{"id":"W4407864782","doi":"10.35493/medu.45.16","title":"Crohn's Disease","year":2024,"lang":"en","type":"article","venue":"The Meducator","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Crohn's disease; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001131426,0.00007374163,0.00008566731,0.00003867092,0.00006120535,0.00002750614,0.00007998072,0.000018235,0.001230638],"category_scores_gemma":[0.00005972277,0.00004097003,0.00008793068,0.0001253448,0.00008263444,0.00004654673,0.00002137657,0.0001280889,0.001629807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002481222,"about_ca_system_score_gemma":0.0003825626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007477568,"about_ca_topic_score_gemma":3.435253e-7,"domain_scores_codex":[0.9995144,0.00001642575,0.00009761994,0.0001140821,0.0001198487,0.0001376225],"domain_scores_gemma":[0.9995278,0.00003510286,0.00000943029,0.0003062676,0.00001300869,0.0001084612],"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":[0.0004478434,0.0004255175,0.007855778,0.001237223,0.000492666,0.002351801,0.01044352,0.000003848524,0.00379222,0.05025581,0.8050806,0.1176132],"study_design_scores_gemma":[0.000141995,0.00001907956,0.1865552,0.000118051,0.0001422753,0.00002050866,0.0006832933,0.0001157072,0.000185651,0.001009636,0.810926,0.00008267986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434219,0.01306057,0.00002340065,0.02790036,0.0009804318,0.0002447363,0.000003120195,0.0002044173,0.01416107],"genre_scores_gemma":[0.9792066,0.00009140218,0.00002042906,0.001658492,0.000300766,0.00003556193,0.000006677772,0.00002071104,0.01865934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786994,"threshold_uncertainty_score":0.9996824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183322954071483,"score_gpt":0.2827750417026396,"score_spread":0.2709418121619248,"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."}}