{"id":"W4416470686","doi":"10.21956/gatesopenres.16516.r36817","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 2; peer review: 1 approved, 2 approved with reservations]","year":2024,"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":[0.01837787,0.0002289171,0.00112163,0.0002391022,0.0001864003,0.00003182967,0.0002524103,0.0001569763,0.00002149776],"category_scores_gemma":[0.002129792,0.000154702,0.0001848187,0.000622917,0.0004137657,0.0001226914,0.0002109193,0.001135243,9.289387e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912606,"about_ca_system_score_gemma":0.0005406574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065282,"about_ca_topic_score_gemma":0.0002653686,"domain_scores_codex":[0.9951112,0.0009251035,0.001200852,0.0004012246,0.001814039,0.000547604],"domain_scores_gemma":[0.9963051,0.001050049,0.0002876684,0.0006963584,0.001386614,0.0002741886],"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":[0.8315403,0.0003949736,0.0003043397,0.06030537,0.0002391937,0.00009736052,0.0002140692,0.000002821764,0.000317753,0.00003388832,0.08856221,0.01798772],"study_design_scores_gemma":[0.8153287,0.00245388,0.0006422924,0.04091979,0.0001221234,0.0001263055,0.00174641,0.001717062,0.0008174646,0.00005970461,0.1358229,0.0002434246],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2502341,0.00660019,0.003040786,0.194633,0.00009993103,0.541484,0.001793649,0.0002054533,0.001908877],"genre_scores_gemma":[0.4466095,0.002817122,0.06120587,0.002088137,0.0007000885,0.3691244,0.01568198,0.0003469659,0.101426],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1963753,"threshold_uncertainty_score":0.636944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0736092941682645,"score_gpt":0.4097809889105342,"score_spread":0.3361716947422697,"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."}}