{"id":"W4400483543","doi":"10.1016/j.transproceed.2024.04.026","title":"Impact of Transplant Body Mass Index and Post-Transplant Weight Changes on the Development of Chronic Lung Allograft Dysfunction Phenotypes","year":2024,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal","funders":"Université de Montréal","keywords":"Body mass index; Medicine; Lung; Lung transplantation; Phenotype; Transplantation; Body weight; Internal medicine; Pathology; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001537086,0.0003090939,0.0004072275,0.0004566009,0.0002424803,0.00129113,0.0003947088,0.0005085175,0.001647009],"category_scores_gemma":[0.002827118,0.0001241414,0.0006315521,0.0004517501,0.0003370619,0.0005990903,0.0005738017,0.001188038,0.0002023371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003327457,"about_ca_system_score_gemma":0.00053811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000907717,"about_ca_topic_score_gemma":0.001165738,"domain_scores_codex":[0.9992259,0.0002871825,0.00005057975,0.0000987507,0.0001495264,0.0001880678],"domain_scores_gemma":[0.9974635,0.000588236,0.0009391239,0.000186968,0.0001903613,0.0006318794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002758557,0.0002901277,0.9862423,0.00001641206,0.0002632041,0.0001072277,0.00004593753,0.0001158885,0.001060255,0.00008558363,0.0001154642,0.008899052],"study_design_scores_gemma":[0.000009494061,0.0003785978,0.9988715,0.000004460551,0.0000773655,0.00009904498,0.00006440249,0.0001893617,0.0001525978,0.00004418545,0.0001051972,0.000003856198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982698,0.0005143076,0.0001140144,0.0001187126,0.00002605612,0.000004195235,0.000105696,0.000005004384,0.000842229],"genre_scores_gemma":[0.9994535,0.00009189596,0.00004448237,0.00002691901,0.00002809425,0.000002589844,0.0001122961,0.000002501333,0.0002376992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001647009,"threshold_uncertainty_score":0.008129001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551970916538805,"score_gpt":0.2931191049617917,"score_spread":0.2775993957964036,"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."}}