{"id":"W2092698175","doi":"10.3129/i07-214","title":"Low-vision services in Toronto","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"CNIB Foundation","funders":"","keywords":"Optometry; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003213345,0.0003078185,0.0003580763,0.0009152797,0.007219276,0.002201483,0.001023114,0.0005921682,0.009238253],"category_scores_gemma":[0.001868455,0.0004753713,0.0003692818,0.003829876,0.0009066158,0.0007902676,0.002071566,0.001214049,0.000462364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0386949,"about_ca_system_score_gemma":0.05388012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838132,"about_ca_topic_score_gemma":0.9966607,"domain_scores_codex":[0.9987165,0.000157558,0.00009719074,0.00008980843,0.0002122549,0.0007267309],"domain_scores_gemma":[0.9956584,0.0002327029,0.0006886523,0.00005675048,0.0007476141,0.002615827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002097975,0.0002241617,0.9412049,0.0004810189,0.00007402982,0.003129577,0.01944659,0.0003522196,0.0005671738,0.002405276,0.01500514,0.01690017],"study_design_scores_gemma":[0.00002223842,0.00008142283,0.9675936,0.0002063451,0.00003072565,0.0003756532,0.02630983,0.0002635148,0.00007812693,0.0001338052,0.004882631,0.00002196253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793306,0.001498897,0.00006956437,0.003732148,0.00006279195,0.00008190325,0.003120452,0.00001996812,0.01208358],"genre_scores_gemma":[0.9924982,0.0009257378,0.0001481525,0.000543186,0.00002797974,0.00003603088,0.0007174136,0.000006936445,0.005096263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0386949,"threshold_uncertainty_score":0.2807525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784898046284049,"score_gpt":0.343735441291105,"score_spread":0.3158864608282645,"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."}}