{"id":"W2106982656","doi":"10.1016/j.crohns.2014.07.009","title":"How can we improve models of care in inflammatory bowel disease? An international survey of IBD health professionals","year":2014,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Takeda Canada; Royal Adelaide Hospital; University of South Australia; Cardinal Health; AstraZeneca; Mylan; Amgen; Pfizer; AbbVie Canada; Vertex Pharmaceuticals","keywords":"Medicine; Inflammatory bowel disease; Health professionals; Health care; Disease; Intensive care medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008847702,0.000179578,0.00026735,0.0009433486,0.0008047278,0.001822799,0.0005941774,0.001098943,0.001554502],"category_scores_gemma":[0.02036525,0.000350479,0.0004487519,0.001075419,0.0009391995,0.003224351,0.001630945,0.001331413,0.0002266722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408277,"about_ca_system_score_gemma":0.002257609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142783,"about_ca_topic_score_gemma":0.009786805,"domain_scores_codex":[0.9954302,0.002337649,0.0004927978,0.0002327242,0.0007854524,0.0007210865],"domain_scores_gemma":[0.9916659,0.002178902,0.003452305,0.0002197144,0.0008432253,0.001640042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007778568,0.0002571496,0.9178079,0.0003888576,0.00004458778,0.0001781871,0.04997129,0.00006504781,0.0001681282,0.0002829809,0.002974993,0.02778317],"study_design_scores_gemma":[0.00002277933,0.0004054838,0.8687,0.0008009615,0.00002895385,0.0005028548,0.1224188,0.0003555255,0.00005171822,0.0001772506,0.006513469,0.00002235184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876894,0.001945194,0.0001866435,0.007716076,0.00004147655,0.00006926936,0.000102481,0.000005885981,0.002243527],"genre_scores_gemma":[0.9971449,0.001290081,0.000253008,0.001035529,0.00001564049,0.00004371396,0.00006334901,0.000002235434,0.0001515439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142783,"threshold_uncertainty_score":0.04679167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00973170379486044,"score_gpt":0.2687232146854733,"score_spread":0.2589915108906128,"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."}}