{"id":"W3138667983","doi":"10.1097/txd.0000000000001138","title":"Intragraft Hyaluronan Increases in Association With Acute Lung Transplant Rejection","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Bronchoalveolar lavage; Lung transplantation; Lung; Confounding; Internal medicine; Cohort; Gastroenterology; Biopsy; Transplantation; Alloimmunity; Incidence (geometry); Immunology","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":[0.0003906514,0.0002357511,0.0004474896,0.0002261499,0.00008906496,0.00003871333,0.00005055816,0.0001592763,0.0001802673],"category_scores_gemma":[0.00002874522,0.0002043121,0.0001174586,0.0006879707,0.00002482536,0.0002380411,0.000001849592,0.000276765,0.0000132335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083486,"about_ca_system_score_gemma":0.0002305094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003986147,"about_ca_topic_score_gemma":0.001275664,"domain_scores_codex":[0.9980847,0.0002708751,0.0004238012,0.0004143353,0.0004773798,0.0003288611],"domain_scores_gemma":[0.9990754,0.0003738528,0.0001112662,0.0001767595,0.0001400379,0.0001227308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002089006,0.0003008207,0.9744038,0.0005096204,0.0004257241,0.00278009,0.001779924,0.0001225418,0.01403658,0.0002574186,0.0000539905,0.003240475],"study_design_scores_gemma":[0.004844193,0.0002346992,0.9207044,0.0005561918,0.001363353,0.001250323,0.000123014,0.0002660838,0.0701028,0.00003650054,0.0002305153,0.000287998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853296,0.0002986274,0.007394894,0.0007337091,0.0001477068,0.0003869568,0.0001785454,0.0001898965,0.005340069],"genre_scores_gemma":[0.9878716,0.00243501,0.007185858,0.0004060929,0.00008326425,0.00005655203,0.001062735,0.00003690373,0.0008620194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05606621,"threshold_uncertainty_score":0.8331606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108415578324419,"score_gpt":0.2860025410315743,"score_spread":0.2749183852483301,"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."}}