{"id":"W3011362304","doi":"10.1093/ibd/izaa056","title":"Utility of the MARS-5 in Assessing Medication Adherence in IBD","year":2020,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Inflammatory bowel disease; Confidence interval; Faecal calprotectin; Mars Exploration Program; Ulcerative colitis; Demographics; Disease; Physical therapy; Calprotectin; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765386,0.000172663,0.0001538432,0.00004503658,0.00004213624,0.00002043782,0.0004368179,0.0001171911,0.00008218445],"category_scores_gemma":[0.0006671481,0.0001516456,0.0001199821,0.0001573887,0.0002236982,0.0000235026,0.0002082512,0.0001336551,0.0000101233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001768519,"about_ca_system_score_gemma":0.000462478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001451405,"about_ca_topic_score_gemma":0.0001594038,"domain_scores_codex":[0.9983826,0.0002619745,0.0004790644,0.0003702476,0.0002696101,0.0002365095],"domain_scores_gemma":[0.9990802,0.00002423687,0.0001940753,0.0004768354,0.00006211224,0.0001625109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002129697,0.00008535135,0.9842961,0.000183925,0.00001068997,0.00005992947,0.0001156822,0.0001227182,0.01348635,0.00007200304,0.0005048265,0.0008494114],"study_design_scores_gemma":[0.0006633775,0.00001455304,0.9937207,0.0000849678,0.00001495323,7.444898e-7,0.0001497027,0.0008181605,0.003710498,0.0001249395,0.0005405628,0.0001568544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982054,0.0003531085,0.00003475527,0.0002130395,0.0001159641,0.0003443415,0.00004903402,0.00001689707,0.0006674413],"genre_scores_gemma":[0.9993346,0.00002618742,0.00002996246,0.0004027585,0.00009550055,0.00004303209,0.00003433652,0.0000184973,0.00001508485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009775852,"threshold_uncertainty_score":0.6183929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471582957162847,"score_gpt":0.2587729747037671,"score_spread":0.2440571451321386,"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."}}