{"id":"W2884543881","doi":"10.4172/2329-891x.1000260","title":"White Paper: Pathways to Progress in Newborn Screening for Sickle Cell Disease in Sub-Saharan Africa","year":2018,"lang":"en","type":"article","venue":"Journal of Tropical Diseases","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Doris Duke Charitable Foundation","keywords":"Malaria; Disease; Medicine; Newborn screening; Health care; Anemia; Sickle cell anemia; Intensive care medicine; Pediatrics; Immunology; Economic growth; Internal 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":[0.01916489,0.0007022035,0.0005291828,0.001371335,0.002744767,0.006928582,0.002011905,0.005106953,0.02473769],"category_scores_gemma":[0.07003438,0.0003434768,0.0007088978,0.001307319,0.00107481,0.004718974,0.009135189,0.004842415,0.004028812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003778332,"about_ca_system_score_gemma":0.05295468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317294,"about_ca_topic_score_gemma":0.01220488,"domain_scores_codex":[0.9881594,0.005775492,0.0009507254,0.0006440922,0.002078302,0.002391954],"domain_scores_gemma":[0.9538053,0.01176252,0.003207211,0.0008712613,0.008845977,0.02150782],"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":[0.0001392605,0.0002012495,0.01177557,0.001149837,0.00005716716,0.0005337654,0.002169202,0.0004028575,0.0001534513,0.007400973,0.8168602,0.1591565],"study_design_scores_gemma":[0.0001993713,0.0003221736,0.02784906,0.006674146,0.0001277952,0.0005194988,0.008438875,0.0005215045,0.000730385,0.008601112,0.9459294,0.00008662555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007819967,0.01096072,0.001268135,0.9273875,0.02000341,0.0004723953,0.002701824,0.0002444396,0.02914163],"genre_scores_gemma":[0.3108547,0.1403192,0.04803155,0.3674073,0.02171289,0.004272905,0.01273713,0.0008752011,0.09378901],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02473769,"threshold_uncertainty_score":0.1013548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575563155194153,"score_gpt":0.2585818318248103,"score_spread":0.2428262002728687,"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."}}