{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496052,0.0002584126,0.001617068,0.0001547916,0.00003073474,0.000003982804,0.0001967237,0.0002427005,0.00004484868],"category_scores_gemma":[0.00002147408,0.000144107,0.0003140598,0.0002945125,0.00008345208,0.00001484967,0.00001344292,0.0003537263,0.000007569113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003443353,"about_ca_system_score_gemma":0.0001126006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003657227,"about_ca_topic_score_gemma":0.00001653525,"domain_scores_codex":[0.9979957,0.000848009,0.0005224361,0.0003049642,0.0001341898,0.0001946995],"domain_scores_gemma":[0.9988099,0.0004736282,0.0001379999,0.0003418597,0.0002053654,0.00003120917],"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":[0.000144568,0.00009364077,0.03254849,0.03461909,0.0008479124,0.01016891,0.02008401,9.304658e-7,7.483151e-7,0.003065783,0.0001116595,0.8983142],"study_design_scores_gemma":[0.001601217,0.0007734754,0.1217789,0.07147009,0.006762869,0.003670064,0.01861105,7.409706e-7,0.000008550102,0.0000231691,0.7748336,0.0004663341],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007200557,0.9911804,0.00001378114,0.0001094968,0.0001244229,0.000949378,0.00003110512,0.000008095627,0.0003827354],"genre_scores_gemma":[0.00136083,0.9960302,0.0007854575,0.0008398423,0.00002480218,0.0000951808,0.0007244142,0.00002137482,0.0001179053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.897848,"threshold_uncertainty_score":0.5876513,"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."}}