{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02744114,0.001690111,0.004677827,0.001856472,0.002517501,0.002971414,0.003428099,0.006888806,0.3994823],"category_scores_gemma":[0.2597958,0.001208436,0.003291355,0.002750288,0.000975245,0.001930105,0.001992389,0.005843082,0.08229306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004512776,"about_ca_system_score_gemma":0.007682197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918287,"about_ca_topic_score_gemma":0.02933263,"domain_scores_codex":[0.9869686,0.006643967,0.002475759,0.001059541,0.002059836,0.0007924659],"domain_scores_gemma":[0.8308055,0.07549194,0.00684452,0.0108489,0.06954958,0.006459492],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001382547,0.00008030592,0.0001024022,0.001656735,0.00008984167,0.00003751363,0.0000462994,0.00002901955,0.00005508849,0.0004368107,0.9862212,0.009862314],"study_design_scores_gemma":[0.05520584,0.001205914,0.01274194,0.01345664,0.001189937,0.000267099,0.000543425,0.001338523,0.0008091842,0.009659881,0.9031749,0.0004067158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.002157722,0.004482722,0.005674325,0.2634823,0.3220375,0.1364688,0.2108816,0.005418409,0.04939663],"genre_scores_gemma":[0.02140381,0.004311476,0.01802529,0.2477765,0.05099281,0.4288492,0.02971446,0.001785717,0.1971408],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9725589,"threshold_uncertainty_score":0.8565655,"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."}}