{"id":"W4407285555","doi":"10.1093/jcag/gwae059.224","title":"A224 BARRIERS AND FACILITATORS TO IMPLEMENTATION OF A NURSE NAVIGATOR-LED, EVIDENCE-BASED, IBD FLARE PATHWAY; RESULTS FROM A NATIONAL MULTISTAKEHOLDER ENGAGEMENT PROCESS","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Flare; Process (computing); Nursing; Medicine; Computer science; Engineering","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":[0.05324369,0.0003663939,0.0006027062,0.00112665,0.005263353,0.004126846,0.001617674,0.00128821,0.002533467],"category_scores_gemma":[0.0856242,0.0005741858,0.0007929149,0.001283862,0.002032279,0.003916725,0.008212835,0.00189624,0.0003205579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00822194,"about_ca_system_score_gemma":0.0292113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190052,"about_ca_topic_score_gemma":0.02322615,"domain_scores_codex":[0.9639114,0.02579509,0.001931929,0.00130038,0.003388487,0.003672609],"domain_scores_gemma":[0.9395899,0.04248959,0.004096649,0.002013669,0.007843446,0.003966676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005906257,0.003305414,0.07331531,0.0009973192,0.0000465319,0.0004936001,0.8478202,0.000321569,0.0008857316,0.001167673,0.001228239,0.06982782],"study_design_scores_gemma":[0.0002268862,0.001937456,0.07280759,0.000831521,0.0000776657,0.0001390515,0.9131206,0.00125166,0.001399213,0.0008742535,0.00727142,0.00006259043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943916,0.00006686676,0.0009491025,0.000685395,0.00001405586,0.001367346,0.00007045409,0.000009976185,0.002445159],"genre_scores_gemma":[0.9912651,0.0001699287,0.004267545,0.0002599655,0.000005591433,0.002837116,0.0001027059,0.00001239377,0.001079702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324369,"threshold_uncertainty_score":0.281583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036102289711951,"score_gpt":0.278335137693233,"score_spread":0.2579741147961135,"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."}}