{"id":"W4384926187","doi":"10.1016/s2214-109x(23)00271-1","title":"Promoting early childhood development in Viet Nam: cost-effectiveness analysis alongside a cluster-randomised trial","year":2023,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Grand Challenges Canada; World Health Organization","keywords":"Cost effectiveness; Medicine; Cluster randomised controlled trial; Psychological intervention; Randomized controlled trial; Pediatrics; Demography; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03222257,0.00302957,0.006855835,0.001791555,0.0006488112,0.001947366,0.001923933,0.002728511,0.006293467],"category_scores_gemma":[0.03672426,0.00121433,0.01284711,0.001981715,0.001304754,0.00255388,0.002224923,0.002954111,0.0004089805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007126663,"about_ca_system_score_gemma":0.006024061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007732797,"about_ca_topic_score_gemma":0.005623352,"domain_scores_codex":[0.9595798,0.03487889,0.001872798,0.001241591,0.000972103,0.001454845],"domain_scores_gemma":[0.9817387,0.01117347,0.003294395,0.001401779,0.001157215,0.001234403],"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":[0.8956436,0.005342313,0.003065362,0.009537758,0.03673984,0.0001632766,0.0001859593,0.01238146,0.0004644842,0.0009321392,0.0005286149,0.03501518],"study_design_scores_gemma":[0.8229086,0.1069628,0.005773982,0.002541998,0.03829398,0.0001564645,0.0002642177,0.01844675,0.000630951,0.002458467,0.00143589,0.0001258653],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812619,0.02527929,0.01539178,0.001855662,0.001463571,0.06824744,0.002485405,0.0003329323,0.003681916],"genre_scores_gemma":[0.9495589,0.002854038,0.01061386,0.0005658911,0.0001993785,0.03491902,0.0004945932,0.00002423182,0.0007700438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03222257,"threshold_uncertainty_score":0.1704113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769782447936138,"score_gpt":0.3583124688115283,"score_spread":0.320614644332167,"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."}}