{"id":"W4383872975","doi":"10.1177/11206721231187426","title":"Harnessing brain plasticity to improve binocular vision in amblyopia: An evidence-based update","year":2023,"lang":"en","type":"review","venue":"European Journal of Ophthalmology","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Eye Institute; Novartis Pharma; Novartis","keywords":"Neuroplasticity; Visual cortex; Binocular vision; Visual acuity; Psychology; Neuroscience; Medicine; Optometry; Ophthalmology; Computer science; Computer vision","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003521303,0.000507761,0.001517163,0.001265801,0.0001668026,0.000251719,0.001272928,0.0001791906,0.000267188],"category_scores_gemma":[0.004423237,0.000407039,0.0003869015,0.001167546,0.0001261242,0.0005214979,0.0002501542,0.001228801,0.00106474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559043,"about_ca_system_score_gemma":0.0004637066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002184817,"about_ca_topic_score_gemma":2.597832e-7,"domain_scores_codex":[0.990328,0.006194998,0.001630598,0.0007877966,0.0005175989,0.0005410032],"domain_scores_gemma":[0.9968159,0.0009916624,0.001302788,0.0003582579,0.000129187,0.000402218],"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":[0.0003925926,0.0004744501,0.000006550298,0.007773134,0.0000290085,0.06462584,0.0002976067,0.000363096,0.03276967,0.0001358729,0.0005099151,0.8926222],"study_design_scores_gemma":[0.005281378,0.02890906,0.0007259682,0.3087279,0.0009248438,0.09236839,0.0001627816,0.00202378,0.004126417,0.0007918031,0.550878,0.005079688],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09532457,0.8658205,0.01736844,0.00285269,0.01256609,0.003429681,0.0001573959,0.0004605535,0.002020135],"genre_scores_gemma":[0.06814328,0.9193886,0.004348898,0.003232969,0.002429106,0.00002841397,0.00002356077,0.0008998588,0.0015053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8875425,"threshold_uncertainty_score":0.9998382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2321309720945344,"score_gpt":0.4379539675184373,"score_spread":0.2058229954239029,"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."}}