{"id":"W4417201948","doi":"10.1371/journal.pone.0338322","title":"Social determinants of health and dual sensory loss in older adults: A scoping review","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Ottawa; University of Toronto","funders":"","keywords":"Vulnerability (computing); Social determinants of health; Social support; Warrant; Dual (grammatical number); Social vulnerability; MEDLINE","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":[0.005383153,0.001218169,0.003399238,0.01274288,0.0008546249,0.003269,0.001223046,0.002265695,0.003045205],"category_scores_gemma":[0.02728103,0.0008021222,0.004861986,0.0103848,0.0009225493,0.002155932,0.001883408,0.001249651,0.000266859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003174347,"about_ca_system_score_gemma":0.01152481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569664,"about_ca_topic_score_gemma":0.02528845,"domain_scores_codex":[0.9966444,0.001078699,0.001150278,0.0003197673,0.0006221925,0.0001846653],"domain_scores_gemma":[0.9786279,0.01686925,0.002663241,0.0002091112,0.001431138,0.0001994239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008738188,0.00005342438,0.004125999,0.8209921,0.003745839,0.0002268765,0.001312557,0.0002307695,0.0001090152,0.001259735,0.004181215,0.1636751],"study_design_scores_gemma":[0.00001935334,0.00006815996,0.007395925,0.9544628,0.008744019,0.0003191905,0.0009312794,0.00007416785,0.00006451415,0.0005048252,0.02738989,0.00002590482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001015013,0.9978687,0.00007694167,0.0003255296,0.00009394054,0.00008514782,0.0001576947,0.000003134043,0.000373929],"genre_scores_gemma":[0.007772981,0.9913983,0.000197195,0.0002268946,0.00006018148,0.0001504467,0.0001178928,0.000001691487,0.00007443947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01569664,"threshold_uncertainty_score":0.03121054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2945170859933925,"score_gpt":0.5274657461470145,"score_spread":0.2329486601536219,"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."}}