{"id":"W4311279748","doi":"10.1111/vox.13391","title":"Medication use in Canadian blood donors","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Blood donor; Intensive care medicine; Family medicine; Immunology","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":[0.0009611392,0.0001882612,0.0002397582,0.001746304,0.002002304,0.0009986112,0.0005940025,0.0002170909,0.002769817],"category_scores_gemma":[0.003017047,0.0001367644,0.0002744696,0.003841958,0.000445766,0.0002005715,0.0004431211,0.0003862639,0.0002035775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0150794,"about_ca_system_score_gemma":0.01475727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9547089,"about_ca_topic_score_gemma":0.9582635,"domain_scores_codex":[0.9988185,0.00009875244,0.00008194473,0.0001116018,0.0006039711,0.0002853211],"domain_scores_gemma":[0.9976592,0.0001848602,0.0007419825,0.00005044855,0.0009740934,0.0003894507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008161028,0.00003711502,0.978224,0.00008312725,0.0000203931,0.000117444,0.00103503,0.0000646834,0.0001921739,0.0001021418,0.001789987,0.01825222],"study_design_scores_gemma":[0.000005539192,0.00003925174,0.9951069,0.00005038475,0.00002113185,0.0002225264,0.0009087319,0.0001179491,0.0002097216,0.00001653716,0.00328901,0.00001235221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890473,0.00195132,0.00009803849,0.0005049945,0.0000178227,0.00003644301,0.003641318,0.00001524055,0.004687515],"genre_scores_gemma":[0.9969818,0.0009567587,0.0001777995,0.00013229,0.000007234229,0.00001019182,0.0009351321,0.000002857706,0.0007958981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04529113,"threshold_uncertainty_score":0.1094092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016200662428906,"score_gpt":0.2276362290270139,"score_spread":0.2074742224027248,"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."}}