{"id":"W2406198637","doi":"10.1227/neu.0000000000000928","title":"A Partial Least-Squares Analysis of Health-Related Quality-of-Life Outcomes After Aneurysmal Subarachnoid Hemorrhage","year":2015,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Anxiety; Quality of life (healthcare); Sedation; Depression (economics); Subarachnoid hemorrhage; Multivariate analysis; Physical therapy; Internal medicine; Anesthesia; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007437611,0.000792723,0.0008040035,0.0007023642,0.0003090311,0.0006579477,0.0005984725,0.0002321311,0.001917884],"category_scores_gemma":[0.02081128,0.0003100788,0.001799227,0.0008844205,0.0003412949,0.0003965718,0.0007300064,0.0005583543,0.0002587311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753309,"about_ca_system_score_gemma":0.001655483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519347,"about_ca_topic_score_gemma":0.002854643,"domain_scores_codex":[0.9960848,0.002834658,0.0001619862,0.0004069336,0.0004152471,0.00009632605],"domain_scores_gemma":[0.9919601,0.005757462,0.0006972434,0.0005322903,0.0008852582,0.0001676547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003127015,0.001093189,0.6281279,0.0005658323,0.007088813,0.0002455814,0.0008421451,0.0972108,0.007627697,0.001872639,0.004364581,0.2478337],"study_design_scores_gemma":[0.0002105845,0.002806707,0.5368499,0.00005511239,0.0007316279,0.0001941913,0.0003712304,0.451757,0.002757479,0.002224497,0.001972776,0.00006882738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903875,0.0001767232,0.1062559,0.0002885854,0.00004172839,0.0004803753,0.001286839,0.0002405461,0.0008417635],"genre_scores_gemma":[0.9601217,0.00007378699,0.03701021,0.00004863057,0.00002182215,0.0005176284,0.001656392,0.00003958145,0.0005102496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007437611,"threshold_uncertainty_score":0.03933436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669603464234968,"score_gpt":0.3159784171694412,"score_spread":0.2490180707459444,"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."}}