{"id":"W4297093812","doi":"10.1097/txd.0000000000001376","title":"The Association Between Extravascular Lung Water and Critical Care Outcomes Following Bilateral Lung Transplantation","year":2022,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Interquartile range; Mechanical ventilation; Confidence interval; Intensive care unit; Lung transplantation; Prospective cohort study; Fraction of inspired oxygen; Confounding; Internal medicine; Rate ratio; Poisson regression; Respiratory failure; Incidence (geometry); Transplantation; Population","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":[0.0007366854,0.0002168829,0.0003309336,0.0003989677,0.0002856933,0.0006191343,0.0002897092,0.000371993,0.001255676],"category_scores_gemma":[0.00393666,0.0001538643,0.0003117768,0.0004667553,0.0003354046,0.000474176,0.0006335715,0.000929156,0.0001025546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003537826,"about_ca_system_score_gemma":0.0003772968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750242,"about_ca_topic_score_gemma":0.002156791,"domain_scores_codex":[0.9994087,0.0001435108,0.00006120773,0.0001112233,0.0001209096,0.000154332],"domain_scores_gemma":[0.9965181,0.0006515988,0.001789318,0.0001245722,0.0001827195,0.0007337405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132287,0.00002782866,0.9990293,0.000004109988,0.00001797015,0.00005370897,0.00001781022,0.00002141209,0.0001066644,0.000005179314,0.00001911651,0.0005835755],"study_design_scores_gemma":[0.000004701407,0.0001300269,0.999306,0.000003570889,0.00001103546,0.0002139812,0.00006509358,0.0001717816,0.00005199208,0.00001607968,0.00002325307,0.000002563867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999723,0.0001059289,0.00003257893,0.00002281614,0.000002934716,0.0000020437,0.00002609826,0.00000106382,0.0000835408],"genre_scores_gemma":[0.9998671,0.00002904073,0.00001616707,0.000007832167,0.000008066074,0.00000174514,0.000046529,4.401577e-7,0.00002306162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750242,"threshold_uncertainty_score":0.004200697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168711705757435,"score_gpt":0.3204098442924404,"score_spread":0.3035386737166969,"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."}}