{"id":"W3139380762","doi":"10.1136/svn-2020-000656","title":"Predicting long-term outcomes in acute intracerebral haemorrhage using delayed prognostication scores","year":2021,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Modified Rankin Scale; Receiver operating characteristic; Intracerebral hemorrhage; Internal medicine; Area under the curve","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":[0.004254448,0.0007200509,0.0006255297,0.001341871,0.0001532077,0.0008131337,0.0005005949,0.0004157396,0.0007036579],"category_scores_gemma":[0.01510469,0.0001662462,0.0005908864,0.0009864692,0.0004615826,0.0008460758,0.0007997254,0.0008085897,0.0001849963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464098,"about_ca_system_score_gemma":0.0004406153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009606316,"about_ca_topic_score_gemma":0.0008850178,"domain_scores_codex":[0.9984668,0.0007068102,0.0002226437,0.000194139,0.0002740552,0.0001355187],"domain_scores_gemma":[0.9886874,0.005288973,0.004087197,0.0004533149,0.000976355,0.0005067594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002567163,0.0000598568,0.9820145,0.00006526558,0.0001483363,0.00004850455,0.00005819474,0.001670554,0.0003812338,0.00004741453,0.0001872629,0.01275164],"study_design_scores_gemma":[0.0001484538,0.00256716,0.9797481,0.0000606082,0.000192263,0.0004137441,0.0001299751,0.01459405,0.001164534,0.0004591791,0.0004822129,0.0000396534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972193,0.0004733995,0.001541326,0.00006332976,0.00001390341,0.00002225033,0.0003813516,0.00001710142,0.0002679576],"genre_scores_gemma":[0.9983455,0.00009048857,0.0009853126,0.000008700064,0.00001535457,0.00002048179,0.0004644907,0.000002216538,0.00006748465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004254448,"threshold_uncertainty_score":0.02249992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255353809605821,"score_gpt":0.3094944964718005,"score_spread":0.2839591155112184,"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."}}