{"id":"W1998078414","doi":"10.1111/j.1600-6143.2004.00585.x","title":"Banff 2003 Meeting Report: New Diagnostic Insights and Standards","year":2004,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"Pfizer","keywords":"Medicine; Consensus conference; Pathology; Clinical trial; Immunology; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.09173331,0.001587096,0.001620122,0.01133187,0.004558318,0.01568006,0.009677256,0.01766403,0.0263864],"category_scores_gemma":[0.107806,0.001403409,0.002396299,0.005674628,0.002790612,0.006599525,0.007190693,0.0112828,0.04073899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662538,"about_ca_system_score_gemma":0.04490346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04054922,"about_ca_topic_score_gemma":0.03545171,"domain_scores_codex":[0.9203184,0.01917507,0.009705857,0.003808809,0.04242752,0.004564475],"domain_scores_gemma":[0.8401451,0.01526087,0.006739571,0.00961505,0.116296,0.01194344],"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":[0.0001030103,0.0001241804,0.001146545,0.0002508643,0.0000147976,0.0001700114,0.0001708604,0.000201841,0.0005446093,0.008281275,0.9154433,0.07354865],"study_design_scores_gemma":[0.00002626534,0.00005403547,0.003116761,0.0005493378,0.00001310346,0.0003021589,0.000178325,0.0002844542,0.0004737329,0.003560539,0.9913883,0.00005298058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004611154,0.02325216,0.06916197,0.3835804,0.10041,0.007734781,0.01448346,0.006200017,0.3905662],"genre_scores_gemma":[0.04039892,0.01924396,0.2468006,0.1629932,0.02779658,0.01844799,0.05549023,0.004407757,0.4244207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09173331,"threshold_uncertainty_score":0.4851379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008454845460699231,"score_gpt":0.2856930201404298,"score_spread":0.2772381746797306,"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."}}