{"id":"W2112628865","doi":"10.3109/01421590903197050","title":"Does hands-on CME in gynaecologic procedures alter clinical practice?","year":2010,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Government of Ontario; Institute for Clinical Evaluative Sciences","keywords":"Pessary; Psychological intervention; Medicine; Family medicine; Family planning; Continuing medical education; Experiential learning; Hysterectomy; Clinical Practice; Nursing; Gynecology; Medical education; Continuing education; Psychology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009173067,0.0001594859,0.0003455976,0.00006573515,0.00003177867,0.00001459951,0.0001179254,0.0003604493,0.009755917],"category_scores_gemma":[0.008818491,0.00007448258,0.0001010007,0.00008918384,0.0001715124,0.00006213212,0.00006555244,0.00116759,0.0003487892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000316025,"about_ca_system_score_gemma":0.0001943201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003875896,"about_ca_topic_score_gemma":0.0001763476,"domain_scores_codex":[0.998298,0.0001045429,0.0004112298,0.0003624043,0.0005257942,0.0002979783],"domain_scores_gemma":[0.9989695,0.0002482663,0.00007277084,0.0002993066,0.00003853131,0.0003716431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003681764,0.004229368,0.9175009,0.00003832255,0.0001106241,0.002198931,0.0001700011,3.3887e-8,0.00002794534,0.0002371813,0.01375341,0.06136514],"study_design_scores_gemma":[0.009655789,0.002270804,0.7685889,0.0001014633,0.0001195308,0.0002154146,0.00007534348,0.0002993284,0.00009222808,0.0003525271,0.2180137,0.0002149322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383782,0.00001919866,0.000003677699,0.02395105,0.0008486831,0.0003047387,5.800022e-7,0.00006658323,0.03642732],"genre_scores_gemma":[0.9858469,0.00005124935,0.0006006287,0.004089939,0.0008776493,0.00006427657,0.00001092412,0.00002084235,0.008437549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2042603,"threshold_uncertainty_score":0.9995307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761662328344541,"score_gpt":0.3941428053305289,"score_spread":0.3665261820470834,"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."}}