{"id":"W4285793517","doi":"10.21203/rs.3.rs-1824900/v1","title":"Efficacy and patients’ satisfaction with the ORCAM MyEye device among visually impaired people: a multicenter study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Usability; Psychosocial; Logistic regression; Wearable computer; Impaired Vision; Visual impairment; Rehabilitation; Activities of daily living; Medicine; Test (biology); Psychology; Physical medicine and rehabilitation; Physical therapy; Computer science; Optometry; Human–computer interaction; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00133227,0.0003946266,0.0006014535,0.000741953,0.0005711273,0.0007160317,0.0003024464,0.0005346809,0.0014891],"category_scores_gemma":[0.002968226,0.0002229607,0.0007871906,0.0007332147,0.0003501329,0.0004796375,0.0004691118,0.0003649159,0.0002997006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154011,"about_ca_system_score_gemma":0.0002243871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085208,"about_ca_topic_score_gemma":0.001711807,"domain_scores_codex":[0.9989624,0.000374695,0.0001141701,0.0001707416,0.0002514281,0.0001265226],"domain_scores_gemma":[0.9978335,0.0003750115,0.0009196576,0.0001256805,0.0004198884,0.0003262553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008536244,0.0006787691,0.9928866,0.00004397318,0.0001233004,0.0001367474,0.000770813,0.00002866735,0.0006177496,0.000007817592,0.00007172865,0.003780209],"study_design_scores_gemma":[0.00005529221,0.004081149,0.993735,0.00001335735,0.00009395384,0.0003549827,0.001122889,0.0001484317,0.0001970878,0.000005994857,0.0001785735,0.00001333248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997371,0.00006108425,0.00002697631,0.000004610562,9.252802e-7,0.00001767473,0.00004796858,9.5627e-7,0.0001025665],"genre_scores_gemma":[0.9997134,0.00003377001,0.00004516192,0.0000198957,0.000003665003,0.00002905848,0.00007190385,9.218162e-7,0.00008223917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002085208,"threshold_uncertainty_score":0.007045805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119140191861941,"score_gpt":0.5076376278923894,"score_spread":0.3957236087061953,"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."}}