{"id":"W3009401972","doi":"10.1007/978-3-030-36966-8_8","title":"Blood Transfusion-Associated Infections in the Twenty-First Century: New Challenges","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Syphilis; Medicine; Blood transfusion; Intensive care medicine; Hepatitis; Human immunodeficiency virus (HIV); Environmental health; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001620358,0.0004053048,0.0007227893,0.0001758536,0.0001625699,0.00001836943,0.0001534513,0.0003967778,0.001365663],"category_scores_gemma":[0.0002001178,0.0002808922,0.0002746097,0.00009198872,0.00007353454,0.0000371327,0.00006454156,0.0009074137,0.0003274491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168272,"about_ca_system_score_gemma":0.0001850019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002997025,"about_ca_topic_score_gemma":0.1325048,"domain_scores_codex":[0.9983172,0.00003602575,0.0004307045,0.0004439277,0.0004869111,0.0002852389],"domain_scores_gemma":[0.9990565,0.0002506127,0.0001055436,0.0003544762,0.00007930092,0.0001536344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002534424,0.003296664,0.02810417,0.001586554,0.008612129,0.002449441,0.05488062,0.000004565427,0.00006962815,0.627399,0.2280852,0.0452586],"study_design_scores_gemma":[0.002256989,0.000751735,0.007330055,0.0008519258,0.001067815,0.0000450261,0.0002240833,0.000003835156,0.000005978651,0.002704291,0.9843637,0.0003946115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002889133,0.008588943,0.000005834778,0.04700839,0.0003234753,0.001104968,0.00004190415,0.0002120583,0.9424255],"genre_scores_gemma":[0.1388603,0.4983928,0.00008729735,0.006112156,0.001496104,0.0001109587,0.0002115947,0.0002380308,0.3544908],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7562785,"threshold_uncertainty_score":0.9999643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991123912856401,"score_gpt":0.2548892073187392,"score_spread":0.2149779681901752,"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."}}