{"id":"W3000637939","doi":"10.1111/anae.14920","title":"Peri‐operative cardiac biomarker screening: a narrative review","year":2020,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"","keywords":"Medicine; Biomarker; Intensive care medicine; Risk assessment; Perioperative; Estimation; 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":[0.001261536,0.0008632635,0.001968305,0.003775591,0.0002929139,0.001468084,0.0008770779,0.0009291689,0.005985815],"category_scores_gemma":[0.006873243,0.0003446103,0.0019932,0.004238004,0.0003146539,0.001286302,0.0007828731,0.001006069,0.0008044725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000822071,"about_ca_system_score_gemma":0.003387477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002139084,"about_ca_topic_score_gemma":0.004379518,"domain_scores_codex":[0.9993845,0.0001422362,0.0002049395,0.00008781482,0.0001467513,0.00003371885],"domain_scores_gemma":[0.9961403,0.002928049,0.0005065793,0.00005397635,0.0003166668,0.00005444942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001661035,0.00003972537,0.0005725925,0.5488526,0.001291086,0.0002400777,0.0001600418,0.0002911455,0.000374229,0.001875638,0.02067529,0.4254615],"study_design_scores_gemma":[0.00006354875,0.0001735004,0.004508751,0.5290804,0.008247725,0.002069843,0.0002403757,0.0001316548,0.000275744,0.0021339,0.4530296,0.00004499664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009623476,0.9992434,0.0000455219,0.0001691344,0.00006902683,0.00001016517,0.00006948593,0.000002857036,0.0002942734],"genre_scores_gemma":[0.0007699601,0.9988281,0.00007786643,0.0001514435,0.00004677967,0.00001239493,0.00004650375,8.988993e-7,0.00006609308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005985815,"threshold_uncertainty_score":0.0200246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138057160449133,"score_gpt":0.3788989716132483,"score_spread":0.317518400008757,"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."}}