{"id":"W3199951929","doi":"10.3329/cbmj.v8i1.55665","title":"Study on Screening tests among the Blood donors in Community Based Medical College Hospital, Mymensingh, Bangladesh","year":2019,"lang":"en","type":"article","venue":"Community Based Medical Journal","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Medicine; Syphilis; Blood donor; Blood transfusion; Donation; Malaria; Human immunodeficiency virus (HIV); Hepatitis B; Blood units; HIV screening; Emergency medicine; Internal medicine; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004776895,0.000186916,0.0001758126,0.0006337427,0.0006608611,0.0004134044,0.0002254963,0.0003034547,0.002279209],"category_scores_gemma":[0.001560956,0.0001996391,0.0001494051,0.0009373454,0.0002972483,0.0004064177,0.0002930815,0.0003014346,0.0002670117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749758,"about_ca_system_score_gemma":0.0007137614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009770918,"about_ca_topic_score_gemma":0.0129274,"domain_scores_codex":[0.9995634,0.0001072247,0.00006990798,0.0000527346,0.0001081782,0.00009853473],"domain_scores_gemma":[0.999312,0.0001142413,0.0002875866,0.00002673974,0.0001097933,0.0001495923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001691183,0.0000403738,0.9966385,0.00002349245,0.000005849875,0.0002630725,0.0008185729,0.000005773259,0.0002723804,0.00003042536,0.0001492065,0.001735405],"study_design_scores_gemma":[0.000004232159,0.000157659,0.9929096,0.00003692983,0.00000864805,0.001180391,0.004723335,0.00003567727,0.0001263775,0.00002707945,0.0007849056,0.000005103926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998598,0.0002228505,0.00002833557,0.0001441606,0.000004987521,0.00001568809,0.0001475614,0.000001217164,0.0008370664],"genre_scores_gemma":[0.999215,0.0002446024,0.00005018525,0.0000756895,0.000005099741,0.00001217532,0.00008953743,5.48335e-7,0.0003071219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009770918,"threshold_uncertainty_score":0.01942813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264409866206044,"score_gpt":0.2817346805877882,"score_spread":0.2490905819257277,"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."}}