{"id":"W3028237932","doi":"10.7939/r3-hxjr-jm18","title":"Can screening on admission identify children who are malnourished?","year":2019,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"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":[0.002966265,0.0005216562,0.0006712106,0.002901034,0.0004438087,0.001194451,0.0009512755,0.0007252297,0.001572238],"category_scores_gemma":[0.02548755,0.0001849247,0.0009248767,0.00284106,0.0007461893,0.001068339,0.0008448118,0.001012914,0.0002493176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267459,"about_ca_system_score_gemma":0.008952958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1062115,"about_ca_topic_score_gemma":0.2400632,"domain_scores_codex":[0.9982368,0.0004372569,0.0002334493,0.0001112408,0.0007495519,0.0002316951],"domain_scores_gemma":[0.9934481,0.002284863,0.001691393,0.0000989004,0.001790163,0.0006865835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278457,0.000114406,0.758248,0.004534996,0.0002282191,0.000386737,0.001167083,0.0003641598,0.0001484703,0.0004389503,0.009980616,0.2241605],"study_design_scores_gemma":[0.0000555892,0.0002265582,0.9766227,0.00833237,0.0004657453,0.0005057766,0.003113428,0.0004750692,0.0002927573,0.0006093747,0.009253384,0.00004724268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784911,0.1295847,0.00329679,0.03515091,0.001421087,0.000895331,0.00817041,0.0002193449,0.03635035],"genre_scores_gemma":[0.9392077,0.04487621,0.009574249,0.001925536,0.0002020413,0.0002459561,0.003281179,0.00001347128,0.0006735455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062115,"threshold_uncertainty_score":0.2111865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007424548054482076,"score_gpt":0.2003423671162457,"score_spread":0.1929178190617636,"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."}}