{"id":"W2920997279","doi":"10.1097/ico.0000000000001910","title":"Management of Descemet Membrane's Folds After Deep Anterior Lamellar Keratoplasty: Descemet Membrane—Tucking Technique","year":2019,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Keratoconus; Medicine; Descemet membrane; Ophthalmology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004339235,0.0003248521,0.0006666468,0.0002362871,0.00005037528,0.00002959826,0.0001779625,0.0001866483,0.002134752],"category_scores_gemma":[0.00002927891,0.0003003863,0.0002856177,0.0004703535,0.00008930075,0.0001318864,0.0001599827,0.0002236735,0.0002074184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006207779,"about_ca_system_score_gemma":0.00005571813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003249649,"about_ca_topic_score_gemma":0.00001924577,"domain_scores_codex":[0.9979957,0.00006998495,0.0005534093,0.000509134,0.0003901324,0.0004816384],"domain_scores_gemma":[0.9987569,0.00008909868,0.0001645902,0.0007026255,0.000110201,0.0001765566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009692573,0.001853043,0.4624143,0.01143647,0.001561791,0.002854769,0.00109647,0.0001622536,0.3822578,0.001419174,0.001070603,0.1241808],"study_design_scores_gemma":[0.01250982,0.002273809,0.1306851,0.007590565,0.001869,0.000683943,0.002082261,0.002818346,0.7506097,0.000576806,0.08565439,0.002646249],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770529,0.00114944,0.004722327,0.0001295285,0.0003782102,0.001476495,0.0000138951,0.0001544878,0.01492275],"genre_scores_gemma":[0.9950632,0.0004608944,0.002247014,0.0004852542,0.00005167603,0.0001519515,0.0000263922,0.00006134667,0.001452219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3683519,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008519028169210253,"score_gpt":0.2294600388604026,"score_spread":0.2209410106911923,"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."}}