{"id":"W2082415884","doi":"10.1097/acm.0b013e3181c88506","title":"Abraham Flexner of Kentucky, His Report, Medical Education in the United States and Canada, and the Historical Questions Raised by the Report","year":2010,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Politics; Medical education; Quality (philosophy); Medical school; Political science; Medicine; Public relations; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007462174,0.0001511501,0.0003702382,0.0000768497,0.0004942805,0.00000185291,0.0003630975,0.0003591476,0.0002681923],"category_scores_gemma":[0.01274518,0.00006518234,0.00001391547,0.0003869213,0.0008178513,0.00004120118,0.00008694545,0.002903257,8.6636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660487,"about_ca_system_score_gemma":0.002723893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8987657,"about_ca_topic_score_gemma":0.4741579,"domain_scores_codex":[0.9961286,0.001014182,0.001363096,0.0002631635,0.0008652881,0.0003656652],"domain_scores_gemma":[0.9942899,0.004000799,0.0006859946,0.0005486802,0.0002066957,0.0002678964],"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":[0.00005418647,0.00001179175,0.0852471,0.00007009755,0.000008396567,0.00003457094,0.008960782,2.713531e-7,0.0000210957,0.00435661,0.9004759,0.0007591964],"study_design_scores_gemma":[0.001239449,0.0000346231,0.02529803,0.0005948638,0.00005148059,0.0006195487,0.01125689,0.0001710736,0.000002026534,0.002861785,0.9577872,0.00008299154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6704884,0.003263066,0.00001493065,0.3222649,0.001239387,0.0008014773,0.000003897796,0.00001666909,0.001907256],"genre_scores_gemma":[0.945945,0.005501722,0.00002492852,0.03393238,0.0008837632,0.0002433073,0.0002039694,0.00002031259,0.01324463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4246079,"threshold_uncertainty_score":0.9993971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114111453359544,"score_gpt":0.4161453211189872,"score_spread":0.3950042065853917,"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."}}