{"id":"W2469077037","doi":"10.1097/aap.0000000000000356","title":"Reply to Dr Vaghadia and Colleagues","year":2016,"lang":"en","type":"letter","venue":"Regional Anesthesia & Pain Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine","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":[0.003929296,0.0009010591,0.001527956,0.0008721744,0.006171609,0.007125354,0.002460686,0.1009029,0.01208782],"category_scores_gemma":[0.04356572,0.001142604,0.001404555,0.0008579833,0.003524497,0.004239012,0.003599611,0.05914713,0.009663592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005969608,"about_ca_system_score_gemma":0.007811748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007108743,"about_ca_topic_score_gemma":0.01300033,"domain_scores_codex":[0.9955408,0.001059065,0.0005764376,0.000508696,0.001066531,0.001248456],"domain_scores_gemma":[0.9885864,0.005152642,0.00145812,0.000330934,0.00188842,0.002583524],"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":[0.00002712409,0.00001736114,0.0007194063,0.00004081263,0.00001424913,0.001880779,0.0002585836,0.00004093909,0.00006137876,0.001652081,0.9926332,0.00265408],"study_design_scores_gemma":[0.0001170326,0.0000661554,0.002115839,0.0008525329,0.00006541673,0.003957627,0.002236238,0.0004208911,0.0002462636,0.01132799,0.9784767,0.0001172956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002379036,0.0004974471,0.00002857792,0.9843999,0.01311971,0.000006740888,0.00003161327,0.000009524795,0.001668617],"genre_scores_gemma":[0.002109625,0.0004774948,0.00005262473,0.9718546,0.0201845,0.00002109643,0.0000188523,0.00001229279,0.005268836],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1009029,"threshold_uncertainty_score":0.04331279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473251561735762,"score_gpt":0.2673492538087254,"score_spread":0.2426167381913678,"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."}}