{"id":"W2790479272","doi":"10.1080/1354750x.2018.1434681","title":"Verification of a proteomic biomarker panel to diagnose minor stroke and transient ischaemic attack: phase 1 of SpecTRA, a large scale translational study","year":2018,"lang":"en","type":"article","venue":"Biomarkers","topic":"Blood properties and coagulation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Genome British Columbia; Island Health; BC Centre for Disease Control; Foothills Medical Centre; McGill University; University of Victoria; University of Calgary","funders":"Genome Alberta; Genome British Columbia; Genome Canada","keywords":"Biomarker; Medicine; Internal medicine; Von Willebrand factor; Odds ratio; Prospective cohort study; Protein C; Risk factor; Apolipoprotein B; Gastroenterology; Chemistry; Biochemistry; Platelet; Cholesterol","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01388262,0.001199479,0.0008689699,0.000772321,0.0009945427,0.001173401,0.0007343115,0.0009831768,0.001351038],"category_scores_gemma":[0.0111873,0.0005418807,0.0005896706,0.0006910214,0.001230803,0.001084165,0.001306074,0.0009293858,0.0006039237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008810364,"about_ca_system_score_gemma":0.002440573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009174983,"about_ca_topic_score_gemma":0.001051196,"domain_scores_codex":[0.9968879,0.001656978,0.0002198182,0.0005330745,0.0005184078,0.0001838097],"domain_scores_gemma":[0.99575,0.000908452,0.0007156542,0.0005499839,0.001446903,0.0006290547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05036917,0.01397135,0.7434438,0.001083522,0.00198703,0.0005854043,0.001388111,0.001653998,0.1140215,0.0005028806,0.002459776,0.06853351],"study_design_scores_gemma":[0.006444379,0.04776027,0.9206158,0.00008110794,0.000751016,0.001529715,0.0006695035,0.003778118,0.01367132,0.0004664596,0.004173154,0.0000591874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880094,0.0006664075,0.005372415,0.0002124736,0.00004223268,0.004009983,0.0009298228,0.00005947974,0.0006977816],"genre_scores_gemma":[0.9827384,0.0002579986,0.01070621,0.0004084014,0.00006719791,0.002121975,0.003372361,0.0000302026,0.0002971954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388262,"threshold_uncertainty_score":0.07341921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05648680351906918,"score_gpt":0.3246716535524749,"score_spread":0.2681848500334058,"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."}}