{"id":"W2973069513","doi":"10.1007/s11136-019-02297-4","title":"Quality of life measures in older adults after traumatic brain injury: a systematic review","year":2019,"lang":"en","type":"review","venue":"Quality of Life Research","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Toronto Rehabilitation Institute; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Traumatic brain injury; Quality of Life Research; Quality of life (healthcare); Public health; Systematic review; Medicine; Psychology; Gerontology; MEDLINE; Psychiatry; Nursing","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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09688348,0.001044728,0.01929896,0.00240707,0.00007601376,0.00006293008,0.001969463,0.00114092,0.001002253],"category_scores_gemma":[0.1162952,0.0007825647,0.002421299,0.003909306,0.001058771,0.0002064257,0.0006408221,0.003800403,0.0006301577],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007965592,"about_ca_system_score_gemma":0.006402965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522506,"about_ca_topic_score_gemma":0.0001768865,"domain_scores_codex":[0.9380423,0.03643236,0.01241291,0.001581839,0.009797174,0.001733397],"domain_scores_gemma":[0.9637308,0.02353085,0.003290819,0.005496952,0.002734649,0.001215943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008713152,0.00123355,0.0003208201,0.9526689,0.0009345817,0.000009767424,0.001216888,2.660543e-8,0.000001530658,0.0002766796,0.003355241,0.03911071],"study_design_scores_gemma":[0.002298866,0.0005894105,0.002024182,0.9877321,0.0006407315,0.00001141029,0.001087843,0.000004992592,0.00000117128,0.00005579283,0.004907412,0.0006460996],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00233149,0.970019,0.0000143891,0.001465462,0.00009692871,0.02472779,0.0004496085,0.00005395624,0.0008413705],"genre_scores_gemma":[0.007295352,0.9872004,0.0002233947,0.0004236617,0.0001390389,0.003375601,0.0001485583,0.0002093079,0.0009846197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03846461,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5793294557013005,"score_gpt":0.568971068296662,"score_spread":0.01035838740463846,"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."}}