{"id":"W3201722495","doi":"10.1097/acm.0000000000004437","title":"The Scope of Social Mission Content in Health Professions Education Accreditation Standards","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Scope (computer science); Health professions; Content (measure theory); Content analysis; Pipeline (software); Representation (politics)","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":[0.05129926,0.0002939308,0.0003112941,0.01129958,0.003342811,0.006139806,0.001193599,0.0005791903,0.001405448],"category_scores_gemma":[0.1762761,0.0003479462,0.0005377964,0.01075224,0.006772821,0.004179913,0.005162211,0.001214059,0.0001591274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02382527,"about_ca_system_score_gemma":0.04841404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09571655,"about_ca_topic_score_gemma":0.1269245,"domain_scores_codex":[0.938644,0.01856652,0.006608084,0.002262319,0.0313532,0.002565832],"domain_scores_gemma":[0.7310646,0.1172625,0.04618431,0.009994563,0.08810528,0.007388874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000976716,0.0001330446,0.564712,0.001921834,0.0001325627,0.0001517993,0.09639855,0.0008197902,0.001272234,0.02744496,0.009949955,0.2969656],"study_design_scores_gemma":[0.00001323867,0.0001399065,0.8221011,0.003364523,0.00007066624,0.0001641988,0.08256126,0.001285812,0.0008956467,0.007870936,0.08143485,0.00009801012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680074,0.005065123,0.01522875,0.01550228,0.0005421629,0.001081093,0.002017697,0.0001822374,0.09237332],"genre_scores_gemma":[0.9935241,0.0006918992,0.003450891,0.0004938734,0.00006948441,0.0002294557,0.0005838108,0.00003364981,0.0009228283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09571655,"threshold_uncertainty_score":0.2712997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07738696820343043,"score_gpt":0.4766395984338728,"score_spread":0.3992526302304423,"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."}}