{"id":"W4302007860","doi":"10.1002/ana.26519","title":"A Causal Classification System for Intracerebral Hemorrhage Subtypes","year":2022,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University; Population Health Research Institute","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging; National Institutes of Health; Foundation for the National Institutes of Health","keywords":"Intracerebral hemorrhage; Medicine; Neuroscience; Psychology; Internal medicine; Subarachnoid hemorrhage","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":[0.01143369,0.00107253,0.0007238255,0.01099588,0.001448366,0.00170391,0.002017717,0.001069295,0.005055892],"category_scores_gemma":[0.04135804,0.000351512,0.002156497,0.002825195,0.001212437,0.002166905,0.002916854,0.001137088,0.001180416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789525,"about_ca_system_score_gemma":0.003264661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009204385,"about_ca_topic_score_gemma":0.009668102,"domain_scores_codex":[0.992971,0.001827233,0.001655869,0.0008328152,0.00221693,0.0004960353],"domain_scores_gemma":[0.9687034,0.008605199,0.004802685,0.002172378,0.01488937,0.0008270533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004730512,0.0001285186,0.8795155,0.000384036,0.000295884,0.0005335705,0.0007359922,0.002747093,0.001573465,0.005937663,0.01110595,0.0965692],"study_design_scores_gemma":[0.0006896892,0.0008256207,0.8079211,0.001177974,0.001080199,0.01167485,0.003061195,0.08356722,0.003957173,0.03824624,0.047531,0.0002678539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6070905,0.005698313,0.3232181,0.005330037,0.001601544,0.005319564,0.01687742,0.002805695,0.03205873],"genre_scores_gemma":[0.7390003,0.0007668467,0.2415726,0.0004818671,0.0005200441,0.001720244,0.01315417,0.0001706946,0.002613219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143369,"threshold_uncertainty_score":0.06046784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08535251114210646,"score_gpt":0.3463130806363527,"score_spread":0.2609605694942463,"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."}}