{"id":"W4391025850","doi":"10.3390/vision8010003","title":"Treatment of Rapid Progression of Myopia: Topical Atropine 0.05% and MF60 Contact Lenses","year":2024,"lang":"en","type":"article","venue":"Vision","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Hebrew University of Jerusalem","keywords":"Medicine; Atropine; Ophthalmology; Adverse effect; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006732351,0.0004161409,0.0009737362,0.0004346622,0.0002794354,0.0001667458,0.0003615408,0.0003256584,0.0004627648],"category_scores_gemma":[0.0006980411,0.000129347,0.0007403412,0.0002808194,0.0002713894,0.0002718927,0.0002266927,0.0003718818,0.0001626733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002743163,"about_ca_system_score_gemma":0.0004580153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007984,"about_ca_topic_score_gemma":0.002388971,"domain_scores_codex":[0.9992969,0.0002176192,0.00009691392,0.00009939437,0.000209595,0.00007951337],"domain_scores_gemma":[0.9996191,0.00009041585,0.0001407196,0.00002952727,0.00003773377,0.00008242214],"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":[0.04910049,0.01639621,0.2505777,0.00445707,0.001915561,0.008609932,0.001213461,0.001103012,0.1105561,0.0002232032,0.0009184137,0.5549287],"study_design_scores_gemma":[0.003881916,0.3027276,0.6427059,0.0003192784,0.001122068,0.02146008,0.0006999079,0.0004165084,0.01841556,0.00007043665,0.008129898,0.00005086646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909539,0.007953847,0.0002834248,0.0000261314,0.00001399711,0.000111903,0.00004639159,0.00001069478,0.0005997766],"genre_scores_gemma":[0.9946596,0.003573233,0.001195022,0.00006176982,0.00004230283,0.00009977547,0.0001041772,0.000004521795,0.0002595708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001007984,"threshold_uncertainty_score":0.003560424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464943277074095,"score_gpt":0.4096796433587603,"score_spread":0.3750302105880194,"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."}}