{"id":"W2802271679","doi":"10.1053/j.gastro.2018.05.004","title":"Biomarkers in the Management of Crohn’s Disease","year":2018,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; South Health Campus; Western University","funders":"","keywords":"Crohn's disease; Medicine; Disease; Intensive care medicine; Gastroenterology; Internal 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":[0.002333833,0.0008354735,0.002105418,0.002072071,0.0005532472,0.002538474,0.0005424897,0.001112998,0.0009243671],"category_scores_gemma":[0.005896349,0.0002704036,0.0004782052,0.001888016,0.0005832532,0.001422588,0.0007398775,0.002198846,0.0004021964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007331563,"about_ca_system_score_gemma":0.0009417174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008337779,"about_ca_topic_score_gemma":0.001047107,"domain_scores_codex":[0.9987131,0.0005378019,0.0002280898,0.00008820657,0.0003395185,0.00009316905],"domain_scores_gemma":[0.9975006,0.0009811594,0.0006347683,0.0000623642,0.0005559617,0.0002652513],"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":[0.004552481,0.0006062419,0.178742,0.004011386,0.0007945056,0.003051849,0.000373058,0.001771013,0.008433994,0.004440835,0.02190774,0.7713149],"study_design_scores_gemma":[0.00147202,0.008574949,0.4302249,0.02093111,0.003292473,0.02067051,0.002561736,0.01074289,0.01963486,0.03653269,0.444973,0.0003888293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04388243,0.9326524,0.00231698,0.01337679,0.002146869,0.00004781937,0.0001879544,0.00007470324,0.005314024],"genre_scores_gemma":[0.5527453,0.4222754,0.01038655,0.005327156,0.006165455,0.0001467017,0.0004133663,0.00003920119,0.002500804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002538474,"threshold_uncertainty_score":0.01234263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006366218429157368,"score_gpt":0.2338318516165786,"score_spread":0.2274656331874213,"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."}}