{"id":"W2469776478","doi":"10.1371/journal.pone.0159254","title":"The Effects of Low-Vision Rehabilitation on Reading Speed and Depression in Age Related Macular Degeneration: A Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"CNIB","keywords":"Meta-analysis; Cochrane Library; Macular degeneration; CINAHL; Rehabilitation; Medicine; MEDLINE; Strictly standardized mean difference; Depression (economics); Low vision; Data extraction; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Optometry; Internal medicine; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007444476,0.0002407607,0.002464383,0.0003426428,0.0001077058,0.00000850691,0.00005836516,0.0002436192,0.00002500245],"category_scores_gemma":[0.001741575,0.0001148797,0.0006034276,0.0004576154,0.0001220002,0.00004189248,0.000055723,0.0002287845,0.00001151789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000596485,"about_ca_system_score_gemma":0.00002111256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003746187,"about_ca_topic_score_gemma":0.000001659869,"domain_scores_codex":[0.9979492,0.0006447368,0.0006130225,0.0003501305,0.0002980188,0.0001449109],"domain_scores_gemma":[0.9964585,0.002706401,0.0003423434,0.0003701122,0.00007880671,0.0000438748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008165499,0.01278075,0.01099088,0.1918294,0.6735488,0.0005167436,0.001463274,0.000002649862,0.00298534,0.0004185914,0.0002833679,0.1043636],"study_design_scores_gemma":[0.001873286,0.005915972,0.00648714,0.06503221,0.9178432,0.00001522949,0.00003167147,0.00005564122,0.0009846817,0.0002494291,0.001055335,0.0004562293],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06309928,0.9351821,0.000001490388,0.0001614345,0.00002987871,0.00140157,0.000004537771,0.00001373972,0.0001059971],"genre_scores_gemma":[0.02185929,0.9768644,0.0001582,0.0000137691,0.00003248697,0.0001230776,0.00005187529,0.00002111823,0.0008757959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2442943,"threshold_uncertainty_score":0.4684657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072220482597212,"score_gpt":0.3875705251267745,"score_spread":0.2803484768670533,"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."}}