{"id":"W1980794892","doi":"10.1016/j.transci.2003.08.014","title":"Mild reactions to blood donation predict a decreased likelihood of donor return","year":2003,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Blood Services","keywords":"Blood donor; Donation; Lightheadedness; Volunteer; Logistic regression; Medicine; Fainting; Internal medicine; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001021891,0.0001523296,0.0001673805,0.0004768868,0.0004980838,0.0002154359,0.0002263719,0.00005888004,0.0009113927],"category_scores_gemma":[0.0003621896,0.00013296,0.00006105458,0.001886788,0.0001832051,0.001512186,0.00002714312,0.0001158867,0.00002811637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008519264,"about_ca_system_score_gemma":0.00008776452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007759269,"about_ca_topic_score_gemma":0.0005378478,"domain_scores_codex":[0.9983496,0.00002495504,0.0003438201,0.0004334078,0.0005814243,0.0002668037],"domain_scores_gemma":[0.999167,0.00008968892,0.0001352324,0.0002192709,0.0003097476,0.00007907281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003535342,0.001775105,0.04254817,0.0004172768,0.00006422272,0.000008869626,0.0008904893,0.00004938059,0.7866194,0.1294592,0.0009966992,0.03681771],"study_design_scores_gemma":[0.01269792,0.0003778193,0.2775213,0.0007913829,0.001154154,0.00006453384,0.004941897,0.003875996,0.2484908,0.01404066,0.4340007,0.002042843],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537699,0.00007870838,0.00123576,0.001885544,0.0002317499,0.000385053,0.000004908286,0.00009272009,0.04231564],"genre_scores_gemma":[0.9969481,0.000180816,0.001541394,0.001075915,0.00005611805,0.00001987349,0.000002581934,0.00001201687,0.0001631909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5381286,"threshold_uncertainty_score":0.9979111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722611285810203,"score_gpt":0.2428619331280776,"score_spread":0.2256358202699756,"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."}}