{"id":"W4206638876","doi":"10.1097/acm.0000000000003291","title":"Southern Illinois University School of Medicine","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Medical school; Faculty development; Professional development; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001127131,0.001173227,0.0006679594,0.001694506,0.001996284,0.00349953,0.000971198,0.001815093,0.5262238],"category_scores_gemma":[0.004307287,0.0003493238,0.000399024,0.001104144,0.0007185469,0.00130982,0.002342393,0.003109728,0.2033053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481492,"about_ca_system_score_gemma":0.006466681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686574,"about_ca_topic_score_gemma":0.01018841,"domain_scores_codex":[0.9980799,0.0002136081,0.00008722775,0.0004836182,0.0008559475,0.0002797628],"domain_scores_gemma":[0.9979268,0.000232999,0.00008039117,0.0001017229,0.001000966,0.0006570381],"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":[0.00004747979,0.00008251973,0.001409752,0.0001426972,0.000005943563,0.0002581287,0.0001244465,0.00003965356,0.0001466831,0.00626097,0.8877714,0.1037102],"study_design_scores_gemma":[0.0000175218,0.00003137927,0.001728669,0.000320224,0.00000358431,0.0002403051,0.00009205464,0.0000532993,0.00006157712,0.001429965,0.9960101,0.00001149831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001591199,0.009510597,0.0008911964,0.02628526,0.005626286,0.0002823481,0.003699491,0.0007897607,0.9513238],"genre_scores_gemma":[0.01374634,0.01094967,0.002108602,0.01021478,0.002530515,0.0005001423,0.004969382,0.0002571492,0.9547235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5262238,"threshold_uncertainty_score":0.6757842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016291565738361,"score_gpt":0.3192640210873142,"score_spread":0.2791011054299306,"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."}}