{"id":"W2103086094","doi":"10.1016/j.ophtha.2009.12.039","title":"Deep Lamellar Endothelial Keratoplasty","year":2010,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Visual acuity; Dioptre; Bullous keratopathy; Ophthalmology; Astigmatism; Surgery; Corneal transplantation; Prospective cohort study; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001052791,0.0001009288,0.0002015631,0.00005418418,0.00005439632,0.00000584681,0.00005498117,0.0001629277,0.006301976],"category_scores_gemma":[0.000167358,0.00008781582,0.00008307631,0.00008928319,0.0001051337,0.00002662792,0.00002968119,0.0003009765,0.0005095015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006035837,"about_ca_system_score_gemma":0.00005910045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004911068,"about_ca_topic_score_gemma":0.00001437302,"domain_scores_codex":[0.9993134,0.00002553695,0.0001340266,0.0001987184,0.00008367372,0.0002447025],"domain_scores_gemma":[0.9994554,0.000104705,0.00003073928,0.0002429067,0.00003706715,0.0001291955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006588618,0.0004604965,0.868223,0.000039629,0.00006236499,0.003502846,0.0001479742,0.000005560156,0.1075635,0.004811787,0.001422194,0.01310182],"study_design_scores_gemma":[0.004859063,0.001338599,0.6866581,0.00002057156,0.0001486038,0.07069784,0.0001821678,0.0006696848,0.02071308,0.006059161,0.2079338,0.0007193256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106681,0.00004926388,0.00004026253,0.0004946557,0.0009085208,0.0001025426,0.000002703606,0.0000390844,0.08769489],"genre_scores_gemma":[0.9962131,0.00000518769,0.0004625528,0.0003376167,0.0002462541,0.0000115257,0.00001389305,0.00001467727,0.002695145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2065116,"threshold_uncertainty_score":0.9946064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120092583648547,"score_gpt":0.2700901234513166,"score_spread":0.2580808650864619,"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."}}