{"id":"W2743716454","doi":"10.1056/jw201110130000007","title":"Sizeable Minority of U.K. Men Who Have Sex with Men Donate Blood","year":2011,"lang":"en","type":"article","venue":"Journal watch","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood donations; Medicine; Men who have sex with men; Demography; Blood donor; Family medicine; Human immunodeficiency virus (HIV); Immunology; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003878477,0.0001293228,0.0002139667,0.0003494991,0.0007878582,0.0007561622,0.0003602487,0.0002580099,0.003788626],"category_scores_gemma":[0.002213456,0.0001600329,0.0001472011,0.0006799615,0.0003731649,0.0004342601,0.0004606085,0.0003537223,0.001152942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520162,"about_ca_system_score_gemma":0.0007593727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05203,"about_ca_topic_score_gemma":0.07692714,"domain_scores_codex":[0.9995728,0.0000694594,0.00003524499,0.00005888739,0.0001517793,0.0001117435],"domain_scores_gemma":[0.9984599,0.0002192322,0.000861846,0.0001342143,0.0001844924,0.0001402714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009725697,0.0001130248,0.9606507,0.00006189798,0.00003116694,0.00008316385,0.003630066,0.00005072508,0.0007904466,0.0003753157,0.004028649,0.03008746],"study_design_scores_gemma":[0.000006565954,0.00009402457,0.9791183,0.0000795179,0.00002474031,0.0003337035,0.009560156,0.00008740657,0.0005085941,0.0001179248,0.01005843,0.0000104649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908071,0.0007319131,0.0001266255,0.0007372189,0.00002949686,0.00003671034,0.0007967681,0.00001213692,0.006721949],"genre_scores_gemma":[0.9952543,0.0008278221,0.00009087803,0.0006765146,0.00001259636,0.00001281179,0.0002974177,0.00000251051,0.002825141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05203,"threshold_uncertainty_score":0.1034543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206202754925545,"score_gpt":0.2229647333202619,"score_spread":0.2023444578277074,"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."}}