{"id":"W4410235257","doi":"10.57204/001c.136431","title":"Reaching 20/20 with Vision Therapy: Vision Therapy in Managing Moderate Refractive Amblyopia after Patching","year":2025,"lang":"en","type":"article","venue":"CRO (Clinical & Refractive Optometry) Journal","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optometry; Medicine; Ophthalmology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003577733,0.0005822303,0.001333065,0.001087181,0.0007839336,0.0002344916,0.0002737886,0.0004462364,0.0002382805],"category_scores_gemma":[0.0005856937,0.0003930996,0.0003892527,0.001149154,0.000383268,0.001129935,0.0002260549,0.004013702,0.00002844933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091484,"about_ca_system_score_gemma":0.0002587355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003678197,"about_ca_topic_score_gemma":0.000005990071,"domain_scores_codex":[0.9951179,0.001095047,0.001376081,0.0009178329,0.0006463532,0.0008467976],"domain_scores_gemma":[0.9962792,0.00172391,0.0007248252,0.0004971292,0.0004530484,0.0003218277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04927534,0.004083449,0.8438486,0.00006183474,0.001481911,0.001192213,0.001095804,0.00004190359,0.002252643,0.00001868918,0.000602857,0.09604472],"study_design_scores_gemma":[0.01182245,0.009794617,0.9689373,0.002423233,0.0001410292,0.0002786682,0.00116234,0.0007710989,0.0005658557,0.001057017,0.002583197,0.0004631862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982515,0.002461014,0.003892992,0.00528947,0.0006912618,0.0007211139,0.000006081651,0.00006117771,0.004361941],"genre_scores_gemma":[0.9876924,0.005283805,0.001885883,0.002805241,0.0004436271,0.00004224,0.000008346649,0.00006814053,0.001770313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250887,"threshold_uncertainty_score":0.9998521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782308217046531,"score_gpt":0.4674770246516939,"score_spread":0.4296539424812286,"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."}}