{"id":"W3093521711","doi":"10.14309/01.ajg.0000703904.93768.fb","title":"S0464 Cost Reduction Associated With Improvement in Work Productivity Loss From Ustekinumab Treatment by Disease Severity States in Crohn's Disease Patients: Results From the IM-UNITI Clinical Trial","year":2020,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Presenteeism; Absenteeism; Work productivity; Placebo; Ustekinumab; Disease; Crohn's disease; Productivity; Physical therapy; Internal medicine; Adalimumab; Alternative medicine","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":[0.005547402,0.001229065,0.002165682,0.0003524843,0.0001908714,0.001269,0.0009784317,0.001272196,0.006104345],"category_scores_gemma":[0.005600048,0.0003989299,0.00724128,0.0008685365,0.0003352773,0.0009816922,0.0004946648,0.002212015,0.0006765824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315086,"about_ca_system_score_gemma":0.001286924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835335,"about_ca_topic_score_gemma":0.002716617,"domain_scores_codex":[0.997646,0.001802945,0.0001203576,0.0001535486,0.0001360773,0.0001411053],"domain_scores_gemma":[0.9976513,0.001134608,0.000691499,0.0001519856,0.0001380198,0.0002325999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6957895,0.005800172,0.07186865,0.0036084,0.02667674,0.0001423681,0.0001655949,0.08263487,0.001004786,0.001682643,0.01382853,0.09679782],"study_design_scores_gemma":[0.5152819,0.1595276,0.1438717,0.00134787,0.03083477,0.0003435607,0.0002313267,0.1315986,0.0010997,0.004619547,0.0110401,0.0002032519],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741528,0.01036755,0.0009722949,0.00189259,0.0002785071,0.000676452,0.007521296,0.0001147085,0.004023837],"genre_scores_gemma":[0.9893398,0.001892282,0.0007529755,0.0004995752,0.0002489929,0.0007471058,0.005081736,0.00001871576,0.001418833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006104345,"threshold_uncertainty_score":0.02933782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139428478561954,"score_gpt":0.2568345415778585,"score_spread":0.2428916937216631,"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."}}