{"id":"W3024418517","doi":"10.1111/vox.12868","title":"Vox Sanguinis International Forum on Donor Incentives: Summary","year":2020,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University; Canadian Blood Services","funders":"","keywords":"Library science; Medicine; Transfusion medicine; Blood transfusion; Family medicine; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006313437,0.001349805,0.0008230362,0.002461599,0.0007801485,0.004630454,0.001369512,0.006199242,0.01794655],"category_scores_gemma":[0.007366237,0.0004234336,0.0007167619,0.004086043,0.0005117457,0.002117814,0.001650368,0.004201113,0.007280402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041147,"about_ca_system_score_gemma":0.00569935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009308979,"about_ca_topic_score_gemma":0.01010614,"domain_scores_codex":[0.997593,0.0004296536,0.0002526791,0.0002655738,0.001025815,0.0004332672],"domain_scores_gemma":[0.9949634,0.001619993,0.0007113889,0.0001432005,0.001786399,0.0007756397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007989096,0.00003841778,0.0004395084,0.0006538591,0.00001760426,0.00006215242,0.00006591222,0.0002495818,0.000161081,0.005996433,0.9361818,0.0560537],"study_design_scores_gemma":[0.00001861215,0.00003681387,0.002573067,0.0008920001,0.00001774035,0.00005786754,0.00008728968,0.0000690835,0.0001891712,0.001452317,0.9945873,0.00001878723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002791094,0.33536,0.003363591,0.3815195,0.1557128,0.0004942559,0.01203601,0.0004442611,0.1082785],"genre_scores_gemma":[0.03485895,0.3767989,0.007050864,0.1209226,0.1050529,0.001211877,0.0115126,0.0004296713,0.3421616],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01794655,"threshold_uncertainty_score":0.06003714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436822077670608,"score_gpt":0.2474795721599192,"score_spread":0.2231113513832131,"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."}}