{"id":"W4386795988","doi":"10.1111/trf.17549","title":"Canadian Blood Services traceback investigation of a suspected case of transfusion‐transmitted malaria","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Malaria Research and Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; McGill University Health Centre; Provincial Laboratory of Public Health; Alberta Health Services; Canadian Blood Services; Alberta Hospital Edmonton; University of Alberta; Calgary Laboratory Services","funders":"","keywords":"Malaria; Medicine; Serology; Asymptomatic; Plasmodium falciparum; Immunology; Blood transfusion; Nucleic acid test; Blood donor; Internal medicine; Antibody; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004377161,0.000177431,0.0004240573,0.0006026725,0.0001050079,0.000007324339,0.0001201625,0.0002046101,0.001016486],"category_scores_gemma":[0.00002604199,0.0001586529,0.0001675675,0.001354788,0.00008696624,0.00009577498,0.000005789811,0.0002709047,0.00001923439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003759399,"about_ca_system_score_gemma":0.000530069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2728818,"about_ca_topic_score_gemma":0.3956913,"domain_scores_codex":[0.9982666,0.0001270069,0.0004844588,0.000296385,0.0004047936,0.0004207451],"domain_scores_gemma":[0.9987192,0.00009631382,0.00005741567,0.0003231945,0.0002855992,0.0005182542],"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":[0.001111879,0.0001679463,0.01670256,0.001744174,0.0002371414,0.002457525,0.005171717,0.00001845933,0.9668726,0.001553937,0.00008403725,0.003878068],"study_design_scores_gemma":[0.02227429,0.002402715,0.6078039,0.001179618,0.001393028,0.001748734,0.003067194,0.01555443,0.3428232,0.0009627114,0.0002482545,0.0005419532],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906749,0.0001225373,0.00009453465,0.006946438,0.00005877354,0.001157534,0.0002078788,0.0000983286,0.0006390882],"genre_scores_gemma":[0.9986862,0.0004424874,0.000165854,0.0000891517,0.00004572662,0.00003298428,0.0001675204,0.00003052762,0.0003395575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6240494,"threshold_uncertainty_score":0.9998967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259053230342819,"score_gpt":0.2506444181196908,"score_spread":0.2380538858162627,"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."}}