{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006610453,0.0002184021,0.0003898951,0.00008925724,0.0005231405,0.00005260744,0.0002700446,0.00009131007,0.00003629157],"category_scores_gemma":[0.00006309316,0.0001114781,0.0002802415,0.00007495732,0.0002145903,0.0001139429,0.000003944475,0.000185785,0.000001883298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000314729,"about_ca_system_score_gemma":0.00005871717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004456888,"about_ca_topic_score_gemma":0.0004954448,"domain_scores_codex":[0.9985689,0.0001348117,0.0004536714,0.0001991481,0.000405632,0.0002378179],"domain_scores_gemma":[0.9979174,0.001084807,0.000321972,0.0004976528,0.0001178711,0.00006033031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002054862,0.0001094635,0.9284304,0.0009283564,0.0004784922,0.00004046005,0.005141563,0.00005579153,0.04225811,0.00531129,0.00001932769,0.01517188],"study_design_scores_gemma":[0.001309047,0.0002678015,0.9454878,0.0003978944,0.000564391,0.00004695311,0.0001515768,0.000644981,0.0509068,0.0001032728,0.0000047057,0.0001147771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935745,0.00007686102,0.001661896,0.001791959,0.0001728705,0.0006066716,0.0002200216,0.00003050452,0.001864709],"genre_scores_gemma":[0.9970464,0.002210689,0.0003295524,0.00005285067,0.00007339037,0.00003108024,0.0001252803,0.00002440984,0.0001063283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170574,"threshold_uncertainty_score":0.4545944,"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."}}