{"id":"W3082681380","doi":"10.1097/01.tp.0000700060.50506.74","title":"ASSESSMENT OF ABO-HISTOCOMPATIBILITY: MODERNIZING ABO ANTIBODY DETECTION TOOLS FOR USE IN TRANSPLANTATION","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"ABO blood group system; Transplantation; Immunology; Agglutination (biology); Antibody; Medicine; Biology; 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":[0.001878155,0.0006705364,0.0003882295,0.001151382,0.0001655438,0.001062432,0.0005446962,0.000690378,0.001043482],"category_scores_gemma":[0.00148664,0.0002670249,0.0003030737,0.0006601948,0.0004915398,0.0007761931,0.0006759327,0.001079363,0.000580592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035167,"about_ca_system_score_gemma":0.0003836105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000420504,"about_ca_topic_score_gemma":0.0004318968,"domain_scores_codex":[0.9988344,0.0004000297,0.0000742238,0.0001917834,0.0004200627,0.00007955613],"domain_scores_gemma":[0.999311,0.0001776613,0.0001759177,0.0000621013,0.0001912187,0.0000821404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003116081,0.0001588604,0.02985941,0.00075709,0.00007359904,0.000134982,0.0001387126,0.001096348,0.749451,0.002081546,0.001844613,0.2140923],"study_design_scores_gemma":[0.00004504499,0.001950727,0.1205509,0.0005091191,0.0002345603,0.003255489,0.0003398163,0.02148957,0.780031,0.008015441,0.06344382,0.0001345149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4797654,0.07273844,0.4285676,0.004384337,0.0006031385,0.0003912637,0.001469156,0.001868191,0.01021243],"genre_scores_gemma":[0.7071426,0.02618463,0.2605531,0.001530362,0.0004896998,0.0003050371,0.0008809436,0.0001313737,0.002782249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001878155,"threshold_uncertainty_score":0.009932756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188509242426368,"score_gpt":0.4008249842167327,"score_spread":0.281974059974096,"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."}}