{"id":"W4210545324","doi":"10.1097/ico.0000000000002978","title":"“Smoldering” Rejection of Keratolimbal Allograft","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Respiratory system; Immunization; Graft rejection; 2019-20 coronavirus outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.00007463275,0.00006082172,0.0001466457,0.00005667033,0.00008295591,0.000002458982,0.00003036992,0.00001792333,0.0008077031],"category_scores_gemma":[0.0000184097,0.00005850861,0.00008167131,0.0001908402,0.00002091157,0.00002020218,0.00005190567,0.00009362142,0.00001365214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005375636,"about_ca_system_score_gemma":0.00004364752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005718698,"about_ca_topic_score_gemma":0.000003652033,"domain_scores_codex":[0.9994658,0.00002610889,0.0001290171,0.000127061,0.0001444535,0.0001075943],"domain_scores_gemma":[0.9996939,0.00002557145,0.00004731289,0.0001582042,0.00002477355,0.00005018898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001167803,0.001494207,0.9173749,0.00008981954,0.000273972,0.000551005,0.0003919626,0.0000968509,0.01565716,0.0006971682,0.007285363,0.05491976],"study_design_scores_gemma":[0.003916096,0.002436694,0.7938957,0.00005539548,0.0003144152,0.001073871,0.0003868744,0.0005266193,0.0240998,0.0005335454,0.1724633,0.0002976181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931219,0.0002191779,0.00003032127,0.0001255392,0.0002967352,0.0001346374,0.000009687269,0.00004577749,0.006016173],"genre_scores_gemma":[0.9982417,0.00001160166,0.00005847847,0.0001476223,0.00003363518,0.0000337432,0.00003796408,0.000009134873,0.001426093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165178,"threshold_uncertainty_score":0.8843783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835148359847579,"score_gpt":0.2497663235644201,"score_spread":0.2314148399659443,"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."}}