{"id":"W2559088806","doi":"10.1186/s12889-016-3840-0","title":"Integrated agriculture programs to address malnutrition in northern Malawi","year":2016,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; The Scarborough Hospital; University of Toronto","funders":"International Development Research Centre; McKnight Foundation","keywords":"Biostatistics; Medicine; Malnutrition; Public health; Environmental health; Agriculture; Epidemiology; Nursing; Geography; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005288313,0.0001871544,0.0002654371,0.0002868721,0.0001361786,0.0002306432,0.0002626113,0.0001234753,0.00005531647],"category_scores_gemma":[0.0001245889,0.000116125,0.00006738406,0.0009025673,0.00004051135,0.0003867678,0.0000440377,0.0001712869,0.000150182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006173743,"about_ca_system_score_gemma":0.0001454261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009533564,"about_ca_topic_score_gemma":0.02846616,"domain_scores_codex":[0.997854,0.0003098728,0.0004561994,0.0004140994,0.0002668898,0.0006989164],"domain_scores_gemma":[0.9989432,0.00005085598,0.00009944831,0.0002549801,0.0001785979,0.0004729038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000317208,0.001518748,0.8146754,0.0003230307,0.000008541712,0.00000678748,0.001263941,0.000001162485,0.0005699149,0.0004850538,0.03122673,0.1496035],"study_design_scores_gemma":[0.004334601,0.000597853,0.492887,0.0009965503,0.000003189752,0.00003367127,0.0003945286,0.00001440639,0.0007858779,0.0004844226,0.4990236,0.0004441928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.835315,0.000105302,0.001140861,0.1605721,0.0004980883,0.001513395,0.00006359378,0.0003228795,0.0004687264],"genre_scores_gemma":[0.9947346,0.00001125691,0.001100013,0.003225621,0.0003135418,0.0001781641,0.0002003983,0.0000279033,0.0002085013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4677969,"threshold_uncertainty_score":0.9892618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845629787458,"score_gpt":0.3091010253274999,"score_spread":0.2606447274529199,"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."}}