{"id":"W2171880598","doi":"10.1159/000354780","title":"Validation of Stroke Prognostic Scores: What Do Clinicians Need to Know?","year":2013,"lang":"en","type":"letter","venue":"Neuroepidemiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Stroke (engine); Need to know; Intensive care 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006900214,0.0005878024,0.001991006,0.0006260748,0.00003799213,0.00003039135,0.0005353515,0.001108732,0.0004785115],"category_scores_gemma":[0.006710301,0.0005131202,0.0004216932,0.0002690583,0.0002240066,0.0001400075,0.0003781845,0.002136381,0.0008453925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073098,"about_ca_system_score_gemma":0.0001241268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006784283,"about_ca_topic_score_gemma":0.000001086283,"domain_scores_codex":[0.9952044,0.0007356893,0.001643118,0.001113737,0.0004394592,0.0008635866],"domain_scores_gemma":[0.9937695,0.003407623,0.0009257158,0.001393918,0.0003160837,0.000187163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007593085,0.00005311905,0.01510249,0.0004817047,0.000215001,0.000234073,0.00005376305,0.00002389062,0.001225265,0.00001520859,0.9769611,0.005558401],"study_design_scores_gemma":[0.0007575206,0.001213661,0.003516187,0.0009113498,0.0007150867,0.00008821794,0.00008826019,0.00006183791,0.0007339875,0.00004335484,0.9915447,0.0003258774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07107016,0.0009411568,0.0007967168,0.917659,0.00282463,0.003359249,0.00006655265,0.000164646,0.003117921],"genre_scores_gemma":[0.005956485,0.002061361,0.002738907,0.9741942,0.004637439,0.00041828,0.0008140509,0.0001731277,0.009006185],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06511367,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958736685485324,"score_gpt":0.3193530145944153,"score_spread":0.279765647739562,"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."}}