{"id":"W7045679274","doi":"","title":"Blood Donor Return Behaviour in South Africa and the United States at Mobile Drives and Fixed Donation Sites.","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Blood Foundation; McGill University","keywords":"Blood donor; Donation; Population; Payment; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009507834,0.0001834203,0.0001791067,0.0007062656,0.001714105,0.001276204,0.0003945726,0.0004779045,0.005519446],"category_scores_gemma":[0.004614456,0.0002097847,0.0001767934,0.001534342,0.0008002548,0.0008865783,0.001615296,0.0009387693,0.0009338804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579205,"about_ca_system_score_gemma":0.002042488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1168267,"about_ca_topic_score_gemma":0.2316657,"domain_scores_codex":[0.9993429,0.0002435399,0.00003376799,0.00006596457,0.00007055912,0.0002433936],"domain_scores_gemma":[0.9973432,0.0006026588,0.0008535663,0.00004886438,0.0003177215,0.0008340487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002591037,0.0002489673,0.8669532,0.00009060272,0.00001824846,0.0005323928,0.103166,0.00007971306,0.0004595905,0.0005259805,0.004319128,0.02334696],"study_design_scores_gemma":[0.000008580298,0.0001327361,0.7726122,0.0001432844,0.00001234797,0.0002250009,0.2229585,0.00008360831,0.0001234935,0.00006628023,0.003620191,0.00001378919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976407,0.0002110207,0.00002302805,0.0005515098,0.000009316373,0.00001180849,0.0001678215,0.000001404857,0.001383388],"genre_scores_gemma":[0.9968617,0.0004655044,0.00004090171,0.0002374955,0.000004448461,0.00001614035,0.0001034718,0.000003297818,0.002267163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168267,"threshold_uncertainty_score":0.2322934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013632207886961,"score_gpt":0.226536795010647,"score_spread":0.212904587123686,"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."}}