{"id":"W2030068078","doi":"10.1097/01.iae.0000254890.48272.5a","title":"IMPACT OF VISUAL IMPAIRMENT ON USE OF CAREGIVING BY INDIVIDUALS WITH AGE-RELATED MACULAR DEGENERATION","year":2006,"lang":"en","type":"article","venue":"Retina","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Macular degeneration; Visual acuity; Medicine; Visual impairment; Gerontology; Low vision; Optometry; Ophthalmology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001524883,0.0001550832,0.0003503011,0.0000978933,0.00005272425,0.000005604738,0.00003029733,0.0000983674,0.00005838128],"category_scores_gemma":[0.00003734343,0.0001056796,0.0001060962,0.0001657847,0.0001432437,0.00005546864,0.00002246827,0.0001053927,0.000003368302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007456597,"about_ca_system_score_gemma":0.00004222862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405926,"about_ca_topic_score_gemma":0.000002590936,"domain_scores_codex":[0.9990289,0.00007463298,0.000292931,0.0001723024,0.0002425467,0.0001886969],"domain_scores_gemma":[0.9994652,0.00006725253,0.0001948656,0.0001406667,0.0000878651,0.00004420713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003174563,0.001497232,0.9643205,0.00007516767,0.0002948731,0.00004265413,0.000249596,0.0001463512,0.02991763,0.00006388474,0.00298822,0.00008642032],"study_design_scores_gemma":[0.001544577,0.01600588,0.9514641,0.0002789285,0.0001904261,0.00005622837,0.00004786078,0.00007766258,0.03017157,0.00001521853,0.00003588532,0.0001117205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990141,0.0001467642,0.00002085923,0.00008077703,0.00002336408,0.0003584583,0.00002542167,0.00002218721,0.0003080506],"genre_scores_gemma":[0.9990706,0.00001471176,0.0001775714,0.00001602747,0.00002490518,0.000009269058,0.0001381509,0.00001619739,0.0005325903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01450864,"threshold_uncertainty_score":0.4309488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827273885524081,"score_gpt":0.3273857865899991,"score_spread":0.3091130477347582,"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."}}