{"id":"W2100303378","doi":"10.1016/s0886-3350(01)00958-0","title":"Diffuse lamellar keratitis: Incidence, associations, outcomes, and a new classification system","year":2001,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; LASIK; Incidence (geometry); Ophthalmology; Visual acuity; Odds ratio; Refractive error; Keratomileusis; Single Center; Surgery; Internal medicine","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":[0.001568702,0.0002996783,0.0003992023,0.002780466,0.0002994693,0.0008002135,0.0004013267,0.0004407105,0.001135837],"category_scores_gemma":[0.005476402,0.0001499619,0.0003952194,0.001969324,0.0004972419,0.001086713,0.0007400354,0.0003188207,0.0001899522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081706,"about_ca_system_score_gemma":0.0005267858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259829,"about_ca_topic_score_gemma":0.003518042,"domain_scores_codex":[0.998961,0.0002386967,0.0002426631,0.0001763816,0.0002708301,0.0001104975],"domain_scores_gemma":[0.9917488,0.001444553,0.004996598,0.0002425907,0.001056374,0.0005110909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007933806,0.000006582925,0.9973304,0.0000226204,0.00001826065,0.00004936342,0.00001760229,0.00002659992,0.00006415098,0.000009945042,0.00004395803,0.002331147],"study_design_scores_gemma":[0.00001613819,0.0001015339,0.99757,0.0000392935,0.00003440362,0.001481989,0.0001250407,0.000321507,0.00004876263,0.00003226138,0.0002246427,0.000004527218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939575,0.004553596,0.0002683449,0.0001109638,0.00002116481,0.00001990563,0.0004759411,0.000008214596,0.0005844127],"genre_scores_gemma":[0.9981073,0.0007827011,0.0004238342,0.00001666246,0.00004288402,0.00001673149,0.0005553775,0.000002422699,0.00005216584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002780466,"threshold_uncertainty_score":0.008296192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201840299529465,"score_gpt":0.2948955821050205,"score_spread":0.2528771791097258,"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."}}