{"id":"W4306913672","doi":"10.1182/bloodadvances.2022007698","title":"The Consortium on Newborn Screening in Africa for sickle cell disease: study rationale and methodology","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; American Society of Hematology","keywords":"Medicine; Psychological intervention; Newborn screening; Population; Pediatrics; Clinical trial; Cohort; Disease; Malaria; Intervention (counseling); Family medicine; Environmental health; Internal medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004252527,0.00007529619,0.0001422466,0.00004434847,0.0003431452,0.000008332364,0.00005520086,0.00001516541,0.00001945306],"category_scores_gemma":[0.000201783,0.00005169732,0.00003181798,0.0001227071,0.00005692719,0.00002939941,0.00004380702,0.0001455898,6.130801e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006621124,"about_ca_system_score_gemma":0.00005054633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006399432,"about_ca_topic_score_gemma":0.00001824499,"domain_scores_codex":[0.9991841,0.0001594515,0.0001551849,0.0001918356,0.0001375289,0.0001719322],"domain_scores_gemma":[0.9989887,0.0007657725,0.00005359178,0.0001147728,0.00002003871,0.00005712975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01681797,0.01359767,0.565047,0.0005632666,0.0007458435,0.000602669,0.01633593,0.02441811,0.004597678,0.009713546,0.006556685,0.3410037],"study_design_scores_gemma":[0.01083115,0.002813732,0.03713661,0.00002844422,0.0003251091,0.00001494319,0.03946888,0.0007440117,0.0003364541,0.002416458,0.9056695,0.00021476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919247,0.06357148,0.001384697,0.008219054,0.0004033038,0.003732086,0.00007521499,0.00006503604,0.003302125],"genre_scores_gemma":[0.9891732,0.000699794,0.006082346,0.0004707427,0.00007289405,0.0006634082,0.00002217117,0.00002027237,0.002795169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8991128,"threshold_uncertainty_score":0.263923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934728364081688,"score_gpt":0.3105040835364912,"score_spread":0.2611567998956743,"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."}}