{"id":"W2890803120","doi":"10.1101/418871","title":"Inverse occlusion, a binocularly motivated treatment for amblyopia","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Ministry of Human Resources and Social Security; National Natural Science Foundation of China; Wenzhou Medical University","keywords":"Visual acuity; Ocular dominance; Occlusion; Accommodation; Strabismus; Medicine; Stereoscopic acuity; Stereopsis; Optometry; Ophthalmology; Audiology; Psychology; Optics; Physics; Surgery; Visual cortex","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003865595,0.0007680812,0.001074466,0.000344431,0.000383368,0.00006462297,0.0002415989,0.0006810496,0.0001077618],"category_scores_gemma":[0.0003729724,0.0006693703,0.00039481,0.0003422906,0.0003186068,0.00009362227,0.0004538758,0.0003970143,0.0001670422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006040203,"about_ca_system_score_gemma":0.0006861985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006816941,"about_ca_topic_score_gemma":0.000001782662,"domain_scores_codex":[0.9971832,0.0001071003,0.0005723939,0.001136201,0.0002875675,0.0007135263],"domain_scores_gemma":[0.9970854,0.00009218592,0.0003628497,0.001187925,0.0008947895,0.0003768726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002034449,0.004400482,0.4418991,0.002414225,0.004452068,0.000798274,0.0001199004,0.000009310319,0.5315871,0.0002830299,0.01199961,0.000002416259],"study_design_scores_gemma":[0.009428528,0.009032454,0.6283857,0.00186601,0.002502849,5.831475e-7,0.00001620935,0.0007389284,0.3310193,0.00001097778,0.01530292,0.001695627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935947,0.0005749871,0.0004253619,0.0005741953,0.001463828,0.002633136,0.0002672904,0.0004535344,0.00001296316],"genre_scores_gemma":[0.9922884,0.0002763363,0.005143437,0.0005064711,0.0009321988,0.0005959639,0.000002785074,0.0001474166,0.0001070027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005679,"threshold_uncertainty_score":0.9995757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796271588627374,"score_gpt":0.3043084117540842,"score_spread":0.2663456958678104,"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."}}