{"id":"W2331403895","doi":"10.1017/s0317167100011872","title":"Pain Management in Post-Craniotomy Patients: A Survey of Canadian Neurosurgeons","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Regimen; Craniotomy; Analgesic; Opioid; Morphine; Anesthesia; Ketorolac; Nausea; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006828497,0.0001703793,0.0002300676,0.0007541231,0.001211304,0.000566919,0.0005625294,0.0004675288,0.002276228],"category_scores_gemma":[0.002807458,0.0002094577,0.0002293883,0.001925405,0.0006397064,0.0002956982,0.0003977787,0.0004587189,0.0002517939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006213373,"about_ca_system_score_gemma":0.007721372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8671493,"about_ca_topic_score_gemma":0.882934,"domain_scores_codex":[0.9991672,0.00006705864,0.00006224817,0.00005881356,0.000430624,0.000214124],"domain_scores_gemma":[0.9979995,0.0001924545,0.0006157946,0.00002464024,0.0006722745,0.0004952939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006887352,0.00008237384,0.9823486,0.000210767,0.00001763735,0.0002709003,0.005349725,0.0000476137,0.0005571835,0.00003746071,0.002019198,0.008989618],"study_design_scores_gemma":[0.000005145929,0.0001197224,0.9915347,0.00005723318,0.000006081169,0.0001896307,0.006815728,0.0000666632,0.00004628078,0.000005101634,0.001145519,0.000008247463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964121,0.0003997149,0.00003542179,0.0007417261,0.000008754683,0.00004954887,0.0007452294,0.000004350384,0.001603218],"genre_scores_gemma":[0.9978091,0.000910697,0.0001336086,0.000366559,0.000007238174,0.00002149939,0.000335806,0.000001981556,0.0004135513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328507,"threshold_uncertainty_score":0.2672662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123858824778043,"score_gpt":0.2512457947186252,"score_spread":0.2000072064708447,"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."}}