{"id":"W1513681719","doi":"10.71164/socialmedicine.v4i1.2009.284","title":"Should India Use Commercially Produced Ready to Use Therapeutic Foods (RUTF) for Severe Acute Malnutrition (SAM)","year":2009,"lang":"en","type":"article","venue":"Social medicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Severe Acute Malnutrition; Malnutrition; Medicine; Intensive care medicine; Environmental health; 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":[0.0009626353,0.0002294761,0.0001695059,0.0005016456,0.0008764764,0.001426454,0.0006638419,0.0022759,0.01940079],"category_scores_gemma":[0.002475141,0.0001800553,0.0004048565,0.0005647404,0.000833168,0.0008440518,0.001022875,0.001485872,0.008844407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005850275,"about_ca_system_score_gemma":0.002322162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009015434,"about_ca_topic_score_gemma":0.01823796,"domain_scores_codex":[0.9994978,0.0000966821,0.00002597195,0.00005397945,0.0001468456,0.00017875],"domain_scores_gemma":[0.999102,0.0002122692,0.0001478927,0.000155038,0.0002069539,0.000175759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005473138,0.001138648,0.02965851,0.001674654,0.00006169106,0.001765848,0.002234179,0.0002212908,0.02235585,0.02972553,0.3009965,0.60962],"study_design_scores_gemma":[0.00006456149,0.0005948787,0.02873983,0.0003600561,0.00005443705,0.001061602,0.001326861,0.00007974272,0.006774451,0.002007352,0.9588779,0.00005845726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2070276,0.02185662,0.005026119,0.2056984,0.01211921,0.0005057863,0.003033849,0.0027322,0.5420002],"genre_scores_gemma":[0.6276367,0.01226241,0.01425494,0.1048162,0.001415792,0.0002444259,0.001629134,0.000316403,0.237424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01940079,"threshold_uncertainty_score":0.06490207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211438365005126,"score_gpt":0.3811006540067811,"score_spread":0.2599568175062685,"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."}}