{"id":"W2323852978","doi":"10.1136/eb-2012-100925","title":"Zinc supplementation for probable serious bacterial infection in early infancy may reduce the need for antibiotic change","year":2012,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Medicine; Web of science; Placebo; Internal medicine; Zinc; Pediatrics; Gastroenterology; Chemistry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005156161,0.001280889,0.003316167,0.001893532,0.001225836,0.002146232,0.004579986,0.01866154,0.03213668],"category_scores_gemma":[0.06956258,0.0005942256,0.003089047,0.001553799,0.001676511,0.002816899,0.0009472462,0.01209757,0.01240702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332003,"about_ca_system_score_gemma":0.005587781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841922,"about_ca_topic_score_gemma":0.02255519,"domain_scores_codex":[0.9955647,0.001878607,0.0006007865,0.0004663414,0.001179893,0.0003097487],"domain_scores_gemma":[0.9666359,0.02100877,0.002443903,0.0004173183,0.008162627,0.001331404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004294004,0.00002160664,0.0001393232,0.002584584,0.0000985599,0.0001222792,0.00004879571,0.00003576957,0.00005257074,0.0007595393,0.982864,0.01284353],"study_design_scores_gemma":[0.002080503,0.0004522323,0.003209088,0.02539974,0.0008726604,0.0004519303,0.0003866986,0.0003493451,0.0003571091,0.005482069,0.9608055,0.0001532709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004526235,0.07539856,0.0002278209,0.7138981,0.2014024,0.00009748657,0.00159539,0.000117913,0.006809668],"genre_scores_gemma":[0.008835768,0.07295644,0.0005062497,0.6543638,0.2458717,0.0002254453,0.000653801,0.0001020472,0.01648479],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03213668,"threshold_uncertainty_score":0.1075079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08304901249997679,"score_gpt":0.3457286579027761,"score_spread":0.2626796454027993,"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."}}