{"id":"W4413222977","doi":"10.1007/978-3-031-86312-7_25","title":"Operating Room Setup and Design","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Computer science","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":[0.0005837498,0.001394101,0.0004303741,0.0008280914,0.0007582537,0.002151348,0.0015646,0.0009516535,0.07934494],"category_scores_gemma":[0.001203297,0.0008593939,0.0006244164,0.0006088896,0.0006614443,0.00142132,0.001557936,0.001849974,0.03658472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000665051,"about_ca_system_score_gemma":0.001173981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268519,"about_ca_topic_score_gemma":0.003085961,"domain_scores_codex":[0.9993974,0.00007588105,0.00003050566,0.00008987205,0.0003486593,0.00005765024],"domain_scores_gemma":[0.9995744,0.0001352555,0.00002207573,0.00007332447,0.0001444464,0.0000505913],"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":[0.00006762869,0.00009853701,0.000617247,0.0006757753,0.000009447009,0.000393229,0.0004105688,0.005027423,0.01193396,0.05866339,0.1971739,0.724929],"study_design_scores_gemma":[0.000006205501,0.00009586302,0.001332068,0.0002602519,0.000009106243,0.001070017,0.0001635098,0.001443736,0.003257792,0.01190727,0.9804207,0.00003358885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003193273,0.006671824,0.1940604,0.00129178,0.002430757,0.0003332496,0.0007366026,0.002231011,0.7890511],"genre_scores_gemma":[0.01566507,0.005795887,0.07938277,0.0006889888,0.0005105156,0.0002069963,0.0007465093,0.001210202,0.8957929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07934494,"threshold_uncertainty_score":0.2654352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04702781315216021,"score_gpt":0.2861344551860897,"score_spread":0.2391066420339295,"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."}}