{"id":"W4406600294","doi":"10.1016/j.jcjo.2024.12.007","title":"Improvement of stereopsis following strabismus surgery in adults: a retrospective analysis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Strabismus; Exotropia; Esotropia; Stereopsis; Strabismus surgery; Medicine; Binocular vision; Visual acuity; Ophthalmology; Surgery; Artificial intelligence; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006319887,0.0002454963,0.0006344087,0.00110532,0.0004062707,0.0006415377,0.0003228995,0.0004703019,0.00106257],"category_scores_gemma":[0.002250317,0.0002482784,0.0008322464,0.001728198,0.0003790171,0.0004983945,0.000421596,0.0004132884,0.0001745019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704823,"about_ca_system_score_gemma":0.0006401392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005000412,"about_ca_topic_score_gemma":0.005835351,"domain_scores_codex":[0.9989226,0.0001594915,0.0002997872,0.0002128997,0.0002483745,0.0001567368],"domain_scores_gemma":[0.9973637,0.0004286403,0.001460903,0.0001838326,0.0003475473,0.0002154504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135511,0.00002259534,0.9985899,0.00001717984,0.00005582925,0.0002197691,0.00005130548,0.00001072761,0.00007092794,0.000006397484,0.00003108575,0.0007886913],"study_design_scores_gemma":[0.000005942116,0.0002270391,0.9981917,0.00000938007,0.00006152571,0.0009622479,0.0003261042,0.00004037868,0.00004499617,0.000007035887,0.0001180694,0.000005612057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987702,0.0005544231,0.00006370159,0.0000103532,0.000004256834,0.00001175994,0.0002581852,0.000002229128,0.0003248073],"genre_scores_gemma":[0.999438,0.0001713612,0.00004131978,0.00001659308,0.000006242306,0.000007342947,0.0002678062,0.000001299981,0.00005000543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005000412,"threshold_uncertainty_score":0.009942591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177467506371698,"score_gpt":0.2813441413812746,"score_spread":0.2695694663175576,"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."}}