{"id":"W4225742919","doi":"10.12968/jprp.2021.3.12.500","title":"Nurse-led early evaluation following corticosteroid prescription in patients with inflammatory bowel disease","year":2021,"lang":"en","type":"article","venue":"Journal of Prescribing Practice","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Medical prescription; Retrospective cohort study; Audit; Helpline; Prednisolone; Corticosteroid; Cohort; Internal medicine; Disease; Emergency medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007211503,0.0001678727,0.0003044472,0.0004017004,0.0004624081,0.0005377008,0.0003030514,0.0003413629,0.001496135],"category_scores_gemma":[0.007205543,0.0001431543,0.0001982702,0.0005051231,0.0001697957,0.0003407385,0.0005722277,0.0005532341,0.0001905221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005705463,"about_ca_system_score_gemma":0.0009650702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005678402,"about_ca_topic_score_gemma":0.01170836,"domain_scores_codex":[0.9990829,0.0003842245,0.00008217023,0.00006801492,0.0002062242,0.0001763288],"domain_scores_gemma":[0.9953159,0.001159882,0.002020692,0.00008200184,0.0003868559,0.001034706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005398639,0.0004577598,0.9596103,0.0001196142,0.00002245309,0.001239236,0.0005273614,0.0001202026,0.0002130802,0.00001996994,0.0006276222,0.03650265],"study_design_scores_gemma":[0.00004621905,0.001470766,0.992769,0.0001967826,0.00003460967,0.002364774,0.001423345,0.0004712311,0.0002967591,0.00007143326,0.0008410832,0.00001390076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968284,0.001029333,0.0001147884,0.0003160776,0.00003045435,0.00003918831,0.00006899377,0.000007849645,0.001564869],"genre_scores_gemma":[0.9986402,0.0006260968,0.0002569694,0.0001197287,0.00002601846,0.00001450469,0.00007506558,0.00000173468,0.0002396609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005678402,"threshold_uncertainty_score":0.01129073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00902927752831513,"score_gpt":0.2576824248451875,"score_spread":0.2486531473168724,"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."}}