{"id":"W4391846141","doi":"10.1139/apnm-2023-0188","title":"Prospective evaluation and follow-up of nutritional status of children hospitalized in secondary-care level hospitals: a multicentre study","year":2024,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anthropometry; Malnutrition; Pediatrics; Prospective cohort study; Observational study; Cohort; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001723303,0.0001893117,0.0005960922,0.000328785,0.000043,0.00001255269,0.00003722244,0.0001239229,0.0001010545],"category_scores_gemma":[0.00004823949,0.0001752698,0.00008190533,0.0002869357,0.0001850727,0.00009088244,0.00003907614,0.0002105374,0.000001672762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003802197,"about_ca_system_score_gemma":0.00007438617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005871295,"about_ca_topic_score_gemma":0.000008429827,"domain_scores_codex":[0.9986339,0.0000715326,0.0004015164,0.0004342477,0.0002495564,0.0002092654],"domain_scores_gemma":[0.9993711,0.00007232541,0.00009371223,0.0001314753,0.0002356462,0.00009572999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008826691,0.01526041,0.3289259,0.007708709,0.002593492,0.00001905925,0.07174921,0.000002309847,0.4393886,0.03478283,0.001602622,0.0891401],"study_design_scores_gemma":[0.03075738,0.0001715317,0.9549046,0.0002970643,0.0003670809,0.000007304972,0.005144646,0.00003489451,0.00513376,0.002571525,0.0004628254,0.0001474648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703579,0.02579475,0.000003474654,0.0001073927,0.0001392022,0.002937725,0.0002904145,0.00003718742,0.0003319692],"genre_scores_gemma":[0.9952921,0.003252731,0.0004610552,0.00005042216,0.0001256084,0.0003356825,0.0004507494,0.00001909027,0.00001251452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6259786,"threshold_uncertainty_score":0.7147295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683816712876046,"score_gpt":0.2997830033315997,"score_spread":0.2829448362028393,"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."}}