{"id":"W2740420864","doi":"10.1097/ico.0000000000001303","title":"Recurrence of Granular Corneal Dystrophy Type 1 After Phototherapeutic Keratectomy, Lamellar Keratoplasty, and Penetrating Keratoplasty in a Single Population","year":2017,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Phototherapeutic keratectomy; Medicine; Single Center; Visual acuity; Ophthalmology; Population; Retrospective cohort study; Corneal transplantation; Surgery; Photorefractive keratectomy; Cornea","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":[0.0001957549,0.0001943728,0.0003818581,0.0001084176,0.0001343703,0.00007827194,0.00008425009,0.0001273348,0.0001179514],"category_scores_gemma":[0.0002006512,0.0001840513,0.00006153184,0.0001512987,0.0001473367,0.0001725396,0.00005539428,0.0002098332,0.000009671911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003613749,"about_ca_system_score_gemma":0.00006696476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424616,"about_ca_topic_score_gemma":0.0003757578,"domain_scores_codex":[0.9987949,0.00005678112,0.0003608327,0.0003417673,0.0001853704,0.0002603746],"domain_scores_gemma":[0.9991023,0.00007518873,0.0002055964,0.0004060676,0.0001037681,0.0001070716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017213,0.0001604755,0.9769432,0.0001351233,0.00001515094,0.00007591374,0.0001950122,0.000007017714,0.01183963,0.00004531345,0.00002466931,0.009541266],"study_design_scores_gemma":[0.001513926,0.0004467281,0.9923524,0.0002896048,0.00004049086,0.000062532,0.00004430898,0.0009715644,0.003531022,0.0002296493,0.0003178014,0.0001999369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977827,0.0008448231,0.00003897236,0.00009029766,0.0002348792,0.0003167427,0.00001010404,0.00002317939,0.0006583174],"genre_scores_gemma":[0.9993641,0.00009718587,0.0002169865,0.0001496698,0.0000482936,0.00001659256,0.00002183988,0.00002219257,0.0000631753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540922,"threshold_uncertainty_score":0.7505394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378091735363175,"score_gpt":0.2683496360400782,"score_spread":0.2445687186864465,"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."}}