{"id":"W6957846948","doi":"10.60692/ybqzf-jsk60","title":"Dermatological changes in a prospective cohort of acutely ill, hospitalised Malawian children, stratified according to nutritional status","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Prospective cohort study; Malnutrition; Wasting; Cohort; Cohort study; Population; Etiology; Referral","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":[0.0002921475,0.0003498863,0.0003439319,0.001085851,0.000934098,0.0008495661,0.0003274966,0.0004737952,0.001964116],"category_scores_gemma":[0.001211589,0.0005177564,0.0002989871,0.001242575,0.0007448636,0.0007967364,0.0007487116,0.0006842923,0.0002735816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005588103,"about_ca_system_score_gemma":0.0004506703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157295,"about_ca_topic_score_gemma":0.01986376,"domain_scores_codex":[0.9996151,0.00005908565,0.00004090059,0.00008274306,0.00005772629,0.0001445238],"domain_scores_gemma":[0.9991981,0.00008573278,0.0004297534,0.00003554313,0.00007177103,0.0001789815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002566521,0.00001791376,0.9991627,0.00001099158,0.00000588233,0.0001723848,0.000197263,0.000008818868,0.0001295834,0.000005803152,0.00003630068,0.0002267092],"study_design_scores_gemma":[0.000001481105,0.00007767784,0.9988674,0.000007571553,0.000003922339,0.000438234,0.0005057103,0.00001759947,0.00001522837,0.000004069891,0.00005967922,0.000001527211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993099,0.0001094283,0.00001704894,0.00002846235,0.000001985961,0.00002024,0.0003042859,0.000001272803,0.0002074041],"genre_scores_gemma":[0.9994221,0.0001203132,0.00004748759,0.00003464383,0.000004978933,0.00001852493,0.0002417668,8.812947e-7,0.000109216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157295,"threshold_uncertainty_score":0.03127593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428325696649157,"score_gpt":0.2147889477887616,"score_spread":0.1905056908222701,"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."}}