{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03913717,0.0003818697,0.0009189441,0.00166368,0.001942403,0.00271397,0.001424615,0.001775221,0.005448693],"category_scores_gemma":[0.05147327,0.000519651,0.0009044735,0.003141592,0.0009917142,0.00225314,0.004688476,0.001877534,0.0009017977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218839,"about_ca_system_score_gemma":0.00427018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686567,"about_ca_topic_score_gemma":0.009615653,"domain_scores_codex":[0.9721581,0.01467433,0.004507217,0.002436071,0.004414286,0.001810064],"domain_scores_gemma":[0.921455,0.02266889,0.02719096,0.005798494,0.01066054,0.0122261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001970362,0.001224885,0.9634857,0.0009413283,0.0004379283,0.000241274,0.004625295,0.00006369271,0.0002471547,0.0003788584,0.0129879,0.01339576],"study_design_scores_gemma":[0.001379557,0.001638451,0.9695848,0.002415514,0.0005680659,0.001384859,0.007075266,0.000376734,0.0004381592,0.0003307585,0.01472029,0.00008773261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774547,0.003163697,0.002293788,0.003660026,0.0001829779,0.002975146,0.004668762,0.00002277708,0.005578264],"genre_scores_gemma":[0.9874872,0.0007793164,0.002267895,0.002628396,0.0001594619,0.003253148,0.002744469,0.00003289271,0.0006470508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03913717,"threshold_uncertainty_score":0.2069796,"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."}}