{"id":"W4403021208","doi":"10.1097/icl.0000000000001131","title":"Corneal Epithelial Hyperplasia Related to Chronic Eye Rubbing Mimicking Keratoconus","year":2024,"lang":"en","type":"article","venue":"Eye & Contact Lens Science & Clinical Practice","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Sherbrooke O.E.M (Canada); Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Ectasia; Keratoconus; Medicine; Rubbing; Ophthalmology; Cornea; Corneal topography; Astigmatism; Surgery; Optics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000244101,0.000796193,0.0004205953,0.001244242,0.001182014,0.0006681058,0.0004189888,0.001505946,0.00197687],"category_scores_gemma":[0.001534918,0.0005806938,0.0004511231,0.0007817891,0.0008120269,0.000515416,0.0007900146,0.001038212,0.0004885468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573779,"about_ca_system_score_gemma":0.0003722697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521402,"about_ca_topic_score_gemma":0.001795627,"domain_scores_codex":[0.9995781,0.00006386667,0.00004054729,0.00006815944,0.0000623266,0.000187032],"domain_scores_gemma":[0.9987724,0.0003510083,0.0003739819,0.0001395557,0.00007731439,0.0002857515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009181383,0.00003277318,0.02922619,0.0000654459,0.0000126547,0.9645796,0.0001467665,0.00004689092,0.004015577,0.00007620256,0.0001271939,0.001578923],"study_design_scores_gemma":[0.00002113274,0.00009208808,0.02483771,0.00001117091,0.00001305864,0.9736242,0.0001197895,0.0001461142,0.0007034597,0.00007656966,0.0003482189,0.000006457181],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922117,0.002758964,0.0006342873,0.0002290526,0.00006112162,0.0000599297,0.00006787965,0.00007671326,0.003900474],"genre_scores_gemma":[0.9988644,0.0003543315,0.0002197125,0.00010381,0.00009591977,0.000005336344,0.00002566969,0.000004751958,0.0003259787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00197687,"threshold_uncertainty_score":0.006613314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475594315740819,"score_gpt":0.4166397796065406,"score_spread":0.3718838364491324,"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."}}