{"id":"W4383684692","doi":"10.58931/cect.2022.116","title":"Methods to treat myopia progression in pediatric patients","year":2022,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dioptre; Medicine; Refractive error; Visual impairment; Macular degeneration; Optometry; Public health; Blindness; Population; Ophthalmology; Visual acuity; Environmental health; Psychiatry","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":[0.0003225214,0.0005100056,0.0004617379,0.001079896,0.0003508471,0.0005871206,0.0005536463,0.0006446,0.00985307],"category_scores_gemma":[0.000831972,0.0001141196,0.0008396708,0.0004370419,0.0001940111,0.0007457568,0.0006414965,0.001907825,0.003995824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041419,"about_ca_system_score_gemma":0.0007080049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014903,"about_ca_topic_score_gemma":0.002900297,"domain_scores_codex":[0.9998135,0.0000254423,0.00003004894,0.0000210127,0.00008054807,0.00002949963],"domain_scores_gemma":[0.9997827,0.00004770594,0.00005477573,0.000007678135,0.00006204328,0.00004493044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001583449,0.0002054484,0.00191801,0.003499541,0.00008105065,0.002361441,0.0001301789,0.0001962804,0.002308445,0.002170219,0.06345585,0.9235151],"study_design_scores_gemma":[0.0001608532,0.0005694816,0.00845315,0.005275115,0.000201597,0.02674702,0.0002095805,0.000358635,0.002727173,0.001629695,0.9536301,0.00003757421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008196273,0.9224552,0.00927641,0.006798197,0.003345962,0.0002780597,0.0005250768,0.0004909706,0.04863382],"genre_scores_gemma":[0.05402619,0.8934659,0.0205062,0.006032971,0.003346428,0.0004220165,0.001210564,0.0001542862,0.02083551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00985307,"threshold_uncertainty_score":0.03296179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118122102001412,"score_gpt":0.3934783855947974,"score_spread":0.3722971645747833,"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."}}