{"id":"W3004497036","doi":"10.1093/geroni/igy031.3436","title":"VISUAL IMPAIRMENT AND THE USE OF FORMAL AND INFORMAL HOME CARE IN CANADA: THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2018,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"","keywords":"Visual impairment; Medicine; Gerontology; Visual acuity; Cohort; Marital status; Longitudinal study; Cognitive impairment; Family medicine; Population; Psychiatry; Cognition; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001724157,0.000471815,0.0005653648,0.001775511,0.002903216,0.001730202,0.001619242,0.0008630505,0.001793707],"category_scores_gemma":[0.002928106,0.0003815195,0.001109849,0.005347977,0.0007320369,0.0007016296,0.001142439,0.001766687,0.0002308203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01650328,"about_ca_system_score_gemma":0.0231329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916713,"about_ca_topic_score_gemma":0.9949483,"domain_scores_codex":[0.9986242,0.000131326,0.00009966564,0.0001940652,0.0005579798,0.0003928327],"domain_scores_gemma":[0.9970765,0.0001638956,0.0006065621,0.0001107207,0.00126498,0.0007773385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006001402,0.0000274836,0.9962589,0.00004207552,0.00009902522,0.00003793602,0.0002580429,0.00005571922,0.00004222659,0.00008772822,0.0009162608,0.002114576],"study_design_scores_gemma":[0.000005702267,0.00001349292,0.9983651,0.0000543743,0.00005722333,0.00003788921,0.0004872614,0.0002601269,0.00001823468,0.00003406725,0.0006571747,0.000009292513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683452,0.01035624,0.0003536928,0.002607955,0.00009605638,0.0001063928,0.01281999,0.00002653521,0.005287968],"genre_scores_gemma":[0.992695,0.002734534,0.0003124006,0.0002450595,0.00002310576,0.00003198854,0.002959552,0.000006979256,0.0009914464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01650328,"threshold_uncertainty_score":0.1197402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366113534758197,"score_gpt":0.2920065068938429,"score_spread":0.248345371546261,"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."}}