{"id":"W1579807191","doi":"10.1111/j.1537-2995.2012.03950.x","title":"Selective testing for <scp><i>Trypanosoma cruzi</i></scp>: the first year after implementation at <scp>C</scp>anadian <scp>B</scp>lood <scp>S</scp>ervices","year":2012,"lang":"en","type":"article","venue":"Transfusion","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Toronto; University of Ottawa","funders":"","keywords":"Trypanosoma cruzi; Chemistry; Parasite hosting; Computer science","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":[0.002264642,0.0003431619,0.0002407191,0.0003424583,0.0007097864,0.0004316862,0.0006509015,0.0002984073,0.002183493],"category_scores_gemma":[0.003228678,0.0001362143,0.0001971371,0.0003274048,0.0003742367,0.0002751482,0.0006461811,0.0004159638,0.0004326045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683325,"about_ca_system_score_gemma":0.003737834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06907839,"about_ca_topic_score_gemma":0.08897881,"domain_scores_codex":[0.9988515,0.000270708,0.00009857505,0.0001348919,0.0002807928,0.0003635253],"domain_scores_gemma":[0.9961159,0.0005294936,0.001059105,0.0002438277,0.001327708,0.000723906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009582069,0.0005533143,0.8544431,0.0003398634,0.00006354066,0.0009711751,0.002232598,0.0002428609,0.009951033,0.0001566227,0.007454294,0.1226333],"study_design_scores_gemma":[0.00007903202,0.003366063,0.966107,0.0002147047,0.00008830358,0.001361785,0.002112367,0.0003654975,0.01321856,0.00006722358,0.01299854,0.00002103849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906318,0.001087912,0.0008755877,0.0006123746,0.0000375423,0.0004847166,0.000522843,0.00006852305,0.005678656],"genre_scores_gemma":[0.9949545,0.0005917532,0.001497221,0.0006801069,0.00003029229,0.0001642058,0.0005550452,0.000008658732,0.001518218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9309216,"threshold_uncertainty_score":0.1373526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715813312092072,"score_gpt":0.2986117044581767,"score_spread":0.271453571337256,"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."}}