{"id":"W3041574404","doi":"10.2196/15994","title":"A Web-Based Decision Aid (myAID) to Enhance Quality of Life, Empowerment, Decision Making, and Disease Control for Patients With Ulcerative Colitis: Protocol for a Cluster Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Randomized controlled trial; Referral; Ulcerative colitis; Protocol (science); Intervention (counseling); Clinical trial; Quality of life (healthcare); Empowerment; Physical therapy; Cluster randomised controlled trial; Family medicine; Disease; Alternative medicine; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0354594,0.004796778,0.008602175,0.002498921,0.002884654,0.004125095,0.003443824,0.005339263,0.0699185],"category_scores_gemma":[0.03652517,0.002631282,0.005232528,0.003496504,0.003127216,0.002947904,0.002284799,0.007664294,0.008253686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005258577,"about_ca_system_score_gemma":0.01559375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509995,"about_ca_topic_score_gemma":0.005034852,"domain_scores_codex":[0.9759977,0.01611852,0.00222395,0.001506907,0.002217287,0.001935634],"domain_scores_gemma":[0.9844008,0.005031364,0.003437785,0.00175222,0.003099635,0.002278206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8745881,0.02034485,0.001025731,0.03113652,0.002467886,0.0003015454,0.000684262,0.003204696,0.001906195,0.004614549,0.01939613,0.04032962],"study_design_scores_gemma":[0.9469169,0.0217412,0.001405316,0.002640444,0.0008270264,0.00005045427,0.0001315243,0.001977349,0.0005138837,0.001807935,0.02190332,0.00008465091],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001182377,0.0001360793,0.0005744034,0.00009978232,0.0001442998,0.9969664,0.0004535329,0.00003922949,0.0004038996],"genre_scores_gemma":[0.001084977,0.0000721473,0.001107769,0.00006838181,0.00001937887,0.9973873,0.00006952998,0.000002510008,0.0001879258],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0699185,"threshold_uncertainty_score":0.2339007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2102958039905848,"score_gpt":0.6022828626232443,"score_spread":0.3919870586326595,"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."}}