{"id":"W4387572263","doi":"10.1111/trf.122_17554","title":"P‐BB‐18 | Blood Donor Questionnaires and Infectious Disease Screening in Latin American Countries","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Garcia; Humanities; Latin Americans; Medicine; Art; Philosophy","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":[0.002359391,0.0002909204,0.0002874975,0.001409465,0.0003942604,0.0008163151,0.0003283134,0.0004509502,0.003174056],"category_scores_gemma":[0.005220748,0.0001750679,0.0003478157,0.002261337,0.000351135,0.0004388014,0.0007144344,0.0005179234,0.0004080472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007583917,"about_ca_system_score_gemma":0.001118017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04074517,"about_ca_topic_score_gemma":0.02679268,"domain_scores_codex":[0.9988552,0.0007086956,0.0001024207,0.00006968644,0.00008747752,0.0001764696],"domain_scores_gemma":[0.9975243,0.000655036,0.0009714089,0.0001079484,0.000426766,0.0003144603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007065172,0.00009098338,0.9935197,0.0000384688,0.00002928344,0.00006897085,0.0002864526,0.00002431402,0.00008193156,0.0001005803,0.0009549606,0.004733603],"study_design_scores_gemma":[0.00002641766,0.00008369429,0.9942879,0.0001440419,0.0000306835,0.0001778924,0.001652354,0.00008391144,0.0000960992,0.00006132099,0.003350688,0.000004896581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835791,0.002001985,0.0002330142,0.001442697,0.00006804689,0.00005375236,0.003321764,0.00001459792,0.009285225],"genre_scores_gemma":[0.9949219,0.001052781,0.0003087161,0.0006699317,0.00003270931,0.0000811786,0.001596994,0.000006046323,0.001329768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04074517,"threshold_uncertainty_score":0.081016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009047362331234531,"score_gpt":0.2497720829656231,"score_spread":0.2407247206343886,"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."}}