{"id":"W3129888088","doi":"10.4314/ejhs.v31i1.7","title":"Neonatal Hyperbilirubinemia treatment by Locally Made Low-Cost Phototherapy Units","year":2021,"lang":"en","type":"article","venue":"Ethiopian Journal of Health Sciences","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Medicine; Jaundice; ABO incompatibility; Exchange transfusion; Unconjugated hyperbilirubinemia; Pediatrics; Bilirubin; Sepsis; Serum bilirubin; Hemolysis; Internal medicine; ABO blood group system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003955552,0.0002834082,0.0002657008,0.0003963539,0.0002446563,0.0002542225,0.0003886414,0.0001833783,0.000965962],"category_scores_gemma":[0.001405486,0.00007849678,0.0002712568,0.0002264108,0.0001897744,0.000179684,0.0003238718,0.0002836959,0.0001592593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000458942,"about_ca_system_score_gemma":0.0004852495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005706534,"about_ca_topic_score_gemma":0.0008181796,"domain_scores_codex":[0.9996138,0.0001802047,0.00004339158,0.00004720769,0.00007315164,0.00004225],"domain_scores_gemma":[0.9991315,0.0001747713,0.0004500847,0.00006806722,0.00007420086,0.000101337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002998017,0.001949854,0.6947523,0.001072715,0.0001996511,0.006844539,0.0006833359,0.0009627239,0.05427815,0.0001832613,0.001107572,0.2349678],"study_design_scores_gemma":[0.000416176,0.01655429,0.9135988,0.000549703,0.0004385635,0.0239393,0.0009836064,0.00177559,0.03409677,0.000121697,0.00747923,0.00004621669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955958,0.002786492,0.0007462148,0.00007631247,0.00001519509,0.00005197422,0.00003883497,0.00003548836,0.0006536581],"genre_scores_gemma":[0.997243,0.001021512,0.001393015,0.00003737236,0.00002617095,0.00005050528,0.00006738172,0.000004520265,0.0001563943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000965962,"threshold_uncertainty_score":0.003329873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930169767961141,"score_gpt":0.3474444972973805,"score_spread":0.3081427996177691,"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."}}