{"id":"W2802712902","doi":"10.1097/ico.0000000000001628","title":"Descemet Membrane Endothelial Keratoplasty After Penetrating Keratoplasty: Features for Success","year":2018,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Descemet membrane; Visual acuity; Ophthalmology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006701151,0.0005707227,0.0003464783,0.002003263,0.0008239689,0.001197496,0.0005246669,0.0005915693,0.002406471],"category_scores_gemma":[0.004452514,0.0002648656,0.0004164353,0.001178952,0.0009535695,0.001198376,0.0005523231,0.0004956297,0.0003780264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000670725,"about_ca_system_score_gemma":0.0009147889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002982482,"about_ca_topic_score_gemma":0.006045424,"domain_scores_codex":[0.9994698,0.0000466561,0.0000816545,0.00005723303,0.0001944312,0.0001502819],"domain_scores_gemma":[0.9966336,0.000574201,0.001680277,0.0001323163,0.0004515415,0.0005280717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004106404,0.00001460736,0.9951161,0.00001241256,0.000008605946,0.002801179,0.0000742918,0.00001649831,0.0002995659,0.0000163896,0.00005367715,0.001545657],"study_design_scores_gemma":[0.000004122598,0.0001275998,0.9742522,0.00003253075,0.00002544694,0.02438937,0.0004890991,0.0001513917,0.0002771823,0.00004531617,0.0001998326,0.000005825466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979418,0.0007527792,0.00009081631,0.00009180888,0.000006586961,0.00001448001,0.00008026758,0.000005944822,0.001015605],"genre_scores_gemma":[0.9996147,0.0001872941,0.00006813354,0.00001160856,0.00001543862,0.000003516898,0.00005279311,0.00000186063,0.00004460596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002982482,"threshold_uncertainty_score":0.008050442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658158192420698,"score_gpt":0.2719482267278168,"score_spread":0.2553666448036098,"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."}}