{"id":"W2900340213","doi":"10.1213/00000539-900000000-96396","title":"Perioperative Considerations and Positioning for Neurosurgical Procedures","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Perioperative; Intensive care medicine; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002460838,0.0004750539,0.000654798,0.0008533547,0.001852984,0.00233315,0.0008434806,0.003111986,0.011477],"category_scores_gemma":[0.01365266,0.0002328273,0.0005204791,0.0004198109,0.001946544,0.002479765,0.001321384,0.005494903,0.005792429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006208692,"about_ca_system_score_gemma":0.002432532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000974951,"about_ca_topic_score_gemma":0.003735502,"domain_scores_codex":[0.9977503,0.0007563801,0.0003123292,0.0001294301,0.000913404,0.0001381747],"domain_scores_gemma":[0.9963587,0.00131861,0.0004920223,0.0001714132,0.0009751811,0.0006842006],"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":[0.00009969401,0.0001006659,0.003750911,0.001605977,0.00004612326,0.008525907,0.002540362,0.0003870171,0.002424393,0.02219121,0.5310964,0.4272314],"study_design_scores_gemma":[0.0000180127,0.0001988941,0.004043834,0.00272072,0.00004306616,0.02384376,0.002435026,0.0001569904,0.000477678,0.01879952,0.9471923,0.00007026111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.008132738,0.2363218,0.02368177,0.4943517,0.0936652,0.0001682661,0.0002113872,0.0005158511,0.1429513],"genre_scores_gemma":[0.1514195,0.3355414,0.06621286,0.2201069,0.1638835,0.0003723923,0.0002971024,0.0006708486,0.06149552],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.011477,"threshold_uncertainty_score":0.03839439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714455236540605,"score_gpt":0.299038983782249,"score_spread":0.2818944314168429,"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."}}