{"id":"W4282838840","doi":"10.1016/j.isci.2022.104598","title":"Modulation of mean luminance improves binocular balance across spatial frequencies in amblyopia","year":2022,"lang":"en","type":"article","venue":"iScience","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Science Fund for Distinguished Young Scholars of Zhejiang Province; Canadian Institutes of Health Research; National Natural Science Foundation of China; National Key Research and Development Program of China; Wenzhou Medical University","keywords":"Monocular; Binocular vision; Luminance; Balance (ability); Spatial frequency; Accommodation; Optometry; Optics; Medicine; Physics; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005133931,0.00009877544,0.0001333874,0.00008293149,0.0003772498,0.00004613371,0.0004927926,0.0000258068,0.00009538911],"category_scores_gemma":[0.0002020219,0.00009934234,0.00003527517,0.0008601325,0.0002802093,0.000359697,0.0001886246,0.0001540402,0.00001098196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007171318,"about_ca_system_score_gemma":0.00007454859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002649048,"about_ca_topic_score_gemma":0.00007342455,"domain_scores_codex":[0.9983395,0.0001122495,0.0002429712,0.0004409706,0.0005675307,0.0002967887],"domain_scores_gemma":[0.999515,0.00003778868,0.0001532563,0.0002230575,0.00003027274,0.00004059979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001170575,0.00004878495,0.001085431,0.00001262365,1.302076e-7,0.000004524991,0.002637547,0.001323106,0.9796213,0.001310646,0.00000717055,0.01393701],"study_design_scores_gemma":[0.0004236992,0.0002809433,0.06674404,0.00002483842,0.000001376818,0.00002082453,0.0009935099,0.1222589,0.8037608,0.004665301,0.0005606041,0.0002651978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927204,0.00004729771,0.006172934,0.0001249165,0.0004051909,0.0001362206,0.0000227705,0.00003983341,0.0003304923],"genre_scores_gemma":[0.9989129,0.000009802776,0.0003413876,0.0003418971,0.00001984534,0.0000293514,0.000001209911,0.000007520642,0.0003361199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1758606,"threshold_uncertainty_score":0.4051063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04136655990877232,"score_gpt":0.3178792118295876,"score_spread":0.2765126519208153,"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."}}