{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000902638,0.0003345177,0.0003716194,0.0006259087,0.0002523402,0.0008191491,0.0003754019,0.0005420056,0.002137187],"category_scores_gemma":[0.003098674,0.000146571,0.000376224,0.0008813139,0.0003633043,0.0003459146,0.0003585281,0.0008873757,0.0002719456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529812,"about_ca_system_score_gemma":0.0002431614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006924939,"about_ca_topic_score_gemma":0.000565283,"domain_scores_codex":[0.9990857,0.0002517946,0.00009107801,0.0002149269,0.0002275365,0.0001289708],"domain_scores_gemma":[0.9937303,0.00111186,0.003798582,0.0003723627,0.0003117553,0.0006751496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003323287,0.00001734266,0.9964624,0.00001237412,0.000058932,0.0001002074,0.00001690918,0.00002953987,0.0008824652,0.00001594339,0.00005329534,0.002018202],"study_design_scores_gemma":[0.000003497717,0.00008284966,0.9986662,0.00000399936,0.00003414043,0.0006744819,0.00002670076,0.0001388742,0.0002311762,0.00002580882,0.0001103746,0.00000202387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975166,0.001590224,0.0002830435,0.0001020787,0.00001404567,0.000003178595,0.0001483804,0.00002145643,0.0003210042],"genre_scores_gemma":[0.9994878,0.0001640928,0.00009445952,0.0000164983,0.00002684582,0.000002209392,0.00009687911,0.000003166598,0.0001080507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002137187,"threshold_uncertainty_score":0.007149577,"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."}}