{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005992741,0.0004567367,0.0004667591,0.001395092,0.0002587494,0.0007494161,0.0006144433,0.0006229684,0.001572676],"category_scores_gemma":[0.008797418,0.0001898345,0.001063305,0.0007065661,0.0002050323,0.0004732176,0.0007520166,0.0005575662,0.000397293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003161432,"about_ca_system_score_gemma":0.0003456626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955974,"about_ca_topic_score_gemma":0.003667231,"domain_scores_codex":[0.9964257,0.001877577,0.0004503871,0.0002086047,0.000845255,0.0001924747],"domain_scores_gemma":[0.9933012,0.001752184,0.003283051,0.0002390149,0.00103774,0.0003868925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000381198,0.0001290552,0.980517,0.0001131493,0.0002313525,0.00002365697,0.00009765171,0.0002327938,0.0002322868,0.00003923618,0.0002737451,0.01772889],"study_design_scores_gemma":[0.00003850868,0.0007931663,0.9965168,0.00008717657,0.00009670165,0.0001233689,0.0001071754,0.001259991,0.0001708743,0.00005143496,0.0007437821,0.00001102126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927538,0.001658863,0.0009462326,0.0001843179,0.0000356234,0.0001823324,0.001026901,0.00004479832,0.003167088],"genre_scores_gemma":[0.9939067,0.0003001392,0.004261297,0.00008658711,0.00003466136,0.0001473398,0.0008206132,0.000002890741,0.0004398603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005992741,"threshold_uncertainty_score":0.03169304,"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."}}