{"id":"W4297535925","doi":"10.1136/bmjopen-2021-055428","title":"Patient and public involvement in the development of clinical practice guidelines: a scoping review","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Medicine; CINAHL; PsycINFO; Guideline; Public health; Family medicine; MEDLINE; Public involvement; Nursing; Public relations; Psychological intervention; Pathology; Political science; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04229772,0.0003739026,0.002684989,0.0001435777,0.0007134029,0.0000263846,0.001151222,0.0002039636,0.000939661],"category_scores_gemma":[0.00515559,0.0002316461,0.0001835433,0.0005903908,0.00003916583,0.0002108668,0.003090582,0.00127689,0.00008215677],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690175,"about_ca_system_score_gemma":0.01257683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003774802,"about_ca_topic_score_gemma":0.001065781,"domain_scores_codex":[0.9760845,0.01049091,0.01092017,0.0006674838,0.001193038,0.0006439165],"domain_scores_gemma":[0.9883922,0.004686235,0.005356734,0.001002417,0.000325742,0.0002366302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001710527,0.0002246533,0.0001096948,0.3689189,0.00003248844,0.000004693845,0.001500569,9.589076e-9,1.800489e-10,0.00009543962,0.007288662,0.6218078],"study_design_scores_gemma":[0.0002756561,0.0001410957,0.000002840719,0.4254044,0.00008477225,0.000002217585,0.00428456,4.947367e-7,1.90447e-9,0.000005011639,0.5696613,0.0001376673],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005552274,0.9000828,0.000004887378,0.001102659,0.0008012983,0.09006687,0.00003521147,0.000007940086,0.007892736],"genre_scores_gemma":[1.013853e-7,0.9097349,0.008578981,0.03032179,0.0001064581,0.05039741,0.000749931,0.0000316433,0.00007876225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6216701,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9045234674255836,"score_gpt":0.7163256212287099,"score_spread":0.1881978461968737,"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."}}