{"id":"W3208128678","doi":"10.1016/j.dld.2021.09.012","title":"Changes in the clinical phenotype and behavior of pediatric luminal Crohn's disease at diagnosis in the last decade","year":2021,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Fondation du CHUM","keywords":"Medicine; Clinical phenotype; Disease; Phenotype; Crohn's disease; Pediatrics; Pathology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002431059,0.0001396744,0.00011793,0.00003721978,0.00007226004,0.00002392327,0.0001466484,0.00005896497,0.00001665471],"category_scores_gemma":[0.0003046432,0.00009815081,0.0000690747,0.0001092171,0.0002171139,0.000008665194,0.0001613804,0.0001016838,0.00000243749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007500267,"about_ca_system_score_gemma":0.0001261196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001688578,"about_ca_topic_score_gemma":0.0006014893,"domain_scores_codex":[0.9987737,0.0003737556,0.0001814183,0.0003391756,0.000149865,0.0001820786],"domain_scores_gemma":[0.999289,0.0001304702,0.00006387477,0.000274642,0.00005512179,0.0001869293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004697299,0.0004813023,0.9949118,0.00007236621,0.000009998987,0.002591093,0.0002709985,0.000001784666,0.0000486098,0.0000707296,0.0002622345,0.0008093682],"study_design_scores_gemma":[0.0005954052,0.00004851593,0.9980436,0.00001657759,0.0002780134,0.000002514489,0.0001913184,0.000005592232,0.00004374021,0.00002023905,0.0006276837,0.0001267735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930798,0.006019493,6.814844e-7,0.0002991624,0.00004351283,0.0003245304,0.0001880667,0.000002320134,0.00004243249],"genre_scores_gemma":[0.9946142,0.004176953,0.000007636944,0.0006126791,0.0002589672,0.0002001073,0.00009825008,0.000009971341,0.00002120454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003131842,"threshold_uncertainty_score":0.4002474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198750951493398,"score_gpt":0.2846306342766431,"score_spread":0.2647555391273033,"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."}}