{"id":"W4225311980","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a4803","title":"Multiple Breath Washout Testing to Identify Pulmonary Chronic Graft versus Host Disease in Children After Haematopoietic Stem Cell Transplantation","year":2022,"lang":"en","type":"article","venue":"","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transplantation; Stem cell; Haematopoiesis; Hematopoietic stem cell transplantation; Disease; Medicine; Washout; Internal medicine; Biology; Cell biology","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":[0.001996497,0.0006871799,0.0008991389,0.001283164,0.0004358696,0.001168772,0.0005609254,0.0007843871,0.0005952806],"category_scores_gemma":[0.003742786,0.0002174569,0.000537983,0.001074798,0.0006302824,0.0009861431,0.0007056399,0.001204938,0.0001489555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009574249,"about_ca_system_score_gemma":0.001171674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770942,"about_ca_topic_score_gemma":0.00668864,"domain_scores_codex":[0.9986495,0.0004380538,0.0001186758,0.0001404678,0.0003744237,0.000278858],"domain_scores_gemma":[0.9976109,0.0009645676,0.0006201923,0.00007767682,0.0003751891,0.0003514709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002129469,0.0001364553,0.9902775,0.00005164785,0.00006292892,0.0005297742,0.000107017,0.00007478734,0.000315693,0.00004644675,0.0001826232,0.008002138],"study_design_scores_gemma":[0.00005048106,0.001226232,0.9893578,0.0002023825,0.0001641662,0.004288963,0.001034081,0.001123273,0.00154195,0.0001282184,0.0008594622,0.00002304329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913538,0.005758032,0.0008378798,0.0003111543,0.0000616359,0.00005992535,0.0002753348,0.00001661376,0.001325458],"genre_scores_gemma":[0.9973553,0.001204235,0.0008728333,0.0001092581,0.00004165818,0.00003238722,0.0002030251,0.000005140855,0.0001761831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770942,"threshold_uncertainty_score":0.01055866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243538532421405,"score_gpt":0.3037479357706436,"score_spread":0.2793940825285031,"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."}}