{"id":"W2518836796","doi":"","title":"A new model of low vision rehabilitation","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical & Experimental Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Referral; Low vision; Rehabilitation; Triage; Medicine; Visual impairment; Vision rehabilitation; Eye care; Presentation (obstetrics); Optometry; Physical medicine and rehabilitation; Nursing; Medical emergency; Physical therapy; 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":[0.001429398,0.0007493072,0.0004920702,0.001484151,0.002688838,0.006383265,0.002469666,0.00268767,0.02338131],"category_scores_gemma":[0.002027375,0.000289347,0.0011082,0.001081768,0.006267378,0.005605665,0.002805858,0.00361861,0.003832516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005624126,"about_ca_system_score_gemma":0.005757868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00627657,"about_ca_topic_score_gemma":0.005179072,"domain_scores_codex":[0.998651,0.0005246169,0.00004007387,0.0002621674,0.0003074116,0.0002147422],"domain_scores_gemma":[0.9989359,0.0002670821,0.00009046371,0.0001226878,0.0002847391,0.0002991723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000121395,0.0000319907,0.0001779241,0.0000284567,0.000004240289,0.00007967016,0.0005235142,0.0008291879,0.0000895613,0.9895362,0.003283888,0.005403291],"study_design_scores_gemma":[0.00004002904,0.0001057841,0.0003596891,0.0001111244,0.00001401846,0.0004047813,0.001001603,0.01053844,0.000145212,0.8694556,0.1177972,0.00002665537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01403605,0.002199473,0.1585887,0.05075581,0.001546811,0.0002186796,0.0002870107,0.0003893946,0.7719781],"genre_scores_gemma":[0.6912939,0.003576881,0.08485966,0.008557279,0.001065803,0.0009249329,0.0003438931,0.0002074565,0.2091702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02338131,"threshold_uncertainty_score":0.07821834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07744396388872958,"score_gpt":0.491700052164767,"score_spread":0.4142560882760374,"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."}}