{"id":"W4200080090","doi":"10.1097/aln.0000000000004054","title":"Postoperative Management of Lung Transplant Recipients in the Intensive Care Unit","year":2021,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Intensive care unit; Lung transplantation; Multidisciplinary approach; Mechanical ventilation; Intensive care; Transplantation; Multidisciplinary team; Lung; Surgery; Nursing; Internal medicine","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":[0.001178292,0.000655097,0.001252085,0.001774421,0.0002694506,0.0009455947,0.0007914222,0.0006983402,0.001934765],"category_scores_gemma":[0.003507821,0.0001667637,0.001009509,0.001459335,0.0002618458,0.0007768546,0.0005406677,0.0009289989,0.0004267099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004300097,"about_ca_system_score_gemma":0.001640007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303291,"about_ca_topic_score_gemma":0.002970461,"domain_scores_codex":[0.9992268,0.000252019,0.0002271651,0.00006053407,0.000195074,0.00003837452],"domain_scores_gemma":[0.9987005,0.0007149001,0.0003154671,0.00002053512,0.0001973969,0.00005121266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001097855,0.00007127369,0.001192275,0.09455381,0.0005866922,0.0002023808,0.0001021466,0.0001784179,0.0003460149,0.0007028124,0.01308103,0.8888735],"study_design_scores_gemma":[0.0001981602,0.0006599642,0.02121489,0.2665284,0.003960809,0.006432042,0.0006005997,0.0002737258,0.0009362216,0.002232007,0.6968788,0.00008440245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001629933,0.9992808,0.00003616687,0.0001769539,0.00009599032,0.000005710589,0.00001190371,0.000001731298,0.0002277835],"genre_scores_gemma":[0.001167613,0.9984109,0.0001151136,0.0001263132,0.00009367143,0.00000860947,0.00002106527,5.326746e-7,0.00005611515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001934765,"threshold_uncertainty_score":0.006472468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.095645489238763,"score_gpt":0.4140476932326719,"score_spread":0.3184022039939089,"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."}}