{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1073499,0.001016092,0.00615175,0.002049776,0.003633226,0.01196257,0.005876488,0.02101171,0.002545921],"category_scores_gemma":[0.4065441,0.001348538,0.001520927,0.001902509,0.006635968,0.01560497,0.002714682,0.01620142,0.003112125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003479464,"about_ca_system_score_gemma":0.01012614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007180427,"about_ca_topic_score_gemma":0.008671336,"domain_scores_codex":[0.929288,0.03264085,0.01777898,0.002980657,0.01475912,0.002552414],"domain_scores_gemma":[0.5530356,0.3049503,0.01597378,0.01312454,0.1042978,0.008618006],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004763651,0.0005438574,0.1556358,0.001905605,0.0004649544,0.002583468,0.001663081,0.0008101319,0.001084763,0.008327192,0.4220279,0.4044769],"study_design_scores_gemma":[0.001515544,0.00122614,0.132519,0.03035335,0.001191794,0.01967238,0.01741781,0.01680612,0.0029184,0.1552492,0.6198301,0.001300078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009633788,0.0319793,0.006484361,0.9341762,0.0121786,0.0001758805,0.0002639755,0.0001112094,0.004996644],"genre_scores_gemma":[0.2062774,0.04251862,0.05719194,0.6119534,0.07708284,0.0009946547,0.001549203,0.0002255288,0.00220643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8926501,"threshold_uncertainty_score":0.5677273,"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."}}