{"id":"W2538639869","doi":"10.1177/0898264316673714","title":"Quality of Life Trajectories Predict Mortality in Older Men: The Manitoba Follow-Up Study","year":2016,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba","funders":"Canadian Institutes of Health Research; Canadian Geriatrics Society; University of Manitoba; Research Manitoba","keywords":"Mental health; Quality of life (healthcare); Cohort; Gerontology; Medicine; Cohort study; Demography; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002957869,0.00008194575,0.0006249523,0.00006516944,0.00008559431,0.000006540654,0.00006335158,0.00002752357,0.000006137692],"category_scores_gemma":[0.000132796,0.00003917416,0.00007297932,0.0001072213,0.00006638873,0.0001174609,0.00001853986,0.0002873713,3.069096e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070824,"about_ca_system_score_gemma":0.0005705667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111142,"about_ca_topic_score_gemma":0.002526069,"domain_scores_codex":[0.9983597,0.0002914477,0.0006813469,0.00009999922,0.000377934,0.0001895052],"domain_scores_gemma":[0.9988131,0.0002489238,0.0004868105,0.0001446142,0.0000906044,0.0002159384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002459287,0.001085392,0.9885377,0.0003181828,0.00007473718,0.000004443036,0.004435186,3.137637e-7,0.0001077288,0.0001535756,0.0004774219,0.004559448],"study_design_scores_gemma":[0.003489642,0.001404847,0.9899373,0.0003615024,0.00002471249,0.000008802319,0.004159207,0.000003538154,0.0000378256,0.000479557,0.0000560144,0.00003705079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827917,0.0004140131,0.00007706081,0.01621705,0.0001357429,0.0002484143,0.000005050733,0.000005476908,0.0001054815],"genre_scores_gemma":[0.9986324,0.0004850562,0.00002236536,0.0005176152,0.0003077196,0.000001662326,1.877933e-7,0.000005513588,0.00002749005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584068,"threshold_uncertainty_score":0.4703136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249280139347635,"score_gpt":0.4120009202490765,"score_spread":0.287072906314313,"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."}}