{"id":"W3187030210","doi":"10.1111/trf.16574","title":"How do I think about blood donor eligibility criteria for medical conditions?","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Multidisciplinary approach; Blood donor; Quality (philosophy); Medical emergency; Operations management; Engineering; Political science","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":[0.04040554,0.0004176485,0.0009770027,0.003420054,0.004786575,0.009675972,0.00274209,0.005887166,0.003499018],"category_scores_gemma":[0.1337671,0.0006332099,0.0007929104,0.002039728,0.0166511,0.01060166,0.002921563,0.01690711,0.001584571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007994863,"about_ca_system_score_gemma":0.0169904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04707438,"about_ca_topic_score_gemma":0.05794856,"domain_scores_codex":[0.9804096,0.01068755,0.002156045,0.0007222652,0.00474713,0.001277334],"domain_scores_gemma":[0.9120045,0.04662324,0.00626202,0.001811396,0.02257189,0.01072695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001701076,0.0002186308,0.06645842,0.001193695,0.0001596301,0.001239621,0.06308742,0.0007362782,0.0008989358,0.05162961,0.5350204,0.2791873],"study_design_scores_gemma":[0.00006204678,0.0003114285,0.04642503,0.009519431,0.0001502998,0.005870809,0.1948908,0.001076303,0.001118161,0.1509506,0.5890865,0.0005386394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006706959,0.009046131,0.004642785,0.9657382,0.003905628,0.00004334679,0.0001268738,0.00005093772,0.009739127],"genre_scores_gemma":[0.4584143,0.06287424,0.03916128,0.412847,0.01737919,0.0002265858,0.0004111443,0.0003300142,0.008356242],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04707438,"threshold_uncertainty_score":0.2136875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369406973049732,"score_gpt":0.3094669621373968,"score_spread":0.2857728924068995,"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."}}