{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000621135,0.00006634439,0.0002507736,0.0005663467,0.0001941701,0.00002432993,0.0001010703,0.00005234665,0.00006966941],"category_scores_gemma":[0.001787556,0.00005212094,0.00005656649,0.0003853601,0.00006153322,0.00005610223,0.000009596382,0.0003122076,0.00003016456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327624,"about_ca_system_score_gemma":0.001232189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005281913,"about_ca_topic_score_gemma":0.0002534933,"domain_scores_codex":[0.9990699,0.00002230039,0.000378776,0.00007461723,0.0001187659,0.00033559],"domain_scores_gemma":[0.9993892,0.0001406797,0.0001359881,0.0001052891,0.0001070741,0.0001217216],"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":[0.000005906117,0.000005332435,0.04099334,0.00004905861,0.0000263754,0.0008191568,0.0002000981,0.0001617205,0.00002094757,0.0009264933,0.003021798,0.9537697],"study_design_scores_gemma":[0.003140735,0.0008951785,0.1643397,0.0009691206,0.00002417836,0.00131837,0.0112661,0.001500496,0.001160198,0.003968201,0.8111586,0.0002591436],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378977,0.00861571,0.00006341968,0.05157601,0.0003005155,0.0001340987,0.000005935543,0.000304583,0.001102024],"genre_scores_gemma":[0.9987207,0.0001145981,0.0002837263,0.0007438707,0.00001730574,0.000001236693,0.000003920494,0.000009332532,0.0001052847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9535106,"threshold_uncertainty_score":0.218585,"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."}}