{"id":"W6957763769","doi":"10.6084/m9.figshare.12511025","title":"Additional file 2 of The OPTIMIZE patient- and family-centered, primary care-based deprescribing intervention for older adults with dementia or mild cognitive impairment and multiple chronic conditions: study protocol for a pragmatic cluster randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Dementia; Deprescribing; Cognitive impairment; Intervention (counseling); Protocol (science); Cluster (spacecraft); Cognition; Polypharmacy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00357401,0.001437371,0.00208484,0.0006731267,0.001097753,0.001314807,0.001117428,0.001548027,0.6650574],"category_scores_gemma":[0.01106538,0.0009225339,0.001507589,0.001000971,0.0004468637,0.00109012,0.0007306858,0.002136202,0.0332453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107081,"about_ca_system_score_gemma":0.002378437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283632,"about_ca_topic_score_gemma":0.005807703,"domain_scores_codex":[0.9990373,0.0004857733,0.0001023035,0.000138863,0.00009446956,0.0001413659],"domain_scores_gemma":[0.9949994,0.003303352,0.0006275468,0.0002316396,0.000430564,0.0004075104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2747393,0.004241305,0.0009901791,0.03730497,0.001449582,0.00008851846,0.0002572618,0.001242961,0.0005910037,0.005020648,0.629432,0.04464226],"study_design_scores_gemma":[0.9347448,0.004202093,0.00311407,0.002127207,0.0007759514,0.00003898833,0.00006518118,0.0009599387,0.000286189,0.003405929,0.05023219,0.0000475103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.01006391,0.001116398,0.003803271,0.002258633,0.0008650635,0.2748391,0.6798673,0.001144386,0.02604192],"genre_scores_gemma":[0.04012598,0.0007179949,0.009766909,0.001933541,0.0003503448,0.8738532,0.04229166,0.0002579632,0.03070245],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6650574,"threshold_uncertainty_score":0.477755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077317624977662,"score_gpt":0.274926610110655,"score_spread":0.2541534338608784,"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."}}