{"id":"W4239635037","doi":"10.21203/rs.3.rs-15575/v1","title":"Community-Based Cluster Randomized Controlled Trial: Empowering Households to Identify and Provide Appropriate Care for Low-Birthweight Newborns in Nepal","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Johns Hopkins University; Bill and Melinda Gates Foundation","keywords":"Cluster (spacecraft); Cluster randomised controlled trial; Randomized controlled trial; Medicine; Environmental health; Pediatrics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005000436,0.001663939,0.003638809,0.0008257984,0.001277504,0.001370019,0.001772031,0.003022667,0.01063819],"category_scores_gemma":[0.007928953,0.0008996435,0.002345277,0.0008037393,0.001582049,0.001351208,0.001234155,0.003422802,0.0007788913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875604,"about_ca_system_score_gemma":0.004665951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007067947,"about_ca_topic_score_gemma":0.008568136,"domain_scores_codex":[0.9950789,0.003102897,0.0003166911,0.0007218098,0.0003111761,0.0004684481],"domain_scores_gemma":[0.9963819,0.001337002,0.0006392378,0.0003317106,0.0003934727,0.0009166331],"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":[0.9617338,0.0195618,0.000913365,0.002439814,0.001661734,0.00004083748,0.0001704345,0.0003728918,0.0004190397,0.0002070612,0.0008560173,0.01162323],"study_design_scores_gemma":[0.9562432,0.04061823,0.001591869,0.0001472397,0.0004799679,0.000007104802,0.00006785953,0.0003294872,0.00009814445,0.0001419577,0.0002642811,0.00001067157],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241643,0.002899079,0.001392897,0.001329183,0.001315061,0.06414091,0.001715179,0.0002937772,0.002749642],"genre_scores_gemma":[0.9066771,0.001103519,0.005516239,0.001222696,0.0003372072,0.08159241,0.0005837998,0.00001537788,0.002951683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063819,"threshold_uncertainty_score":0.03558826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06242779073873397,"score_gpt":0.4273530616827672,"score_spread":0.3649252709440332,"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."}}