{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001919819,0.0002344662,0.000207989,0.0002349931,0.000212659,0.0004322371,0.0004863265,0.00009283352,0.00451588],"category_scores_gemma":[0.0003926616,0.0002189021,0.0001523573,0.000490541,0.00005800811,0.001374557,0.0001809722,0.0002522861,0.002642042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001957322,"about_ca_system_score_gemma":0.00002587749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904005,"about_ca_topic_score_gemma":0.00007258401,"domain_scores_codex":[0.9983857,0.00002027406,0.0003509425,0.0004530983,0.0005036014,0.0002863698],"domain_scores_gemma":[0.999206,0.0001149695,0.0002416844,0.0002100432,0.000182393,0.00004492213],"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":[0.0009481381,0.0009203971,0.05714778,0.0002059257,0.0004291731,0.0001603313,0.001065114,0.00004898766,0.001180902,0.1520998,0.6527174,0.1330761],"study_design_scores_gemma":[0.001206001,0.00003549517,0.005995289,0.00003990037,0.00005461897,0.000001246684,0.001192105,0.001029467,0.000288098,0.0006583126,0.9892151,0.0002843869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07070802,0.0003202593,0.0005686937,0.1532026,0.0030818,0.0005495381,0.0000632462,0.0006909693,0.7708148],"genre_scores_gemma":[0.9342126,0.00006864793,0.000288656,0.06209406,0.002231904,0.00002700391,0.0001343261,0.00004345163,0.0008993099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8635046,"threshold_uncertainty_score":0.9981345,"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."}}