{"id":"W4396892465","doi":"10.1097/acm.0000000000005762","title":"Where Do We Go From Here? An Inventory of Publicly Available Data About Educator Academies, Medical Education Departments, and Offices of Medical Education","year":2024,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Medical school; MEDLINE; Physician assistants; Medicine; Political science; Health care; Nurse practitioners","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":[0.01412196,0.0002483473,0.000526601,0.02261938,0.001317442,0.005962714,0.001184816,0.0006267984,0.002129674],"category_scores_gemma":[0.08303978,0.0003880313,0.0004750016,0.04696144,0.0009463136,0.005625129,0.002137258,0.001023841,0.001107058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004795581,"about_ca_system_score_gemma":0.01276595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08269744,"about_ca_topic_score_gemma":0.1344393,"domain_scores_codex":[0.9886696,0.00308837,0.003248672,0.001282914,0.002989533,0.0007208886],"domain_scores_gemma":[0.8240695,0.0710964,0.05523985,0.009900831,0.03510441,0.004589122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000515222,0.0000462079,0.9177647,0.001168015,0.00009350067,0.0001080675,0.009693674,0.0001790392,0.0002544211,0.002326326,0.01668328,0.05163119],"study_design_scores_gemma":[0.00001252593,0.00004614715,0.8826784,0.002602943,0.0001194446,0.000181191,0.0388769,0.0006352175,0.0005803026,0.001049481,0.07314512,0.00007225713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7137566,0.008520839,0.003421331,0.0143913,0.0001689662,0.0003433893,0.2436318,0.0002195009,0.01554628],"genre_scores_gemma":[0.8661103,0.007698624,0.0142113,0.001651452,0.0001494654,0.0005741311,0.1083201,0.0001029794,0.001181686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08269744,"threshold_uncertainty_score":0.1644322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04992142008235839,"score_gpt":0.4066329176444312,"score_spread":0.3567114975620728,"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."}}