{"id":"W2939281213","doi":"10.1016/j.cgh.2019.04.012","title":"Development and Validation of the Mucosal Inflammation Noninvasive Index For Pediatric Crohn’s Disease","year":2019,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"AbbVie","keywords":"Medicine; Crohn's disease; Crohn disease; Mucosal inflammation; Inflammatory bowel disease; Inflammation; Disease; Index (typography); 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":[0.00635901,0.0009512175,0.000877273,0.002146302,0.0005056597,0.002080832,0.0007203923,0.001020049,0.0007919748],"category_scores_gemma":[0.008321301,0.0004038038,0.0006985175,0.001135777,0.0006478038,0.0009155862,0.001221085,0.001290242,0.0005736437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008521224,"about_ca_system_score_gemma":0.00143719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538181,"about_ca_topic_score_gemma":0.002514751,"domain_scores_codex":[0.995218,0.001526222,0.0005437027,0.0006142631,0.00180702,0.0002907519],"domain_scores_gemma":[0.9950976,0.001250765,0.0008573643,0.0003874824,0.002067097,0.0003396796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007950609,0.0003896705,0.8732557,0.0002729581,0.0001914953,0.0003005232,0.0003556756,0.001207195,0.02847142,0.0007602091,0.001471723,0.09252832],"study_design_scores_gemma":[0.0001283662,0.00265629,0.9157592,0.0002861839,0.0003948134,0.002681631,0.0006134823,0.01507968,0.04479976,0.0008256543,0.01670122,0.00007356604],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484817,0.006439956,0.03369603,0.0007049602,0.0003219031,0.0008442879,0.00179805,0.0003008863,0.007412271],"genre_scores_gemma":[0.9349972,0.001598419,0.05826336,0.0003245676,0.0001329545,0.0008502927,0.002154046,0.00005760503,0.001621506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00635901,"threshold_uncertainty_score":0.03363007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372584764550467,"score_gpt":0.2723682146156303,"score_spread":0.2586423669701257,"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."}}