{"id":"W4394724406","doi":"10.3389/ti.2024.12724","title":"Implications of High Sensitivity Troponin Levels After Lung Transplantation","year":2024,"lang":"en","type":"article","venue":"Transplant International","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; University of Toronto; CARE Canada; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Troponin I; Cardiology; Internal medicine; Perioperative; Myocardial infarction; Troponin; Coronary artery disease; Revascularization; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002562895,0.0001667704,0.0002523965,0.0002542137,0.00003329889,0.00002870115,0.00007280994,0.00009334207,0.0008629395],"category_scores_gemma":[0.000007065587,0.0001440244,0.0001939498,0.0001705067,0.00006426036,0.0001868469,0.000003417142,0.0001853934,0.00002881638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006210903,"about_ca_system_score_gemma":0.00009716718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048384,"about_ca_topic_score_gemma":0.00007090794,"domain_scores_codex":[0.9987436,0.0000642646,0.0003992635,0.0002935717,0.0003307884,0.0001684958],"domain_scores_gemma":[0.9993124,0.0003104871,0.00004155662,0.0001478167,0.0001071339,0.0000806108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005269,0.0007683779,0.3553286,0.006252537,0.002800544,0.003538222,0.01057949,0.0004773591,0.3343816,0.2353875,0.0005919921,0.04462472],"study_design_scores_gemma":[0.001081988,0.00005938573,0.9645352,0.0007698294,0.0005803439,0.001389172,0.00002007127,0.001526734,0.02829465,0.001030318,0.00052881,0.0001834943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6736454,0.000285243,0.3139578,0.004466975,0.000821438,0.0003001137,0.003436359,0.0001612479,0.002925412],"genre_scores_gemma":[0.9883052,0.0004200659,0.009608704,0.0002256022,0.0001939659,0.00004013967,0.0007327175,0.00002554224,0.000448119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6092066,"threshold_uncertainty_score":0.9448582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356477518719994,"score_gpt":0.338431545213164,"score_spread":0.3148667700259641,"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."}}