{"id":"W1998615793","doi":"10.12927/hcq..16488","title":"ICES Reports: Preoperative Testing Prior to Elective Surgery","year":2003,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Elective surgery; Surgery; General surgery","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":[0.004304292,0.0003693262,0.0003386165,0.002547123,0.001006124,0.00128644,0.0005284663,0.001341501,0.01045798],"category_scores_gemma":[0.03692475,0.0002536536,0.0003057439,0.001624047,0.0007085084,0.0007436979,0.0007739806,0.001419139,0.002466152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009047454,"about_ca_system_score_gemma":0.001922206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006945101,"about_ca_topic_score_gemma":0.008595366,"domain_scores_codex":[0.9936126,0.001218337,0.001640868,0.0003550622,0.002139637,0.001033576],"domain_scores_gemma":[0.9121822,0.02631209,0.02929641,0.004660832,0.01981297,0.007735463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003276837,0.0002686944,0.8605726,0.00025503,0.000038767,0.004077302,0.0005081283,0.0001050487,0.0007618954,0.0006077802,0.1038373,0.02863974],"study_design_scores_gemma":[0.00005696811,0.0004995457,0.8325477,0.0007343455,0.00008923995,0.01129484,0.00322835,0.0005478854,0.003479184,0.0004742969,0.1469826,0.00006503927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7364744,0.005383482,0.004292409,0.04464604,0.01291865,0.001076029,0.01344739,0.001093161,0.1806685],"genre_scores_gemma":[0.9337163,0.002720734,0.003365696,0.01870425,0.009239581,0.0003336691,0.00905857,0.0002848913,0.02257637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045798,"threshold_uncertainty_score":0.03498536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523734540518152,"score_gpt":0.3162254213726983,"score_spread":0.2809880759675168,"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."}}