{"id":"W3193327498","doi":"10.1111/hex.13344","title":"Patient engagement in care: A scoping review of recently validated tools assessing patients' and healthcare professionals' preferences and experience","year":2021,"lang":"en","type":"review","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Université de Montréal; McGill University","funders":"","keywords":"CINAHL; General partnership; Patient participation; MEDLINE; Health care; Nursing; Empowerment; Psychology; Medicine; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008246267,0.0005367705,0.002615721,0.0003883651,0.001281638,0.000029138,0.0001697109,0.0003072953,0.0001294305],"category_scores_gemma":[0.000499042,0.0004595077,0.0001252954,0.0008811259,0.00008595792,0.0003108004,0.0003728988,0.001146842,0.000007367123],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008836694,"about_ca_system_score_gemma":0.006241945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000501213,"about_ca_topic_score_gemma":0.0004490814,"domain_scores_codex":[0.9868848,0.006465336,0.004074864,0.0009313325,0.0007290986,0.0009146215],"domain_scores_gemma":[0.99384,0.001840315,0.002722989,0.0004734524,0.000581754,0.000541481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003356685,0.0001651076,0.0009644803,0.5848653,0.00001105412,0.000001267685,0.03892947,2.661296e-8,1.529444e-8,0.00009665125,0.000148182,0.3748151],"study_design_scores_gemma":[0.0004435751,0.0002956476,0.000150747,0.8963034,0.00005271281,9.906328e-7,0.05824582,8.18387e-7,4.936088e-7,0.000007534638,0.04418738,0.0003108583],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001184349,0.9822959,0.000007341866,0.000329187,0.0008465691,0.01475803,0.0003665717,0.00003866956,0.0001733938],"genre_scores_gemma":[0.0005657488,0.9841232,0.00137486,0.002628578,0.00004567913,0.006660386,0.004538914,0.00005104823,0.00001163901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3745043,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4373079785273807,"score_gpt":0.5661901309549915,"score_spread":0.1288821524276108,"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."}}