{"id":"W2792594051","doi":"10.1093/jcag/gwy008.132","title":"A131 ELECTRONIC HEALTH RECORD–BASED SMARTSETS INTEGRATE VARIOUS ASPECTS OF FLARE MANAGEMENT IN OUTPATIENTS WITH INFLAMMATORY BOWEL DISEASE THEREFORE ENSURING CONTINUITY OF CARE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Inflammatory bowel disease; Documentation; Health care; Ambulatory; Ambulatory care; Disease; Ulcerative colitis; Intensive care medicine; Family medicine; Internal medicine","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":[0.007278737,0.0004260117,0.0004931852,0.001552433,0.00056484,0.002145511,0.0009613255,0.0006838419,0.008242223],"category_scores_gemma":[0.01754832,0.0004354311,0.0007060374,0.00208345,0.0003455491,0.001880911,0.001436774,0.0005133435,0.003996172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028033,"about_ca_system_score_gemma":0.003895739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048666,"about_ca_topic_score_gemma":0.008159972,"domain_scores_codex":[0.9947272,0.001924505,0.0009961391,0.0007954747,0.001371506,0.0001851852],"domain_scores_gemma":[0.986053,0.004859731,0.002451647,0.002335349,0.003553977,0.0007462268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001854563,0.001630257,0.07680237,0.003246908,0.0002667854,0.0004316386,0.002114245,0.001739151,0.01166808,0.002560415,0.04950393,0.8481817],"study_design_scores_gemma":[0.001791119,0.005974841,0.3634771,0.004424194,0.001170948,0.002305737,0.002668336,0.01458236,0.03435308,0.002994937,0.5658658,0.0003914475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5566568,0.007980993,0.1687897,0.008722132,0.0007917076,0.02966294,0.09428984,0.04043356,0.09267236],"genre_scores_gemma":[0.4405943,0.004712937,0.4578174,0.002894518,0.000305428,0.006861303,0.06024504,0.0007000998,0.02586903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008242223,"threshold_uncertainty_score":0.03849411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006296401735209198,"score_gpt":0.2449410586790839,"score_spread":0.2386446569438747,"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."}}