{"id":"W3012311931","doi":"10.1097/cm9.0000000000000714","title":"Artificial intelligence in inflammatory bowel disease: current status and opportunities","year":2020,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Fundamental Research Funds for the Central Universities","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Disease; Crohn's disease; Health care; 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":[0.003368632,0.0006414918,0.001078809,0.002379582,0.0005021314,0.00264367,0.001263384,0.002836647,0.004382865],"category_scores_gemma":[0.005429363,0.000326079,0.00060308,0.003211293,0.00221154,0.004095872,0.001332038,0.003501141,0.00117047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086647,"about_ca_system_score_gemma":0.002155894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530097,"about_ca_topic_score_gemma":0.001491488,"domain_scores_codex":[0.9989048,0.0004388652,0.0001204008,0.0001520354,0.0003000917,0.00008384318],"domain_scores_gemma":[0.9919633,0.005997741,0.0003871486,0.0001595292,0.00105115,0.0004411126],"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":[0.0001317769,0.0001219716,0.001656411,0.00488981,0.00005600497,0.0001453055,0.000227206,0.0007009905,0.0003489905,0.02110882,0.02786401,0.9427487],"study_design_scores_gemma":[0.00004514873,0.0004517222,0.005742314,0.01255721,0.0001874469,0.001229544,0.001068483,0.002553684,0.0004711722,0.06219942,0.9133753,0.0001186835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004714055,0.9878371,0.0008904066,0.008313298,0.0005602249,0.000007765412,0.00002011822,0.00002721144,0.001872397],"genre_scores_gemma":[0.007779549,0.9847647,0.00156589,0.00240419,0.002963213,0.00001660906,0.00005021748,0.000009085958,0.000446629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004382865,"threshold_uncertainty_score":0.01781523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449462855901876,"score_gpt":0.2889921048907333,"score_spread":0.2644974763317146,"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."}}