{"id":"W4389366004","doi":"10.1212/wnl.98.18_supplement.1953","title":"Association Between Stroke Severity and Cardiac Troponins in Acute Stroke (P1-1.Virtual)","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Stroke (engine); Acute stroke; Internal medicine; Gee; Cardiology; Emergency medicine","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":[0.0005961138,0.0001690426,0.0003846052,0.0001796855,0.0002490128,0.00000857625,0.0002332712,0.0003274643,0.0004567962],"category_scores_gemma":[0.00007634156,0.00019705,0.00009118147,0.0001284778,0.00009612463,0.00005547875,0.0004515726,0.0008745408,0.00004600609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188567,"about_ca_system_score_gemma":0.00005324555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156113,"about_ca_topic_score_gemma":0.00004436767,"domain_scores_codex":[0.9971423,0.001608287,0.0002568238,0.0004501043,0.00007185375,0.0004706336],"domain_scores_gemma":[0.999172,0.0003793552,0.0001457184,0.0002526267,0.00001845121,0.0000318881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001072061,0.0001453859,0.8362653,0.000005907205,0.001025665,0.00006548841,0.0003666198,0.000006884635,0.1483108,0.0008058394,0.004568974,0.00736116],"study_design_scores_gemma":[0.002827195,0.001927198,0.8960654,0.000001311097,0.0003834082,0.00004401681,0.0001422101,0.00001725269,0.006362234,0.0005044463,0.09137776,0.0003475565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940304,0.0005201368,0.00003191841,0.001582549,0.001676728,0.0002487463,0.001484534,0.00007548156,0.000349495],"genre_scores_gemma":[0.9963107,0.00007147865,0.00002049606,0.0007100808,0.00003797109,0.00008050458,0.0002032918,0.00002080232,0.002544639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419485,"threshold_uncertainty_score":0.8035465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006481020521894866,"score_gpt":0.213104428547105,"score_spread":0.2066234080252101,"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."}}