{"id":"W4404616476","doi":"10.1016/b978-0-323-96014-4.00025-2","title":"Transfusion-Transmitted Diseases","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Medicine; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000267111,0.001093201,0.0005305556,0.001213143,0.0007903136,0.001874951,0.0004993391,0.001216325,0.303997],"category_scores_gemma":[0.0005753707,0.0003592808,0.0003281066,0.001181307,0.0004771747,0.001247196,0.001396499,0.001588657,0.2048096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031514,"about_ca_system_score_gemma":0.000728756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00335782,"about_ca_topic_score_gemma":0.009043304,"domain_scores_codex":[0.9998512,0.00002411576,0.000007865298,0.00002872275,0.00006612476,0.00002189146],"domain_scores_gemma":[0.9998666,0.00004165,0.0000100835,0.00001841803,0.00003749074,0.00002558687],"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":[0.00002079268,0.00004632747,0.0002109042,0.000221267,0.000005137787,0.00013161,0.0001828295,0.0001646482,0.0008686009,0.01279488,0.5645455,0.4208074],"study_design_scores_gemma":[0.000002491546,0.00001006765,0.0002361708,0.0001330115,0.000001908735,0.0001139916,0.00002802679,0.00004011051,0.0000790613,0.001146751,0.9982065,0.000001822075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003694062,0.02022216,0.0008035189,0.001132064,0.001749076,0.00004243917,0.0002557914,0.0001781187,0.9752474],"genre_scores_gemma":[0.0008767133,0.006861107,0.0004173757,0.0004366897,0.0002844087,0.00001592804,0.0001677003,0.00003183461,0.9909083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.303997,"threshold_uncertainty_score":0.9927638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008307029030755678,"score_gpt":0.2403662514027468,"score_spread":0.2320592223719911,"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."}}