{"id":"W2006151870","doi":"10.1373/clinchem.2011.174755","title":"High-Sensitivity Cardiac Troponin Assays—Change Is Important","year":2011,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Myocardial infarction; Risk stratification; Internal medicine; Cardiology; Medicine; Troponin complex; Troponin; Hazard ratio; Troponin T; Confidence interval","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002009074,0.0006564271,0.002205873,0.00006785522,0.0000954576,0.0000435163,0.0003184647,0.004206849,0.003171097],"category_scores_gemma":[0.00153056,0.0005917033,0.001787075,0.0002254663,0.0007641864,0.00006928649,0.0003980152,0.009104013,0.0009350376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651638,"about_ca_system_score_gemma":0.0005291888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003191568,"about_ca_topic_score_gemma":3.620668e-7,"domain_scores_codex":[0.9945639,0.000376522,0.001528968,0.001398822,0.001174965,0.0009568484],"domain_scores_gemma":[0.9953623,0.0009558177,0.0005513222,0.00202912,0.0005099947,0.0005914136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001552468,0.0001248129,0.01101474,0.0004400062,0.001016242,0.004144988,0.00001745133,2.904335e-9,0.0005204332,0.000001562637,0.9815317,0.001032834],"study_design_scores_gemma":[0.0008527936,0.0001518738,0.002525703,0.0001759854,0.0007272963,0.0001517789,0.00001034308,0.000007150002,0.007963352,0.00005371209,0.986829,0.0005510074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01351315,0.0007955656,0.00001069497,0.9662407,0.002331217,0.0009945729,0.001188266,0.0003190265,0.01460677],"genre_scores_gemma":[0.003786009,0.001662605,0.0003865827,0.9077206,0.05176699,0.0001696752,0.002242596,0.0002229726,0.03204197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05852013,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200326074030048,"score_gpt":0.3831249984507208,"score_spread":0.263092391047716,"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."}}