{"id":"W7053279308","doi":"","title":"Ultrasound assessment of small bowel Crohn's disease: A mixed methods exploration of barriers and facilitators to implementation in adult NHS IBD services","year":2023,"lang":"en","type":"other","venue":"Nottingham ePrints (University of Nottingham)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nottingham; National Institute for Health and Care Research","keywords":"Delphi method; SBus; Stakeholder; Qualitative research; Intervention (counseling); Health care; Delphi; Inflammatory bowel disease; Disease; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005491912,0.000290211,0.0005358103,0.0006318153,0.00005428703,0.00001574535,0.0002985323,0.0001698588,0.0002209868],"category_scores_gemma":[0.00009581689,0.0003859355,0.0001104526,0.0005507543,0.00009326963,0.0002243749,0.0001298043,0.0001911603,0.000005194795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427624,"about_ca_system_score_gemma":0.00008410454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716908,"about_ca_topic_score_gemma":0.007828502,"domain_scores_codex":[0.9983966,0.0001488579,0.0004174781,0.0004187941,0.0002792131,0.0003390957],"domain_scores_gemma":[0.9987931,0.0001736243,0.0003480392,0.0003435127,0.0001121753,0.000229512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003872084,0.000326104,0.7231917,0.008630014,0.001693687,0.0001282148,0.02752281,0.01800862,0.06422553,0.002568269,0.00855961,0.1447582],"study_design_scores_gemma":[0.002852442,0.0001710282,0.9270707,0.001366997,0.0003216771,0.000001218828,0.03511107,0.01910106,0.008285819,0.0002497213,0.004339005,0.001129246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775001,0.00007663588,0.01787426,0.00005473814,0.0002005003,0.0007312801,0.0002865145,0.0002643624,0.00301164],"genre_scores_gemma":[0.9607888,0.0002920652,0.03761763,0.00001480936,0.000026512,0.000009266356,0.00005513827,0.0002343548,0.0009613702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.203879,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149595279173723,"score_gpt":0.2886479046968223,"score_spread":0.27368837677945,"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."}}