{"id":"W3049528336","doi":"10.1111/trf.15977","title":"Donor education – times change and we with time","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine","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":[0.008470789,0.0004199891,0.0004569599,0.00125815,0.0053439,0.01798682,0.0009994974,0.008095537,0.04910355],"category_scores_gemma":[0.01904931,0.0002865665,0.0004940887,0.001757737,0.006373945,0.014125,0.004441992,0.01165231,0.007670769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004701359,"about_ca_system_score_gemma":0.007410835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396033,"about_ca_topic_score_gemma":0.01094931,"domain_scores_codex":[0.995024,0.001973091,0.0002628518,0.0003884076,0.001130672,0.001220954],"domain_scores_gemma":[0.9880311,0.003344643,0.001107753,0.0004868966,0.001612656,0.005416974],"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":[0.00006121736,0.00006932062,0.001727074,0.000161811,0.00002069151,0.0002155807,0.003215688,0.00003966529,0.0001252516,0.05847709,0.8477092,0.08817754],"study_design_scores_gemma":[0.000006459998,0.00001340271,0.001519833,0.0002120445,0.000004979746,0.000166747,0.00400197,0.00001734299,0.00006109246,0.01229252,0.9816886,0.000015057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002606982,0.01853214,0.0002744244,0.8799267,0.06294844,0.000004489117,0.000076588,0.00004239881,0.03558786],"genre_scores_gemma":[0.1897356,0.05993618,0.001108618,0.497191,0.1101235,0.00004393657,0.0003605835,0.0004700371,0.1410306],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04910355,"threshold_uncertainty_score":0.1642678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793701040472493,"score_gpt":0.2262891820901746,"score_spread":0.1983521716854497,"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."}}