{"id":"W2147976422","doi":"10.1016/j.ajo.2015.07.031","title":"Terrien Marginal Degeneration: Clinical Characteristics and Outcomes","year":2015,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Visual acuity; Astigmatism; Dioptre; Cornea; Surgery; Ophthalmology; Presentation (obstetrics); Corneal topography; Perforation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005682972,0.00008956522,0.0005631956,0.00008174832,0.0000224751,0.000008650469,0.00005319935,0.00004113478,0.00009098274],"category_scores_gemma":[0.0005167684,0.00006667065,0.0001003531,0.00009109778,0.0003627815,0.00005839246,0.00002595756,0.0002037547,0.000007368503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001835942,"about_ca_system_score_gemma":0.0002106171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001810479,"about_ca_topic_score_gemma":2.599319e-7,"domain_scores_codex":[0.9989734,0.0001394701,0.0005063392,0.0001018659,0.000139838,0.0001391372],"domain_scores_gemma":[0.9988195,0.0001826783,0.0003750932,0.0001034613,0.0001815027,0.0003378091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006341705,0.0001176174,0.9718868,0.00000309066,0.00005922353,0.001904406,0.00008085369,5.882422e-7,0.00001945909,0.00004301473,0.0004683328,0.02478244],"study_design_scores_gemma":[0.0009006188,0.003217832,0.9463007,0.00001017262,0.00006985138,0.04675755,0.0003368309,0.00001482061,0.00000636811,0.0001050441,0.002211357,0.00006879649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995263,0.000124508,0.0001093325,0.002502545,0.0004652866,0.00004048067,0.000001877853,0.000003925153,0.001489026],"genre_scores_gemma":[0.9973153,0.0000263192,0.001600011,0.0005668344,0.0002588717,8.275859e-7,0.000003070082,0.000008198689,0.0002205524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04485315,"threshold_uncertainty_score":0.271875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723342668231282,"score_gpt":0.3751898259371576,"score_spread":0.3079563992548447,"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."}}