{"id":"W6902331348","doi":"10.6084/m9.figshare.23665338","title":"Additional file 1 of 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":"article","venue":"Open MIND","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Health care; Participatory development; Social care; Health professionals; Systematic review; Citizen journalism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05692188,0.002040276,0.003892071,0.007907759,0.002635078,0.004414788,0.002658452,0.003430626,0.7625152],"category_scores_gemma":[0.2472561,0.003310359,0.003940577,0.00955637,0.001418712,0.004613271,0.004225992,0.003247749,0.05708494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005635732,"about_ca_system_score_gemma":0.02600741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006044419,"about_ca_topic_score_gemma":0.01635915,"domain_scores_codex":[0.9798141,0.0107129,0.005673874,0.001611299,0.001461897,0.0007259937],"domain_scores_gemma":[0.7195097,0.2387691,0.01169082,0.008388642,0.0187515,0.002890232],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005658752,0.0002912855,0.001383187,0.2439305,0.000636247,0.0002171087,0.003122371,0.001341544,0.0004439327,0.01074354,0.6794258,0.05280567],"study_design_scores_gemma":[0.08640277,0.00131668,0.009223107,0.1130872,0.002703099,0.0003539983,0.003244229,0.002827039,0.001644735,0.03408701,0.7445379,0.0005721356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0009808391,0.0004103232,0.006456355,0.001920562,0.0003869844,0.1811505,0.8013042,0.0008417884,0.006548357],"genre_scores_gemma":[0.002703407,0.0003080901,0.0225178,0.0006600037,0.00007074457,0.9404628,0.02796214,0.0002207365,0.005094285],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9430781,"threshold_uncertainty_score":0.3387432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3556914031152071,"score_gpt":0.4806132345241528,"score_spread":0.1249218314089457,"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."}}