{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02297843,0.001571629,0.004306911,0.001761134,0.002508938,0.002808895,0.003429922,0.006811434,0.42747],"category_scores_gemma":[0.2287208,0.001095745,0.002924643,0.00254833,0.0009202216,0.001793314,0.002014308,0.005354342,0.09068748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004416761,"about_ca_system_score_gemma":0.007511942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100561,"about_ca_topic_score_gemma":0.03191804,"domain_scores_codex":[0.9893464,0.005282409,0.002000453,0.0009239825,0.001741415,0.0007053625],"domain_scores_gemma":[0.8557693,0.06262725,0.005557916,0.009129566,0.06068292,0.006233148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00115386,0.00007635264,0.00009639146,0.001231652,0.00006568,0.00003461667,0.00003714709,0.00002371157,0.00004557785,0.0003864171,0.9875831,0.00926536],"study_design_scores_gemma":[0.04705236,0.00108986,0.01216326,0.01037051,0.0009297403,0.0002587929,0.0005078985,0.001095124,0.0006958215,0.008087661,0.9174092,0.0003399022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.002187455,0.004610748,0.004987616,0.2881504,0.3110798,0.1132276,0.2143961,0.005172402,0.05618795],"genre_scores_gemma":[0.02127399,0.004323388,0.01678341,0.2770648,0.05436973,0.364783,0.03203391,0.001709997,0.2276577],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.42747,"threshold_uncertainty_score":0.8166445,"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."}}