{"id":"W3091944093","doi":"10.1111/vox.12985","title":"50 years of Vox Sanguinis International Forums","year":2020,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Content (measure theory); World Wide Web; Computer science; Political science; Mathematics","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":[0.00804324,0.0006952878,0.0003893547,0.003174525,0.001424089,0.007369271,0.0006716672,0.002586069,0.05933537],"category_scores_gemma":[0.0097512,0.0002146214,0.0004360142,0.002396835,0.001569731,0.004590688,0.004146864,0.002521254,0.01095567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936969,"about_ca_system_score_gemma":0.002138507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009088,"about_ca_topic_score_gemma":0.001615787,"domain_scores_codex":[0.9978447,0.0007719283,0.0001112005,0.0002096354,0.0006269296,0.000435666],"domain_scores_gemma":[0.9929184,0.002046681,0.0007138145,0.0004952976,0.0009502476,0.002875418],"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":[0.0001594312,0.0001369048,0.00197292,0.0005391296,0.00001734175,0.0004942997,0.001292092,0.0001948469,0.0005074367,0.1186955,0.5765477,0.2994423],"study_design_scores_gemma":[0.000003143249,0.0000225698,0.0009743557,0.0002933527,0.00000208924,0.000155771,0.0002262886,0.00003021423,0.0000673676,0.002061859,0.9961588,0.000004273128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01604211,0.4178176,0.001820023,0.1939396,0.1156236,0.00008356258,0.001356758,0.0004323238,0.2528844],"genre_scores_gemma":[0.2082555,0.1767905,0.002494477,0.03640461,0.1079288,0.0001745215,0.002120184,0.000442723,0.4653887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05933537,"threshold_uncertainty_score":0.1984966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576344868832736,"score_gpt":0.2467288433000681,"score_spread":0.2209653946117407,"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."}}