{"id":"W3013379416","doi":"10.1161/strokeaha.120.028980","title":"The Art and Science of Stroke Outcome Prognostication","year":2020,"lang":"en","type":"letter","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Stroke (engine)","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":[],"consensus_categories":[],"category_scores_codex":[0.02329757,0.0007905941,0.003056782,0.002036568,0.00546803,0.008305674,0.00313484,0.05437342,0.006569476],"category_scores_gemma":[0.1177929,0.0009150682,0.001480612,0.001742603,0.008761666,0.008105921,0.003032628,0.04735254,0.006949562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007539159,"about_ca_system_score_gemma":0.01398379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599759,"about_ca_topic_score_gemma":0.02330949,"domain_scores_codex":[0.975571,0.01374458,0.003040819,0.001489012,0.004825243,0.001329311],"domain_scores_gemma":[0.8682677,0.09916768,0.004000475,0.00258465,0.01816713,0.007812493],"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":[0.0001299487,0.00008402514,0.003611313,0.0001266964,0.00003564103,0.0005594488,0.00020233,0.00009132105,0.00007542848,0.009380809,0.9469139,0.03878917],"study_design_scores_gemma":[0.0003910152,0.0001265184,0.00566963,0.002113655,0.0001062008,0.001822197,0.001436953,0.002082786,0.0001667076,0.120334,0.8655397,0.0002105347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001604206,0.001303203,0.00009850065,0.9932417,0.003858331,0.000004601852,0.00003895466,0.000007671074,0.001286524],"genre_scores_gemma":[0.004442891,0.002955415,0.000825864,0.9126243,0.07690046,0.00007261052,0.0000842182,0.0000201429,0.002074129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05437342,"threshold_uncertainty_score":0.1232108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296953421084937,"score_gpt":0.2811864899837886,"score_spread":0.2582169557729393,"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."}}