{"id":"W2978814452","doi":"10.1002/lary.28291","title":"Elevated Troponin: A Marker for Noncardiac Complications After Resection of Head and Neck Cancers","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Troponin; Incidence (geometry); Troponin I; Multivariate analysis; Head and neck cancer; Cancer; Surgery; Cardiology; Oncology; Myocardial infarction","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":[0.0005095041,0.0002411353,0.0002278201,0.0005446238,0.0002122896,0.000487171,0.0002371471,0.0002612192,0.001004457],"category_scores_gemma":[0.002855392,0.0001002189,0.000307626,0.0006475208,0.0001961052,0.0003688077,0.0002765038,0.0004195205,0.0001663975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026361,"about_ca_system_score_gemma":0.0003564825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283051,"about_ca_topic_score_gemma":0.001927478,"domain_scores_codex":[0.9996854,0.00006411159,0.00004847541,0.00004043718,0.0001001365,0.00006144321],"domain_scores_gemma":[0.9981852,0.0002763663,0.001107081,0.0000278767,0.000162665,0.0002406967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227745,0.00001840745,0.9982838,0.000008886054,0.00001757688,0.00006083495,0.00001149065,0.0000203391,0.0001993022,0.000005850063,0.00004768587,0.001202918],"study_design_scores_gemma":[0.000004330388,0.0001588143,0.9990012,0.000005222648,0.0000167461,0.0004105673,0.00006480061,0.0001412193,0.0001110598,0.00001573846,0.0000682361,0.000001990743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988467,0.0004412142,0.00008435937,0.00004569443,0.00001156059,0.000008270952,0.0001094868,0.000002747379,0.0004499729],"genre_scores_gemma":[0.9994677,0.0001287933,0.0001196347,0.00002045523,0.00002096521,0.000005880883,0.0001468632,8.647764e-7,0.00008882482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001283051,"threshold_uncertainty_score":0.003360271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229793082518081,"score_gpt":0.2811898735901068,"score_spread":0.268891942764926,"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."}}