{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002316243,0.0003773673,0.0004178797,0.0005472959,0.0005640007,0.0005679893,0.0002419912,0.0005528874,0.01208157],"category_scores_gemma":[0.0005659026,0.0001167358,0.0004382126,0.0004840631,0.0002979607,0.0003829368,0.0004176149,0.0006249752,0.002992704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003264293,"about_ca_system_score_gemma":0.000396297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738177,"about_ca_topic_score_gemma":0.002561678,"domain_scores_codex":[0.9998856,0.00001562469,0.00001188195,0.00001272307,0.00003101985,0.00004311426],"domain_scores_gemma":[0.9997991,0.00003138832,0.00003204051,0.00001576125,0.00004818339,0.00007354773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002153191,0.0006828984,0.193532,0.002138303,0.0004263438,0.3083085,0.0004768581,0.0004849453,0.04174317,0.01234451,0.04627729,0.391432],"study_design_scores_gemma":[0.0003043299,0.0009654723,0.1749993,0.0009430344,0.0001951181,0.6048163,0.0004995645,0.000712474,0.00678542,0.003415272,0.206315,0.00004868695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5200046,0.100742,0.01057476,0.004983547,0.001202938,0.0007109476,0.002939177,0.001245703,0.3575962],"genre_scores_gemma":[0.8890244,0.01855709,0.004917296,0.003632286,0.000527953,0.000114604,0.002525007,0.00007810911,0.08062325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208157,"threshold_uncertainty_score":0.04041684,"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."}}