{"id":"W3210924545","doi":"10.14309/01.ajg.0000776416.27916.33","title":"S721 Treatment Persistence Among Bio-naïve Patients with Crohn's Disease Initiated on Ustekinumab and Adalimumab","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Ustekinumab; Medicine; Adalimumab; Internal medicine; Psoriatic arthritis; Psoriasis Area and Severity Index; Psoriasis; Rheumatoid arthritis; Dermatology","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":[0.0008418305,0.0001923931,0.0004402295,0.0004825847,0.0004157327,0.0008224797,0.0002458667,0.0004231738,0.002375311],"category_scores_gemma":[0.001630955,0.0001295952,0.0005682056,0.0005634285,0.0002167475,0.0006124133,0.0003858678,0.0004889393,0.0004371077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557339,"about_ca_system_score_gemma":0.0003684256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007732847,"about_ca_topic_score_gemma":0.001070478,"domain_scores_codex":[0.9992531,0.0001418424,0.0001437202,0.000184227,0.0001570373,0.0001200687],"domain_scores_gemma":[0.9981369,0.0003019118,0.00104491,0.00007971915,0.0001296384,0.0003068774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00378698,0.000408137,0.9873679,0.0000647505,0.0001625056,0.00009437509,0.000150024,0.00006424214,0.0005161698,0.00003404139,0.0001953937,0.007155388],"study_design_scores_gemma":[0.000231503,0.005119207,0.992195,0.00004098381,0.0001475902,0.0004847068,0.000288202,0.0002481049,0.0001788321,0.00006371654,0.0009909244,0.00001118446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991919,0.0002750746,0.00002099689,0.00002278961,0.000004746912,0.00001049401,0.0002208844,0.000001254897,0.0002517875],"genre_scores_gemma":[0.9989311,0.0001129757,0.00003875576,0.00005902062,0.0000189976,0.00002172388,0.000617664,0.000001201208,0.0001984931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002375311,"threshold_uncertainty_score":0.007946193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008249091509937889,"score_gpt":0.213429061609505,"score_spread":0.2051799700995671,"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."}}