{"id":"W4223434532","doi":"10.1016/s2468-1253(22)00085-1","title":"Difficult-to-treat inflammatory bowel disease: results from a global IOIBD survey","year":2022,"lang":"en","type":"letter","venue":"The Lancet. Gastroenterology & hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Janssen Pharmaceuticals; Arrien Pharmaceuticals; Meso Scale Diagnostics; AbbVie; Gilead Sciences; Roche; Fresenius Kabi; Pfizer; Takeda Pharmaceutical Company; Eli Lilly and Company","keywords":"Medicine; Inflammatory bowel disease; Likert scale; Disease; Respondent; Family medicine; MEDLINE; Internal 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":[0.002757097,0.0003166841,0.0007287171,0.0005699378,0.0004314306,0.001215936,0.0004726656,0.003824816,0.002919606],"category_scores_gemma":[0.01003952,0.0002441248,0.0006156558,0.002036244,0.0003259152,0.0006643485,0.0008743506,0.002165529,0.002015929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114465,"about_ca_system_score_gemma":0.001379281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01976741,"about_ca_topic_score_gemma":0.03380537,"domain_scores_codex":[0.9977726,0.001077215,0.000203087,0.0001270486,0.0005291416,0.0002908352],"domain_scores_gemma":[0.9946295,0.001886636,0.0008941852,0.0001880331,0.001326355,0.001075299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000737892,0.00004947921,0.1341942,0.0003170074,0.00023274,0.0006954154,0.000178568,0.0001580863,0.0001920463,0.0003980327,0.8344648,0.0283816],"study_design_scores_gemma":[0.0009919646,0.0003461605,0.6630272,0.001813549,0.0006395306,0.002173585,0.001683056,0.001226612,0.0003296962,0.003032472,0.3246038,0.000132346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05636012,0.02832337,0.0003789468,0.8616421,0.01048381,0.00006776638,0.02623937,0.0000949814,0.01640952],"genre_scores_gemma":[0.244713,0.01573111,0.0009366438,0.7016668,0.01414585,0.0002837187,0.01266405,0.00007678234,0.009782007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01976741,"threshold_uncertainty_score":0.03930467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380475806041166,"score_gpt":0.241310193656834,"score_spread":0.2275054355964223,"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."}}