{"id":"W4391162403","doi":"10.1093/ecco-jcc/jjad212.0808","title":"P678 Long-term efficacy, safety and health-related quality of life in patients who achieved comprehensive disease control with filgotinib in SELECTION: analysis of ~3 years in SELECTIONLTE","year":2024,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; London Health Sciences Centre; Western University","funders":"","keywords":"Term (time); Medicine; Selection (genetic algorithm); Disease control; Computer science; Environmental health; Artificial intelligence","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":[0.002243225,0.0004583066,0.001119715,0.000392713,0.0004605227,0.0008246743,0.0003278146,0.0005947304,0.002368714],"category_scores_gemma":[0.002000278,0.0002122732,0.002270449,0.0004760898,0.0003954611,0.0007510766,0.0007015159,0.001124281,0.0003641178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005705968,"about_ca_system_score_gemma":0.0005618002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008264954,"about_ca_topic_score_gemma":0.001083156,"domain_scores_codex":[0.9991632,0.0002680465,0.00006236367,0.0001826629,0.0001276756,0.0001960508],"domain_scores_gemma":[0.9979922,0.0003829903,0.0008156827,0.0001780301,0.0001377386,0.0004933514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2274062,0.003872922,0.7227618,0.0003710517,0.003448693,0.0004075818,0.0003235247,0.001013897,0.003502179,0.0001399411,0.002130698,0.03462151],"study_design_scores_gemma":[0.01047728,0.06329703,0.9186028,0.00007917807,0.001812963,0.0003725425,0.0002563897,0.001973341,0.0007343353,0.0002059045,0.002140098,0.00004829472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983926,0.0005192221,0.00009849566,0.00005076107,0.000009230834,0.00005809742,0.0006268989,0.000007254014,0.0002373167],"genre_scores_gemma":[0.9971299,0.0001175947,0.00009273703,0.0001293212,0.00003358373,0.0001187425,0.001994926,0.000003426978,0.0003798074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002368714,"threshold_uncertainty_score":0.01186341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885091933641066,"score_gpt":0.3103054750974558,"score_spread":0.2914545557610451,"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."}}