{"id":"W3156908458","doi":"10.1111/ctr.14315","title":"Atelectasis in primary graft dysfunction survivors after lung transplantation","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Atelectasis; Lung; Lung transplantation; Pulmonary function testing; Lung volumes; Transplantation; Internal medicine; Radiology; Urology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009529486,0.0002669817,0.0006176995,0.0002090091,0.00007484629,0.00003458814,0.00006641881,0.0003379663,0.0002943521],"category_scores_gemma":[0.00007437552,0.0002561216,0.0003383194,0.0006127344,0.00008989025,0.0002998311,0.000003959246,0.0005101337,0.00004668355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008995998,"about_ca_system_score_gemma":0.0002270527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006594104,"about_ca_topic_score_gemma":0.0007802668,"domain_scores_codex":[0.9968463,0.0005612617,0.001173324,0.0006390412,0.0004217627,0.0003583368],"domain_scores_gemma":[0.9983817,0.0008814245,0.0001215926,0.0002681551,0.0001602786,0.0001868455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004838608,0.0004734337,0.9644283,0.002270047,0.0001283536,0.002536674,0.001092623,0.00005059442,0.003642677,0.0001559703,0.00002300175,0.02035971],"study_design_scores_gemma":[0.005942598,0.000169326,0.9857405,0.0004935614,0.000760478,0.0004784122,0.00008661336,0.0001935542,0.005472683,0.0001853901,0.0001962733,0.0002806545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945167,0.0005055838,0.04963648,0.0007322241,0.0008870334,0.000470989,0.00009647736,0.0001276666,0.002376562],"genre_scores_gemma":[0.9684938,0.01076468,0.01636205,0.001603021,0.000258912,0.00008736141,0.001980773,0.00004801522,0.0004014031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03327443,"threshold_uncertainty_score":0.9999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366121757782986,"score_gpt":0.367059282978501,"score_spread":0.3304471072002024,"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."}}