{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000132327,0.0001496876,0.0003290096,0.0002057918,0.0002265708,0.0001070048,0.0001165808,0.0001799995,0.0006595278],"category_scores_gemma":[0.0002521682,0.00004661573,0.0002160957,0.0001279216,0.0001535915,0.00007956368,0.0001265053,0.000243633,0.0000785674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009845937,"about_ca_system_score_gemma":0.000212393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00077221,"about_ca_topic_score_gemma":0.002661254,"domain_scores_codex":[0.9999278,0.00001428966,0.000005255324,0.00001209397,0.00001858608,0.00002200743],"domain_scores_gemma":[0.9999253,0.00001366399,0.00002782234,0.00000522396,0.000004410947,0.00002361704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03420568,0.01843411,0.3164226,0.0006907056,0.0003254657,0.006569737,0.0006611274,0.0005082134,0.1630754,0.0002861262,0.001998096,0.4568228],"study_design_scores_gemma":[0.00127954,0.143163,0.8354344,0.00006736587,0.0001571943,0.007748209,0.0002774747,0.0007457544,0.007006152,0.0001419397,0.003956981,0.00002201659],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988206,0.0006863931,0.00009195844,0.00002759385,0.000008354339,0.00002062801,0.00002309831,0.000005128531,0.0003162735],"genre_scores_gemma":[0.9984502,0.0006164823,0.0002533237,0.00005054583,0.00002202589,0.00002167945,0.00008991703,0.000001342056,0.0004944187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00077221,"threshold_uncertainty_score":0.002206326,"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."}}