{"id":"W4405457472","doi":"10.1016/j.puhe.2024.12.018","title":"Effectiveness of prenatal intervention on neonatal hyperbilirubinemia management in rural Bangladesh: Results from a cluster-randomized trial","year":2024,"lang":"en","type":"article","venue":"Public Health","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Cluster randomised controlled trial; Randomized controlled trial; Medicine; Cluster (spacecraft); Intervention (counseling); Pediatrics; Prenatal care; Obstetrics; Environmental health; Internal medicine; Psychiatry; Population; Computer science","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":[0.002545932,0.001702808,0.003664849,0.0003632178,0.0006968669,0.0008944998,0.001220636,0.002031278,0.005108848],"category_scores_gemma":[0.00576517,0.0008922814,0.002671947,0.0006046979,0.001593462,0.001176811,0.0008625014,0.002298186,0.000518824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861673,"about_ca_system_score_gemma":0.002118824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007424942,"about_ca_topic_score_gemma":0.006136073,"domain_scores_codex":[0.9973747,0.001526021,0.0002353716,0.0004283124,0.0001456356,0.0002899447],"domain_scores_gemma":[0.9969972,0.001252582,0.0007027768,0.0002590205,0.0001883359,0.0005999734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9725994,0.008572533,0.002233937,0.001364663,0.00345354,0.0000418966,0.0001319372,0.0004224366,0.0006419498,0.00008309488,0.0003006785,0.01015385],"study_design_scores_gemma":[0.9156889,0.07217543,0.006948829,0.000191899,0.003540912,0.0000217338,0.000139453,0.0005816177,0.000257609,0.0002004692,0.0002211739,0.00003199052],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931657,0.002476827,0.0004550121,0.0004783817,0.0002473935,0.002029082,0.0004520653,0.00004455677,0.0006511019],"genre_scores_gemma":[0.994316,0.001056345,0.001130446,0.0002797876,0.000106538,0.002297025,0.000249507,0.000007420393,0.0005569036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007424942,"threshold_uncertainty_score":0.01709086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957299803932942,"score_gpt":0.3272131912966963,"score_spread":0.3076401932573669,"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."}}