{"id":"W2955744164","doi":"10.1515/dx-2018-0107","title":"Competencies for improving diagnosis: an interprofessional framework for education and training in health care","year":2019,"lang":"en","type":"article","venue":"Diagnosis","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Teamwork; Patient safety; Medicine; Health care; Quality (philosophy); Set (abstract data type); Medical education; Focus group; Nursing; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03746342,0.001539856,0.0006689035,0.007873823,0.007725102,0.009148773,0.003883665,0.005339714,0.003338938],"category_scores_gemma":[0.01919658,0.0006722093,0.001136393,0.003337031,0.0181477,0.008801099,0.01596866,0.006709018,0.0007423016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01562037,"about_ca_system_score_gemma":0.07629364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01860255,"about_ca_topic_score_gemma":0.02638249,"domain_scores_codex":[0.9723569,0.02084989,0.00136065,0.0009342385,0.002430931,0.002067487],"domain_scores_gemma":[0.9758593,0.01240188,0.001368785,0.0008170149,0.002924173,0.006628796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004621283,0.0006290296,0.00617419,0.002172907,0.00006282619,0.00133003,0.12854,0.004083915,0.000965989,0.5890982,0.02275782,0.2441389],"study_design_scores_gemma":[0.0001038734,0.0002843465,0.007790892,0.01202935,0.0000573102,0.00179829,0.103475,0.008072394,0.0007876724,0.6012409,0.2641703,0.0001896909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04111243,0.01905313,0.5554644,0.2080945,0.001791627,0.005859396,0.0002496589,0.0007057729,0.1676691],"genre_scores_gemma":[0.2720227,0.006238264,0.7052487,0.006926894,0.000248099,0.004129476,0.0002107263,0.00005307041,0.004922147],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03746342,"threshold_uncertainty_score":0.1981278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392851637181579,"score_gpt":0.3959838954297819,"score_spread":0.3620553790579661,"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."}}