{"id":"W6887812441","doi":"10.17605/osf.io/ubjve","title":"Current Practice in Social and Structural Determinants of Health Collection in Longitudinal Studies of Aging and Dementia in Canada: a Scoping Review Protocol","year":2025,"lang":"en","type":"article","venue":"Open Science Framework","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Data collection; Protocol (science); Longitudinal study; Current (fluid); Life course approach; Healthy aging","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3738882,0.003561263,0.01093287,0.02827514,0.01226821,0.01371425,0.00686633,0.009328,0.01979017],"category_scores_gemma":[0.381239,0.005825773,0.01333215,0.03791456,0.008238696,0.006606712,0.01084635,0.00663248,0.004325645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05559542,"about_ca_system_score_gemma":0.3741069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1983078,"about_ca_topic_score_gemma":0.3776116,"domain_scores_codex":[0.724284,0.1106738,0.118155,0.01160221,0.0284428,0.006842174],"domain_scores_gemma":[0.6208904,0.1343217,0.04383246,0.03425221,0.1578945,0.008808726],"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":[0.004191836,0.0005144271,0.00770094,0.6649873,0.003086588,0.0004587248,0.01612799,0.002198874,0.001334669,0.009503131,0.09183401,0.1980615],"study_design_scores_gemma":[0.008404521,0.0008156135,0.01598014,0.7527043,0.006154649,0.0002330812,0.005992988,0.001575264,0.001727041,0.007432906,0.1983227,0.0006568575],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001334814,0.008775533,0.004619125,0.003040197,0.000675018,0.9660962,0.01267018,0.0002331981,0.002555804],"genre_scores_gemma":[0.00205676,0.003597593,0.01416923,0.0004295364,0.00003300634,0.9783302,0.0009785619,0.00001949396,0.0003857228],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8016922,"threshold_uncertainty_score":0.7721073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115033634460138,"score_gpt":0.5490743795510933,"score_spread":0.4340407450909552,"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."}}