{"id":"W4402492956","doi":"10.58931/cibdt.2024.2230","title":"Treatment Related Adverse Events and Monitoring of Patients Receiving Biologic or Small Molecule Therapy for Inflammatory Bowel Disease","year":2024,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Adverse effect; Inflammatory bowel disease; Intensive care medicine; Disease; Inflammatory Bowel Diseases; Disease monitoring; Monoclonal antibody; Crohn's disease; Immunology; Internal medicine; Antibody","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":[0.002120088,0.0002518984,0.0008018009,0.0007865409,0.0002766686,0.0007047729,0.0003136185,0.0003774666,0.000984383],"category_scores_gemma":[0.005523251,0.00006674421,0.0004552378,0.001130293,0.0001776989,0.0002779241,0.0002598691,0.0007034208,0.0002110528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593657,"about_ca_system_score_gemma":0.001377899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258505,"about_ca_topic_score_gemma":0.004840276,"domain_scores_codex":[0.9975429,0.0009428795,0.0003589491,0.0001283001,0.000928826,0.00009807108],"domain_scores_gemma":[0.9966937,0.001011706,0.001187773,0.00006274233,0.0008875032,0.0001564645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001095424,0.0001195455,0.0772997,0.00405719,0.0004943706,0.0009602122,0.0003382751,0.0006023523,0.003201263,0.001268259,0.01024496,0.9003185],"study_design_scores_gemma":[0.0003721458,0.003142089,0.6049607,0.008791697,0.002106962,0.0148823,0.0008959434,0.002490158,0.007427097,0.00397509,0.3507901,0.0001657383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08951312,0.8613797,0.01018654,0.006195451,0.0009033204,0.0003388789,0.001418885,0.0001671949,0.02989694],"genre_scores_gemma":[0.525161,0.4448485,0.01841072,0.003516787,0.001614271,0.0003609937,0.001980815,0.00004136231,0.004065609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002258505,"threshold_uncertainty_score":0.01121223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110212930116745,"score_gpt":0.2316434606017275,"score_spread":0.220622167590053,"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."}}