,0.00109507],"genre_scores_gemma":[0.9871633,0.002096539,0.0005529525,0.009342169,0.0003568414,0.00001548855,0.0003956351,0.00002731571,0.00004976884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404331,"threshold_uncertainty_score":0.866453,"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."}}