{"id":"W3217319056","doi":"10.1055/s-0040-1712251","title":"Efficacy of Ustekinumab for Ulcerative Colitis Through 2 Years: Results of the UNIFI Maintenance Study and Long-term Extension","year":2020,"lang":"en","type":"article","venue":"Zeitschrift für Gastroenterologie","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ustekinumab; Ulcerative colitis; Term (time); Medicine; Extension (predicate logic); Physics; Computer science; Internal medicine; Disease; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001770613,0.00017072,0.0002409578,0.00001426944,0.00004858119,0.00001078757,0.0002937343,0.00007851506,0.000003370048],"category_scores_gemma":[0.0005479976,0.0001307515,0.0001278296,0.00005247623,0.000237672,0.000008605571,0.0003156013,0.00008918822,8.188646e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003175002,"about_ca_system_score_gemma":0.00005122314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006407274,"about_ca_topic_score_gemma":0.00005776371,"domain_scores_codex":[0.9985958,0.0001821362,0.0003867744,0.0004252729,0.0001417842,0.000268182],"domain_scores_gemma":[0.9990149,0.00003345386,0.0002610078,0.0004448016,0.0001743433,0.00007145802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09044565,0.001771983,0.7604653,0.0005192044,0.0008250719,0.0002165845,0.003778244,0.0005457303,0.1296777,0.0003428926,0.008899526,0.002512064],"study_design_scores_gemma":[0.006721227,0.00216065,0.9816149,0.00004697572,0.00006484,0.000005221989,0.0002660597,0.00003479616,0.008601108,0.000004701311,0.0003966748,0.00008287722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975354,0.00004111949,0.000552301,0.0002886293,0.0000912511,0.001131862,0.0002748086,0.00001102347,0.00007360374],"genre_scores_gemma":[0.9990511,0.00003116764,0.0002904638,0.0004147222,0.00008280454,0.00003340666,0.0000453498,0.00002002184,0.00003096098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2211495,"threshold_uncertainty_score":0.5331891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347657109495945,"score_gpt":0.2876882039427033,"score_spread":0.2642116328477438,"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."}}