{"id":"W4309150448","doi":"10.1111/coa.14009","title":"Post‐operative survival in head and neck cancer patients with elevated troponins","year":2022,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Head and neck cancer; Internal medicine; Adjuvant; Adjuvant therapy; Overall survival; Disease; Troponin; Proportional hazards model; Retrospective cohort study; Oncology; Cancer; Surgery; 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":[0.0006759816,0.0001191721,0.0001495639,0.0003436751,0.0002118027,0.0003393149,0.0001932668,0.0002289011,0.001239478],"category_scores_gemma":[0.002675043,0.00008148933,0.0003138485,0.0003900463,0.0002025693,0.0003397043,0.0003151477,0.0003900154,0.0001361333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859514,"about_ca_system_score_gemma":0.0003982738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235584,"about_ca_topic_score_gemma":0.003818067,"domain_scores_codex":[0.9997148,0.0000665115,0.00002948366,0.00004458261,0.00005873937,0.0000858755],"domain_scores_gemma":[0.9985885,0.0003674258,0.0006331292,0.0000542419,0.00009771543,0.0002588832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000351128,0.00003728339,0.9968026,0.00001253855,0.00002329595,0.00007303382,0.00005050903,0.00003875052,0.0001384002,0.0000103488,0.0000740904,0.002387944],"study_design_scores_gemma":[0.00001034651,0.0003566009,0.9988859,0.000008100505,0.00002938091,0.0002644754,0.0001353174,0.00007477363,0.00009455348,0.00001724917,0.000120625,0.0000026724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994599,0.000240798,0.00001643894,0.0000261343,0.000004973474,0.000002411078,0.00005403618,6.856854e-7,0.0001945931],"genre_scores_gemma":[0.9997581,0.00007998994,0.0000146704,0.000009883209,0.000005389836,0.000001919027,0.00008072046,2.696468e-7,0.00004921644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002235584,"threshold_uncertainty_score":0.004445136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326015407850924,"score_gpt":0.368005170795004,"score_spread":0.3347450167164948,"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."}}