{"id":"W3094776043","doi":"10.1182/blood.v130.suppl_1.3745.3745","title":"Transfusion of Sickle Cell Anemia Patients in Quebec: Challenges and Opportunities","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Medicine; Population; Anemia; Incidence (geometry); Sickle cell anemia; Blood transfusion; Demography; Blood donor; Per capita; Ethnic group; Gerontology; Family medicine; Environmental health; Immunology; Internal medicine; Political science; Disease","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":[0.002952694,0.0002255533,0.0003185895,0.0006009606,0.003676919,0.002556637,0.00135606,0.001059068,0.009333937],"category_scores_gemma":[0.00496763,0.0001565448,0.0003215748,0.001692784,0.0008708726,0.0009311305,0.001167585,0.00143372,0.0005667439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03248536,"about_ca_system_score_gemma":0.0642049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602736,"about_ca_topic_score_gemma":0.9783906,"domain_scores_codex":[0.9984799,0.0004413963,0.00008311575,0.00009331419,0.0003686915,0.0005335806],"domain_scores_gemma":[0.990802,0.0008636032,0.0007707109,0.0001186787,0.003849841,0.003595232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003169716,0.0003896435,0.476856,0.001223646,0.0001234592,0.002088547,0.004480497,0.0005559984,0.0008512431,0.003759649,0.2760674,0.233287],"study_design_scores_gemma":[0.0001085793,0.0003233676,0.7643915,0.00372945,0.0001265225,0.001586254,0.02130399,0.001808678,0.0002834717,0.001618439,0.2045821,0.0001376436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3274087,0.0809079,0.001271958,0.5308277,0.002676056,0.0004226079,0.005589896,0.0001530517,0.05074211],"genre_scores_gemma":[0.8656523,0.05182083,0.003754651,0.05872754,0.001372674,0.0002696762,0.003097296,0.00005349643,0.01525156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03972644,"threshold_uncertainty_score":0.2356989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263128879549564,"score_gpt":0.2315553085442835,"score_spread":0.2089240197487878,"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."}}