{"id":"W2090008063","doi":"10.1111/j.1365-2044.2001.2094-9.x","title":"Anaesthesia without induction rooms","year":2001,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004647879,0.0009168092,0.002491974,0.0005853547,0.0001749766,0.0001108978,0.000341592,0.002142997,0.0004947563],"category_scores_gemma":[0.0001098184,0.0007583291,0.001549002,0.0006324689,0.0002510514,0.0001713466,0.00003934839,0.002698189,0.001126506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736222,"about_ca_system_score_gemma":0.0002946406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002962672,"about_ca_topic_score_gemma":0.00000999683,"domain_scores_codex":[0.995592,0.00031632,0.0007749278,0.001048515,0.001238188,0.001030057],"domain_scores_gemma":[0.9976556,0.0001111751,0.0003308772,0.001394236,0.0001837223,0.0003243759],"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":[0.0001554153,0.0001022128,0.0636866,0.0001932574,0.000379018,0.02236086,0.0000962025,0.000002202842,0.00001145458,0.0002889771,0.8691924,0.04353141],"study_design_scores_gemma":[0.0009160002,0.0004628524,0.02962583,0.0002330158,0.0008433835,0.003953821,0.0000349572,0.00001348192,0.00002261977,0.00007290243,0.9630318,0.00078934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04129805,0.001482044,0.0000601918,0.8985284,0.0004966737,0.001200337,0.000006306087,0.0006160965,0.05631189],"genre_scores_gemma":[0.01375043,0.001941409,0.000788527,0.8936562,0.01028592,0.0001361606,0.0007289695,0.0003895648,0.07832286],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09383941,"threshold_uncertainty_score":0.9996513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227174777342457,"score_gpt":0.2678686813320793,"score_spread":0.2451512035978336,"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."}}