{"id":"W2082082525","doi":"10.1080/09638280500052898","title":"Vision needs of people with intellectual disability in residential facilities and community-based homes for independent living","year":2005,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Administration for Community Living; Institute for Clinical Evaluative Sciences","keywords":"Intellectual disability; Gerontology; Visual impairment; Intervention (counseling); Eye care; Quality of life (healthcare); Sample (material); Medicine; Activities of daily living; Psychology; Optometry; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003028694,0.0001852113,0.0002766868,0.0007562051,0.0006499178,0.0004720922,0.0002129935,0.0003735573,0.0015701],"category_scores_gemma":[0.001577674,0.000137541,0.0002282819,0.0004407979,0.0003197802,0.0004140814,0.0006191933,0.0003582289,0.0001499965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080237,"about_ca_system_score_gemma":0.0003431349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007940706,"about_ca_topic_score_gemma":0.01540842,"domain_scores_codex":[0.9997055,0.0000741035,0.00002895181,0.0000248245,0.00007064096,0.00009593968],"domain_scores_gemma":[0.9994833,0.00007630749,0.0001988142,0.00001136749,0.00008853654,0.0001415151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001540524,0.00040958,0.9860502,0.00006515764,0.00004070351,0.0004619019,0.003682048,0.00003932449,0.0004634692,0.00003455082,0.0003390166,0.008260017],"study_design_scores_gemma":[0.00001667637,0.0004129643,0.9909912,0.00002480544,0.00001671975,0.000732765,0.007357425,0.00008011999,0.00007179253,0.00004180351,0.0002478481,0.000005876842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997171,0.00005500722,0.000006400418,0.00002290948,0.000001478897,0.000005427335,0.00002796681,4.93097e-7,0.0001634412],"genre_scores_gemma":[0.9997527,0.00004475393,0.00002350342,0.00002715662,0.000002851016,0.000007538827,0.00004758728,2.839526e-7,0.00009362098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007940706,"threshold_uncertainty_score":0.01578897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082274990911969,"score_gpt":0.3301521206367405,"score_spread":0.3093293707276208,"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."}}