{"id":"W4302592927","doi":"10.1097/01.anes.0000363307.73299.8c","title":"THE AMERICAN BOARD OF ANESTHESIOLOGY","year":2009,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; General surgery; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.0001751956,0.00008178518,0.000222265,0.00004933723,0.0003204918,0.000007156414,0.0002247392,0.00003133963,0.0002985318],"category_scores_gemma":[0.00009514687,0.00004896915,0.00005399551,0.00005181333,0.001712776,0.00003362973,0.000007466266,0.0001096149,0.00008152561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007653846,"about_ca_system_score_gemma":0.00003064133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000799799,"about_ca_topic_score_gemma":0.00007135034,"domain_scores_codex":[0.9992414,0.0001179163,0.0002568592,0.0001211309,0.00006634068,0.0001963377],"domain_scores_gemma":[0.9991997,0.0002890022,0.0001737746,0.0002262457,0.00007796109,0.00003333053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006893632,0.00005202585,0.002227163,0.000002242855,0.000008689164,0.00001060582,0.001967113,5.930223e-7,0.0001672315,0.930604,0.02429747,0.04059393],"study_design_scores_gemma":[0.00006924534,0.001019546,0.04928347,0.00000298966,0.000006779133,0.00001311243,0.0005454521,0.000003911426,0.00005922539,0.01610912,0.9328197,0.00006746389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764024,0.0002089517,0.000003105692,0.002324109,0.0001552954,0.00006457024,0.000001156818,0.00003687165,0.02080353],"genre_scores_gemma":[0.9921397,0.00004850358,0.00003856807,0.005434275,0.0002415945,0.000006638095,0.000005764684,0.000004696023,0.002080291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9144949,"threshold_uncertainty_score":0.6310794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655688897329421,"score_gpt":0.2449573428538526,"score_spread":0.2184004538805584,"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."}}