{"id":"W7034179449","doi":"","title":"The state of low vision care in Ontario","year":2024,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision rehabilitation; Rehabilitation; Low vision; Population; Demographics; Service provider; Service (business)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006479927,0.0001984813,0.0002894215,0.001799817,0.005148369,0.002174344,0.001311819,0.0003431109,0.008811375],"category_scores_gemma":[0.003731183,0.0003408184,0.0003871605,0.005124363,0.001015922,0.0008284331,0.001499056,0.0005793496,0.0005106756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07250471,"about_ca_system_score_gemma":0.1207275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946411,"about_ca_topic_score_gemma":0.9976169,"domain_scores_codex":[0.9980761,0.00008105892,0.0001273199,0.0001326712,0.0009996472,0.0005832389],"domain_scores_gemma":[0.993517,0.000251258,0.001320033,0.0001241386,0.002472925,0.002314648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161499,0.00008923873,0.8642011,0.0007014171,0.0001003288,0.0008755928,0.008821425,0.0003819359,0.0005565233,0.004503325,0.04722137,0.07243159],"study_design_scores_gemma":[0.00001991143,0.00003894957,0.9356868,0.0004634364,0.00003244569,0.0002282932,0.004247608,0.000467797,0.00007132313,0.0003867517,0.05832216,0.00003447817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334199,0.0104914,0.0007035964,0.01785226,0.00027559,0.0003867699,0.02963806,0.0002210006,0.1070115],"genre_scores_gemma":[0.9752119,0.005098911,0.0007142688,0.001640436,0.00007264069,0.0001305214,0.005186107,0.00003133559,0.01191382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07250471,"threshold_uncertainty_score":0.5260609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005912582567490767,"score_gpt":0.2233718537930361,"score_spread":0.2174592712255453,"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."}}