{"id":"W2194625442","doi":"","title":"Aggressive surgical interventions for severe stroke: Impact on quality of life, caregiver burden and family outcomes.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Montreal Cognitive Assessment; Quality of life (healthcare); Stroke (engine); Univariate analysis; Caregiver burden; Physical therapy; Multivariate analysis; Cognition; Internal medicine; Psychiatry; Cognitive impairment; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001158877,0.0002029003,0.0002340662,0.00045805,0.0005067033,0.0005059724,0.0001618884,0.0001943778,0.001461673],"category_scores_gemma":[0.004605098,0.00009114081,0.0003963107,0.0004692124,0.0002795119,0.0003801215,0.0005770634,0.0004269514,0.0001187755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715669,"about_ca_system_score_gemma":0.0005289015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438109,"about_ca_topic_score_gemma":0.004106921,"domain_scores_codex":[0.9994259,0.0002934323,0.00005179946,0.0000390699,0.0001077106,0.00008211805],"domain_scores_gemma":[0.9979004,0.0005213317,0.0009331523,0.00004044744,0.0001646807,0.0004401078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148373,0.0001927725,0.9869983,0.00005835575,0.0001089895,0.0001615397,0.0008390584,0.0000564846,0.00007765247,0.00001681596,0.000348244,0.01099352],"study_design_scores_gemma":[0.00001001629,0.0002662937,0.9979275,0.00002809891,0.00002889239,0.000326361,0.001064635,0.00009622432,0.00003077515,0.00003105698,0.0001847774,0.000005396797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989041,0.0004256449,0.00002353988,0.0001526005,0.000005066852,0.00000873862,0.0001070961,0.000001332269,0.0003717095],"genre_scores_gemma":[0.9996495,0.0001496364,0.00004239884,0.00002616694,0.000003968108,0.000007073431,0.00007833754,2.820907e-7,0.00004270457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438109,"threshold_uncertainty_score":0.006128788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12873808424643,"score_gpt":0.3892608124788126,"score_spread":0.2605227282323826,"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."}}