{"id":"W2049461216","doi":"10.1097/00008506-200610000-00067","title":"Craniotomies and Structured Peer Review of Perioperative Adverse Outcomes","year":2006,"lang":"en","type":"article","venue":"Journal of Neurosurgical Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Anesthesiology; Presentation (obstetrics); Perioperative; MEDLINE; General surgery; Medical emergency; Anesthesia; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02572442,0.0003328384,0.0007102899,0.005111074,0.001172882,0.001296045,0.001169975,0.0005245951,0.009334616],"category_scores_gemma":[0.1430182,0.0002414703,0.000467406,0.00193141,0.0006427198,0.001012398,0.001746341,0.0006681086,0.001645873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431951,"about_ca_system_score_gemma":0.01387213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417489,"about_ca_topic_score_gemma":0.009478015,"domain_scores_codex":[0.9672221,0.01501133,0.005487899,0.001227092,0.01028473,0.0007668913],"domain_scores_gemma":[0.8163604,0.03899535,0.03220182,0.009670897,0.09262692,0.01014461],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002043928,0.0005909474,0.2015871,0.002428938,0.0003161023,0.002109584,0.003469089,0.0004553472,0.002216741,0.001322662,0.1281175,0.6553421],"study_design_scores_gemma":[0.0009585018,0.002214357,0.7988305,0.002814205,0.0004913036,0.006020456,0.005778885,0.005009118,0.003009432,0.003395231,0.171266,0.0002119131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7151725,0.0301577,0.03631299,0.04218533,0.009780945,0.02771716,0.006621815,0.001585162,0.1304666],"genre_scores_gemma":[0.9290937,0.0115058,0.0325988,0.001277432,0.004449905,0.005749929,0.003301541,0.000145575,0.01187731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9742756,"threshold_uncertainty_score":0.1360454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284497105664898,"score_gpt":0.2791363310556609,"score_spread":0.2662913599990119,"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."}}