{"id":"W2795332179","doi":"10.1097/mpg.0000000000001912","title":"Chapter 2. ESPGHAN","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatology; Pediatric gastroenterology; Internal medicine; Family medicine; Gastroenterology; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000966303,0.001553279,0.0006481882,0.002751931,0.001684658,0.004762185,0.001346153,0.003125395,0.3700993],"category_scores_gemma":[0.002071623,0.0003414592,0.0005146499,0.002571965,0.0008838691,0.003224477,0.00320895,0.002464377,0.2064618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002075825,"about_ca_system_score_gemma":0.002781738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0035813,"about_ca_topic_score_gemma":0.004704683,"domain_scores_codex":[0.9992706,0.000105593,0.00005201688,0.0001605094,0.00032619,0.00008504201],"domain_scores_gemma":[0.999569,0.00008378003,0.00003003621,0.00003620267,0.0001593223,0.0001217203],"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":[0.00005922612,0.00004165846,0.0002809487,0.0005793924,0.000004988626,0.0002767265,0.0003114609,0.00009972714,0.0003074696,0.0246468,0.6744763,0.2989152],"study_design_scores_gemma":[0.000002846954,0.000007329054,0.0001623814,0.0002478013,7.78173e-7,0.0001670637,0.00004909687,0.000008170515,0.00002949339,0.001426396,0.9978962,0.000002467013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001046059,0.08818178,0.001123573,0.01476434,0.02303796,0.0002021344,0.001947995,0.0005356238,0.8691605],"genre_scores_gemma":[0.006191335,0.04990108,0.00137965,0.007564918,0.004307196,0.0002307679,0.002827995,0.0003286674,0.9272684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3700993,"threshold_uncertainty_score":0.898477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250711850869914,"score_gpt":0.2773900116123625,"score_spread":0.2648828931036634,"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."}}