{"id":"W1527258616","doi":"10.1111/j.1600-6143.2011.03913.x","title":"Donor-Specific Isohemagglutinins: Measuring the Unknown","year":2012,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; ABO blood group system; Transplantation; Antibody; Heart transplantation; Cohort; Blood type (non-human); Immunology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01169687,0.0009434507,0.0009618857,0.001971004,0.0008687649,0.003896262,0.001958192,0.003395363,0.001646645],"category_scores_gemma":[0.02873924,0.0005418171,0.0006911097,0.001169075,0.004324047,0.002921645,0.001378664,0.005792166,0.001487688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291552,"about_ca_system_score_gemma":0.0009854034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500244,"about_ca_topic_score_gemma":0.001862637,"domain_scores_codex":[0.9856338,0.006530898,0.001425712,0.0009769715,0.005085776,0.0003469161],"domain_scores_gemma":[0.9804518,0.009303938,0.003266873,0.002686017,0.003858753,0.0004326332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001472818,0.0002915231,0.06340223,0.004558722,0.0005334816,0.00265377,0.002198039,0.0005756941,0.03459922,0.04143935,0.08849245,0.7597827],"study_design_scores_gemma":[0.00009200211,0.001276536,0.03103385,0.003276016,0.0005254303,0.02488898,0.002515841,0.002494944,0.1020539,0.05315158,0.7784469,0.0002441763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.05641481,0.5873722,0.1700021,0.09570935,0.04114245,0.0005626058,0.000723127,0.0006298513,0.0474434],"genre_scores_gemma":[0.5767689,0.185992,0.1341129,0.05984538,0.01413471,0.0008203815,0.0006131153,0.0003937585,0.02731875],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01169687,"threshold_uncertainty_score":0.06185973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798648248923275,"score_gpt":0.293359301267143,"score_spread":0.2553728187779103,"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."}}