{"id":"W4223479920","doi":"10.1111/vox.13281","title":"Blood donor eligibility criteria for medical conditions: A <scp>BEST</scp> collaborative study","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Children's National Hospital","keywords":"Deferral; Medicine; Blood management; Population; Excellence; Donation; Blood transfusion; Family medicine; Surgery; Environmental health; Finance","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":[0.00148652,0.0001946232,0.0002740783,0.0002590792,0.0009465115,0.0003492002,0.0003795508,0.0000617727,0.005488852],"category_scores_gemma":[0.002204056,0.0001915819,0.0001025754,0.0009703359,0.00007326899,0.0007866431,0.0002221263,0.0002412683,0.0001391975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001960447,"about_ca_system_score_gemma":0.000138873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003211919,"about_ca_topic_score_gemma":0.0003635175,"domain_scores_codex":[0.9979492,0.0001062583,0.0004506627,0.0004873985,0.0007308766,0.0002755942],"domain_scores_gemma":[0.9982561,0.0007053482,0.0002580536,0.0003087859,0.0004322809,0.00003937047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005920405,0.03970858,0.1345229,0.0008343945,0.002135421,0.0005280151,0.01098811,0.0000572262,0.001541803,0.1228359,0.6740833,0.0121724],"study_design_scores_gemma":[0.005823226,0.000339058,0.008619592,0.00001606601,0.0005851209,0.00001081843,0.03249833,0.0006578395,0.0001100071,0.004446526,0.946703,0.0001904688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964325,0.0002981758,0.0001091237,0.004251692,0.001250588,0.001961373,0.0002494848,0.0002532415,0.0273013],"genre_scores_gemma":[0.9916737,0.0000121855,0.0001991061,0.005223882,0.0006895968,0.001278875,0.0001684096,0.00003164321,0.0007225801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726196,"threshold_uncertainty_score":0.9954203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576453481197563,"score_gpt":0.3399593708344092,"score_spread":0.3141948360224336,"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."}}