{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05451562,0.0007875961,0.002110105,0.0008324335,0.000309425,0.002156382,0.0009312562,0.001167429,0.001505888],"category_scores_gemma":[0.07476038,0.0002470554,0.002592321,0.001469286,0.001019273,0.001329501,0.00135632,0.002415985,0.000163157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255348,"about_ca_system_score_gemma":0.001195622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008281379,"about_ca_topic_score_gemma":0.001149586,"domain_scores_codex":[0.9321395,0.06083647,0.002635383,0.001701701,0.002007608,0.0006794142],"domain_scores_gemma":[0.909456,0.06153835,0.01839687,0.005210611,0.002900705,0.002497604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2541367,0.001171617,0.598087,0.004865334,0.04113956,0.0003662846,0.0007049601,0.005632557,0.0004848333,0.002185016,0.003754318,0.0874718],"study_design_scores_gemma":[0.04881012,0.0164655,0.8564286,0.002352937,0.04328664,0.0007126998,0.0005117281,0.01869999,0.0009962271,0.007302811,0.004234739,0.0001980102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547302,0.03151429,0.00370617,0.003472865,0.0003716655,0.0009585368,0.001163815,0.00004221158,0.004040271],"genre_scores_gemma":[0.9959502,0.001279589,0.001197968,0.0003658946,0.0001651097,0.0004708689,0.0004269213,0.0000075918,0.0001358701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05451562,"threshold_uncertainty_score":0.2883096,"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."}}