{"id":"W4404085314","doi":"10.1097/cm9.0000000000003377","title":"Prevalence, temporal trend, burden, and prediction of refractive disorders among children and adolescents","year":2024,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Provincial People's Hospital; China Postdoctoral Science Foundation","keywords":"Medicine; Environmental health; Refraction; Pediatrics; Demography; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001653006,0.0002642331,0.0003959336,0.001468201,0.0003554957,0.0007364879,0.0009168718,0.00112459,0.003558048],"category_scores_gemma":[0.01033282,0.0002163146,0.0003165175,0.001764754,0.0002520187,0.0008421591,0.0005268616,0.00130076,0.0004367112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007096596,"about_ca_system_score_gemma":0.001013785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380213,"about_ca_topic_score_gemma":0.01534982,"domain_scores_codex":[0.9992917,0.0001874152,0.0001356018,0.0001385541,0.0001599689,0.0000867716],"domain_scores_gemma":[0.9935027,0.002121752,0.001814173,0.0001440183,0.001850389,0.0005669391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002959117,0.00008562746,0.7509171,0.00158386,0.0002729956,0.0007176347,0.0006209365,0.0002285144,0.0001012678,0.0005110273,0.2023243,0.04234079],"study_design_scores_gemma":[0.00009051702,0.0001843157,0.93989,0.002262337,0.0005042975,0.001570257,0.001535209,0.003758938,0.0001773022,0.0006805768,0.04925383,0.00009242881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6199356,0.1108009,0.001291908,0.2030245,0.02395811,0.0001651494,0.03340671,0.0001789045,0.007238162],"genre_scores_gemma":[0.9243487,0.02403447,0.0009510698,0.01341896,0.02939072,0.000149307,0.005366444,0.00003791858,0.002302401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380213,"threshold_uncertainty_score":0.02744359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004141007512199037,"score_gpt":0.2713503166802259,"score_spread":0.2672093091680268,"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."}}