{"id":"W2078972913","doi":"10.1186/1745-6215-9-13","title":"From multidimensional neuropsychological outcomes to a cognitive complication rate: The International Subarachnoid Aneurysm Trial","year":2008,"lang":"en","type":"article","venue":"Trials","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; University of Oxford","keywords":"Neuropsychology; Medicine; Cognition; Clinical psychology; Physical therapy; Physical medicine and rehabilitation; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005442352,0.0001954493,0.0005133905,0.00007985166,0.0002565652,0.00002474027,0.0002015757,0.00008162123,0.0007272398],"category_scores_gemma":[0.002018057,0.0001133956,0.0002421084,0.0001742881,0.0001087778,0.00005273546,0.00005857172,0.000191764,0.0009218014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003534124,"about_ca_system_score_gemma":0.00005840703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106514,"about_ca_topic_score_gemma":0.000004893791,"domain_scores_codex":[0.9980427,0.0003508564,0.0006406772,0.000422588,0.000358904,0.0001842568],"domain_scores_gemma":[0.9970738,0.002031748,0.0001992478,0.0003355395,0.0002332816,0.0001263326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5183717,0.01271706,0.05733946,0.00001444876,0.001786967,0.001696692,0.004247729,0.00002814522,0.3058469,0.008199664,0.05804546,0.0317058],"study_design_scores_gemma":[0.06033201,0.001049506,0.9280898,0.00001545826,0.0004117071,0.0003912288,0.0001172918,0.0001715087,0.003209134,0.0008031249,0.005159011,0.0002502366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623395,0.00003128468,0.0005484044,0.03207074,0.0007642939,0.002707416,0.0001531217,0.0001153468,0.001269937],"genre_scores_gemma":[0.9893809,0.00001343841,0.0008852756,0.006612307,0.001102578,0.0005100218,0.0003616988,0.00001725631,0.001116531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8707503,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503560656319551,"score_gpt":0.3929485452732338,"score_spread":0.2425924796412787,"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."}}