{"id":"W2038544307","doi":"10.1213/01.ane.0000113549.98873.b1","title":"A Survey of Orthopedic Surgeons??? Attitudes and Knowledge Regarding Regional Anesthesia","year":2004,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; Regional anesthesia; Anesthesia; Popularity; Vomiting; Anesthetic; Nausea; Orthopedic Procedures; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001349004,0.0002142721,0.0002226671,0.001107708,0.0009913311,0.0007359297,0.0003454863,0.000607345,0.006759963],"category_scores_gemma":[0.005601297,0.0002059778,0.0002210854,0.00148012,0.0006003366,0.0004520458,0.0004037671,0.0005436108,0.001411817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804226,"about_ca_system_score_gemma":0.004406593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4154968,"about_ca_topic_score_gemma":0.4698322,"domain_scores_codex":[0.9984521,0.000195193,0.0001223429,0.00008957177,0.0006478479,0.0004929094],"domain_scores_gemma":[0.9939139,0.000848632,0.001608345,0.00007072905,0.002127365,0.001431048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006194427,0.0001194549,0.9770367,0.0001253762,0.00001523442,0.0001240111,0.002343812,0.00004153969,0.0004571397,0.00002929402,0.004792195,0.01485335],"study_design_scores_gemma":[0.000009245487,0.0001493601,0.9901019,0.00005535529,0.0000075674,0.0001959602,0.004506757,0.00006814813,0.00007658015,0.000008588673,0.004809697,0.00001083449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883287,0.000421044,0.0001056678,0.001643855,0.00003554621,0.0001081399,0.002673956,0.00001459551,0.006668359],"genre_scores_gemma":[0.9922111,0.001163108,0.0003550849,0.001851435,0.00006896625,0.0001091713,0.001368949,0.000005742988,0.00286646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4154968,"threshold_uncertainty_score":0.8261567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477384533103813,"score_gpt":0.2874698480737731,"score_spread":0.252696002742735,"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."}}