{"id":"W4402389156","doi":"10.1093/jcag/gwae029","title":"Acceptability, feasibility, and impact of the MyGut digital health platform in the monitoring and management of inflammatory bowel disease","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McMaster University; University of Toronto; McGill University; University of Ottawa","funders":"Crohn's and Colitis Canada","keywords":"Medicine; Inflammatory bowel disease; Quality of life (healthcare); Disease; Prospective cohort study; Internal medicine; Physical therapy; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006480801,0.0002280435,0.0004401665,0.0002682848,0.0006957176,0.001215512,0.0003974481,0.0005843243,0.002396432],"category_scores_gemma":[0.01467468,0.0001931807,0.0009426716,0.0003445307,0.0005496408,0.0006509269,0.0007237942,0.000901567,0.000179236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747471,"about_ca_system_score_gemma":0.004146765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03325277,"about_ca_topic_score_gemma":0.0507831,"domain_scores_codex":[0.9958781,0.002164279,0.000251025,0.0002555752,0.0008739901,0.000577067],"domain_scores_gemma":[0.9935896,0.002521228,0.001464138,0.0002135978,0.0008756819,0.001335799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04697716,0.0180495,0.6321683,0.002494477,0.000891958,0.0001735785,0.002185161,0.0006323557,0.003373384,0.000211314,0.002972426,0.2898703],"study_design_scores_gemma":[0.005178671,0.07502495,0.9110317,0.0005384018,0.0006953866,0.0001183157,0.001466079,0.001200109,0.001327262,0.00006078892,0.003290919,0.0000674926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996917,0.0007100079,0.00009251832,0.0003579273,0.00003046967,0.0004730782,0.0001686774,0.000007994245,0.001242331],"genre_scores_gemma":[0.9982122,0.0003280026,0.0006097193,0.0001607132,0.0000299517,0.0003109826,0.0001035675,0.000001879917,0.0002430343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03325277,"threshold_uncertainty_score":0.06611842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00936051164605111,"score_gpt":0.2628684169557167,"score_spread":0.2535079053096655,"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."}}