{"id":"W2808489525","doi":"10.1177/0885066618781526","title":"Respiratory Complications Before and After Liver Transplant","year":2018,"lang":"en","type":"review","venue":"Journal of Intensive Care Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Intensive care medicine; Perioperative; Respiratory system; Surgery; Internal medicine; Transplantation","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":[0.0001632177,0.0003131984,0.001650945,0.0004562317,0.00004651023,0.000007436608,0.0001063114,0.0001997624,0.0001001902],"category_scores_gemma":[0.000130501,0.0001829897,0.0003833237,0.0001572614,0.0003620295,0.00007429903,0.00001267893,0.0005203887,0.00002184432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172735,"about_ca_system_score_gemma":0.0003650982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000722814,"about_ca_topic_score_gemma":0.00001602221,"domain_scores_codex":[0.9982526,0.00008913904,0.0008933826,0.0002189427,0.0003852272,0.000160704],"domain_scores_gemma":[0.9922083,0.0001323443,0.000554425,0.0002321088,0.00654517,0.0003276665],"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":[0.001515552,0.0001083961,0.003894635,0.1493506,0.007451984,0.01455181,0.03112818,3.355901e-8,0.0000131559,0.0001063014,0.02932766,0.7625517],"study_design_scores_gemma":[0.00177473,0.002614139,0.005703347,0.1668801,0.03143448,0.007715255,0.002729577,6.480898e-7,0.000003533739,0.00001744291,0.7809097,0.0002171043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006354547,0.997561,0.00008063467,0.0004421914,0.0004316763,0.0004684488,0.000118575,0.000009906282,0.0002521223],"genre_scores_gemma":[0.002642403,0.9911665,0.00005570754,0.004288943,0.001612731,0.00001540838,0.0001408804,0.00003899012,0.00003839475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7623345,"threshold_uncertainty_score":0.7462104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0493249909854377,"score_gpt":0.3458395645149196,"score_spread":0.2965145735294819,"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."}}