{"id":"W4416462810","doi":"10.21956/gatesopenres.15331.r34000","title":"Referee report. For: Community health worker-led household screening and management of neonatal hyperbilirubinemia in rural Bangladesh: a cluster randomized control trial protocol [version 1; peer review: 2 approved with reservations]","year":2023,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Grand Challenges Canada; Bill and Melinda Gates Foundation","keywords":"Randomized controlled trial; Protocol (science); Cluster (spacecraft); Cluster randomised controlled trial; Community health; Public health; Community health workers","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02058216,0.0001863242,0.001064476,0.0002459529,0.0002192712,0.00001447578,0.0002398028,0.0001315548,0.00001696128],"category_scores_gemma":[0.003057412,0.0001296261,0.0001444908,0.0008020493,0.0003578038,0.00008513577,0.0002275877,0.0008275848,0.000001296763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355053,"about_ca_system_score_gemma":0.000376969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673597,"about_ca_topic_score_gemma":0.0002794132,"domain_scores_codex":[0.9952307,0.0009692679,0.001099881,0.0003115925,0.001829773,0.0005587278],"domain_scores_gemma":[0.9959762,0.001161252,0.0003808641,0.0006704243,0.001554218,0.0002570022],"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":[0.8556113,0.0002930679,0.001001105,0.02681618,0.0001397896,0.0000690856,0.0001640555,0.000004178668,0.0002349143,0.00001293082,0.107965,0.007688464],"study_design_scores_gemma":[0.9155574,0.001943504,0.002876559,0.01926114,0.00006980557,0.00004912031,0.001856498,0.0007528699,0.0006202775,0.0000390328,0.05679839,0.0001753876],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4841708,0.0008859465,0.000501724,0.142974,0.00004265142,0.3693729,0.001060815,0.0001399118,0.0008511776],"genre_scores_gemma":[0.4505467,0.002851166,0.03372987,0.002144047,0.0005078522,0.378295,0.02314943,0.000289385,0.1084865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14083,"threshold_uncertainty_score":0.7133408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09033110146783788,"score_gpt":0.4191471183655925,"score_spread":0.3288160168977546,"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."}}