{"id":"W2335862351","doi":"10.2196/resprot.5376","title":"Transforming the Patient Role to Achieve Better Outcomes Through a Patient Empowerment Program: A Randomized Wait-List Control Trial Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Intervention (counseling); Randomized controlled trial; Medicine; Health care; Patient participation; Family medicine; Nursing; Health literacy; Psychology","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":[0.01210166,0.005859847,0.008258336,0.002500096,0.002621602,0.002774439,0.002883284,0.006329681,0.04502378],"category_scores_gemma":[0.01154171,0.001991695,0.002772515,0.001905121,0.003263267,0.002734833,0.001629756,0.005896341,0.005614856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497414,"about_ca_system_score_gemma":0.008124352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832771,"about_ca_topic_score_gemma":0.002680849,"domain_scores_codex":[0.9919714,0.004209295,0.0007073294,0.001043051,0.0007530914,0.001315767],"domain_scores_gemma":[0.99497,0.001628358,0.0009902212,0.0004818916,0.0007908227,0.001138742],"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":[0.9630584,0.02146613,0.0004594239,0.001908509,0.000578461,0.00007111752,0.0001300562,0.0005074449,0.0006208647,0.0008099271,0.002398675,0.007991049],"study_design_scores_gemma":[0.9688287,0.02694132,0.0005096868,0.0001723811,0.0003039388,0.00001103503,0.00003521194,0.0006899181,0.0002318878,0.0005268534,0.001729314,0.00001968983],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02584732,0.0005065334,0.002115829,0.0003991659,0.000769316,0.9669435,0.001153725,0.000252865,0.002011698],"genre_scores_gemma":[0.02038123,0.0001604793,0.002610018,0.0003063547,0.0001250138,0.9750463,0.0001529445,0.000009872158,0.001207703],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04502378,"threshold_uncertainty_score":0.1506195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09502600148200564,"score_gpt":0.5003036835828562,"score_spread":0.4052776821008505,"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."}}