{"id":"W4405758951","doi":"10.1177/20543581241306811","title":"Canadian Highly Sensitized Patient Program Report: A 1000 Kidney Transplants Story","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; University of Calgary; University of Manitoba; Horizon Health Network; Saint John Regional Hospital; Memorial University of Newfoundland; Dalhousie University; Centre Hospitalier de l’Université de Montréal; Université Laval; McGill University; University of Ottawa; Université de Sherbrooke; Western University; University of Toronto; University Health Network; St. Michael's Hospital; Canadian Blood Services; Université de Montréal; University of Saskatchewan; McMaster University; Queen's University","funders":"Canadian Blood Services","keywords":"Medicine; Transplantation; Kidney transplantation; Family medicine; Internal medicine","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":[0.00164296,0.0004271592,0.0002823262,0.002134377,0.004640174,0.002676788,0.001361036,0.001737415,0.00623858],"category_scores_gemma":[0.00602331,0.0002617013,0.0004775397,0.004524929,0.00141279,0.001005902,0.001837496,0.003256354,0.0006989464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03505401,"about_ca_system_score_gemma":0.07220696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9333339,"about_ca_topic_score_gemma":0.9626755,"domain_scores_codex":[0.9960372,0.0001158945,0.000124261,0.0001587869,0.002847357,0.0007164945],"domain_scores_gemma":[0.9928156,0.0004051216,0.0006199992,0.0001615014,0.003386183,0.002611554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000793305,0.0000993586,0.1312855,0.0003410955,0.00006434588,0.00362716,0.002617724,0.0003460457,0.0003872668,0.007573774,0.7479247,0.1056536],"study_design_scores_gemma":[0.00003463848,0.00006031714,0.3230258,0.0008966113,0.00009714008,0.005836337,0.00763776,0.0008493698,0.0003944027,0.001475374,0.6595659,0.0001264412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2241624,0.03529881,0.002069248,0.525232,0.009441093,0.0004403494,0.03961853,0.0007519891,0.1629856],"genre_scores_gemma":[0.7721897,0.0655309,0.003536785,0.08336806,0.005831159,0.0001669924,0.02908127,0.0002820649,0.04001309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06666613,"threshold_uncertainty_score":0.2543359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124135447956661,"score_gpt":0.287555621157645,"score_spread":0.2751420763619789,"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."}}