{"id":"W4391873613","doi":"10.1093/jcag/gwad061.256","title":"A256 NAVIGATING IBD CARE : HEALTHCARE PROVIDERS’ INSIGHTS ON IMPLEMENTATION OF NURSE NAVIGATOR-LED IBD FLARE PATHWAY","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; Dalhousie University","funders":"","keywords":"Health care; Nursing; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01104674,0.000202527,0.0002865545,0.0006282335,0.009077588,0.00396903,0.001396468,0.001332228,0.001506329],"category_scores_gemma":[0.01939952,0.0003408484,0.0003769152,0.0008246637,0.004236738,0.002609892,0.004051664,0.003013909,0.0001225416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01897429,"about_ca_system_score_gemma":0.05647215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2908471,"about_ca_topic_score_gemma":0.4491849,"domain_scores_codex":[0.9877375,0.008788294,0.0002337496,0.0002805913,0.0009478721,0.002012034],"domain_scores_gemma":[0.986696,0.006753808,0.0009539405,0.000256243,0.002067915,0.003272134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005382876,0.0001536549,0.01554041,0.0003736585,0.00001088649,0.001009911,0.9434044,0.0001833559,0.0006213175,0.002733097,0.004857847,0.03105766],"study_design_scores_gemma":[0.000009344557,0.0000865112,0.006261809,0.000340734,0.000008653354,0.0001546399,0.9742399,0.0002084836,0.000136903,0.0004239406,0.01811186,0.00001724075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227963,0.001505478,0.002754641,0.05569742,0.000259573,0.0002719293,0.00009728858,0.00003381775,0.01658352],"genre_scores_gemma":[0.9914728,0.001217808,0.002300963,0.003487919,0.00002514507,0.00009607006,0.00003322266,0.00001337583,0.001352567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908471,"threshold_uncertainty_score":0.5783083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178219049524921,"score_gpt":0.3041253580224221,"score_spread":0.2923431675271729,"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."}}