{"id":"W2944376050","doi":"10.1177/1479164119845123","title":"Performance of plasminogen activator inhibitor-1 as a biomarker in patients undergoing coronary angiography: Analytical and biological considerations","year":2019,"lang":"en","type":"article","venue":"Diabetes and Vascular Disease Research","topic":"Protease and Inhibitor Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of Calgary; University of Ottawa","funders":"","keywords":"Medicine; Plasminogen activator inhibitor-1; Plasminogen activator; Internal medicine; Biomarker; Percutaneous coronary intervention; Tissue plasminogen activator; Type 2 diabetes; Natriuretic peptide; Cardiology; Diabetes mellitus; Endocrinology; Myocardial infarction; Heart failure; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582895,0.0001131022,0.0001548222,0.0001274099,0.0000812412,0.00002432287,0.00005721587,0.0001062791,0.00003627237],"category_scores_gemma":[0.0001674267,0.00009648946,0.0001018175,0.0001494067,0.0001692454,0.00001462844,0.0001976835,0.00009778675,0.000004163621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008805467,"about_ca_system_score_gemma":0.0001011007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005783439,"about_ca_topic_score_gemma":0.000001277772,"domain_scores_codex":[0.9987908,0.0001631253,0.0001588382,0.000357193,0.0002288152,0.0003012104],"domain_scores_gemma":[0.9993978,0.00006861586,0.00002590446,0.0002133715,0.00009908528,0.0001952205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321349,0.0001619328,0.9286084,0.0000922051,0.0001047227,0.000001529983,0.00001086472,0.000001941758,0.07016386,0.0001797973,0.00005735681,0.0004852845],"study_design_scores_gemma":[0.001360363,0.000969334,0.9721119,0.00009696664,0.00001873551,3.63225e-7,0.00004457666,0.001179254,0.02362783,0.0003285643,0.0001030573,0.0001590984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974241,0.001985405,9.641353e-7,0.00002834269,0.00001997553,0.0004202114,0.00002730261,0.000003819783,0.00008986662],"genre_scores_gemma":[0.9992083,0.0005615398,0.00003740757,0.00004180741,0.00001669004,0.00003339345,0.00008143631,0.00001068334,0.000008746541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04653602,"threshold_uncertainty_score":0.3934726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329718503305874,"score_gpt":0.277410141671923,"score_spread":0.2541129566388642,"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."}}