{"id":"W4410914863","doi":"10.1016/j.clae.2025.102451","title":"International trends in prescribing contact lenses for myopia control (2011–2024): An update","year":2025,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optometry; Ophthalmology; Medicine","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":[0.002279826,0.0006734539,0.0007166844,0.008690631,0.0002905869,0.002109211,0.0009415559,0.001083538,0.006597724],"category_scores_gemma":[0.007204506,0.0004545221,0.001335396,0.01391194,0.0003380089,0.00287418,0.0009109761,0.001160086,0.002201669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576306,"about_ca_system_score_gemma":0.003411722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03147644,"about_ca_topic_score_gemma":0.03388368,"domain_scores_codex":[0.9979256,0.0001979501,0.000873524,0.0002826079,0.0005450678,0.0001751987],"domain_scores_gemma":[0.9893734,0.00218558,0.003093288,0.000176809,0.004561091,0.0006098936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001971335,0.0001272598,0.1541422,0.01714092,0.0003373516,0.0003484556,0.0008236493,0.0004403795,0.0004453564,0.001264896,0.1338089,0.6909236],"study_design_scores_gemma":[0.00002943659,0.0001812676,0.369429,0.01921199,0.0004851291,0.002352021,0.001807512,0.000494355,0.0006180499,0.0002746858,0.6050398,0.00007681408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06257961,0.7848707,0.002472922,0.02493036,0.005598406,0.0002322972,0.07964221,0.000650985,0.03902251],"genre_scores_gemma":[0.1161629,0.7945392,0.006926644,0.009279562,0.003643185,0.0003903122,0.06255914,0.0001701337,0.006329008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03147644,"threshold_uncertainty_score":0.06258643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818607615967673,"score_gpt":0.3589905157343238,"score_spread":0.3308044395746471,"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."}}