{"id":"W2582886807","doi":"10.1177/2374289516687070","title":"Pathology Course Director Perspectives of a Recent LCME Experience","year":2017,"lang":"en","type":"article","venue":"Academic Pathology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Laboratório Central de Microscopia Eletrônica, Universidade Federal de Santa Catarina","keywords":"Accreditation; Curriculum; Medical education; Scale (ratio); Medicine; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005377218,0.0003777969,0.0003230574,0.0009580741,0.01154592,0.005825621,0.001811511,0.002999227,0.02004109],"category_scores_gemma":[0.007895536,0.0004904353,0.0005379317,0.001453655,0.002483285,0.003511106,0.007497424,0.008459155,0.003506835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006674566,"about_ca_system_score_gemma":0.006731659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008019403,"about_ca_topic_score_gemma":0.04190624,"domain_scores_codex":[0.9963581,0.001216752,0.0001481322,0.0003009119,0.0007460323,0.001230084],"domain_scores_gemma":[0.9858662,0.0007007277,0.0006251388,0.0001332204,0.001626412,0.01104822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002163897,0.001929884,0.05745555,0.0005641719,0.00004116653,0.02331181,0.1790085,0.0003775397,0.003002068,0.007136394,0.6292833,0.0976733],"study_design_scores_gemma":[0.00002288893,0.0003552964,0.01883586,0.0002147914,0.00001293167,0.007256807,0.1533595,0.0001184993,0.0004899029,0.0003471392,0.8189256,0.00006082929],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4886183,0.01137799,0.002652918,0.3551332,0.01805121,0.0001862783,0.000863697,0.0005201723,0.1225963],"genre_scores_gemma":[0.7480225,0.01091106,0.003176449,0.09827308,0.008289492,0.0002107763,0.0009316771,0.0004427085,0.1297421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02004109,"threshold_uncertainty_score":0.06704408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985993429854415,"score_gpt":0.4287483599420845,"score_spread":0.3788884256435404,"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."}}