{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001173244,0.0005598435,0.0005034099,0.001099299,0.0009565096,0.0007597901,0.0003028203,0.0004206975,0.0002719168],"category_scores_gemma":[0.000386557,0.0004475402,0.0001389356,0.001197495,0.0001207618,0.001629109,0.0002194285,0.001089574,0.00009780757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006899718,"about_ca_system_score_gemma":0.00001432228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000971315,"about_ca_topic_score_gemma":0.006712734,"domain_scores_codex":[0.9973173,0.0001430239,0.0007010045,0.0008671881,0.0005793185,0.0003921305],"domain_scores_gemma":[0.9983162,0.0004175971,0.0005680322,0.0003141283,0.0003339176,0.00005017493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009092094,0.003413548,0.02805601,0.01254077,0.00361822,0.0009523548,0.008100538,0.0003827491,0.02290682,0.7770278,0.000284855,0.1336242],"study_design_scores_gemma":[0.03156459,0.000277255,0.05648768,0.00296325,0.01116437,0.00008082831,0.03689083,0.006158062,0.008679247,0.1098145,0.729636,0.006283371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820271,0.001668555,3.93722e-8,0.0001885142,0.0004599993,0.001016962,0.000193842,0.0002120195,0.01423301],"genre_scores_gemma":[0.9904494,0.0009351546,0.00004044757,0.0005215904,0.0000719076,0.0002818741,0.002650724,0.0001175409,0.00493141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7293511,"threshold_uncertainty_score":0.9997976,"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."}}