{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1071303,0.003046299,0.006564116,0.004452368,0.00759623,0.01645179,0.01123175,0.09893071,0.03238859],"category_scores_gemma":[0.1689941,0.001575541,0.008177906,0.002864917,0.01942603,0.03331406,0.01618721,0.1012922,0.01842272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008866384,"about_ca_system_score_gemma":0.1050268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007449105,"about_ca_topic_score_gemma":0.01157255,"domain_scores_codex":[0.9255559,0.02622284,0.01129297,0.006461568,0.02336217,0.007104547],"domain_scores_gemma":[0.6378729,0.1667516,0.009770954,0.01709189,0.08929112,0.07922167],"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":[0.00009677343,0.0002287138,0.0002214984,0.0005488023,0.00005192917,0.0002328403,0.0003162985,0.000125081,0.0001754655,0.009795322,0.953954,0.03425327],"study_design_scores_gemma":[0.0002678907,0.0002171171,0.0009505234,0.004178416,0.000118848,0.0004077587,0.001748881,0.000314901,0.0001888535,0.04002991,0.9513303,0.0002467363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001077067,0.004205849,0.0006972431,0.9655914,0.02776471,0.00004391929,0.00008571291,0.0001426818,0.001360724],"genre_scores_gemma":[0.001666824,0.005530809,0.006009256,0.9597404,0.02316689,0.0002401027,0.000263708,0.0001102559,0.003271736],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1071303,"threshold_uncertainty_score":0.5665661,"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."}}