{"id":"W4312113133","doi":"10.1097/tp.0000000000004476","title":"What Is Hot and New in Basic and Translational Science in Liver Transplantation in 2022? Report of the Basic and Translational Research Committee of the International Liver Transplantation Society","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Translational science; Translational research; Enthusiasm; Transplantation; Liver transplantation; Medicine; Psychology; Internal medicine; Pathology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2445821,0.002337921,0.003335504,0.01135754,0.006651681,0.02461792,0.005203929,0.01692339,0.01573802],"category_scores_gemma":[0.1305595,0.001875281,0.00468569,0.01127098,0.004745704,0.01330675,0.01437892,0.01473527,0.00767744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01256537,"about_ca_system_score_gemma":0.08003979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005170011,"about_ca_topic_score_gemma":0.00689925,"domain_scores_codex":[0.9039363,0.03283484,0.0144159,0.004129017,0.03368048,0.01100332],"domain_scores_gemma":[0.6590575,0.06653553,0.03890566,0.007292569,0.1337011,0.09450759],"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":[0.0005425694,0.0001951176,0.006614919,0.006683686,0.0001858648,0.0002847903,0.001134506,0.0002813348,0.001188274,0.002596227,0.8905737,0.089719],"study_design_scores_gemma":[0.00009147701,0.0002188638,0.01413618,0.01154339,0.0001588383,0.0003437772,0.0024354,0.0002443189,0.0006359211,0.002203444,0.9678306,0.0001578311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002947965,0.09903104,0.001770048,0.8068964,0.07394522,0.0009789887,0.002739996,0.00037092,0.01131943],"genre_scores_gemma":[0.04553585,0.3302592,0.01699121,0.3804927,0.1773431,0.006474731,0.016319,0.000863675,0.02572051],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2445821,"threshold_uncertainty_score":0.9315648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449389269458782,"score_gpt":0.3274703701653867,"score_spread":0.2829764774707989,"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."}}