{"id":"W2801569478","doi":"10.1016/j.jcjo.2017.11.017","title":"Outcomes of the first 250 eyes of Descemet membrane endothelial keratoplasty: Canadian centre experience","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Descemet membrane; Ophthalmology; Visual acuity; Bullous keratopathy; Vitrectomy; Retrospective cohort study; Trabeculectomy; Surgery; Glaucoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003902693,0.0006020829,0.0006084768,0.001148998,0.003579387,0.002470266,0.001261095,0.001037959,0.002254914],"category_scores_gemma":[0.002594671,0.0004477636,0.0007956275,0.002322158,0.0009227031,0.000545006,0.001039022,0.001089717,0.0004502956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02138672,"about_ca_system_score_gemma":0.01459169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8088946,"about_ca_topic_score_gemma":0.8979435,"domain_scores_codex":[0.998949,0.00003497322,0.00005166248,0.0001023303,0.0004187546,0.0004432988],"domain_scores_gemma":[0.9980412,0.0001174379,0.0003201941,0.00006451511,0.0006607897,0.0007958735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007267821,0.0005378473,0.9541222,0.0001381641,0.0002310283,0.007667679,0.001968274,0.0006483388,0.001381502,0.000403055,0.005756181,0.02641897],"study_design_scores_gemma":[0.00003721987,0.000304008,0.9888116,0.00006501627,0.0000837762,0.005265685,0.002318827,0.0002372997,0.0002279031,0.00009922613,0.002473942,0.00007541106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917437,0.001668979,0.0001079284,0.0003183789,0.00003412066,0.00004237488,0.001290947,0.00001555622,0.004777991],"genre_scores_gemma":[0.9957385,0.001232621,0.0001612232,0.000162939,0.00002710255,0.00001157575,0.00153639,0.00001349769,0.001116202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911054,"threshold_uncertainty_score":0.3844616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274262500349744,"score_gpt":0.2613541255680713,"score_spread":0.2386115005645739,"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."}}