{"id":"W4405739555","doi":"10.1016/j.gastha.2024.100603","title":"Effect of Risankizumab Induction and Maintenance Therapy on the Rate of Hospitalization in Patients with Crohn’s Disease","year":2024,"lang":"en","type":"article","venue":"Gastro Hep Advances","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"AbbVie Canada; AbbVie","keywords":"Crohn's disease; Medicine; Maintenance therapy; Disease; Crohn disease; Induction therapy; Internal medicine; Gastroenterology; Pediatrics; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00294226,0.0002689663,0.001133899,0.0002256824,0.0001426435,0.000469658,0.0003156899,0.0004443198,0.0007989801],"category_scores_gemma":[0.005577346,0.0001640371,0.001386129,0.0002240833,0.000237114,0.0003597447,0.0003243057,0.000948193,0.0000877792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000399751,"about_ca_system_score_gemma":0.0005210037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004274148,"about_ca_topic_score_gemma":0.0006083467,"domain_scores_codex":[0.9983675,0.0008943207,0.0001596598,0.0001730475,0.000245894,0.0001594963],"domain_scores_gemma":[0.9940872,0.002626188,0.001795366,0.0004016281,0.0002272062,0.0008624411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3850501,0.003230259,0.4110156,0.0005258977,0.002572509,0.0001765049,0.0002104741,0.001545655,0.006241865,0.000131367,0.0007802401,0.1885195],"study_design_scores_gemma":[0.01224007,0.105819,0.8723401,0.0001233625,0.002233885,0.0003760422,0.0001070231,0.003273075,0.002344191,0.0001355805,0.0009754135,0.0000322444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957152,0.003311516,0.0001723866,0.0001053575,0.00002190809,0.00003504741,0.00009569791,0.00001287476,0.0005298766],"genre_scores_gemma":[0.9990684,0.0003503648,0.0002076005,0.00005794064,0.00003362746,0.00002564992,0.0001634635,0.000002806146,0.00009013279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00294226,"threshold_uncertainty_score":0.01556039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002046246709026989,"score_gpt":0.2094260075857092,"score_spread":0.2073797608766822,"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."}}