{"id":"W1979527619","doi":"10.1097/aln.0b013e31819815f3","title":"Increasing Operating Room Throughput","year":2009,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Throughput; Operating room management; Operating system; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007664467,0.0008842006,0.0005494477,0.001234475,0.0008377526,0.004276535,0.002326002,0.002753845,0.01520352],"category_scores_gemma":[0.03437909,0.0004172261,0.001580254,0.0009425019,0.00100173,0.006103978,0.002306754,0.006507987,0.007315635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003278952,"about_ca_system_score_gemma":0.002518289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480127,"about_ca_topic_score_gemma":0.00320761,"domain_scores_codex":[0.9939224,0.001305785,0.0007107067,0.0008628941,0.002596149,0.0006020512],"domain_scores_gemma":[0.9734069,0.01050811,0.002958782,0.001538906,0.008764349,0.002823113],"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":[0.0004393089,0.0001499181,0.004192762,0.00113451,0.0001669548,0.0005827161,0.0003425649,0.0009723821,0.001147485,0.004732281,0.6142997,0.3718395],"study_design_scores_gemma":[0.0001967561,0.0008160812,0.008467479,0.0013736,0.00024683,0.004931074,0.0004742418,0.001910649,0.003591884,0.00585064,0.9719895,0.000151135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02008767,0.1156292,0.03918841,0.6573235,0.1277154,0.0002683536,0.0009883353,0.001787207,0.03701189],"genre_scores_gemma":[0.2337797,0.1260125,0.04575895,0.3548416,0.2044806,0.0006564375,0.002321566,0.00199982,0.03014886],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01520352,"threshold_uncertainty_score":0.05086082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149206858661981,"score_gpt":0.2767664547432053,"score_spread":0.2552743861565855,"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."}}