{"id":"W2036872346","doi":"10.3109/09638288.2013.834986","title":"Associations between social participation and subjective quality of life for adults with moderate to severe traumatic brain injury","year":2013,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; GF Strong Rehabilitation Centre","funders":"","keywords":"Loneliness; Community integration; Psychology; Happiness; Quality of life (healthcare); UCLA Loneliness Scale; Social engagement; Clinical psychology; Scale (ratio); Life satisfaction; Social support; Acquired brain injury; Gerontology; Psychiatry; Medicine; Rehabilitation; Physical therapy; Social psychology","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":[0.0006180822,0.0002207101,0.0002332721,0.0005689475,0.0002493811,0.000382999,0.0002096157,0.0003204822,0.001724832],"category_scores_gemma":[0.00330469,0.00008862779,0.0003047545,0.0004108291,0.0002723514,0.0002634095,0.0005830592,0.0003846931,0.0001774661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570593,"about_ca_system_score_gemma":0.0001820131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646652,"about_ca_topic_score_gemma":0.003289419,"domain_scores_codex":[0.9996114,0.0001238892,0.00006206419,0.00004701662,0.00009068077,0.00006486815],"domain_scores_gemma":[0.9973115,0.0003067099,0.001449073,0.00007453918,0.0003192452,0.0005390967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006511417,0.00008590129,0.9972588,0.00003064366,0.00005939306,0.00002913813,0.0002245108,0.00002473167,0.0001295901,0.000007363565,0.00005357422,0.002031221],"study_design_scores_gemma":[0.000001893441,0.0001046047,0.9995137,0.000005308029,0.000006909876,0.00005671106,0.000202679,0.00003920558,0.00001488773,0.000006785098,0.00004558618,0.000001642053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999329,0.000145626,0.00003007344,0.00003980518,0.00000303915,0.000007445779,0.0001555972,0.00000115205,0.0002881309],"genre_scores_gemma":[0.999661,0.00005515636,0.00004109405,0.00001336795,0.0000035402,0.000007667747,0.0001502532,3.776317e-7,0.00006746468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724832,"threshold_uncertainty_score":0.005770147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08226312164333359,"score_gpt":0.4007168684569496,"score_spread":0.318453746813616,"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."}}