{"id":"W2800668114","doi":"10.1097/ico.0000000000001550","title":"Descemet Membrane Endothelial Keratoplasty for Failed Deep Anterior Lamellar Keratoplasty: A Case Series","year":2018,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Descemet membrane; Surgery; Ophthalmology; Corneal transplantation; Visual acuity; Cornea","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000248546,0.0002971049,0.0005298919,0.0001164691,0.0003025093,0.00007058774,0.00008309374,0.0001581114,0.001087832],"category_scores_gemma":[0.0004305682,0.0002609646,0.0002251347,0.000249755,0.0002661384,0.0001788205,0.00005808907,0.0001494557,0.0002001143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004278806,"about_ca_system_score_gemma":0.0001642153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003840336,"about_ca_topic_score_gemma":0.0007245046,"domain_scores_codex":[0.9983801,0.00005251931,0.0003990108,0.0004682803,0.0001794124,0.0005207315],"domain_scores_gemma":[0.9987463,0.0001995077,0.0001034795,0.0004146408,0.0002592325,0.0002768578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07219381,0.003168822,0.228249,0.003421002,0.001840643,0.02872916,0.01040725,0.00002773281,0.3390701,0.004211839,0.03847079,0.2702099],"study_design_scores_gemma":[0.02225834,0.007736725,0.004152886,0.0006020701,0.001008931,0.03806328,0.00363872,0.006704168,0.3127827,0.0007875077,0.6001677,0.00209693],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915561,0.000318171,0.003790394,0.0004154262,0.0009114599,0.0008380683,0.000115731,0.0001915516,0.001863095],"genre_scores_gemma":[0.9945456,0.00006929542,0.00133815,0.00103198,0.0007660758,0.0001158976,0.00004646145,0.00005741524,0.002029078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5616969,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788000727869468,"score_gpt":0.2611000255918165,"score_spread":0.2432200183131218,"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."}}