{"id":"W3007442958","doi":"10.1093/jcag/gwz047.223","title":"A224 THE MANITOBA LIVING WITH IBD STUDY: MEDICATION ADHERENCE AND MARS-5 VALIDATION","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Medication adherence; Logistic regression; Internal medicine; Cohort; Demographics; Population; Inflammatory bowel disease; Disease; Physical therapy; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002152309,0.0004164242,0.000362714,0.001117444,0.001208254,0.0007220766,0.0008338856,0.0003950544,0.001876193],"category_scores_gemma":[0.003673289,0.0002931033,0.0005350278,0.001726599,0.0003539938,0.0002451095,0.001003,0.0005162371,0.000649649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499971,"about_ca_system_score_gemma":0.001841251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2520784,"about_ca_topic_score_gemma":0.3377556,"domain_scores_codex":[0.999005,0.0003752932,0.00008613372,0.0001300611,0.0002721145,0.0001313841],"domain_scores_gemma":[0.9978436,0.0002340255,0.0005715078,0.0001649851,0.0008016846,0.0003840179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230083,0.00008770912,0.9971178,0.00002122425,0.00005192837,0.00003931598,0.0002743506,0.00003047517,0.0001818251,0.00001344773,0.0003219502,0.001737075],"study_design_scores_gemma":[0.0000210068,0.00009764369,0.9989065,0.00001436017,0.00002543013,0.00004190689,0.0002615788,0.0001265762,0.00004350053,0.000005904396,0.0004529805,0.000002631521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957104,0.0002942271,0.0002070948,0.00009590502,0.00001186589,0.0002784156,0.001917976,0.00001171403,0.001472506],"genre_scores_gemma":[0.9942076,0.000206742,0.0009525459,0.0001747906,0.00001524957,0.000362746,0.003004481,0.000006546224,0.001069257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2520784,"threshold_uncertainty_score":0.5012223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222235416582701,"score_gpt":0.3230972258402685,"score_spread":0.2808748716744415,"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."}}