{"id":"W2128448051","doi":"10.1016/j.clae.2010.08.009","title":"Soft toric contact lens prescribing in different countries","year":2010,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Lens (geology); Astigmatism; Optometry; Medicine; Ophthalmology; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004509515,0.0001510762,0.0004050103,0.001172511,0.0006482997,0.0009713151,0.0002959456,0.0005042448,0.004076908],"category_scores_gemma":[0.003288527,0.0003332924,0.0008415498,0.003724687,0.0004408525,0.0005840684,0.0006573265,0.0006702889,0.0002950851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359658,"about_ca_system_score_gemma":0.001251043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03521049,"about_ca_topic_score_gemma":0.07472516,"domain_scores_codex":[0.9987676,0.0003940381,0.0002183811,0.0001719894,0.0001389198,0.0003090435],"domain_scores_gemma":[0.9959365,0.0009819181,0.001911479,0.0001397028,0.000486882,0.0005435286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005175337,0.00005740076,0.9859363,0.0001262,0.0002240365,0.0004983497,0.001116735,0.0003213788,0.0004579568,0.0003827635,0.0009697868,0.009391706],"study_design_scores_gemma":[0.00001661701,0.00005887338,0.9973604,0.00004329248,0.00004265317,0.0004681089,0.001056202,0.00008126325,0.0001258977,0.0000377437,0.0007008304,0.000008043221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940864,0.001294995,0.0000597164,0.0003974161,0.00001404747,0.000007737436,0.0010674,0.000007181357,0.003065165],"genre_scores_gemma":[0.9977525,0.0008457036,0.00008841593,0.00022162,0.0000131356,0.00000687073,0.0004758587,0.000006958472,0.0005890549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03521049,"threshold_uncertainty_score":0.07001108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263555186160922,"score_gpt":0.2497987838450597,"score_spread":0.2371632319834505,"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."}}