{"id":"W4413526261","doi":"10.64628/aam.4xxmccvcp","title":"Wasting and edema — severe forms of malnutrition — affect millions of children worldwide as food insecurity grows","year":2023,"lang":"en","type":"article","venue":"","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wasting; Malnutrition; Food insecurity; Affect (linguistics); Environmental health; Food security; Wasting Syndrome; Business; Medicine; Geography; Psychology; Internal medicine; Agriculture","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":[0.0001574415,0.0004209344,0.0004007029,0.0004152453,0.0003767153,0.0005389125,0.0001798389,0.0003935295,0.003365232],"category_scores_gemma":[0.0007936576,0.0001457557,0.0002319211,0.001207656,0.0002528428,0.0005770513,0.0006397539,0.0005629473,0.0005553105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795175,"about_ca_system_score_gemma":0.0005093223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005628917,"about_ca_topic_score_gemma":0.01040736,"domain_scores_codex":[0.9998332,0.00002709101,0.00001724913,0.0000198238,0.00005235776,0.00005017647],"domain_scores_gemma":[0.9994918,0.00005047109,0.0002540266,0.00001038646,0.00007131752,0.0001218595],"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":[0.0002345032,0.0001786388,0.7967896,0.0004169195,0.0001902818,0.002037921,0.0002885281,0.0001273623,0.002438364,0.0008127977,0.02071531,0.1757697],"study_design_scores_gemma":[0.00001624905,0.0001655541,0.9660555,0.0003274328,0.00009065829,0.004877923,0.001149176,0.000101359,0.0004238487,0.0004770446,0.02629943,0.00001576225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9084475,0.05241599,0.001118326,0.00679821,0.0008731521,0.000144671,0.005055418,0.0001965136,0.02495014],"genre_scores_gemma":[0.9438043,0.04338012,0.001447114,0.002241457,0.0006708424,0.00006319708,0.001729898,0.00002053492,0.00664254],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005628917,"threshold_uncertainty_score":0.01125777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032465785161495,"score_gpt":0.3164528130635434,"score_spread":0.2861281552119285,"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."}}