{"id":"W4283399412","doi":"10.1097/tp.0000000000004222","title":"New-onset Obesity After Lung Transplantation: Incidence, Risk Factors, and Clinical Outcomes","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University Health Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Body mass index; Internal medicine; Hazard ratio; Odds ratio; Obesity; Overweight; Lung transplantation; Risk factor; Transplantation; Incidence (geometry); Metabolic syndrome; Confidence interval; Diabetes mellitus; Gastroenterology; Endocrinology","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":[0.0007057441,0.0003022748,0.0005381579,0.0002040246,0.000375437,0.00003656443,0.000111506,0.000122455,0.0008059086],"category_scores_gemma":[0.00002827755,0.0002572157,0.000269843,0.0002632806,0.00007374342,0.0002590188,0.00001178727,0.0005768927,0.000009903505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006026018,"about_ca_system_score_gemma":0.0001543616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008927698,"about_ca_topic_score_gemma":0.0004202787,"domain_scores_codex":[0.9974508,0.0004839278,0.0006912671,0.0005000216,0.0005739762,0.0003000096],"domain_scores_gemma":[0.9984152,0.000846697,0.0001700897,0.0002439015,0.00004005513,0.0002840693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001757152,0.0001082558,0.9925388,0.0002739498,0.0001760414,0.0002175911,0.003321826,0.00002575934,0.00003266143,0.0001055933,0.00009742533,0.001344943],"study_design_scores_gemma":[0.004235472,0.0002882269,0.9918731,0.00005153018,0.001796442,0.0004644401,0.0002539876,0.000125629,0.0002324652,0.0002203787,0.0001733651,0.0002849408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581884,0.0002319332,0.0390086,0.0003635293,0.0005143792,0.0005920756,0.0007878817,0.0001509607,0.0001622111],"genre_scores_gemma":[0.9811591,0.003023547,0.01399688,0.0005017776,0.00008862103,0.00004902161,0.000784093,0.0000347711,0.0003622054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02501172,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406540473409267,"score_gpt":0.3463792377271324,"score_spread":0.3223138329930397,"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."}}