{"id":"W4389787895","doi":"10.1161/strokeaha.123.043033","title":"Code ICH: A Call to Action","year":2023,"lang":"en","type":"article","venue":"Stroke","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Intracerebral hemorrhage; Psychological intervention; Intensive care medicine; Hematoma; Randomized controlled trial; Stroke (engine); Intervention (counseling); Best practice; Standard of care; Surgery; Subarachnoid hemorrhage; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001559209,0.00006076775,0.0001138615,0.0001449524,0.00006012045,0.00001242995,0.0000522543,0.00005397823,0.0003420968],"category_scores_gemma":[0.0001220847,0.00004920977,0.00004986892,0.0003004044,0.00001591993,0.00002994869,0.00004045141,0.000189854,0.004243282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005209362,"about_ca_system_score_gemma":0.0000523715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005069022,"about_ca_topic_score_gemma":0.000052188,"domain_scores_codex":[0.9991844,0.00001384726,0.00008879558,0.0001511738,0.0002722509,0.0002895915],"domain_scores_gemma":[0.9995673,0.00002542415,0.000008519221,0.000167157,0.00006181631,0.0001697263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005561459,0.0001173161,0.02211627,0.0003268713,0.00006572602,0.0006686336,0.0007855866,0.00002784856,0.3850147,0.0007273701,0.1697487,0.4198449],"study_design_scores_gemma":[0.005159146,0.002764324,0.247929,0.0002374927,0.0001534641,0.000366867,0.00302203,0.08613476,0.2992779,0.0004827704,0.3536056,0.0008666711],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731209,0.00001943338,0.0002317711,0.008745896,0.0001590542,0.0002468314,0.00002618167,0.0002034321,0.01724656],"genre_scores_gemma":[0.8683318,0.00001717898,0.0008905554,0.0004563809,0.000334133,0.00003020483,0.00002440251,0.0000144965,0.1299008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189782,"threshold_uncertainty_score":0.996532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991691622840525,"score_gpt":0.3725113342764466,"score_spread":0.3025944180480414,"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."}}