{"id":"W4414312920","doi":"10.1016/j.humimm.2025.111510","title":"Comparison between real-time PCR and next generation sequence for deceased donor typing","year":2025,"lang":"en","type":"article","venue":"Human Immunology","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Sequence (biology); Typing; DNA sequencing; Polymerase chain reaction; Sequence analysis","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":[0.005275053,0.0005304726,0.0008906077,0.001558317,0.0004241345,0.001868535,0.0008257736,0.001076042,0.003555853],"category_scores_gemma":[0.00791378,0.0003476819,0.0008401341,0.001081559,0.0006118856,0.0005988106,0.0004058555,0.001136644,0.00112962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006900086,"about_ca_system_score_gemma":0.0007115239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009250005,"about_ca_topic_score_gemma":0.001312334,"domain_scores_codex":[0.9943984,0.002315102,0.0003626794,0.001275117,0.001216537,0.0004320344],"domain_scores_gemma":[0.992638,0.005100825,0.0005152962,0.0005955895,0.0009840338,0.0001661753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007434707,0.0007883455,0.1325161,0.0009545807,0.0003798627,0.0008031057,0.00150966,0.003651886,0.6695936,0.003905455,0.001536399,0.1769263],"study_design_scores_gemma":[0.0002129346,0.004010634,0.2458467,0.0003857542,0.001062649,0.004246051,0.001279657,0.05122152,0.657101,0.004785501,0.02966078,0.0001867541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.781409,0.00539287,0.1985157,0.0005730815,0.0009021253,0.0003829079,0.004090881,0.0007759911,0.007957481],"genre_scores_gemma":[0.8300372,0.001197855,0.160439,0.0007633614,0.0001014323,0.0004165391,0.002831297,0.0001480878,0.004065055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005275053,"threshold_uncertainty_score":0.02789748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06221983452169799,"score_gpt":0.3569912022242502,"score_spread":0.2947713677025522,"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."}}