{"id":"W1682754099","doi":"10.1111/ajt.13355","title":"cPRA Increases With DQA, DPA, and DPB Unacceptable Antigens in the Canadian cPRA Calculator","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Manitoba; Canadian Blood Services; Diagnostic Services Manitoba; Dalhousie University; University of Toronto; University Health Network","funders":"Canadian Blood Services","keywords":"Medicine; Internal medicine; Antigen; Gastroenterology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001047507,0.0004427216,0.0003919018,0.001379792,0.001556077,0.001335273,0.0008997014,0.0005088263,0.004430889],"category_scores_gemma":[0.005915874,0.0003502337,0.0004870284,0.002488719,0.0004949256,0.0004342284,0.0005140809,0.001589697,0.0003876108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01078557,"about_ca_system_score_gemma":0.01053005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9179723,"about_ca_topic_score_gemma":0.89871,"domain_scores_codex":[0.9987451,0.0001531046,0.0000568728,0.0001653814,0.0005944038,0.0002851421],"domain_scores_gemma":[0.9960942,0.0005400743,0.0007605134,0.0001800289,0.001810997,0.0006142533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004614672,0.00008260945,0.9735632,0.00003841605,0.0001002012,0.0001271908,0.0005347465,0.0001540283,0.0004517846,0.0006268008,0.004844518,0.01901505],"study_design_scores_gemma":[0.00002221201,0.00004710468,0.9925175,0.00003992647,0.0001358028,0.0002844734,0.0003928759,0.0005493255,0.0002052323,0.0001854176,0.005603481,0.00001660131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721371,0.002855938,0.0007462534,0.001789493,0.00006961264,0.00006658061,0.002548547,0.0001474411,0.01963899],"genre_scores_gemma":[0.9953175,0.0004996264,0.0005694198,0.0002456598,0.00003270641,0.00001295983,0.000642859,0.00002807576,0.002651314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08202773,"threshold_uncertainty_score":0.1650216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898410631870222,"score_gpt":0.2799857197369443,"score_spread":0.2610016134182421,"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."}}