{"id":"W2556622352","doi":"10.1111/ajt.14112","title":"The XIIIth Banff Conference on Allograft Pathology: The Banff 2015 Heart Meeting Report: Improving Antibody-Mediated Rejection Diagnostics: Strengths, Unmet Needs, and Future Directions","year":2016,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Renal Pathology Society; Alexion Pharmaceuticals; Astellas Pharma; Roche Organ Transplant Research Foundation; University of Alberta","keywords":"Medicine; Immunology; Pathology; Intensive care medicine; Medical physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01701782,0.001541098,0.001312112,0.002021432,0.002599853,0.008399595,0.002106953,0.01301557,0.01297449],"category_scores_gemma":[0.01772378,0.0007479785,0.001329927,0.0007320661,0.002447546,0.003391156,0.004406771,0.01820523,0.006190144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004845817,"about_ca_system_score_gemma":0.01409329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007071428,"about_ca_topic_score_gemma":0.02260018,"domain_scores_codex":[0.9924967,0.001381608,0.0005151882,0.0006317744,0.003803085,0.001171623],"domain_scores_gemma":[0.9774398,0.002697947,0.001316333,0.0005418513,0.01080748,0.007196645],"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":[0.00009049811,0.00008732767,0.0009588128,0.00012399,0.00002016267,0.0001107963,0.00003171101,0.0000489578,0.0003245944,0.001104748,0.9708005,0.02629801],"study_design_scores_gemma":[0.00005604315,0.00008320269,0.00497016,0.00109814,0.00004146823,0.0003011915,0.0001900553,0.0001744392,0.0006028945,0.002188057,0.9902338,0.00006055364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001465198,0.03073456,0.001211817,0.5962705,0.3521264,0.0001383843,0.0003390486,0.00008338749,0.01763062],"genre_scores_gemma":[0.02678039,0.0553991,0.007337596,0.2820934,0.5013718,0.000396798,0.001417155,0.0002609305,0.1249427],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01701782,"threshold_uncertainty_score":0.08999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007859532341681843,"score_gpt":0.2877925587660221,"score_spread":0.2799330264243402,"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."}}