{"id":"W7045523960","doi":"","title":"The association between physician competence at licensure and the quality of asthma management and patient morbidity","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; Medical Research Council Canada","keywords":"Asthma; Medical prescription; Competence (human resources); Licensure; Asthma management; Quality (philosophy); Health care; Quality management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008178749,0.0001885657,0.0003053769,0.001315674,0.0004531304,0.001574426,0.0005657204,0.0007761584,0.001460494],"category_scores_gemma":[0.06344492,0.0002367826,0.0004135676,0.0008318999,0.0008758173,0.0008452777,0.00125277,0.001127386,0.0001714971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009758817,"about_ca_system_score_gemma":0.001247619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108171,"about_ca_topic_score_gemma":0.006975339,"domain_scores_codex":[0.9929207,0.003506303,0.0006069755,0.0005418707,0.001741579,0.0006824835],"domain_scores_gemma":[0.9374691,0.03578279,0.01547106,0.002416966,0.004562127,0.004298046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002524792,0.00003494988,0.9978836,0.000006407931,0.00002953901,0.00001047975,0.00003886468,0.0002026654,0.00003467691,0.00002828704,0.00004499332,0.001660264],"study_design_scores_gemma":[0.000002420994,0.0000444122,0.9983945,0.000006639507,0.000008200793,0.00005590276,0.00006623731,0.001252668,0.00004695464,0.00004892242,0.00007026303,0.000002793225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997125,0.0003710413,0.0006715231,0.0003648009,0.000007614829,0.00002054297,0.0001099332,0.000007979665,0.001321627],"genre_scores_gemma":[0.9994904,0.00006650482,0.0002345356,0.0000230909,0.00001080951,0.000004577537,0.00008566346,0.000001496605,0.00008292499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108171,"threshold_uncertainty_score":0.0432539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404777476590265,"score_gpt":0.2662812718770511,"score_spread":0.2522334971111485,"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."}}