{"id":"W4367174111","doi":"10.1111/medu.15111","title":"Recognising dispositional leadership among medical learners","year":2023,"lang":"en","type":"letter","venue":"Medical Education","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Medical education; MEDLINE; Medicine; Political 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":[0.002551849,0.000252481,0.000441881,0.0003662655,0.005223239,0.003651397,0.0008389226,0.02111313,0.003391904],"category_scores_gemma":[0.01692468,0.0002401395,0.0002714078,0.0003068735,0.003963774,0.004072342,0.001791755,0.02287231,0.00190828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375141,"about_ca_system_score_gemma":0.003791218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006771399,"about_ca_topic_score_gemma":0.01572664,"domain_scores_codex":[0.9975405,0.0009563112,0.0001728308,0.0001998974,0.0007031191,0.0004274189],"domain_scores_gemma":[0.9915591,0.004472982,0.0006835274,0.000307973,0.001445513,0.001530857],"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":[0.00007752406,0.0001640867,0.0280609,0.0002028186,0.00002126121,0.06831329,0.02278876,0.0003492107,0.003264538,0.02669196,0.7851508,0.06491487],"study_design_scores_gemma":[0.00005238815,0.0002877567,0.01976509,0.0007253338,0.00002128545,0.116501,0.04997712,0.001935093,0.001216629,0.05128878,0.758077,0.000152623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01063111,0.000743659,0.0003221679,0.9691742,0.003974551,0.00001284662,0.000009144432,0.00002099863,0.0151112],"genre_scores_gemma":[0.2106226,0.001989183,0.001190937,0.7479871,0.01805335,0.00005207284,0.00001639206,0.00003799364,0.02005036],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02111313,"threshold_uncertainty_score":0.01723295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584155565332144,"score_gpt":0.3509472429375699,"score_spread":0.2925316864043555,"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."}}