{"id":"W4296817009","doi":"10.1016/s2352-3026(22)00317-9","title":"Blueprint for greater security of immunoglobulins for patients in Canada","year":2022,"lang":"en","type":"letter","venue":"The Lancet Haematology","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Blueprint; Interim; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003964794,0.0007076616,0.001055325,0.001289268,0.009788704,0.006993182,0.002340675,0.06212793,0.0248322],"category_scores_gemma":[0.01660593,0.001100484,0.001857801,0.001259093,0.005374911,0.002295298,0.00274236,0.0307443,0.005186535],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0447118,"about_ca_system_score_gemma":0.187631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9092057,"about_ca_topic_score_gemma":0.9625809,"domain_scores_codex":[0.9920886,0.0006525416,0.000435674,0.000486393,0.002780074,0.003556743],"domain_scores_gemma":[0.9726062,0.004337496,0.0008574183,0.0005586368,0.007650916,0.01398941],"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":[0.00004234174,0.00003183904,0.0006745313,0.00004295487,0.00001746251,0.0004862597,0.0001610821,0.0001316866,0.0002359732,0.004390228,0.9895695,0.004216259],"study_design_scores_gemma":[0.0001593358,0.00004573784,0.006649263,0.0002330136,0.00003954628,0.0003312019,0.0007159951,0.0004382949,0.0001701294,0.003570379,0.9875354,0.0001115826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001714272,0.001943836,0.0001817043,0.96007,0.01389729,0.00007117425,0.000298852,0.00008408096,0.02173873],"genre_scores_gemma":[0.00929318,0.0009903461,0.0004792313,0.9018594,0.004978089,0.00005059922,0.00009106888,0.00005024809,0.08220796],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9552882,"threshold_uncertainty_score":0.3244083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806332417927052,"score_gpt":0.2418535775082858,"score_spread":0.2137902533290153,"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."}}