{"id":"W2050484603","doi":"10.3129/i09-192","title":"The effect of low-vision simulators on ophthalmology residents' perception of quality of life","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Low vision; Perception; Quality of life (healthcare); Audiology; Visual impairment; Medicine; Optometry; Activities of daily living; Psychology; Ophthalmology; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003973883,0.0002163001,0.001214562,0.000685645,0.0001623796,0.000004880553,0.0004152898,0.0004607811,0.000653021],"category_scores_gemma":[0.003750579,0.0001480021,0.0003433039,0.0003954135,0.0008426067,0.000072241,0.00001716083,0.0007887149,0.000009232233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758204,"about_ca_system_score_gemma":0.001702185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232754,"about_ca_topic_score_gemma":0.00001455127,"domain_scores_codex":[0.9955462,0.001617024,0.001568123,0.0002252432,0.000468446,0.0005750288],"domain_scores_gemma":[0.9948748,0.002093079,0.001046828,0.000490081,0.0006789172,0.0008162847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01328437,0.0003357675,0.9692016,0.0009294343,0.0002180769,0.006293512,0.0003353695,0.0001289637,0.005006879,0.0006405393,0.0003703557,0.003255116],"study_design_scores_gemma":[0.002175119,0.0358651,0.9318411,0.0003248714,0.00004537552,0.02687095,0.0001429765,0.00002434162,0.002126278,0.0004849,0.000009289164,0.00008974202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992479,0.001018781,0.000002494956,0.001037767,0.0004842411,0.0003948726,0.00001534008,0.000001719492,0.004565815],"genre_scores_gemma":[0.9995003,0.00001910803,0.00004941506,0.000037937,0.0001295249,0.000001903709,0.000004416964,0.00001474963,0.0002425868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03736055,"threshold_uncertainty_score":0.7150122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732475546247307,"score_gpt":0.4780114461161692,"score_spread":0.4047638914914385,"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."}}