{"id":"W2175294268","doi":"10.1136/bmj.h4029","title":"Effective interventions and strategies for improving early child development","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; McMaster University","funders":"World Health Organization","keywords":"Psychological intervention; Sustainable development; Computer science; Medicine; Data science; Political science; Nursing","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":[0.01149168,0.002022172,0.001012044,0.002127156,0.002390057,0.004864085,0.002986504,0.01112189,0.01753657],"category_scores_gemma":[0.03952795,0.0005865333,0.001570494,0.001050921,0.003846271,0.005653289,0.006698829,0.01008508,0.002874476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388914,"about_ca_system_score_gemma":0.02270557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336434,"about_ca_topic_score_gemma":0.03012619,"domain_scores_codex":[0.9908483,0.004763922,0.0005412804,0.0004884677,0.002046844,0.001311092],"domain_scores_gemma":[0.9840179,0.008834982,0.00160649,0.0005675866,0.002070854,0.002902148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001075953,0.002079899,0.004503708,0.005039352,0.0002258621,0.0004318359,0.002768209,0.001258302,0.0006187297,0.08150001,0.5622936,0.3391728],"study_design_scores_gemma":[0.0007689031,0.0007491836,0.01703201,0.02935671,0.0004324864,0.0006522777,0.01531207,0.001088954,0.00138152,0.1833854,0.7496318,0.0002085985],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001801576,0.04355707,0.007120018,0.9098803,0.01110508,0.0002580972,0.0002535037,0.0002209623,0.02580342],"genre_scores_gemma":[0.08319046,0.2362176,0.09069361,0.5511497,0.0172132,0.004316345,0.0006899588,0.0001477642,0.01638132],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01753657,"threshold_uncertainty_score":0.06077451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03774738970515694,"score_gpt":0.3350566793990826,"score_spread":0.2973092896939257,"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."}}