{"id":"W4393341559","doi":"10.37111/braspenj.2022.37.4.05","title":"Mid arm circumference as a predictor of the nutritional status and prognosis of patients with acquired human immunodeficiency syndrome","year":2022,"lang":"en","type":"article","venue":"Braspen Journal","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Circumference; Internal medicine; Human immunodeficiency virus (HIV); Immunodeficiency; Pediatrics; Immunology; Immune system","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":[],"consensus_categories":[],"category_scores_codex":[0.00010758,0.00008243026,0.0001925278,0.0001006273,0.0004441765,0.000009068566,0.0001185985,0.00002228136,0.0006254477],"category_scores_gemma":[0.00001955012,0.00005443243,0.00004925705,0.0002516636,0.0001125618,0.00005788678,0.00006685053,0.000182452,0.000001474433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009858397,"about_ca_system_score_gemma":0.0002794733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003489444,"about_ca_topic_score_gemma":0.000001108078,"domain_scores_codex":[0.9987969,0.0000664653,0.000347827,0.0001222635,0.0004943582,0.0001722168],"domain_scores_gemma":[0.9991848,0.00003012868,0.0003232595,0.0001659692,0.0001913326,0.0001045403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001797078,0.001898288,0.9960997,0.00005588536,0.0001115568,0.00001023971,0.0004577746,0.000004201437,0.0003849776,0.0003760067,0.00004252942,0.0003791469],"study_design_scores_gemma":[0.003374678,0.002141193,0.9925049,0.00021938,0.0001094946,0.0004970981,0.0001414303,0.00000701231,0.00008640176,0.0007458607,0.0001256386,0.00004691722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980085,0.0004990571,0.000005338756,0.0002824913,0.00004442811,0.0005209002,0.0001110994,0.000005478102,0.0005226522],"genre_scores_gemma":[0.9996086,0.00003420081,0.0001485761,0.00003609038,0.000007009349,0.00004241158,0.00003711962,0.000009755197,0.00007620159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359479,"threshold_uncertainty_score":0.6848214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509747673975217,"score_gpt":0.2673230913756204,"score_spread":0.2522256146358683,"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."}}