{"id":"W3198190833","doi":"10.1007/s40123-021-00394-7","title":"Recent Advances in Screening and Treatment for Amblyopia","year":2021,"lang":"en","type":"review","venue":"Ophthalmology and Therapy","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Optometry; Ophthalmology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001902208,0.000395351,0.001957709,0.0001530027,0.0001345525,0.000009065136,0.00003988053,0.0004001368,0.0001035216],"category_scores_gemma":[0.00003909507,0.0002742164,0.0001796225,0.0001340367,0.0001923361,0.00005117773,0.00003757566,0.0001966277,0.00000159765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000367191,"about_ca_system_score_gemma":0.00008508625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004044037,"about_ca_topic_score_gemma":9.322841e-7,"domain_scores_codex":[0.9985893,0.0001725515,0.0003544004,0.0005230258,0.00004861516,0.0003120727],"domain_scores_gemma":[0.9991493,0.0004317611,0.000130777,0.0001714594,0.00003841787,0.00007833198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002667143,0.0003768985,0.004842913,0.001408413,0.0004436023,0.0004772254,0.00007319315,2.88948e-8,1.975258e-7,0.0001141877,0.00001467238,0.991982],"study_design_scores_gemma":[0.002569145,0.005170203,0.001337274,0.003247392,0.0003123522,0.008463796,0.00005542097,0.000001007958,0.000001178326,0.0001162658,0.9784971,0.0002288432],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005918286,0.9919148,0.0000027058,0.0001719531,0.0001832805,0.001298517,0.00002023017,0.00001272919,0.0004774962],"genre_scores_gemma":[0.0001789186,0.997801,0.000344521,0.0000559013,0.0001359797,0.0005282442,0.0001240018,0.00003188509,0.0007995551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917531,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1689689390914723,"score_gpt":0.4723630270333261,"score_spread":0.3033940879418538,"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."}}