{"id":"W4251735255","doi":"10.1093/ecco-jcc/jjw019.787","title":"P668. Medical therapy, surgery and hospitalisation rates during the 2- and 3-year follow-up of the 2011 ECCO-EpiCom cohort","year":2016,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Medicine; Medical therapy; General surgery; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006538887,0.0002581385,0.0003024435,0.0006784423,0.0003443266,0.0005838497,0.0003139326,0.0003635665,0.001820161],"category_scores_gemma":[0.001698908,0.0002471054,0.0007714751,0.0008874176,0.0001436559,0.0005858408,0.0005382059,0.0006185209,0.0003508628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002742473,"about_ca_system_score_gemma":0.0003454121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201286,"about_ca_topic_score_gemma":0.005085703,"domain_scores_codex":[0.9995906,0.00004856381,0.00004755202,0.0001286573,0.00006753744,0.0001171313],"domain_scores_gemma":[0.9988708,0.00008505469,0.0006981988,0.0001097522,0.00007446147,0.000161653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004140769,0.00002143678,0.9980012,0.00001161235,0.00006619044,0.00007294668,0.0000370424,0.00002987024,0.00009068644,0.00001185842,0.0002944235,0.0009487643],"study_design_scores_gemma":[0.00001430363,0.00006879445,0.9992787,0.000006773244,0.00003692256,0.0001673276,0.0000932348,0.00008092813,0.00002466448,0.00001125618,0.0002133165,0.000003756424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961407,0.0002903213,0.00003722763,0.00004867851,0.0000110046,0.00000873977,0.003051114,0.000005657045,0.0004065837],"genre_scores_gemma":[0.9966123,0.0001244462,0.00002862381,0.00003012949,0.00001088479,0.00001602248,0.002895707,0.000004171925,0.0002777239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005201286,"threshold_uncertainty_score":0.010342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006476845110386,"score_gpt":0.2376455796304832,"score_spread":0.2275808111793794,"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."}}