{"id":"W3131772711","doi":"10.2196/19931","title":"Effect of Reading Rehabilitation for Age-Related Macular Degeneration on Cognitive Functioning: Protocol for a Nonrandomized Pre-Post Intervention Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; University of Toronto; Centre de réadaptation Lethbridge-Layton-Mackay; Santé Montérégie; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Concordia University; Centre for Interdisciplinary Research in Rehabilitation; McGill University; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"Canadian Institutes of Health Research","keywords":"Rehabilitation; Macular degeneration; Cognition; Dementia; Cognitive skill; Reading (process); Physical medicine and rehabilitation; Psychology; Medicine; Cognitive decline; Audiology; Intervention (counseling); Sensory system; Physical therapy; Disease; Cognitive psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02656314,0.004423969,0.00725665,0.002791301,0.004039656,0.002166337,0.003688561,0.006500668,0.04359501],"category_scores_gemma":[0.0190981,0.002683282,0.004117748,0.002391808,0.002870693,0.002097265,0.002024932,0.005317068,0.009030114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004712774,"about_ca_system_score_gemma":0.01685366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003210785,"about_ca_topic_score_gemma":0.006014151,"domain_scores_codex":[0.9844811,0.007968609,0.002080858,0.001322728,0.002035979,0.002110727],"domain_scores_gemma":[0.9861537,0.003782011,0.002401641,0.002050256,0.003679315,0.00193312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6951066,0.2301536,0.00157508,0.008851205,0.0009567249,0.0003607389,0.0007079913,0.002740806,0.003694224,0.001420752,0.006277018,0.0481553],"study_design_scores_gemma":[0.7107807,0.2617789,0.007160015,0.001002382,0.0004383128,0.00004744519,0.0002696169,0.001417457,0.001703854,0.001288142,0.01398441,0.0001287919],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0046974,0.00004457859,0.0006253081,0.00004518018,0.0000840322,0.9938102,0.000289875,0.00004197243,0.0003613892],"genre_scores_gemma":[0.002647309,0.0000424235,0.001266119,0.00006436738,0.00002451203,0.9956143,0.00005755043,0.000002251822,0.000281309],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04359501,"threshold_uncertainty_score":0.1458399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753302366103108,"score_gpt":0.6095094763300707,"score_spread":0.4341792397197599,"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."}}