{"id":"W4379881935","doi":"10.51731/cjht.2023.665","title":"Hybrid Operating Room Suites","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Operating theater; Suite; Neurosurgery; Cardiothoracic surgery; Medical physics; Surgery; Vascular surgery; Cardiac surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089867,0.0004149786,0.0002993985,0.002151014,0.000824873,0.001467791,0.001320526,0.0006289317,0.05784181],"category_scores_gemma":[0.004263074,0.0002378656,0.0008321786,0.002602312,0.0004032808,0.00162912,0.001796661,0.001322437,0.008997916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721646,"about_ca_system_score_gemma":0.005941202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349826,"about_ca_topic_score_gemma":0.05354387,"domain_scores_codex":[0.9985991,0.000156326,0.0001500499,0.0001545725,0.0006263446,0.0003136553],"domain_scores_gemma":[0.9946067,0.001054707,0.0008807856,0.0001889041,0.001357849,0.001911058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004587266,0.0001988173,0.01767941,0.002333713,0.0000863014,0.001105757,0.0002855337,0.001377442,0.001107414,0.007390833,0.2630011,0.7049751],"study_design_scores_gemma":[0.00009854695,0.0002881754,0.03246161,0.003077619,0.000100182,0.006811129,0.0007290739,0.0005950171,0.0009723934,0.002264443,0.9524884,0.0001133968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07788169,0.1929751,0.04339347,0.01688587,0.009302794,0.001078547,0.03514285,0.005303957,0.6180357],"genre_scores_gemma":[0.434112,0.2603686,0.07154946,0.02259383,0.006185445,0.001300926,0.05628071,0.001443394,0.1461657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05784181,"threshold_uncertainty_score":0.1935001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06293747887892315,"score_gpt":0.3345494473028057,"score_spread":0.2716119684238826,"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."}}