{"id":"W3134295223","doi":"10.1111/ijn.12914","title":"Effects of patient decision aids in patients with type 2 diabetes mellitus: A systematic review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"International Journal of Nursing Practice","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"CINAHL; PsycINFO; Decision aids; Cochrane Library; Meta-analysis; MEDLINE; Medicine; Diabetes mellitus; Decision support system; Family medicine; Alternative medicine; Nursing; Data mining; Internal medicine; Computer science; Psychological intervention; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01093978,0.001948776,0.01401538,0.00474579,0.0005459449,0.00271286,0.001578938,0.002095974,0.003020702],"category_scores_gemma":[0.02879404,0.0009521827,0.01916351,0.005648392,0.0005858151,0.001592006,0.0009830423,0.001739322,0.0001633454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058418,"about_ca_system_score_gemma":0.00372304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003579058,"about_ca_topic_score_gemma":0.008301619,"domain_scores_codex":[0.9919437,0.004063663,0.002322214,0.0005333282,0.0009376663,0.0001994283],"domain_scores_gemma":[0.9787636,0.01758525,0.002343373,0.0002865074,0.000821043,0.0002002274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00231004,0.0001226256,0.002472643,0.7255855,0.2362343,0.0000972015,0.0001217876,0.0002628599,0.0001477061,0.000149252,0.0004210054,0.03207512],"study_design_scores_gemma":[0.001611855,0.0008493808,0.004356608,0.1201994,0.8685281,0.0001578861,0.0001320801,0.0002171161,0.0002280093,0.0002519615,0.003431986,0.00003560141],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002569091,0.9966994,0.000146088,0.00009502609,0.00007062198,0.0001958458,0.00008859341,0.000005575457,0.0001297621],"genre_scores_gemma":[0.07682587,0.9199262,0.001292555,0.0005384614,0.0001574835,0.0008796428,0.0002165451,0.000007168166,0.0001561582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01401538,"threshold_uncertainty_score":0.05785578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519239882858939,"score_gpt":0.4989135046393083,"score_spread":0.3469895163534144,"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."}}