{"id":"W4414537820","doi":"10.2196/83160","title":"Authors’ Reply: Enhancing Patient Support in Digital Inflammatory Bowel Disease Tools: The Need for Medication Guidance and Decision Support","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inflammatory bowel disease; Decision support system; Clinical decision support system; Digital health; Decision aids; Crohn's disease; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01586729,0.000794278,0.001811008,0.00130829,0.003453438,0.005477454,0.002191635,0.04475202,0.01806213],"category_scores_gemma":[0.1595878,0.001104357,0.001892192,0.001083748,0.003658676,0.005317494,0.003421008,0.04541156,0.009768791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448866,"about_ca_system_score_gemma":0.01112516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007216601,"about_ca_topic_score_gemma":0.007601865,"domain_scores_codex":[0.983409,0.006593762,0.0035806,0.001260646,0.003670809,0.001485198],"domain_scores_gemma":[0.8953358,0.06394538,0.005662207,0.002575187,0.0261429,0.006338414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006516851,0.00003004476,0.0005058541,0.0002335885,0.00003779643,0.0001861456,0.000264083,0.00004657659,0.00008261012,0.001125805,0.9901124,0.007310049],"study_design_scores_gemma":[0.0002030232,0.00007016141,0.001527948,0.001391965,0.0001258179,0.0008298291,0.001543226,0.0002531409,0.0003625675,0.004213072,0.9893139,0.0001653793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001599422,0.0006988176,0.0001072471,0.9732353,0.02518159,0.00001218384,0.00009828778,0.00002405553,0.0004826916],"genre_scores_gemma":[0.001540283,0.0009023163,0.0004427445,0.9769928,0.01801875,0.00006564012,0.0000391921,0.0000228417,0.001975401],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04475202,"threshold_uncertainty_score":0.08391529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215610630537677,"score_gpt":0.4242343865925414,"score_spread":0.3820782802871646,"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."}}