{"id":"W1585321597","doi":"10.1002/hep.510310337","title":"Update of the International Banff Schema for liver allograft rejection: Working recommendations for the histopathologic staging and reporting of chronic rejection","year":2000,"lang":"en","type":"article","venue":"Hepatology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":541,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Schema (genetic algorithms); Citation; Computer science; Medicine; Gastroenterology; Pathology; Information retrieval; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07389017,0.001614896,0.002530485,0.01370172,0.002557952,0.00425349,0.01044534,0.006480556,0.003436474],"category_scores_gemma":[0.05672441,0.001213065,0.003658885,0.00701238,0.003382405,0.005117727,0.005412249,0.01186842,0.004600189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005191037,"about_ca_system_score_gemma":0.01722918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01829829,"about_ca_topic_score_gemma":0.0180341,"domain_scores_codex":[0.9738489,0.009048095,0.006498913,0.001195397,0.008179232,0.001229399],"domain_scores_gemma":[0.9109159,0.01296537,0.007482677,0.003872219,0.06057406,0.004189835],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002064184,0.0002540111,0.01256432,0.002724732,0.0001690159,0.0006349935,0.001071661,0.001215955,0.003016649,0.01247553,0.5102509,0.4554158],"study_design_scores_gemma":[0.00006071045,0.0001543143,0.01221698,0.008787748,0.0002177414,0.002113218,0.0009780441,0.001279766,0.001403101,0.008149878,0.9644881,0.0001503276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01682725,0.1960851,0.2012328,0.3742433,0.08779386,0.006388552,0.007049418,0.002511081,0.1078686],"genre_scores_gemma":[0.06404961,0.1359371,0.5837448,0.1185518,0.02612563,0.008265128,0.0269757,0.001927069,0.03442318],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9261099,"threshold_uncertainty_score":0.3907732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05736354060047225,"score_gpt":0.3266278799823206,"score_spread":0.2692643393818483,"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."}}