{"id":"W2055614605","doi":"10.1016/j.visres.2015.04.001","title":"Increased onset of vergence adaptation reduces excessive accommodation during the orthoptic treatment of convergence insufficiency","year":2015,"lang":"en","type":"article","venue":"Vision Research","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Canadian Optometric Education Trust Fund","keywords":"Convergence insufficiency; Vergence (optics); Orthoptics; Orthoptic; Accommodation; Medicine; Heterophoria; Audiology; Population; Convergence (economics); Psychology; Physical therapy; Physical medicine and rehabilitation; Ophthalmology; Strabismus; Computer science","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":[0.0008427941,0.00007670331,0.0001917969,0.0001852147,0.0001598089,0.000004610127,0.0001029342,0.00004990225,0.0001158094],"category_scores_gemma":[0.0006873829,0.00004614941,0.00004138477,0.0005316665,0.0003690347,0.00008768077,0.00007084807,0.00009506357,0.0000245947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008175171,"about_ca_system_score_gemma":0.0002467915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003659234,"about_ca_topic_score_gemma":0.000006024849,"domain_scores_codex":[0.9984958,0.0003155763,0.000263945,0.0001668161,0.0005788076,0.0001790759],"domain_scores_gemma":[0.9986081,0.0003264394,0.000109015,0.0002323627,0.0006437609,0.00008033383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00725245,0.01138547,0.8158944,0.000528109,0.0002895871,0.0001103574,0.02199485,0.0004111849,0.1277251,0.0003655588,0.0007476378,0.01329524],"study_design_scores_gemma":[0.001473501,0.01137612,0.9201596,0.0001510591,0.00003049096,0.00002596643,0.007156481,0.001918007,0.05753677,0.0000659123,0.00004938055,0.00005672604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981911,0.0004669462,0.00001712682,0.0004018035,0.00007409478,0.0004531115,0.000009150236,0.00000874558,0.000377923],"genre_scores_gemma":[0.9990901,0.000364216,0.0001124597,0.000003833772,0.00002302655,0.0000348888,0.000009788035,0.000005100898,0.0003566028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042652,"threshold_uncertainty_score":0.1881918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2049718297563119,"score_gpt":0.4841148149950655,"score_spread":0.2791429852387536,"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."}}