{"id":"W2935912623","doi":"10.3174/ajnr.a6038","title":"Predicting Motor Outcome in Acute Intracerebral Hemorrhage","year":2019,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Multiple Sclerosis Society of Canada; Fondation Brain Canada; National Institute of Neurological Disorders and Stroke; Health Sciences Centre Foundation","keywords":"Medicine; Intracerebral hemorrhage; Outcome (game theory); Anesthesia; Subarachnoid hemorrhage","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006406344,0.0004895278,0.0004147959,0.0007849509,0.0003251217,0.00050571,0.0003284471,0.0004165985,0.000931896],"category_scores_gemma":[0.003447447,0.0001303282,0.0002718419,0.0004786302,0.0003571039,0.0004170157,0.0005028194,0.0004606834,0.0003081171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305206,"about_ca_system_score_gemma":0.0003138527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292216,"about_ca_topic_score_gemma":0.002119093,"domain_scores_codex":[0.9997267,0.00008022325,0.00005213282,0.00003850623,0.00005474874,0.00004781039],"domain_scores_gemma":[0.9978369,0.0003540362,0.001132924,0.00004861612,0.0002426091,0.0003849644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145414,0.00002562129,0.9974306,0.000009102382,0.00002123332,0.0001469508,0.00001520112,0.0001402047,0.0001056718,0.000004580245,0.00007500812,0.001811158],"study_design_scores_gemma":[0.00001687718,0.0004074808,0.9965059,0.00002028436,0.0000311624,0.001018834,0.00008212039,0.001482799,0.0002110804,0.0001006007,0.0001148155,0.000008083054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999115,0.0001991509,0.0001489948,0.00006063626,0.000006348662,0.00001119378,0.000128625,0.000006359679,0.0003236265],"genre_scores_gemma":[0.9994394,0.00008268694,0.0001416176,0.00001532962,0.00001459855,0.000006356758,0.0002453286,0.000001031248,0.00005346563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292216,"threshold_uncertainty_score":0.003388047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339251235064287,"score_gpt":0.2972716193774627,"score_spread":0.2838791070268198,"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."}}