{"id":"W2997575934","doi":"10.1177/1941874419896715","title":"A Delayed Modified ICH Score Outperforms Baseline Scoring in Acute Intracerebral Hemorrhage","year":2019,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Intracerebral hemorrhage; Modified Rankin Scale; Receiver operating characteristic; Confidence interval; Internal medicine; Area under the curve; Ischemic stroke","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":[],"consensus_categories":[],"category_scores_codex":[0.0008182909,0.0003600874,0.0005496566,0.0002168436,0.0001583363,0.00009669769,0.0004898707,0.000157884,0.0005658887],"category_scores_gemma":[0.0001878327,0.0002298656,0.0001942571,0.000672218,0.0001516551,0.0002803199,0.0002432345,0.001249013,0.0007616995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461395,"about_ca_system_score_gemma":0.0001446622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003786157,"about_ca_topic_score_gemma":0.0000511538,"domain_scores_codex":[0.9971302,0.0001175818,0.0005539402,0.0006015181,0.0007027658,0.000894019],"domain_scores_gemma":[0.9984154,0.0001337513,0.00009778145,0.0009870257,0.0001372542,0.0002287982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01161277,0.00295118,0.6594886,0.002459607,0.0005968555,0.0113723,0.004738444,0.001852493,0.1238814,0.01049291,0.003841402,0.1667121],"study_design_scores_gemma":[0.008604703,0.002466971,0.1251984,0.0002910503,0.0002819003,0.001610628,0.0006868669,0.837405,0.02142169,0.0008114703,0.000169293,0.001052001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863209,0.000175486,0.0001119986,0.005545003,0.0004802995,0.0013871,0.00002482528,0.0001356807,0.005818754],"genre_scores_gemma":[0.9905922,0.00004459842,0.0005389479,0.001418021,0.0002988887,0.00006402023,0.00006720606,0.0000779514,0.006898205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8355526,"threshold_uncertainty_score":0.979036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520732949811928,"score_gpt":0.2660427060315613,"score_spread":0.2508353765334421,"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."}}