{"id":"W4246507637","doi":"10.1046/j.1365-2044.2001.02094-9.x","title":"Anaesthesia without induction rooms","year":2001,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Anxiety; Anesthesia; General anaesthesia; Heart rate; Blood pressure; Respiratory rate; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003738936,0.0002846557,0.0007834755,0.0002070497,0.0001288793,0.00004272532,0.0001229618,0.0002154565,0.0002533226],"category_scores_gemma":[0.00008062092,0.0002289588,0.0004789366,0.0004961403,0.0001178474,0.0001747569,0.00001688912,0.0002633803,0.0005463289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008696299,"about_ca_system_score_gemma":0.00008762738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001456556,"about_ca_topic_score_gemma":0.00001617838,"domain_scores_codex":[0.9981804,0.0001063718,0.0003539033,0.0004151583,0.000477872,0.0004662843],"domain_scores_gemma":[0.9988849,0.00003991793,0.0000889056,0.0005636751,0.0000889556,0.0003337014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003329186,0.000180749,0.8629586,0.00001924889,0.00009230652,0.001689962,0.0001697945,0.000008472166,0.0002493828,0.005913307,0.001024176,0.1273611],"study_design_scores_gemma":[0.0008567599,0.0003257399,0.5061837,0.00003769424,0.0001433767,0.001764126,0.0001176124,0.00006168333,0.0001469407,0.00009125617,0.490032,0.0002390509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447083,0.0005042956,0.0001490368,0.00707525,0.0001056595,0.0003616398,4.04553e-7,0.0002733571,0.04682204],"genre_scores_gemma":[0.9861296,0.0007177253,0.0008068755,0.002725601,0.0003660636,0.00002918137,0.00001922126,0.00005665534,0.009149037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4890079,"threshold_uncertainty_score":0.9336671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024090998913794,"score_gpt":0.275320808597528,"score_spread":0.2550798986083901,"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."}}