{"id":"W4404098445","doi":"10.1183/13993003.congress-2024.pa3461","title":"Incidence of tidal expiratory flow limitation in lung transplant patients with and without chronic lung allograft dysfunction","year":2024,"lang":"en","type":"article","venue":"","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung; Incidence (geometry); Lung transplantation; Internal medicine; Cardiology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000417573,0.0001665109,0.0002220369,0.0008920549,0.0001828283,0.0003667095,0.0002581942,0.0004749385,0.002112247],"category_scores_gemma":[0.001583248,0.0001267401,0.0002135705,0.0004235964,0.0002863398,0.0004231597,0.000374206,0.0003405933,0.0002802155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234082,"about_ca_system_score_gemma":0.0001632873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073406,"about_ca_topic_score_gemma":0.00234673,"domain_scores_codex":[0.9997447,0.00003875936,0.00003515185,0.00006879504,0.00004880681,0.00006375317],"domain_scores_gemma":[0.9988845,0.0002540408,0.0005166066,0.00006097353,0.000080468,0.0002034306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008588947,0.000009025916,0.9990729,0.000002446017,0.000005380942,0.00005554455,0.0000173639,0.000009488189,0.0001058647,0.000004489775,0.00002534168,0.0006061567],"study_design_scores_gemma":[0.000002373147,0.00005707456,0.9993846,0.000001889463,0.000005552784,0.0003259296,0.00007630242,0.00006238464,0.00004057008,0.0000056864,0.00003598913,0.000001626277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995831,0.0001070887,0.00001895192,0.00001340204,0.000002381486,0.000001674679,0.00008362571,0.000001787102,0.0001880454],"genre_scores_gemma":[0.9997595,0.00002976894,0.00001357427,0.000007923306,0.000005461143,0.000001723425,0.0001217609,6.412992e-7,0.00005957232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002112247,"threshold_uncertainty_score":0.007066131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063797826522344,"score_gpt":0.2769924466580023,"score_spread":0.2663544683927789,"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."}}