{"id":"W2990738805","doi":"10.1016/j.cpha.2019.08.002","title":"Professionalism for Physician Assistants","year":2019,"lang":"en","type":"article","venue":"Physician Assistant Clinics","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Family Medicine","funders":"University of Toronto","keywords":"Medicine; Health professions; Set (abstract data type); Medical profession; Medical education; Family medicine; Nursing; Health care; Law; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009163546,0.0002619607,0.0003377124,0.0009273373,0.01542213,0.009428061,0.001017404,0.006090281,0.0246208],"category_scores_gemma":[0.03283792,0.0003741375,0.0004729676,0.0005933401,0.003942227,0.003558327,0.006342933,0.00860774,0.003696888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008182614,"about_ca_system_score_gemma":0.03885373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007832216,"about_ca_topic_score_gemma":0.02181804,"domain_scores_codex":[0.9845504,0.006150204,0.0002707662,0.0008643233,0.003017084,0.005147251],"domain_scores_gemma":[0.9034805,0.01247877,0.004107181,0.002158982,0.01141028,0.06636427],"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":[0.0002950161,0.001142284,0.05180945,0.0003389968,0.00003188999,0.00117373,0.03585664,0.0001466341,0.001646958,0.1299908,0.5650964,0.2124712],"study_design_scores_gemma":[0.0001099456,0.0006126726,0.05723079,0.0006242949,0.00001905323,0.001863686,0.04784162,0.0003540851,0.0005521078,0.02344844,0.867282,0.00006139893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1126112,0.006310393,0.0009722389,0.5700428,0.006004085,0.0001004586,0.00007337356,0.00008507846,0.3038004],"genre_scores_gemma":[0.7042688,0.002935655,0.00115135,0.1131218,0.003552868,0.0001002313,0.00005336717,0.00006464933,0.1747513],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0246208,"threshold_uncertainty_score":0.0823648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439568266064221,"score_gpt":0.4075231122813233,"score_spread":0.3635662856749012,"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."}}