{"id":"W4378365372","doi":"10.2139/ssrn.4444587","title":"Banff 2022 Liver Group Meeting Report: Monitoring Long Term Allograft Health","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Immunosuppression; Medicine; Consensus conference; Intensive care medicine; Pathology; Immunology; 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":[0.004442376,0.0008351094,0.0007476873,0.001201934,0.00117795,0.001658211,0.001062123,0.005127182,0.01975764],"category_scores_gemma":[0.00500302,0.0003138803,0.0005910514,0.0006270885,0.0003942916,0.0005423139,0.001048432,0.003272416,0.009735175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839328,"about_ca_system_score_gemma":0.007331227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840886,"about_ca_topic_score_gemma":0.04103308,"domain_scores_codex":[0.9979152,0.0005252626,0.0001653485,0.0001678157,0.0008613455,0.0003649236],"domain_scores_gemma":[0.9916512,0.001012295,0.0004726713,0.0002852712,0.002931926,0.003646648],"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":[0.001457986,0.0003955859,0.01156883,0.0001565971,0.00006772895,0.0007316282,0.00003208216,0.0001990852,0.002026405,0.0004447213,0.9448342,0.03808503],"study_design_scores_gemma":[0.0007065621,0.001385628,0.08413287,0.000447619,0.0001259182,0.0008610512,0.0001535014,0.0006986951,0.003406789,0.00093302,0.9070665,0.00008178047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.04124663,0.01949983,0.005815623,0.4361183,0.09963964,0.003579237,0.06207372,0.0016103,0.3304167],"genre_scores_gemma":[0.1848604,0.01273857,0.01722265,0.1460567,0.0571391,0.002884244,0.07480676,0.0007685979,0.5035229],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01975764,"threshold_uncertainty_score":0.06609583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693147856519252,"score_gpt":0.299137015499185,"score_spread":0.2822055369339925,"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."}}