{"id":"W4240924057","doi":"10.1093/ecco-jcc/jjy222.576","title":"P452 Impact of implementing a rapid access clinic in a high-volume inflammatory bowel disease centre: accessibility, resource utilisation and outcomes","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Emergency department; Inflammatory bowel disease; Disease; Health care; Emergency medicine; Internal medicine; Nursing","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":[0.002227833,0.0002270009,0.0004439375,0.0005739519,0.0008006346,0.002335077,0.0006620964,0.0006823585,0.006325297],"category_scores_gemma":[0.01505042,0.0002549114,0.0008323955,0.001206027,0.0004580434,0.001338733,0.001765538,0.001450991,0.0005612343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080051,"about_ca_system_score_gemma":0.002234814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631524,"about_ca_topic_score_gemma":0.01754893,"domain_scores_codex":[0.9963844,0.001524868,0.0003521394,0.0002803482,0.0007038762,0.0007543407],"domain_scores_gemma":[0.9814844,0.003926031,0.008133478,0.0003415674,0.001381504,0.004732936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005727197,0.0006982723,0.9853974,0.0001870833,0.0001331428,0.0002931457,0.0004353247,0.000210472,0.00008618598,0.00005565148,0.001796088,0.01013446],"study_design_scores_gemma":[0.0000630362,0.001266997,0.9957378,0.000136813,0.00005545508,0.0002380271,0.001281237,0.0004687534,0.00005637615,0.00003891362,0.000637742,0.00001879505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962283,0.0004093887,0.00008272564,0.0007231545,0.0000433116,0.0001140977,0.0007347264,0.00001039147,0.001653852],"genre_scores_gemma":[0.9988549,0.0001337758,0.0001462727,0.0001758564,0.00004911152,0.00004765085,0.0004094718,0.000004273752,0.0001788587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631524,"threshold_uncertainty_score":0.03244048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293274086347928,"score_gpt":0.516895004020056,"score_spread":0.2875675953852632,"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."}}