{"id":"W2792583925","doi":"10.1053/j.jvca.2018.02.034","title":"Response to Xue et al","year":2018,"lang":"en","type":"letter","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Confounding; Odds ratio; Cardiac surgery; Ejection fraction; Odds; Adverse effect; Population; Renal function; Heart failure; Internal medicine; Intensive care medicine; Surgery; Cardiology; Logistic regression","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":[0.002419836,0.001043386,0.001728061,0.001024666,0.005018963,0.00551959,0.001902183,0.06701549,0.0165552],"category_scores_gemma":[0.02958287,0.0007520678,0.001305753,0.0007901633,0.002588067,0.003074718,0.002655932,0.04115603,0.0120139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005298465,"about_ca_system_score_gemma":0.00445941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280503,"about_ca_topic_score_gemma":0.006075515,"domain_scores_codex":[0.9969763,0.0006982542,0.0003199507,0.0004125022,0.0007640105,0.0008290797],"domain_scores_gemma":[0.9933231,0.002186404,0.0008775266,0.0002052515,0.001388321,0.002019367],"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":[0.0000319954,0.0000246132,0.0005807537,0.00004404367,0.0000138793,0.003085508,0.0001143151,0.00005155203,0.00006918742,0.0009200981,0.9916428,0.003421203],"study_design_scores_gemma":[0.0001547688,0.0001044076,0.00190661,0.0005938001,0.00005295087,0.005132801,0.001236772,0.0006130947,0.000231122,0.006697133,0.9831919,0.00008469913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000293094,0.000706566,0.00004180715,0.9705514,0.02645973,0.00001050736,0.00005156643,0.00002454649,0.001860778],"genre_scores_gemma":[0.002945916,0.000737052,0.00008758053,0.9472606,0.04095796,0.00003210669,0.00004638025,0.00001880362,0.007913585],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06701549,"threshold_uncertainty_score":0.05538261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288864784429966,"score_gpt":0.3538966219550297,"score_spread":0.31100797411073,"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."}}