{"id":"W4210269052","doi":"10.1161/str.53.suppl_1.tp223","title":"Abstract TP223: Association Between Stroke Severity And Cardiac Troponins In Acute Stroke","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Stroke (engine); Internal medicine; Cardiology; Troponin; Troponin I; Logistic regression; Heart failure; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007761232,0.0003693506,0.0002922158,0.0008151535,0.0002890906,0.0008472383,0.0004074375,0.0003106265,0.002960887],"category_scores_gemma":[0.003595963,0.000161344,0.0004690322,0.00118922,0.0003065048,0.0003187699,0.0003084865,0.0004793404,0.000417429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523562,"about_ca_system_score_gemma":0.0007273798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756136,"about_ca_topic_score_gemma":0.0142037,"domain_scores_codex":[0.999471,0.0001305742,0.00009953483,0.00009095652,0.0001396332,0.00006837961],"domain_scores_gemma":[0.9971398,0.0004647561,0.001403666,0.00008760639,0.0005304955,0.0003735675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367219,0.00001025039,0.9985916,0.00001514136,0.00005014452,0.00006706009,0.00001087669,0.0000362727,0.00007580122,0.000006853371,0.0001553958,0.0008439097],"study_design_scores_gemma":[0.000006792467,0.00004930626,0.9992841,0.000007375691,0.00003606346,0.0002365236,0.00002774583,0.0002158651,0.00003250213,0.00002177714,0.00007983003,0.000002157984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997375,0.0005028974,0.0001480516,0.0001745473,0.00002309254,0.00001318011,0.001106281,0.00000893483,0.0006479881],"genre_scores_gemma":[0.9989619,0.000114261,0.00006819926,0.0000238452,0.00003851447,0.000006071662,0.0005927832,0.00000191807,0.000192568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756136,"threshold_uncertainty_score":0.03491831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088801983127145,"score_gpt":0.2578791102843603,"score_spread":0.2469910904530889,"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."}}