{"id":"W4382197512","doi":"10.1007/s12630-023-02498-z","title":"Guidelines to manage liver transplant recipients: time for consensus?","year":2023,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Intensive care medicine; Liver transplantation; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01593993,0.001042453,0.002703939,0.002565338,0.007533228,0.007771412,0.005496227,0.07540496,0.01295452],"category_scores_gemma":[0.07315619,0.001308912,0.002790032,0.001896171,0.005025554,0.01099547,0.005571906,0.07523781,0.008811621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008622555,"about_ca_system_score_gemma":0.02737143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349947,"about_ca_topic_score_gemma":0.03281666,"domain_scores_codex":[0.9769777,0.008464492,0.004679907,0.001282243,0.005877248,0.002718331],"domain_scores_gemma":[0.8942769,0.03296014,0.005400273,0.002518831,0.04072379,0.02412013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001856715,0.00005439149,0.0004108993,0.0001301137,0.0000173944,0.0008010597,0.0002267391,0.0001031802,0.00006273367,0.004299977,0.9807674,0.01310754],"study_design_scores_gemma":[0.000161811,0.0000340079,0.0008929184,0.003409179,0.00004231258,0.00162551,0.00155893,0.000522928,0.00006731151,0.02655253,0.9650154,0.0001172391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006532492,0.001286338,0.0001243642,0.9912675,0.006043573,0.000006395401,0.00001490147,0.00000964153,0.001181922],"genre_scores_gemma":[0.002358199,0.003196984,0.00195122,0.9546298,0.03491064,0.00006520261,0.00009430616,0.00003419656,0.002759513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07540496,"threshold_uncertainty_score":0.08429945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138028930271262,"score_gpt":0.258018428387003,"score_spread":0.2266381390842903,"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."}}