{"id":"W3036652841","doi":"10.1016/j.ajo.2020.06.007","title":"Factors Associated With Improvement in Vision Following Femtosecond Astigmatic Keratotomy in Post-Keratoplasty Keratoconus Patients","year":2020,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"American Healthcare Professionals and Friends for Medicine in Israel; American Physicians Fellowship for Medicine in Israel","keywords":"Keratoconus; Medicine; Dioptre; Ophthalmology; Visual acuity; Astigmatism; Retrospective cohort study; Optometry; Cornea; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002532895,0.0002142376,0.0008763542,0.0002554894,0.00003192049,0.0000153638,0.00009567684,0.00006216488,0.0001817193],"category_scores_gemma":[0.0005997211,0.0001575521,0.0001537714,0.0006724097,0.00009922047,0.0001656515,0.00003334421,0.0004488348,0.000002577362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374291,"about_ca_system_score_gemma":0.0002556861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006704006,"about_ca_topic_score_gemma":0.00001368416,"domain_scores_codex":[0.9982477,0.0001808833,0.0007289818,0.0002182705,0.0002850185,0.0003390971],"domain_scores_gemma":[0.998656,0.0003018601,0.0005460979,0.00009385979,0.0001427596,0.000259393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008842253,0.0005481646,0.9906688,0.00001539732,0.0001369149,0.002307441,0.0008964854,0.00008953127,0.0007622834,0.000001109019,0.00001668542,0.00367297],"study_design_scores_gemma":[0.004511841,0.01091445,0.9821057,0.00017924,0.0000448081,0.0001638326,0.001638673,0.00008442513,0.0001762644,0.00001155322,0.000009814399,0.0001594219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986613,0.00004144768,0.00001089738,0.0005444949,0.0001190187,0.0003403848,0.000004745688,0.000006304173,0.000271396],"genre_scores_gemma":[0.9992375,0.000001430193,0.00004796601,0.000642678,0.00001780715,0.000007357138,0.00001685605,0.00002174325,0.000006686301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036629,"threshold_uncertainty_score":0.6424789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020415507555736,"score_gpt":0.2733125488704968,"score_spread":0.2531083937949394,"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."}}