{"id":"W1873904142","doi":"10.36834/cmej.36591","title":"What makes a competent clinical teacher?","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; Competence (human resources); Medical education; Delphi; Psychology; Perception; Process (computing); Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003650978,0.0001596733,0.0002942449,0.0004736659,0.0002823487,0.0001247321,0.0002383188,0.0003972919,0.05662377],"category_scores_gemma":[0.03044302,0.0001370047,0.0001429134,0.0004913186,0.000285999,0.0005584461,0.00001554746,0.001901923,0.0005977659],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000824384,"about_ca_system_score_gemma":0.04907046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005742111,"about_ca_topic_score_gemma":0.0006049958,"domain_scores_codex":[0.9969913,0.0001973748,0.0008933326,0.000185201,0.001059796,0.0006730271],"domain_scores_gemma":[0.9867234,0.00006361587,0.0001973709,0.0003436182,0.0006845733,0.01198741],"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":[0.00000945851,0.0005663377,0.03456661,0.0000164555,0.00004083518,0.00001251805,0.0006627523,5.368119e-8,0.000001336254,0.00130137,0.5414982,0.4213241],"study_design_scores_gemma":[0.0006271292,0.00007667659,0.091631,0.0004085991,0.00006916741,0.00374816,0.006054763,0.0001044566,0.000003021628,0.0001559764,0.896973,0.0001480322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5183946,0.004924638,0.0002841432,0.4096705,0.05025053,0.0005186304,0.000001345958,0.00005905245,0.0158966],"genre_scores_gemma":[0.7181375,0.00107624,0.00593599,0.2466436,0.02185079,0.00004913529,0.00009289189,0.00005154324,0.006162299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4211761,"threshold_uncertainty_score":0.977724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748460849732323,"score_gpt":0.4037700370158457,"score_spread":0.3662854285185225,"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."}}