{"id":"W2077723472","doi":"10.1139/i06-021","title":"Vision rehabilitation for Canadians with less than 20/40 acuity: the SmartSight model","year":2006,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health","funders":"","keywords":"Vision rehabilitation; Rehabilitation; Low vision; Visual acuity; Blind spot; Medicine; Psychological intervention; Visual impairment; Depression (economics); Impaired Vision; Physical medicine and rehabilitation; Physical therapy; Optometry; Psychology; Psychiatry; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001899138,0.0007253409,0.001796777,0.002109033,0.0006441845,0.0009163294,0.001436828,0.0007551548,0.003439874],"category_scores_gemma":[0.00237754,0.0001573759,0.0009786829,0.003395339,0.0007232964,0.0006462541,0.0004587926,0.000896267,0.0001696696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005390232,"about_ca_system_score_gemma":0.01333848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4258482,"about_ca_topic_score_gemma":0.6771483,"domain_scores_codex":[0.9996145,0.00008801288,0.00004521101,0.00004244501,0.000165183,0.00004472974],"domain_scores_gemma":[0.9990451,0.00053815,0.0001237947,0.0000155853,0.0002181332,0.00005927144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006737086,0.0002078243,0.00243317,0.0591828,0.0007847974,0.0002288888,0.0002678854,0.0004549184,0.0001982297,0.003598872,0.0277145,0.9042545],"study_design_scores_gemma":[0.002702581,0.001579201,0.06775381,0.1302078,0.01196006,0.00239206,0.00209465,0.0009339818,0.0006888934,0.00445027,0.7750418,0.0001950068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001451936,0.9965478,0.00004275401,0.0006535799,0.00007506577,0.00001946546,0.00007154633,0.000002869212,0.001135001],"genre_scores_gemma":[0.009108905,0.9900126,0.000263955,0.0002932737,0.00003720099,0.00001563808,0.00005368445,7.132893e-7,0.0002139537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5741518,"threshold_uncertainty_score":0.8467391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07582751968461864,"score_gpt":0.3879845117984119,"score_spread":0.3121569921137933,"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."}}