{"id":"W2747157457","doi":"10.1097/tp.0000000000001919","title":"The Impact of Waiting List BMI Changes on the Short-term Outcomes of Lung Transplantation","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Underweight; Body mass index; Obesity; Mechanical ventilation; Intensive care unit; Transplantation; Overweight; Pediatrics; Internal medicine; Surgery","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":[0.001355434,0.00017425,0.0001647742,0.0006676713,0.0002916177,0.0006920129,0.0003196372,0.0002304142,0.001639065],"category_scores_gemma":[0.005607595,0.00009660039,0.0003227576,0.0007469609,0.0003267964,0.000526532,0.0005430544,0.0007390952,0.0001534895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995401,"about_ca_system_score_gemma":0.0004642411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618107,"about_ca_topic_score_gemma":0.002531719,"domain_scores_codex":[0.9991352,0.0001839665,0.0001883099,0.00009441558,0.0002457025,0.0001524717],"domain_scores_gemma":[0.9896685,0.001563039,0.007002336,0.000194364,0.0005203416,0.001051417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079225,0.00001686889,0.9974315,0.00001672509,0.0000301144,0.00006600771,0.00002647203,0.00004657609,0.0001064261,0.00001536312,0.00005485666,0.00208117],"study_design_scores_gemma":[0.000001751957,0.00008017533,0.9992762,0.00001176938,0.00001427092,0.0002432159,0.00006887601,0.0001188023,0.00006129138,0.0000211588,0.00009980112,0.0000026678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980732,0.0009788658,0.0001054114,0.0001426419,0.00002186228,0.000003630664,0.0002601329,0.000003320051,0.0004109241],"genre_scores_gemma":[0.9994024,0.0001724161,0.00004850676,0.00002679197,0.00003329779,0.000002555095,0.0002727664,0.000001561833,0.00003967042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001639065,"threshold_uncertainty_score":0.007168353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07806089942284695,"score_gpt":0.4047480432640951,"score_spread":0.3266871438412481,"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."}}