{"id":"W3209168792","doi":"10.52586/4982","title":"Clinical features of pneumonia in severely malnourished children with diarrhoea compared to those without diarrhoea","year":2021,"lang":"en","type":"article","venue":"Frontiers in Bioscience-Landmark","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Pneumonia; Crackles; Severe Acute Malnutrition; Diarrhea; Pediatrics; Malnutrition; Diarrhoeal disease; Internal medicine; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007213589,0.0002948229,0.0007682674,0.0004768055,0.0001112511,0.000130768,0.0006341244,0.0001804537,0.00001762472],"category_scores_gemma":[0.0002383349,0.0002453348,0.0001223479,0.001649322,0.0003445546,0.0002903738,0.0001557198,0.000473239,0.000004668948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208055,"about_ca_system_score_gemma":0.0001042662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000291229,"about_ca_topic_score_gemma":0.0008240017,"domain_scores_codex":[0.9969488,0.0003870564,0.0007227494,0.0008586126,0.0004712648,0.0006115006],"domain_scores_gemma":[0.9988136,0.000096915,0.0001803677,0.0005332961,0.0001053341,0.0002705051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009890554,0.0004523072,0.9868028,0.00002478253,0.00002040471,0.00003030391,0.0006542114,0.0000487718,0.0001657534,0.000006554927,0.00931523,0.001489819],"study_design_scores_gemma":[0.003154872,0.0001733572,0.9893793,0.0003601626,0.00002456203,0.00003551173,0.0001501406,0.0002138181,0.004838039,0.0001895886,0.001109337,0.0003712632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930007,0.000400429,0.0005293223,0.002415527,0.001903062,0.0006194004,0.00007574668,0.00005049984,0.001005287],"genre_scores_gemma":[0.9837365,0.00008279717,0.01465328,0.001123582,0.0001560672,0.00002139458,0.00004962605,0.00002820048,0.0001485925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01412396,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540126890093512,"score_gpt":0.2964091963971923,"score_spread":0.2810079274962571,"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."}}