{"id":"W4233570672","doi":"10.21203/rs.3.rs-15575/v2","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":false,"ca_institutions":"University of Alberta","funders":"Johns Hopkins University; Bill and Melinda Gates Foundation","keywords":"Randomized controlled trial; Cluster (spacecraft); Cluster randomised controlled trial; Medicine; Demography; Environmental health; Computer science; Sociology; Internal medicine","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":[0.007651368,0.00262248,0.004977598,0.0008462641,0.00178387,0.001881368,0.001988962,0.004901094,0.0186429],"category_scores_gemma":[0.01340136,0.001409492,0.002929082,0.0008973834,0.002829179,0.00223111,0.001982106,0.004878632,0.001425673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023427,"about_ca_system_score_gemma":0.006176501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025885,"about_ca_topic_score_gemma":0.01126716,"domain_scores_codex":[0.9921741,0.005165464,0.0004956188,0.001143304,0.0003117505,0.0007097219],"domain_scores_gemma":[0.9940883,0.002580286,0.0007523358,0.0005965934,0.000487415,0.001495039],"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":[0.977233,0.01038367,0.0003225771,0.001143968,0.001090475,0.00002049452,0.0001286316,0.0002877769,0.0002120673,0.0002388431,0.0009222883,0.008016237],"study_design_scores_gemma":[0.9823183,0.01597984,0.0004749098,0.00007901221,0.0003761212,0.000003415217,0.00005140006,0.000269205,0.00004925481,0.0001757797,0.0002125864,0.00001013488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757268,0.002741371,0.004482012,0.003131273,0.004297229,0.09970039,0.003225313,0.0006550966,0.006040489],"genre_scores_gemma":[0.8640534,0.001010729,0.01133375,0.001944073,0.0006895778,0.1155103,0.0008080755,0.00005406107,0.00459615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186429,"threshold_uncertainty_score":0.06236672,"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."}}