{"id":"W2790228459","doi":"10.21037/aes.2018.ab100","title":"AB100. Screening for vision and hearing loss in patients with dementia: recommendations from interviews with sensory experts","year":2018,"lang":"en","type":"article","venue":"Annals of Eye Science","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Association for Canadian Studies; University of Toronto; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; University Health Network; 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 de la Montérégie-Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; MAB-Mackay Rehabilitation Centre; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal","funders":"","keywords":"Dementia; Audiology; Sensory system; Hearing loss; Medicine; Psychology; Physical medicine and rehabilitation; Cognitive psychology; Internal medicine","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":[0.0003558946,0.00007729114,0.0001096688,0.0001487621,0.0001601795,0.00003316388,0.0001181752,0.0000257525,0.0002341825],"category_scores_gemma":[0.0000248795,0.00005741537,0.00001341442,0.0002856367,0.0003560169,0.0003554948,0.00003575502,0.00003188873,0.000003201475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006034987,"about_ca_system_score_gemma":0.00001958553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006051791,"about_ca_topic_score_gemma":0.001030115,"domain_scores_codex":[0.99917,0.0000335521,0.00017706,0.0002960331,0.0001385632,0.0001847771],"domain_scores_gemma":[0.9993873,0.00003653656,0.00009689306,0.0001907349,0.0002382419,0.00005029497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002980341,0.0002094112,0.9203492,0.00001016826,0.00002690083,6.842151e-7,0.0286308,0.000006418726,0.00139127,0.0003061696,0.0007634849,0.04800748],"study_design_scores_gemma":[0.0007096163,0.0005235171,0.9950097,0.0001011737,0.000006750428,4.153517e-7,0.001606992,0.0001145433,0.0006665535,0.00007178044,0.001092616,0.00009639013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879616,0.00007199232,0.01092489,0.0003229102,0.00009616258,0.000203922,0.0000172944,0.00001004092,0.0003912113],"genre_scores_gemma":[0.9964265,0.00001087958,0.003120808,0.0002653609,0.00004115298,0.00001190546,0.00002641404,0.000007363354,0.00008963974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07466047,"threshold_uncertainty_score":0.2564134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0769210684685627,"score_gpt":0.4006750296301998,"score_spread":0.3237539611616371,"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."}}