{"id":"W3086047539","doi":"10.1177/1526924820958152","title":"Readmissions After Lung Transplantation","year":2020,"lang":"en","type":"review","venue":"Progress in Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine; Lung transplantation; Intensive care medicine; Transplantation; Lung; Intensive care unit; Psychological intervention; Mechanical ventilation; Obstructive lung disease; Emergency medicine; Surgery; Internal medicine; COPD","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":[0.0003085452,0.0006780901,0.001959382,0.0005909265,0.00007479022,0.00005829986,0.0001849307,0.0005819785,0.0001849083],"category_scores_gemma":[0.00001717989,0.000556203,0.0006046279,0.000815296,0.00009818032,0.0002246077,0.000006505223,0.00085257,0.00006652232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558528,"about_ca_system_score_gemma":0.0004223556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009809683,"about_ca_topic_score_gemma":0.00002648672,"domain_scores_codex":[0.9965647,0.0003849834,0.001257322,0.0008001575,0.000528866,0.0004639502],"domain_scores_gemma":[0.9987172,0.000325477,0.0002813111,0.0003059698,0.00006089186,0.0003091408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006715051,0.0001218768,0.00472507,0.1382743,0.0001723805,0.003852685,0.001621158,6.50668e-7,5.475223e-7,0.000146036,0.00001375076,0.8504],"study_design_scores_gemma":[0.007391819,0.000500717,0.02868855,0.1838931,0.02627799,0.005881129,0.00009141456,0.0002050584,0.00006604259,0.0001443232,0.7444833,0.002376547],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007348315,0.992361,0.003542006,0.0002591665,0.0002973716,0.002285793,0.0004925328,0.0002136492,0.0004750179],"genre_scores_gemma":[0.0005395485,0.9807557,0.01383556,0.0001118033,0.0002315399,0.001048272,0.003274355,0.0001291584,0.00007398832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8480235,"threshold_uncertainty_score":0.9996889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05010124743781699,"score_gpt":0.4141580996804107,"score_spread":0.3640568522425937,"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."}}