{"id":"W3189793135","doi":"10.1016/j.jocn.2021.07.024","title":"Quality of life scores in patients with unruptured cerebral aneurysm: Prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Neuroscience","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital","funders":"Aneurysm and AVM Foundation","keywords":"Medicine; Quality of life (healthcare); Prospective cohort study; Aneurysm; Physical therapy; Bayesian multivariate linear regression; Cohort; Endovascular treatment; Cohort study; Multivariate statistics; Linear regression; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008034727,0.0001090592,0.0006854049,0.00007656243,0.00004901541,0.00001826822,0.000174404,0.0000424987,0.00002774179],"category_scores_gemma":[0.003226382,0.00007060471,0.0001426681,0.0005501171,0.0002351741,0.0001537785,0.00004613695,0.0004110321,0.000001817863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837973,"about_ca_system_score_gemma":0.0004815604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001249358,"about_ca_topic_score_gemma":0.00002835391,"domain_scores_codex":[0.9971655,0.0002867327,0.001317517,0.000301006,0.0007747099,0.0001545395],"domain_scores_gemma":[0.997761,0.000309396,0.0006792311,0.0002840734,0.000771209,0.0001950593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001390637,0.006895228,0.9909462,0.0000101029,0.00001953926,0.0001737514,0.00005469287,0.00001264646,0.0002396272,0.00007234803,0.00003928036,0.0001459066],"study_design_scores_gemma":[0.005168481,0.004276942,0.9900822,0.00003071345,0.00006150347,0.0000490687,0.0000616203,0.00001937019,0.00008786104,0.00009031576,0.000009052108,0.00006289619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982843,0.00001424927,0.00003698503,0.0005707907,0.0002929218,0.0004670465,0.000004737377,0.000005627227,0.0003233716],"genre_scores_gemma":[0.9989057,0.000008863579,0.0002832759,0.0006080671,0.00008219829,0.000004119559,9.495449e-7,0.000006969864,0.0000998363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003777844,"threshold_uncertainty_score":0.3862514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836843498685752,"score_gpt":0.3826527816880583,"score_spread":0.3242843467012008,"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."}}