{"id":"W4306353175","doi":"10.55544/jrasb.1.4.5","title":"Article Review: The Approach to Celiac Disease in Children","year":2022,"lang":"en","type":"article","venue":"Journal for Research in Applied Sciences and Biotechnology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AGE-WELL","keywords":"Disease; Incidence (geometry); Medicine; Population; Medical diagnosis; Histopathology; Pediatrics; Immunology; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324444,0.001188645,0.001532126,0.00295544,0.0005792491,0.002547732,0.001216376,0.002588236,0.0210634],"category_scores_gemma":[0.003832718,0.0002955362,0.0007880563,0.002956294,0.001034735,0.00253226,0.001050489,0.00349014,0.01056265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687392,"about_ca_system_score_gemma":0.001864554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921711,"about_ca_topic_score_gemma":0.003214754,"domain_scores_codex":[0.9992222,0.0001748651,0.0001438918,0.0001365564,0.0002561785,0.00006624867],"domain_scores_gemma":[0.9978577,0.0007522479,0.0002729377,0.00005393453,0.0007664631,0.0002967059],"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":[0.00007501127,0.00003788647,0.0004975874,0.01390124,0.00006551584,0.0007451962,0.0001127991,0.0001184825,0.0002394937,0.002031517,0.6273432,0.3548321],"study_design_scores_gemma":[0.00001138953,0.00002700926,0.0008322529,0.00690558,0.00004372436,0.002804986,0.0001093755,0.00001628041,0.00004474525,0.0005806494,0.9886138,0.00001020061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001291228,0.9571648,0.0001643314,0.007221593,0.0284253,0.00002330139,0.00006957533,0.0000228165,0.006779115],"genre_scores_gemma":[0.00102237,0.9595532,0.0002375868,0.00656718,0.02676707,0.00001994867,0.0001155966,0.00001156459,0.005705433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0210634,"threshold_uncertainty_score":0.07046407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0747717117703772,"score_gpt":0.4105484886898553,"score_spread":0.3357767769194782,"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."}}