{"id":"W4383681685","doi":"10.58931/cibdt.2023.1214","title":"Post-operative Crohn's disease: Current and emerging management techniques","year":2023,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Crohn's disease; Infliximab; Disease; Refractory (planetary science); Inflammatory bowel disease; Randomized controlled trial; Intensive care medicine; Surgery; Referral; General 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":[0.001947203,0.0005266801,0.0006681309,0.001615012,0.0008472719,0.001898541,0.0007050991,0.0005912157,0.001688706],"category_scores_gemma":[0.001904221,0.0001298775,0.0003723236,0.001681098,0.001548215,0.00124594,0.0008289346,0.001588272,0.0004878878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912134,"about_ca_system_score_gemma":0.005755134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02142964,"about_ca_topic_score_gemma":0.06195089,"domain_scores_codex":[0.9990659,0.0001502106,0.0001170867,0.0001174178,0.0004419142,0.0001074697],"domain_scores_gemma":[0.998551,0.0003572038,0.0002973796,0.00004798672,0.0005277183,0.0002188021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001808326,0.0001383875,0.009823301,0.003826275,0.00006112767,0.0008727777,0.0005082071,0.0002001661,0.001933216,0.005713173,0.01261172,0.9641308],"study_design_scores_gemma":[0.0001206584,0.0009465121,0.08370428,0.01613055,0.0004203913,0.01547259,0.00354972,0.0006953756,0.001854294,0.01087533,0.8660659,0.0001644426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006592881,0.9664826,0.002048952,0.01619509,0.0004918722,0.0000270409,0.00004268623,0.00004784645,0.008070951],"genre_scores_gemma":[0.03606784,0.9519274,0.005521767,0.002560879,0.001868155,0.00002991814,0.00009210043,0.00001650999,0.001915343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02142964,"threshold_uncertainty_score":0.04260987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006063018548041332,"score_gpt":0.2527387171571805,"score_spread":0.2466756986091392,"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."}}