{"id":"W2288948277","doi":"10.18553/jmcp.2008.14.s1-a.1a","title":"The Challenge of Compliance and Persistence: Focus on Ulcerative Colitis","year":2008,"lang":"en","type":"review","venue":"Journal of Managed Care Pharmacy","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; McGill University; National Cancer Institute; Crohn's and Colitis Foundation of America","keywords":"Medicine; Psychosocial; Population; Ulcerative colitis; Intensive care medicine; Disease; Adverse effect; Regimen; Health care; Persistence (discontinuity); Patient education; Medication adherence; Family medicine; Internal medicine; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001489575,0.0002652652,0.001209122,0.0001254037,0.0001712839,0.00001563029,0.0001720137,0.00005588999,0.00002153737],"category_scores_gemma":[0.00002937749,0.0001474694,0.0005960678,0.000116272,0.0001382508,0.00004439624,0.0000385077,0.0006789655,0.000005295262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717283,"about_ca_system_score_gemma":0.0002127992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288311,"about_ca_topic_score_gemma":0.00002260941,"domain_scores_codex":[0.9985121,0.0002179652,0.0005527266,0.0001602667,0.0003875765,0.0001693266],"domain_scores_gemma":[0.9984642,0.0002443279,0.0006821283,0.0002050352,0.0002733685,0.0001309349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001716402,0.0001097702,0.00002236114,0.00635764,0.001097691,0.000216537,0.0007578495,1.107078e-7,4.162357e-8,0.0001093001,0.0004695745,0.9906875],"study_design_scores_gemma":[0.002036941,0.0006592066,0.0002680785,0.01231995,0.002183977,0.001184654,0.0006038091,0.000001135702,0.000003578908,0.00004394548,0.9805727,0.0001220122],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001151665,0.9881683,0.000002948827,0.0007548807,0.0001757719,0.0005435685,0.00003603253,0.000004597387,0.0103024],"genre_scores_gemma":[0.01203016,0.9874821,0.00003692406,0.00002869288,0.0001821671,0.00001268006,0.000005739934,0.00002595343,0.0001955622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9905655,"threshold_uncertainty_score":0.6013626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212290071334737,"score_gpt":0.3867234102996507,"score_spread":0.265494403166177,"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."}}