{"id":"W4391451020","doi":"10.1093/clinchem/hvad224","title":"Discordant High-Sensitivity Cardiac Troponin I Concentrations in the General Population","year":2024,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Library science; Population; Medicine; Family medicine; Gerontology; Computer science; Environmental health","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":[0.002111826,0.0003505453,0.0007418618,0.001713461,0.0005886741,0.001018134,0.0008526292,0.0009163359,0.00142513],"category_scores_gemma":[0.009262192,0.0004053297,0.0002315936,0.002433132,0.000937041,0.0005649164,0.00073535,0.0005051726,0.0005469327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004655131,"about_ca_system_score_gemma":0.0003532385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979888,"about_ca_topic_score_gemma":0.004375832,"domain_scores_codex":[0.9944755,0.001934474,0.0005792746,0.001492545,0.001293571,0.0002246014],"domain_scores_gemma":[0.9967303,0.0008218779,0.001391137,0.0004194426,0.0004624631,0.0001747302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010034,0.00006521855,0.9923725,0.00006241212,0.00006826527,0.0004444254,0.0002939811,0.00003690496,0.0003718409,0.00006538932,0.0005148741,0.005603923],"study_design_scores_gemma":[0.00001865576,0.000207082,0.9953203,0.00002911668,0.00007721642,0.002685698,0.0005491438,0.000177094,0.0001596631,0.000151496,0.0006139696,0.00001047446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938617,0.002090019,0.0004934324,0.0001816688,0.00003317397,0.00005221264,0.0007103228,0.0000226496,0.002554844],"genre_scores_gemma":[0.997186,0.001046703,0.0005152689,0.0003188801,0.00006531327,0.00003017022,0.000578896,0.000004152944,0.0002547934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979888,"threshold_uncertainty_score":0.01189017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660815750258575,"score_gpt":0.4139753327142229,"score_spread":0.3673671752116371,"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."}}