{"id":"W4383888050","doi":"10.1186/s40900-023-00461-2","title":"Participatory development of a framework to actively involve people living with dementia and those from their social network, and healthcare professionals in conducting a systematic review: the DECIDE-SR protocol","year":2023,"lang":"en","type":"review","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Bundesministerium für Bildung und Forschung","keywords":"Dementia; Health care; Systematic review; Psychological intervention; Psychology; Nursing; Citizen journalism; Participatory action research; Protocol (science); Medicine; Public relations; Sociology; MEDLINE; Political science; Alternative medicine","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02838167,0.000661505,0.002581826,0.0004110367,0.003058784,0.0000550928,0.0004507738,0.0003414341,0.00004877011],"category_scores_gemma":[0.0005972437,0.0003879217,0.00009990459,0.001181943,0.000168494,0.0001295596,0.002088269,0.002658095,0.00002126638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006941633,"about_ca_system_score_gemma":0.001770117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005737449,"about_ca_topic_score_gemma":0.004661775,"domain_scores_codex":[0.9806159,0.01219306,0.003024945,0.0009915937,0.001510367,0.001664181],"domain_scores_gemma":[0.9888675,0.008400923,0.001276013,0.0005535363,0.0003610637,0.0005410005],"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":[0.00005902388,0.0001927669,0.002461415,0.9207118,0.0004873875,0.000003350004,0.05505808,2.162762e-7,2.959545e-7,0.0002985845,0.001390037,0.01933711],"study_design_scores_gemma":[0.0005057439,0.0003288949,0.0004384684,0.9089273,0.00030061,2.702551e-7,0.05116632,0.00001177122,9.65324e-7,0.000231734,0.0377014,0.0003864831],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004628038,0.7923117,0.00003787915,0.0004925299,0.0001424462,0.2022479,0.00007701843,0.00004065104,0.00002184739],"genre_scores_gemma":[0.0006307331,0.636671,0.0007791223,0.0009919915,0.0001828612,0.360478,0.000120986,0.00008506505,0.00006020222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1582301,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7287070205380001,"score_gpt":0.5848719055923989,"score_spread":0.1438351149456012,"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."}}