{"id":"W4387570256","doi":"10.1016/j.tmrv.2023.150777","title":"Medication Deferrals in Blood Donors","year":2023,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Intensive care medicine; Blood product; Emergency medicine; Blood stream; Strengths and weaknesses; Medical emergency; Surgery; Internal medicine","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":[0.00250175,0.0002035752,0.0004249326,0.000555933,0.0004918658,0.0008263159,0.0005122198,0.0009720632,0.003419651],"category_scores_gemma":[0.00810062,0.0001099554,0.0003103198,0.0004491621,0.0004119574,0.0004814445,0.0008254813,0.001182027,0.0008372415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004842168,"about_ca_system_score_gemma":0.001494938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154279,"about_ca_topic_score_gemma":0.001645706,"domain_scores_codex":[0.9986932,0.000638846,0.0001706557,0.00007994101,0.0003186693,0.00009874222],"domain_scores_gemma":[0.9974483,0.001409731,0.000556455,0.00008115849,0.0002914235,0.0002129595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002979093,0.000155143,0.01004439,0.002923482,0.00006020945,0.003176088,0.001163394,0.0001103428,0.001098487,0.005252291,0.04176969,0.9339486],"study_design_scores_gemma":[0.00009719851,0.0009275203,0.01707732,0.008597205,0.0001695864,0.03331401,0.001063427,0.0001453125,0.002740726,0.004298127,0.9315357,0.00003392834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02317894,0.9345851,0.001663192,0.0118445,0.001707219,0.00006874905,0.00005309475,0.00006947683,0.02682975],"genre_scores_gemma":[0.1903726,0.7701347,0.003857919,0.01646267,0.004142612,0.0001034047,0.0001901109,0.00003362996,0.01470247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003419651,"threshold_uncertainty_score":0.01323068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682039610053439,"score_gpt":0.3297841126296421,"score_spread":0.2829637165291077,"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."}}