{"id":"W4283512544","doi":"10.1097/tin.0000000000000286","title":"COVID-19 and Nutrition","year":2022,"lang":"en","type":"review","venue":"Topics in Clinical Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Medicine; Coronavirus disease 2019 (COVID-19); Malnutrition; Quarantine; Breastfeeding; Pandemic; Clinical nutrition; Environmental health; 2019-20 coronavirus outbreak; Intensive care medicine; Pediatrics; Disease; Outbreak; Infectious disease (medical specialty); Political science; Virology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001648364,0.0003904164,0.002127864,0.0004217659,0.0001718554,0.00005259498,0.0003425316,0.0009448808,0.000680615],"category_scores_gemma":[0.004357004,0.0004112455,0.000767241,0.0004073243,0.0003428348,0.00009042593,0.000228984,0.002206361,0.00002364475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627094,"about_ca_system_score_gemma":0.00004810832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002668844,"about_ca_topic_score_gemma":0.00009020212,"domain_scores_codex":[0.9938021,0.001967314,0.002547758,0.0009619737,0.0002874062,0.0004333985],"domain_scores_gemma":[0.9942725,0.004131422,0.000555174,0.0004844147,0.00002855687,0.0005279517],"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":[0.0004250949,0.003399569,0.0001615644,0.03205162,0.00003163857,0.00008571673,0.00001609385,6.509556e-8,2.457491e-8,0.0001928988,0.05735025,0.9062855],"study_design_scores_gemma":[0.004214764,0.001158484,0.00003189537,0.00321581,0.0002358018,0.000114107,0.00002713195,0.000008010068,3.242664e-8,0.00894708,0.9817589,0.0002879867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007409345,0.9658354,0.00002285259,0.02901963,0.002687674,0.001946014,0.0001989897,0.00013477,0.00008058854],"genre_scores_gemma":[0.000006869741,0.9769028,0.0006178638,0.01888665,0.001785357,0.0007668879,0.0009515802,0.00004939182,0.00003258953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9244086,"threshold_uncertainty_score":0.9998339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2435365795684795,"score_gpt":0.5002652244572416,"score_spread":0.2567286448887621,"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."}}