{"id":"W2799941673","doi":"10.1371/journal.pmed.1002555","title":"Two-year impact of community-based health screening and parenting groups on child development in Zambia: Follow-up to a cluster-randomized controlled trial","year":2018,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Department for International Development; Department for International Development, UK Government; PATH","keywords":"Bayley Scales of Infant Development; Toddler; Psychological intervention; Medicine; Population; Child development; Randomized controlled trial; Intervention (counseling); Cluster randomised controlled trial; Neurocognitive; Pediatrics; Psychology; Demography; Developmental psychology; Environmental health; Psychiatry; Cognition; Psychomotor learning","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":[0.00321835,0.0002378812,0.001713819,0.0005390309,0.0003059528,0.00002449957,0.0001699704,0.00005667278,0.00003831713],"category_scores_gemma":[0.001203216,0.0001647126,0.0001503423,0.0003126557,0.000166662,0.00005970369,0.00005745175,0.0003876769,0.000003083083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249884,"about_ca_system_score_gemma":0.00004486522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260608,"about_ca_topic_score_gemma":0.0005431116,"domain_scores_codex":[0.9966395,0.001340696,0.001054003,0.0002020559,0.0004094422,0.000354241],"domain_scores_gemma":[0.9977182,0.001344339,0.0003579834,0.0002557016,0.0001115329,0.0002123125],"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":[0.9866129,0.0004923299,0.002523281,0.0001543786,0.000147283,0.00000116308,0.008897032,0.00001095366,0.00009214951,0.00001634875,0.0003919695,0.0006602587],"study_design_scores_gemma":[0.9878073,0.003094851,0.00303576,0.003818308,0.00007800479,0.000001897131,0.000474255,0.0006230672,0.0008152156,0.00006284282,0.00003694115,0.0001516131],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861649,0.00006792536,0.0003555419,0.008271984,0.0004681264,0.004093811,0.000004942066,0.00005023123,0.0005225],"genre_scores_gemma":[0.9945073,0.000003855242,0.0006254646,0.0041737,0.0004655123,0.000119225,0.0000712425,0.0000269559,0.000006709524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008422777,"threshold_uncertainty_score":0.6716786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071121959544611,"score_gpt":0.3352693346274164,"score_spread":0.2945581150319703,"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."}}