{"id":"W2075986693","doi":"10.1097/00000542-200104001-00085","title":"HOW FAST ARE WE? ","year":2001,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002686509,0.0000472932,0.00007608862,0.00003165668,0.0002504564,0.00004394118,0.0001538704,0.00009367878,0.0003545348],"category_scores_gemma":[0.0002565433,0.00004208954,0.00002589764,0.0001177142,0.000199897,0.0001936322,0.000005276956,0.00008205029,0.0001974671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001524681,"about_ca_system_score_gemma":0.00008457893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003900938,"about_ca_topic_score_gemma":0.001015549,"domain_scores_codex":[0.999262,0.0002804082,0.0000489312,0.0001196921,0.0000902165,0.0001987333],"domain_scores_gemma":[0.9993019,0.0004421107,0.00006648339,0.00008552059,0.0000423761,0.00006163559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003603186,0.0001041845,0.7987836,0.000006983457,0.0000158326,0.00008431887,0.0281119,0.000001712451,0.00004827871,0.1171633,0.03144971,0.02419419],"study_design_scores_gemma":[0.000030344,0.00002115669,0.06032571,0.000003107475,0.000003699497,0.00001342268,0.04320538,2.952593e-7,0.000005411771,0.004386574,0.8919512,0.00005369176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5998257,0.0008391874,0.000007291515,0.3692946,0.0002511625,0.00006120154,3.505502e-7,0.00004943854,0.02967108],"genre_scores_gemma":[0.9779956,0.0009445944,0.0001006128,0.003224625,0.0005830465,0.000008269219,0.000002102244,0.000004064118,0.01713709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8605015,"threshold_uncertainty_score":0.3881907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184113691647499,"score_gpt":0.360618550888788,"score_spread":0.2422071817240381,"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."}}