{"id":"W4394745064","doi":"10.1159/000538415","title":"Cognitive Outcome after Acute Spontaneous Intracerebral Hemorrhage: Analysis of the iDEF Randomized Trial","year":2024,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Intracerebral hemorrhage; Intraventricular hemorrhage; Cognition; Effects of sleep deprivation on cognitive performance; Post-hoc analysis; Randomized controlled trial; Internal medicine; Anesthesia; Cognitive impairment; Subarachnoid hemorrhage; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007423107,0.0004112565,0.001812148,0.0006231096,0.0001325833,0.000134194,0.0003037615,0.0001936341,0.003032238],"category_scores_gemma":[0.001268177,0.0002389875,0.004511985,0.002022373,0.0006485952,0.0001623999,0.0002116339,0.0005831218,0.0001312921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347609,"about_ca_system_score_gemma":0.0003763563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000774169,"about_ca_topic_score_gemma":0.00002440716,"domain_scores_codex":[0.9961538,0.000521214,0.0009079278,0.0006094686,0.001232574,0.0005750035],"domain_scores_gemma":[0.9976791,0.0007166729,0.0001171835,0.0008374482,0.0003115773,0.0003379885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8868825,0.001233017,0.0152287,0.002226635,0.03785974,0.006503595,0.0007500472,0.0000387323,0.0001881347,0.0007730744,0.0002929452,0.04802284],"study_design_scores_gemma":[0.7142698,0.0004655636,0.02553515,0.0003549489,0.1797622,0.001260348,0.0004879889,0.07464968,0.001527991,0.0007020914,0.000119919,0.0008643621],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987468,0.006254739,0.0007162207,0.001188737,0.0006090209,0.002673001,0.0004054555,0.0001650795,0.000519752],"genre_scores_gemma":[0.9951309,0.0000903968,0.0001844128,0.0004381565,0.0005061616,0.0004013603,0.000199401,0.00006144376,0.00298779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726128,"threshold_uncertainty_score":0.9978791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088969038400381,"score_gpt":0.2980092985128373,"score_spread":0.2871196081288335,"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."}}