{"id":"W2248751346","doi":"","title":"Canadian uncorrected refractive error","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual impairment; Refractive error; Optometry; Medicine; Affect (linguistics); Quality of life (healthcare); Population; Visual acuity; Psychology; Ophthalmology; Psychiatry; Environmental health","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":[0.001054008,0.0007307875,0.0006679594,0.003914232,0.00401818,0.001813486,0.001967135,0.0004155001,0.05094333],"category_scores_gemma":[0.005779531,0.0003468703,0.00101975,0.006348649,0.0005201212,0.0005910821,0.001130216,0.001267741,0.005053048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514645,"about_ca_system_score_gemma":0.05087984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917222,"about_ca_topic_score_gemma":0.9936594,"domain_scores_codex":[0.996511,0.0001195277,0.0001896563,0.0001953926,0.002614607,0.0003696912],"domain_scores_gemma":[0.9893795,0.0002694844,0.0005008838,0.0002021739,0.008872876,0.0007751683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002122409,0.00005874957,0.1135018,0.001486037,0.0001816247,0.0004352951,0.001184746,0.0002182112,0.0003195888,0.006286749,0.76434,0.1117749],"study_design_scores_gemma":[0.00008825627,0.00006226832,0.4424603,0.001079708,0.0001844506,0.001139608,0.001781233,0.0002776714,0.0003535583,0.0006536679,0.5518157,0.0001035252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07234638,0.03627583,0.001293221,0.01238176,0.002438931,0.0005916308,0.2273522,0.0004450575,0.646875],"genre_scores_gemma":[0.6381003,0.0484095,0.004747875,0.00580275,0.0004775766,0.0004763508,0.1075199,0.0003321831,0.1941335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05094333,"threshold_uncertainty_score":0.1824511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08724062774328954,"score_gpt":0.4190217078493571,"score_spread":0.3317810801060675,"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."}}