{"id":"W1977821606","doi":"10.1097/acm.0b013e3181c8f1e7","title":"Commentary: Understanding the Flexner Report","year":2010,"lang":"en","type":"editorial","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Honor; Mythology; Political science; Sociology; Reform movement; Law; Medical education; Medicine; Classics; History; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01391713,0.002886948,0.002224308,0.002805275,0.007812432,0.008163021,0.006183659,0.05228577,0.006877111],"category_scores_gemma":[0.08578913,0.001204394,0.002532908,0.002102213,0.006972031,0.007729965,0.003215862,0.04540598,0.005555206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009532426,"about_ca_system_score_gemma":0.0115539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009257013,"about_ca_topic_score_gemma":0.0113537,"domain_scores_codex":[0.9871818,0.003096668,0.001264481,0.001730016,0.005571744,0.001155231],"domain_scores_gemma":[0.9615502,0.02296905,0.001997768,0.0009904341,0.00920113,0.003291373],"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":[0.00001133337,0.000003555693,0.00001770762,0.00004177321,0.00000367697,0.0001137921,0.00006520762,0.000008164727,0.00001164272,0.0005226263,0.9980921,0.001108382],"study_design_scores_gemma":[0.0000422195,0.00002523805,0.0002486879,0.0007880877,0.0000259223,0.000432233,0.0003941724,0.0001034433,0.0001071965,0.002298512,0.9954962,0.00003810767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001070576,0.005076416,0.00007653372,0.6372529,0.3539647,0.00001910071,0.00004505192,0.000043092,0.003415288],"genre_scores_gemma":[0.001601247,0.002392201,0.00009545802,0.710226,0.277999,0.00005959806,0.00002322773,0.00005924111,0.007543876],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9921876,"threshold_uncertainty_score":0.07360172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563526450335062,"score_gpt":0.3992378942081624,"score_spread":0.3536026297048118,"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."}}