{"id":"W2080374257","doi":"10.1067/mpa.2000.105274","title":"Early screening for amblyogenic risk factors lowers the prevalence and severity of amblyopia","year":2000,"lang":"en","type":"article","venue":"Journal of American Association for Pediatric Ophthalmology and Strabismus","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Cohort; Pediatrics; Predictive value; Population; Visual acuity; Referral; Ophthalmology; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091576,0.0001547216,0.0005550382,0.0001129689,0.0002568416,0.00001015588,0.00008430199,0.0001293758,0.00003745401],"category_scores_gemma":[0.0006556989,0.0001085902,0.0002141092,0.0001827325,0.0002533758,0.0001082317,0.00001606997,0.0002775943,3.14186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000435151,"about_ca_system_score_gemma":0.00006535562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000491322,"about_ca_topic_score_gemma":3.761494e-7,"domain_scores_codex":[0.9987283,0.0001419477,0.0005175987,0.0001667868,0.0001864096,0.0002589531],"domain_scores_gemma":[0.997049,0.001281498,0.001225693,0.000084941,0.0002606768,0.00009816286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103672,0.0001605102,0.9959428,0.000130645,0.0003904247,0.000005799054,0.0005124023,0.000006521198,0.00001166905,0.00001042828,0.0001841989,0.001607914],"study_design_scores_gemma":[0.001569942,0.007571326,0.9885776,0.00001295366,0.001188475,0.0003480746,0.0003037353,0.00002680223,0.00001930706,0.0002069208,0.00007861849,0.00009623209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979998,0.0007058754,0.00004765947,0.0004885471,0.0001415119,0.0004120273,0.0001166974,0.000005648191,0.00008217492],"genre_scores_gemma":[0.9965695,0.001638237,0.0006527397,0.00003374981,0.0002194042,0.000009970049,0.000003055392,0.0000109517,0.0008624485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007410815,"threshold_uncertainty_score":0.4428179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114686445852737,"score_gpt":0.3212726150715995,"score_spread":0.3001257506130722,"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."}}