{"id":"W2914983895","doi":"","title":"Smartphone and tablet usage among individuals with vision impairment: Are mainstream devices replacing traditional visual aids?","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Université de Montréal","funders":"","keywords":"Mainstream; Visual impairment; Tablet pc; Optometry; Computer science; Psychology; Medicine; Multimedia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000675592,0.0002188668,0.0004146595,0.001115613,0.0006002405,0.001787859,0.0004605536,0.001254269,0.00376779],"category_scores_gemma":[0.005361806,0.0001999864,0.0006455548,0.001414696,0.0005657573,0.002753602,0.0006829017,0.00114777,0.0003864902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963968,"about_ca_system_score_gemma":0.0006115967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01724535,"about_ca_topic_score_gemma":0.02605331,"domain_scores_codex":[0.9992317,0.000113639,0.0001104905,0.0001264893,0.0002183767,0.0001992971],"domain_scores_gemma":[0.9970571,0.0007758384,0.001119882,0.00009536129,0.0005450897,0.00040678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422487,0.0000936524,0.9718726,0.0001018968,0.00005876086,0.0002857421,0.002519461,0.00001212833,0.0002061508,0.0001271469,0.0004551275,0.02412529],"study_design_scores_gemma":[0.000003593147,0.000110643,0.9880421,0.0001635307,0.00008291948,0.0007602775,0.009824823,0.00006381602,0.00004981196,0.00009661033,0.0007930676,0.000008923274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921422,0.003731388,0.00007044082,0.001435881,0.00003515526,0.000009617779,0.0002364776,0.00000298516,0.002335832],"genre_scores_gemma":[0.9972349,0.001952325,0.00006779931,0.0003355354,0.00004508622,0.000006170299,0.0000859193,0.000002397936,0.000269979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724535,"threshold_uncertainty_score":0.03428996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858567289446568,"score_gpt":0.342008966175442,"score_spread":0.3034232932809763,"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."}}