{"id":"W3137550914","doi":"10.1093/jcag/gwab002.103","title":"A105 RAPID INTERDISCIPLINARY IBD CLINIC RESULTS IN TIMELY IBD WAIT TIMES, IMPROVED PATIENT SATISFACTION & PATIENT REPORTED OUTCOMES","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Interquartile range; Internal medicine; Referral; Disease; Physical therapy; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001128225,0.0001503088,0.0003068135,0.0001998465,0.0002678753,0.0007021189,0.000208467,0.0002677114,0.008907026],"category_scores_gemma":[0.003522809,0.0001109555,0.0003486769,0.000309476,0.0001205903,0.0004126415,0.0006890285,0.0005319729,0.000657158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780135,"about_ca_system_score_gemma":0.0004377213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005265958,"about_ca_topic_score_gemma":0.0009021853,"domain_scores_codex":[0.9988183,0.0006371004,0.00008009229,0.0001370757,0.0001800445,0.0001473503],"domain_scores_gemma":[0.9965242,0.0007538366,0.001217202,0.0001547556,0.000290097,0.001059909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005829689,0.01232525,0.6782648,0.0005135652,0.0002588172,0.0004665574,0.0007907855,0.0007198007,0.006297183,0.0001558545,0.01390769,0.2804701],"study_design_scores_gemma":[0.0005108797,0.01048843,0.9819552,0.00007743259,0.00008921621,0.0005180259,0.0007398837,0.0008368768,0.000821749,0.00005727064,0.003880061,0.00002504908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967956,0.0002351932,0.0003125706,0.0003468887,0.00004128638,0.00006934414,0.0002521026,0.00005462744,0.0018924],"genre_scores_gemma":[0.9976608,0.00009870074,0.0008328154,0.000201213,0.0000323846,0.00009024741,0.0002655569,0.000007255322,0.000811066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008907026,"threshold_uncertainty_score":0.02979696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00808199001032143,"score_gpt":0.2417613952656017,"score_spread":0.2336794052552803,"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."}}