{"id":"W2792250032","doi":"10.1111/aos.13720","title":"Clinical feasibility of using multiple grafts from a single donor for Quarter‐DMEK","year":2018,"lang":"en","type":"letter","venue":"Acta Ophthalmologica","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Descemet membrane; Eye bank; Surgery; Corneal transplantation; Visual acuity; Ophthalmology; Quarter (Canadian coin); Corneal graft; Transplantation; Cornea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005981632,0.000453207,0.001526378,0.0001062612,0.0001024164,0.00002239113,0.0003105557,0.001577285,0.0009175033],"category_scores_gemma":[0.00242025,0.0003609326,0.0009791546,0.0001645019,0.0005149609,0.00007053238,0.0001242719,0.0009223971,0.00002074296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009050743,"about_ca_system_score_gemma":0.0002033783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003362658,"about_ca_topic_score_gemma":0.000006508137,"domain_scores_codex":[0.9966194,0.0003000708,0.001148971,0.001047671,0.0003165021,0.0005673965],"domain_scores_gemma":[0.9945534,0.003242266,0.0006818268,0.001054223,0.0003180845,0.0001501636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002777297,0.001750584,0.3387472,0.0004387033,0.0003524902,0.0007349674,0.0001277498,3.132905e-7,0.001341358,4.804358e-7,0.6522973,0.001431591],"study_design_scores_gemma":[0.01307234,0.01645024,0.2380068,0.001662033,0.002923127,0.001274701,0.0006697438,0.001219851,0.0005819336,0.005124647,0.7161815,0.002833038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558638,0.0002667915,0.0001525195,0.04002097,0.000915329,0.001416618,0.0006409078,0.00006974838,0.0006532831],"genre_scores_gemma":[0.9471296,0.00001331571,0.00536516,0.04289456,0.002935767,0.00004932741,0.001279971,0.00005731791,0.0002750047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007404,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2188460546274858,"score_gpt":0.3864559196617641,"score_spread":0.1676098650342783,"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."}}