{"id":"W3081427839","doi":"10.1186/s12883-020-01903-0","title":"PRediction of acute coronary syndrome in acute ischemic StrokE (PRAISE) – protocol of a prospective, multicenter trial with central reading and predefined endpoints","year":2020,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Deutsches Zentrum für Neurodegenerative Erkrankungen; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Myocardial infarction; Cardiology; Troponin; Clinical endpoint; Stroke (engine); Neurology; Coronary artery disease; Clinical trial","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":[0.0001316604,0.0001643139,0.0005396378,0.0001547728,0.0000208943,0.00000461387,0.00009046931,0.0001429119,0.00005830037],"category_scores_gemma":[0.000126679,0.0001379772,0.00007248593,0.0002229177,0.0002269309,0.0001053968,0.000114343,0.0004226111,0.000002191187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002799151,"about_ca_system_score_gemma":0.0001650622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002141339,"about_ca_topic_score_gemma":0.000003010478,"domain_scores_codex":[0.9983255,0.0001617351,0.0004661201,0.0004236659,0.0003006367,0.0003223244],"domain_scores_gemma":[0.9992411,0.0001012833,0.0001923853,0.0002026586,0.00009925263,0.0001633913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3025645,0.0002795365,0.6101576,0.0002489645,0.000425064,0.0003537452,0.0002667503,0.00001126042,0.08513379,0.00001340815,0.0004758754,0.00006953371],"study_design_scores_gemma":[0.09451581,0.01977271,0.8671647,0.00005386906,0.0002932685,0.0009616175,0.0000211182,0.00201341,0.01460686,0.000003460507,0.0004930752,0.0001001057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485089,0.000002815109,0.0001431214,0.001425074,0.00005482469,0.04930247,0.0001485189,0.00003989187,0.000374398],"genre_scores_gemma":[0.9872534,0.000007997961,0.0007003717,0.0004584801,0.00005053508,0.01140925,0.00002310594,0.0000287532,0.00006807921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570071,"threshold_uncertainty_score":0.5626545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022649209929643,"score_gpt":0.2989716636197605,"score_spread":0.268745171520464,"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."}}