{"id":"W2806373756","doi":"10.1186/s12913-018-3084-z","title":"Does specialist physician supply affect pediatric asthma health outcomes?","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society; University of Manitoba; Université Laval; University of Saskatchewan; Canadian Institute for Health Information; Children's Hospital of Eastern Ontario; University of Ottawa; London Health Sciences Centre; Western University","funders":"Lawson Health Research Institute","keywords":"Medicine; Asthma; Workforce; Public health; Family medicine; Population; Cohort; Demography; Health administration; Pediatrics; Environmental health; 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":[0.001031882,0.0001575991,0.0002832421,0.0009047135,0.000584304,0.0009585603,0.001258549,0.0005300831,0.003158872],"category_scores_gemma":[0.008419288,0.0002223121,0.0004569177,0.002763967,0.0006424332,0.0005065543,0.0006126115,0.0006553155,0.0002897042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006852849,"about_ca_system_score_gemma":0.009333105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7824396,"about_ca_topic_score_gemma":0.8329267,"domain_scores_codex":[0.9987686,0.000178825,0.00009917428,0.0001986485,0.0003867497,0.0003679876],"domain_scores_gemma":[0.9937373,0.001242851,0.002545933,0.0001959379,0.001166419,0.001111542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001559224,0.000007005589,0.9984028,0.00001524676,0.00002453996,0.00002524097,0.00007554687,0.00007732338,0.00001692447,0.00004142897,0.0003572646,0.0009411555],"study_design_scores_gemma":[0.00000165451,0.000005808266,0.9991842,0.00002316309,0.00001278343,0.00004240967,0.0002910864,0.000132147,0.00001595464,0.00002346583,0.0002655227,0.000001782052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867694,0.001688199,0.0001722266,0.002469218,0.00002862557,0.00002047559,0.004980538,0.00001190436,0.003859361],"genre_scores_gemma":[0.9986542,0.0003211029,0.00007162744,0.0001066375,0.00001378979,0.000005545319,0.0006730428,0.000003047133,0.0001509157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7824396,"threshold_uncertainty_score":0.4376832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08944514875940404,"score_gpt":0.4119754003596952,"score_spread":0.3225302516002911,"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."}}