{"id":"W4367624058","doi":"10.53855/bjt.v26i1.500_port","title":"Resultados da Prova Cruzada por Citometria de Fluxo pelo Protocolo Halifax de Acordo com o MFI do Anticorpo e o Alvo HLA","year":2023,"lang":"pt","type":"article","venue":"Brazilian Journal of Transplantation","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Molecular biology; Chemistry; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001446214,0.0003811549,0.0003325852,0.0003298702,0.0003147664,0.0005712495,0.0002355925,0.0004260371,0.00409397],"category_scores_gemma":[0.001634285,0.0001782033,0.0003172087,0.000406243,0.0003864539,0.0003675976,0.0002832029,0.0005529004,0.0005076859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006352733,"about_ca_system_score_gemma":0.0004459492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750009,"about_ca_topic_score_gemma":0.001966723,"domain_scores_codex":[0.9986907,0.0003430225,0.0001169167,0.0002767616,0.0004282755,0.0001444331],"domain_scores_gemma":[0.9981713,0.0007805466,0.0003619388,0.0001503611,0.0004635431,0.00007216878],"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":[0.002866217,0.0003333246,0.03643217,0.0004752502,0.0000635365,0.0001764992,0.0006293948,0.0007291756,0.9274974,0.0004700507,0.000750064,0.02957689],"study_design_scores_gemma":[0.0000457029,0.003775512,0.07012342,0.00007825218,0.0001532855,0.0005387827,0.0006856578,0.001464507,0.9125117,0.0002201111,0.01037403,0.00002911685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896072,0.001669648,0.003861029,0.0001548613,0.00005758701,0.0001590091,0.0005875477,0.00007328957,0.003829957],"genre_scores_gemma":[0.9861076,0.00111864,0.005277606,0.0002065467,0.00002717662,0.0002397991,0.0009885116,0.00004066568,0.0059935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00409397,"threshold_uncertainty_score":0.01369572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066978782740909,"score_gpt":0.3261932158684376,"score_spread":0.2955234280410285,"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."}}