{"id":"W2321863106","doi":"10.1097/acm.0000000000000475","title":"Integrating Competencies","year":2014,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Context (archaeology); Audit; Thematic analysis; Grounded theory; Set (abstract data type); Process (computing); Psychology; Medical education; Qualitative research; Medicine; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004136415,0.0006769603,0.0003462482,0.002117523,0.002149893,0.00605747,0.001817022,0.001968893,0.05536714],"category_scores_gemma":[0.01124353,0.0003181554,0.0005333824,0.00170561,0.002819967,0.005942266,0.01035477,0.002020027,0.02311034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607217,"about_ca_system_score_gemma":0.01670112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0050421,"about_ca_topic_score_gemma":0.008425346,"domain_scores_codex":[0.9943702,0.001995037,0.0003922097,0.0007284391,0.001707773,0.0008063931],"domain_scores_gemma":[0.9954416,0.0008241106,0.0003011904,0.0007207605,0.001446759,0.001265564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005276055,0.0001936704,0.006358244,0.0007901911,0.00002380871,0.0009424724,0.01256154,0.0005663493,0.001042364,0.3367798,0.1006384,0.5400504],"study_design_scores_gemma":[0.00001925414,0.00006227275,0.004780338,0.001490821,0.00001576201,0.001819984,0.008295961,0.0005638652,0.0008831273,0.08584388,0.8961942,0.00003063084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01286888,0.001564895,0.02968214,0.01118508,0.0007084074,0.0004179482,0.0004147115,0.0005173385,0.9426406],"genre_scores_gemma":[0.3986587,0.005909589,0.1925236,0.00932019,0.0004204184,0.001140382,0.002518869,0.0005763293,0.388932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05536714,"threshold_uncertainty_score":0.1852216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142868484158728,"score_gpt":0.3657463414829195,"score_spread":0.3243176566413322,"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."}}