{"id":"W4387572145","doi":"10.1111/trf.154_17554","title":"P‐BB‐50 | Increased Unconfirmed Peak Syphilis Repeat Reactive Rates in Canadian Blood Doors in the COVID‐19 Pandemic Period Compared to the Pre‐Pandemic Period","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Syphilis; Blood donor; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Human immunodeficiency virus (HIV); Immunology; Internal medicine","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":[0.0007123689,0.0003684983,0.0002841452,0.001326915,0.0008367709,0.000886192,0.0007527655,0.0003598423,0.007395891],"category_scores_gemma":[0.003242506,0.0001966882,0.0006366197,0.002391989,0.0003184953,0.000279457,0.0004899358,0.0007418843,0.0003877264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007369958,"about_ca_system_score_gemma":0.009968231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9588888,"about_ca_topic_score_gemma":0.9417759,"domain_scores_codex":[0.999158,0.00004757947,0.0000395959,0.0001600977,0.0002817629,0.0003129274],"domain_scores_gemma":[0.9984397,0.0001666668,0.0005048636,0.00007431861,0.0005382611,0.0002762004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207228,0.00001969077,0.984952,0.00006213311,0.0001053142,0.0001397404,0.0002807623,0.0001541484,0.0003630118,0.0001613168,0.005263241,0.008277943],"study_design_scores_gemma":[0.000003181027,0.00001409917,0.9977345,0.000021501,0.00002391374,0.00009637918,0.0001999901,0.0003124705,0.0001184859,0.00001937693,0.001449873,0.000006181161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562994,0.001431765,0.0004181132,0.0005849055,0.00007660037,0.00003695599,0.0321582,0.0001346511,0.008859409],"genre_scores_gemma":[0.9945694,0.0002498032,0.0002528508,0.00007600288,0.00001769237,0.00001096442,0.003678215,0.00002128241,0.00112383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04111117,"threshold_uncertainty_score":0.08270651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841180573728899,"score_gpt":0.284216471116604,"score_spread":0.245804665379315,"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."}}