{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008680111,0.0005208494,0.002180414,0.0007350283,0.0004978985,0.00003713346,0.0004016109,0.0005907665,0.00008560826],"category_scores_gemma":[0.0003137056,0.0003041263,0.0006785775,0.000341493,0.000716551,0.0001140726,0.0000211595,0.0008367077,0.000007004404],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679986,"about_ca_system_score_gemma":0.007179055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007415045,"about_ca_topic_score_gemma":0.008720734,"domain_scores_codex":[0.9973841,0.0003002736,0.0009781502,0.0003710734,0.0002100668,0.0007563605],"domain_scores_gemma":[0.9967903,0.0007040252,0.0008349523,0.0004353959,0.0005529107,0.0006823605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00354822,0.002610123,0.05551658,0.07876263,0.01561125,0.1179376,0.005815515,0.001143889,0.000002157183,0.006332597,0.461173,0.2515464],"study_design_scores_gemma":[0.001535811,0.01500107,0.002769653,0.008227026,0.004630547,0.3232651,0.0004040496,0.0000824918,2.205323e-7,0.001015213,0.6424521,0.0006167616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008313707,0.9801646,0.00009200794,0.003421222,0.000814812,0.001982337,0.0003178051,0.000006438402,0.004887038],"genre_scores_gemma":[0.2232756,0.6678712,0.01012807,0.001132009,0.006133212,0.001485717,0.001708386,0.001242746,0.08702309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3122934,"threshold_uncertainty_score":0.9999411,"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."}}