{"id":"W3192173901","doi":"10.1093/ibd/izab192","title":"What Is a Flare? The Manitoba Living With IBD Study","year":2021,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Mount Sinai Hospital; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Flare; Medicine; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000860643,0.0003213547,0.0004487384,0.0008453619,0.0027993,0.001295861,0.001111252,0.0007909822,0.001834029],"category_scores_gemma":[0.002300478,0.0004059476,0.0003611651,0.002441017,0.0006199825,0.0006844468,0.001097794,0.001447467,0.0004400208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003263006,"about_ca_system_score_gemma":0.003428416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6619759,"about_ca_topic_score_gemma":0.7525181,"domain_scores_codex":[0.9994889,0.0001325823,0.00003185504,0.00007862251,0.0001193569,0.0001485652],"domain_scores_gemma":[0.9985061,0.00009038229,0.0004179942,0.00008987809,0.000319474,0.0005762099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008542078,0.00012013,0.9940381,0.00003182337,0.00006298395,0.0001217977,0.00109233,0.00001706733,0.00009001211,0.00005775093,0.001976382,0.002306185],"study_design_scores_gemma":[0.00002227639,0.00004677941,0.9969297,0.00006458969,0.00003614326,0.0000609151,0.001792952,0.00004220738,0.00001321558,0.00003230746,0.0009513018,0.000007564401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888965,0.001955252,0.00007455801,0.002082473,0.00005313127,0.0001349199,0.002802084,0.000009498371,0.003991623],"genre_scores_gemma":[0.9948704,0.001130371,0.0001247495,0.001069089,0.00003607163,0.00009311245,0.001474293,0.000004756396,0.001197076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3380241,"threshold_uncertainty_score":0.6800295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007433868717579241,"score_gpt":0.2275940852796714,"score_spread":0.2201602165620922,"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."}}