{"id":"W4406703047","doi":"10.3390/jcm14030698","title":"Myopia Management in Hong Kong","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Orthokeratology; Refractive error; Optometry; Ophthalmology; Pediatrics; Visual acuity; Cornea","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":[0.0004270807,0.0001986682,0.0001918957,0.0004635573,0.0006075832,0.0006166506,0.0003684192,0.0001783558,0.001197888],"category_scores_gemma":[0.0008767571,0.0001603399,0.0002664799,0.0009854345,0.0003087304,0.0003392099,0.0005606058,0.00027584,0.0001236808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276923,"about_ca_system_score_gemma":0.004195033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1833985,"about_ca_topic_score_gemma":0.1866628,"domain_scores_codex":[0.999574,0.00006161862,0.00007879142,0.00006783441,0.00007523709,0.000142644],"domain_scores_gemma":[0.9989034,0.0000660066,0.0005741848,0.00003080325,0.0001605782,0.0002649887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001524472,0.00002085295,0.9921404,0.0000811017,0.00001335635,0.001213863,0.00091796,0.0000581595,0.0002249358,0.00005132034,0.0005267546,0.004736051],"study_design_scores_gemma":[0.000003808689,0.00006114953,0.992949,0.0001104758,0.00001750584,0.001881948,0.003020969,0.0001433427,0.000149953,0.0000124719,0.00164426,0.000005106436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962153,0.001460743,0.00004546682,0.0003271411,0.0000158496,0.00001712032,0.0003229714,0.00000641022,0.001589143],"genre_scores_gemma":[0.9980027,0.00100399,0.0001493131,0.0001599004,0.000009169062,0.000009903998,0.0002474588,0.000002569907,0.0004149599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833985,"threshold_uncertainty_score":0.3646619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131380640719033,"score_gpt":0.5452040629458957,"score_spread":0.4320659988739925,"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."}}