{"id":"W2409986767","doi":"10.1097/01.anes.0000365142.34671.3c","title":"THE AMERICAN BOARD OF ANESTHESIOLOGY","year":2009,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Licensure; Subspecialty; Anesthesiology; Certificate; Medical education; Competence (human resources); United States Medical Licensing Examination; Residency training; Oral examination; Continuing education; Family medicine; Medical school; Anesthesia; Management","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":[0.003224649,0.0007285123,0.0008635079,0.001491284,0.00162793,0.002709567,0.00105246,0.002434351,0.1380065],"category_scores_gemma":[0.01115155,0.0002781084,0.0005927523,0.001426323,0.0008267742,0.001080623,0.001291951,0.003769385,0.09732491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221163,"about_ca_system_score_gemma":0.007465023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003664352,"about_ca_topic_score_gemma":0.00401155,"domain_scores_codex":[0.9965424,0.0005822774,0.0004957183,0.0004249777,0.001529688,0.0004249682],"domain_scores_gemma":[0.9872618,0.0007674297,0.0006770403,0.0009746721,0.008895597,0.001423387],"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":[0.000119264,0.0001194624,0.001646891,0.0003151643,0.00002615812,0.0002215018,0.00004478049,0.00005927219,0.0007721883,0.004646737,0.7985111,0.1935175],"study_design_scores_gemma":[0.0000328411,0.00004105897,0.002888116,0.0001931154,0.00001053071,0.00030263,0.00002263426,0.00004059723,0.00009428342,0.0007130171,0.9956521,0.000008959449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00322185,0.03239863,0.004593057,0.02873432,0.03896486,0.001213611,0.003668489,0.001045866,0.8861594],"genre_scores_gemma":[0.04889312,0.05560481,0.009678326,0.03046227,0.02256913,0.002559881,0.0131263,0.0004777822,0.8166283],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1380065,"threshold_uncertainty_score":0.4616777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122745439084449,"score_gpt":0.2796120403009152,"score_spread":0.2683845859100707,"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."}}