{"id":"W6977340133","doi":"10.6084/m9.figshare.12511037.v1","title":"Additional file 3 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":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Dementia; Deprescribing; Checklist; Intervention (counseling); Cluster (spacecraft); Protocol (science); Cognitive impairment; 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":[0.01011912,0.001836846,0.003130032,0.001541358,0.001438071,0.002277545,0.001799312,0.002127378,0.8797551],"category_scores_gemma":[0.05781961,0.001343667,0.00230514,0.002519268,0.0007350806,0.002348038,0.00116161,0.002176001,0.0810439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017208,"about_ca_system_score_gemma":0.004321209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876733,"about_ca_topic_score_gemma":0.006543948,"domain_scores_codex":[0.9965363,0.001779487,0.0006252018,0.0003700404,0.0003753886,0.0003136184],"domain_scores_gemma":[0.9549916,0.03469823,0.004350369,0.001533187,0.003199715,0.001227001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.03595403,0.0009613002,0.0006424444,0.0656308,0.0007142121,0.00007944451,0.0003129638,0.0008576637,0.0002250439,0.004868221,0.8548927,0.03486123],"study_design_scores_gemma":[0.604959,0.004357372,0.007586925,0.0213877,0.001835472,0.0002035379,0.000313167,0.002639628,0.0007984425,0.02027362,0.3353837,0.0002615505],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.001694202,0.0006087913,0.003424051,0.001340339,0.0005991231,0.1273494,0.8488733,0.001499038,0.0146118],"genre_scores_gemma":[0.01626495,0.0007123388,0.01692725,0.002129159,0.0003883108,0.8633554,0.06669511,0.0007491145,0.03277838],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8797551,"threshold_uncertainty_score":0.1715148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807525334052119,"score_gpt":0.3071226461019797,"score_spread":0.2790473927614585,"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."}}