{"id":"W4387751556","doi":"10.14309/01.ajg.0000954420.03831.9a","title":"S1195 Communicating Needs and Features of IBD Experiences (CONFIDE) Survey: Patient and Healthcare Professional Perspectives on Communication Relating to Ulcerative Colitis Symptoms in Canada","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; Montreal General Hospital; Eli Lilly (Canada); University of Calgary","funders":"","keywords":"Medicine; Ulcerative colitis; Health professionals; Quality of life (healthcare); Health care; Cross-sectional study; Family medicine; Inflammatory bowel disease; Disease; Internal medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006069368,0.00009494105,0.0004605737,0.0001795619,0.0001004249,0.000006425322,0.0001616853,0.00001541447,0.000004642351],"category_scores_gemma":[0.0002804546,0.00006857352,0.00002123369,0.0002644963,0.0004078259,0.0000301938,0.0001564428,0.0004021604,9.261966e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003557,"about_ca_system_score_gemma":0.0002662953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3030182,"about_ca_topic_score_gemma":0.5341445,"domain_scores_codex":[0.9978815,0.001215235,0.0004206631,0.00009728637,0.0001768143,0.000208446],"domain_scores_gemma":[0.998239,0.0007249701,0.0005283407,0.000227492,0.0001753456,0.0001048459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004800363,0.00003685652,0.8505019,0.00001862474,0.00006166413,0.00001148992,0.1380097,0.00002052263,0.000313512,0.00007534341,0.0002683253,0.005881715],"study_design_scores_gemma":[0.0004097791,0.00378837,0.7365021,0.00030398,0.000006415532,0.00015796,0.2587327,0.00001966145,0.00003602955,0.00001084195,0.000007702116,0.00002446639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888529,0.0002506735,0.000003279235,0.01059617,0.0000459346,0.000210473,0.00001362196,0.000003085454,0.00002391482],"genre_scores_gemma":[0.9983969,0.0002125629,0.0002332384,0.001110296,0.00001266436,0.00001442343,0.000003475616,0.00000789818,0.000008509885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2311262,"threshold_uncertainty_score":0.701623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421821068755408,"score_gpt":0.3008860387054918,"score_spread":0.2866678280179377,"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."}}