{"id":"W4402023480","doi":"10.1111/vox.13730","title":"Blood donor questionnaires and infectious disease screening in <scp>Latin American</scp> countries","year":2024,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Latin Americans; Medicine; Infectious disease (medical specialty); Blood donor; Immunology; Family medicine; Disease; Intensive care medicine; Virology; Internal medicine; Political science","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":[0.006509337,0.000227924,0.0001914293,0.002036565,0.0004544418,0.0007547461,0.000334276,0.0003503713,0.003052038],"category_scores_gemma":[0.009164491,0.0001511958,0.000152939,0.003084059,0.0006307272,0.000575538,0.001080275,0.0002891129,0.0003203847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007662019,"about_ca_system_score_gemma":0.001432339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645619,"about_ca_topic_score_gemma":0.0051448,"domain_scores_codex":[0.997238,0.001829713,0.000293528,0.0001198939,0.000211106,0.0003077121],"domain_scores_gemma":[0.9902114,0.002837268,0.004273495,0.0003865185,0.001043912,0.001247321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006281504,0.0001025196,0.9831182,0.00009959425,0.00001198422,0.00008567404,0.002289183,0.00006128701,0.0001278453,0.0001298825,0.0009470395,0.01296401],"study_design_scores_gemma":[0.00002832122,0.0001677406,0.9859828,0.0001973234,0.000009173132,0.0002234782,0.008088531,0.0001008921,0.0001452229,0.00009751286,0.004950081,0.000008755417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931879,0.0009267682,0.0002666349,0.0007135331,0.00001530952,0.000140764,0.0008858363,0.00001027653,0.003853055],"genre_scores_gemma":[0.9974065,0.0005773021,0.0004378901,0.0003666967,0.00001081262,0.0001856408,0.0005828768,0.000003228889,0.0004289756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006645619,"threshold_uncertainty_score":0.03442508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045775500214514,"score_gpt":0.2408575963850362,"score_spread":0.2303998413828911,"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."}}