{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007371142,0.0002485861,0.0002912945,0.0007639385,0.0002688171,0.0006393398,0.0003112867,0.0004553014,0.001209447],"category_scores_gemma":[0.001845918,0.0002092644,0.0002891534,0.0007505926,0.0003398763,0.0006061993,0.0004988373,0.0005749774,0.0001736117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953088,"about_ca_system_score_gemma":0.0002118131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008825652,"about_ca_topic_score_gemma":0.00102704,"domain_scores_codex":[0.9996707,0.00007858006,0.00003723925,0.00006822175,0.00007769688,0.00006756707],"domain_scores_gemma":[0.9978793,0.000304888,0.00113906,0.00007788644,0.0001298915,0.0004691061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005288661,0.00001732509,0.9993902,0.000004252391,0.00001687502,0.00005244893,0.000007996092,0.00002021651,0.00004103906,0.000003909279,0.00002577869,0.0003670731],"study_design_scores_gemma":[0.000005708903,0.00005899183,0.9990801,0.000005896908,0.00001904467,0.0005026039,0.00006319436,0.000152087,0.00003239444,0.00002011697,0.00005752057,0.000002347384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990894,0.0004352363,0.00006381646,0.00004935056,0.000007096162,0.000005343617,0.0001473067,0.000002322775,0.0002001076],"genre_scores_gemma":[0.9995224,0.0001759026,0.00003040059,0.0000140245,0.00002421711,0.0000047358,0.0001809385,7.430461e-7,0.00004655521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209447,"threshold_uncertainty_score":0.004045963,"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."}}