{"id":"W3146532251","doi":"10.1002/acr2.11250","title":"Development of an Implementation Strategy for Patient Decision Aids in Rheumatoid Arthritis Through Application of the Behavior Change Wheel","year":2021,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Centre for Advancing Health Outcomes; University of British Columbia; St. Paul's Hospital; Research Canada; Canadian Arthritis Patient Alliance; University of Calgary","funders":"","keywords":"Decision aids; Thematic analysis; Medicine; Decision support system; Medical education; Flexibility (engineering); Curriculum; Guideline; Nursing; Psychology; Family medicine; Qualitative research; Alternative medicine; Computer science; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004355414,0.0001522063,0.0005032224,0.00007829399,0.0004774949,0.000008298792,0.0007753925,0.0002127973,0.0001239883],"category_scores_gemma":[0.0001795166,0.0001367417,0.00005016273,0.00037645,0.00006972028,0.0004071314,0.0008172265,0.0002503205,0.00000856891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839692,"about_ca_system_score_gemma":0.0010857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005343715,"about_ca_topic_score_gemma":0.0422243,"domain_scores_codex":[0.9962504,0.0008672632,0.001915811,0.0003683163,0.000235166,0.0003630671],"domain_scores_gemma":[0.9965971,0.000566611,0.001139273,0.001037088,0.0006020117,0.00005792214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001291197,0.0004187596,0.2724119,0.0003085013,0.00001872616,5.040733e-7,0.06587099,0.000006773046,0.0008374507,0.01355272,0.0001137,0.6463308],"study_design_scores_gemma":[0.01192504,0.0007374117,0.4943121,0.002852688,0.00002557096,0.00004049293,0.4174631,0.0004596014,0.02680617,0.01169857,0.03299023,0.0006890408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989195,0.001063809,0.0008248351,0.0003246274,0.0003597823,0.008023657,0.0001112983,0.00001505108,0.00008194868],"genre_scores_gemma":[0.9271311,0.0003927058,0.05152789,0.0001985342,0.000003388645,0.02033601,0.0003828832,0.00002458596,0.000002880892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6456418,"threshold_uncertainty_score":0.9752526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2520684518025566,"score_gpt":0.4864004311436056,"score_spread":0.234331979341049,"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."}}