{"id":"W2770712913","doi":"10.1161/circ.134.suppl_1.12613","title":"Abstract 12613: High-sensitivity Troponin-I is Predictive of Incident Atrial Fibrillation in a High-Risk Patient Population","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Troponin; Population; Predictive value; Myocardial infarction; 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":[0.0006173936,0.0003164004,0.0003704941,0.0003778675,0.0002543787,0.0006781617,0.0002723337,0.0004794606,0.003366051],"category_scores_gemma":[0.001884229,0.0001765669,0.0002692408,0.0006832591,0.00021909,0.0002922492,0.0002133806,0.0005113715,0.0006634308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431499,"about_ca_system_score_gemma":0.0002034359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009502405,"about_ca_topic_score_gemma":0.0008869894,"domain_scores_codex":[0.9997064,0.00007993807,0.00004113749,0.00007888171,0.00005810357,0.00003544447],"domain_scores_gemma":[0.9986296,0.0003026724,0.0005945534,0.00006322221,0.0001328872,0.0002772175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385881,0.00001904388,0.9988105,0.000006607008,0.0000250949,0.00003699354,0.000007048197,0.00002643191,0.0002034445,0.00000416884,0.0001163714,0.0006057842],"study_design_scores_gemma":[0.00001386809,0.00007539157,0.9992126,0.000004777648,0.00003003475,0.0002340011,0.00001942828,0.0002066715,0.00007194292,0.00002226933,0.0001069978,0.000001939763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985154,0.0002687568,0.0001488077,0.00008576904,0.00001410178,0.000007216807,0.0005170148,0.000006320308,0.0004366396],"genre_scores_gemma":[0.9988426,0.00008988043,0.0001476771,0.00005370574,0.00004293789,0.00001026247,0.0006363623,0.000002692344,0.0001736971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003366051,"threshold_uncertainty_score":0.01126057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205414843425569,"score_gpt":0.2767953793606924,"score_spread":0.2547412309264367,"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."}}