{"id":"W6907628723","doi":"10.25384/sage.c.5869849.v1","title":"Prospective Associations between Physical Activity and Memory in the Canadian Longitudinal Study on Aging: Examining Social Determinants","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Physical activity; Longitudinal data; Cohort study; Cohort; Social determinants of health; Social support; Regression analysis; Linear regression; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716608,0.0005960646,0.0005352313,0.001732952,0.001913225,0.001238564,0.001607471,0.0006068948,0.002332087],"category_scores_gemma":[0.003632489,0.000371782,0.0009142743,0.003476134,0.0004403995,0.0005640824,0.001110367,0.001049802,0.0002142962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005432572,"about_ca_system_score_gemma":0.01153299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9640413,"about_ca_topic_score_gemma":0.9780116,"domain_scores_codex":[0.9990284,0.00008518925,0.00006933285,0.000171952,0.0003149801,0.0003300746],"domain_scores_gemma":[0.9980153,0.0001036579,0.0004531693,0.0001394126,0.0009229968,0.0003654273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006727186,0.00004139695,0.9949613,0.00004131717,0.0001808527,0.00002055863,0.0001006732,0.00008446645,0.00003967246,0.00008703733,0.001034137,0.003341346],"study_design_scores_gemma":[0.000005839588,0.00001271604,0.9989969,0.00002679576,0.00005494522,0.00001273308,0.0001015578,0.000193694,0.00002056035,0.00003126346,0.0005369816,0.000005992334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9671257,0.005215664,0.0004483763,0.001097799,0.00007153927,0.00009304144,0.0215949,0.00003270494,0.004320252],"genre_scores_gemma":[0.9872831,0.002139071,0.000596381,0.0001683093,0.00003568663,0.00005960495,0.008348946,0.00001084243,0.001358017],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03595871,"threshold_uncertainty_score":0.07234091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.24017888909461,"score_gpt":0.4229483909603008,"score_spread":0.1827695018656908,"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."}}