{"id":"W2797623235","doi":"10.1111/trf.14544","title":"Quest for the holy grail: pathogen reduction in low‐income countries","year":2018,"lang":"en","type":"letter","venue":"Transfusion","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Environmental health; Developing country; Human immunodeficiency virus (HIV); Hepatitis B virus; Blood transfusion; Hepatitis C virus; Hepatitis C; Nucleic acid test; Serology; Virology; Immunology; Virus; Economic growth; Internal medicine; Antibody; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.004088357,0.001241664,0.001154232,0.00164215,0.001521687,0.003630939,0.003271957,0.003089664,0.02637513],"category_scores_gemma":[0.010085,0.0002292526,0.0008005434,0.001225259,0.002229271,0.004286175,0.008429693,0.004139142,0.004935532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755278,"about_ca_system_score_gemma":0.008207752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406688,"about_ca_topic_score_gemma":0.002995593,"domain_scores_codex":[0.9969284,0.001468142,0.0001278883,0.0002062386,0.0006709673,0.0005983384],"domain_scores_gemma":[0.9962879,0.0006070328,0.0004400588,0.0001662632,0.0007831143,0.001715597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002049326,0.0005020179,0.008064296,0.004201208,0.0002037619,0.0007722987,0.001741295,0.0006225149,0.0009658107,0.05115921,0.5053586,0.4262041],"study_design_scores_gemma":[0.0001241331,0.0007866921,0.01670335,0.01159724,0.0001291502,0.0007842876,0.00527372,0.001273669,0.0009946931,0.07940409,0.8828489,0.00008000297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02008752,0.1850976,0.01129755,0.7093359,0.01500765,0.0003416749,0.002771636,0.0009365879,0.05512384],"genre_scores_gemma":[0.3783402,0.204905,0.03692945,0.3325822,0.01393498,0.0009403325,0.003659967,0.0004620289,0.02824586],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02637513,"threshold_uncertainty_score":0.08823365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096668744659185,"score_gpt":0.3175666296636548,"score_spread":0.2965999422170629,"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."}}