{"id":"W2157473090","doi":"10.1016/j.tmrv.2007.03.002","title":"The Canadian Blood Donor Health Assessment Questionnaire: Lessons From History, Application of Cognitive Science Principles, and Recommendations for Change","year":2007,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"","keywords":"Context (archaeology); Cognition; Psychology; Quality (philosophy); Food and drug administration; Blood collection; Medical education; Medicine; Environmental health; Psychiatry","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":[0.03152883,0.001423826,0.004358689,0.006663737,0.001620993,0.002940529,0.004843667,0.001737881,0.001821337],"category_scores_gemma":[0.04208652,0.0005047426,0.001367181,0.01163892,0.00263161,0.001792278,0.001451096,0.003855243,0.000369075],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03495397,"about_ca_system_score_gemma":0.09904681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8355029,"about_ca_topic_score_gemma":0.9122241,"domain_scores_codex":[0.9886247,0.002597297,0.001036677,0.0005631466,0.00688155,0.0002966087],"domain_scores_gemma":[0.9382928,0.02039854,0.002288583,0.0009056815,0.03655844,0.001555926],"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":[0.0001385894,0.0001223744,0.009716884,0.01426399,0.0004809229,0.00007305811,0.001010758,0.0003315184,0.00008824095,0.004826119,0.09007023,0.8788774],"study_design_scores_gemma":[0.0002145082,0.0001980391,0.1703778,0.09466891,0.001867642,0.0004621216,0.002899553,0.0009450009,0.0003634942,0.006772908,0.7208821,0.000347931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001904074,0.9708893,0.001356982,0.01872149,0.001346379,0.0002537857,0.001325347,0.00003644677,0.004166086],"genre_scores_gemma":[0.02311185,0.9548538,0.01163788,0.005591587,0.0006658312,0.0005372547,0.001728881,0.00003912229,0.001833844],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.965046,"threshold_uncertainty_score":0.3309316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516352339577394,"score_gpt":0.4379298412767235,"score_spread":0.1862946073189841,"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."}}