{"id":"W4405727711","doi":"10.12691/ijcd-12-1-2","title":"Sprue-Like Small Intestinal Diseases 2024","year":2024,"lang":"en","type":"article","venue":"International Journal of Celiac Disease","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sprue; Genetics; Biology","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":[0.00008094074,0.0001779292,0.0002144295,0.0003243465,0.0000252322,0.0001404193,0.0002160873,0.00002155883,0.0007613127],"category_scores_gemma":[0.0003080117,0.0001338234,0.0004190818,0.000124662,0.00006824667,0.0001838506,0.00005781717,0.0002281752,0.0001719102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369606,"about_ca_system_score_gemma":0.0004744681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001127757,"about_ca_topic_score_gemma":0.000001716306,"domain_scores_codex":[0.9985505,0.00002296838,0.000419744,0.0001885899,0.0006409061,0.0001773363],"domain_scores_gemma":[0.9985541,0.00009415961,0.0001174134,0.0001216466,0.0005472744,0.0005654221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006130169,0.003517747,0.6947527,0.0005061501,0.002562803,0.08133198,0.0001601746,0.0001699452,0.0008751349,0.003309298,0.08587103,0.1208129],"study_design_scores_gemma":[0.006227914,0.001912684,0.7817306,0.007841451,0.003337557,0.008772958,0.0002743051,0.003302959,0.0001698743,0.01333316,0.1725435,0.0005530462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265865,0.02997475,0.006555111,0.01822637,0.01075852,0.0004206214,0.0003492393,0.000159369,0.006969515],"genre_scores_gemma":[0.9929729,0.0002636491,0.001236716,0.0006017599,0.0008839281,0.000005945692,0.00004586874,0.00003029968,0.003958984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202598,"threshold_uncertainty_score":0.833584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400500779117509,"score_gpt":0.2934025042388015,"score_spread":0.2793974964476265,"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."}}