{"id":"W3024485618","doi":"10.22374/cjgim.v14i4.347","title":"Point-Counterpoint: Perioperative Cardiac Biomarkers","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Perioperative; Counterpoint; Humanities; Library science; Surgery; Philosophy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007547748,0.001226263,0.001925267,0.0017328,0.0004433313,0.003795736,0.001559956,0.005045242,0.009863775],"category_scores_gemma":[0.02975178,0.0003327134,0.001462822,0.001043959,0.001956583,0.003855545,0.001586132,0.006690341,0.003252834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009090863,"about_ca_system_score_gemma":0.002172454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007255977,"about_ca_topic_score_gemma":0.001085851,"domain_scores_codex":[0.9952103,0.002186605,0.0007630909,0.0005659362,0.001135578,0.0001384012],"domain_scores_gemma":[0.9841284,0.01270111,0.001268701,0.0002215708,0.00150876,0.0001714377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009796376,0.000133109,0.001646316,0.04132244,0.001491446,0.001127549,0.0004920439,0.0006665511,0.001061797,0.06837454,0.1315568,0.7511477],"study_design_scores_gemma":[0.0003882728,0.0003744799,0.001736195,0.0770339,0.001814333,0.002368205,0.0007163383,0.000484139,0.001233955,0.05539776,0.8583389,0.0001134385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0006888699,0.8920385,0.003073848,0.08110762,0.01463941,0.00006319373,0.0001246379,0.00004595276,0.00821803],"genre_scores_gemma":[0.02597765,0.866794,0.00559602,0.06956714,0.02823476,0.0002352761,0.000195867,0.00002990975,0.003369376],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009863775,"threshold_uncertainty_score":0.03991681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008961206178069473,"score_gpt":0.253346947480265,"score_spread":0.2443857413021956,"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."}}