{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561202,0.0002034785,0.000759162,0.0004325932,0.00006100094,0.000002771383,0.0001082271,0.0001813614,0.0009302508],"category_scores_gemma":[0.0003762213,0.0001280045,0.0001390868,0.001602128,0.0001213027,0.00004795097,0.00001318233,0.0003866286,0.0005782579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002817483,"about_ca_system_score_gemma":0.00006159986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009028141,"about_ca_topic_score_gemma":0.0003237844,"domain_scores_codex":[0.9979437,0.0001410551,0.0008574288,0.0003402641,0.0003798394,0.0003377422],"domain_scores_gemma":[0.9991972,0.0000772008,0.00008828072,0.0003690765,0.00003629525,0.0002318997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002412031,0.000682848,0.1701257,0.00393742,0.0001237589,0.0005511625,0.00833552,0.00001728467,0.04761854,0.0009741177,0.09729303,0.6700994],"study_design_scores_gemma":[0.01804115,0.0014336,0.1485832,0.01331689,0.001342745,0.0004228939,0.002727735,0.0005299743,0.001085091,0.00073882,0.8110887,0.0006892013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8999618,0.04673102,0.000173869,0.03162318,0.0005108729,0.002099389,0.000001760941,0.0002788411,0.01861929],"genre_scores_gemma":[0.02301459,0.9735988,0.0001161219,0.001513755,0.0001823764,0.0001019961,0.0001005427,0.00002850833,0.001343291],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9268678,"threshold_uncertainty_score":0.999983,"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."}}