{"id":"W6939601881","doi":"10.6084/m9.figshare.12511019.v1","title":"Additional file 1 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; Intervention (counseling); Cognitive impairment; Protocol (science); Cluster (spacecraft); Polypharmacy; Cognition","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":["insufficient_payload"],"category_scores_codex":[0.004389272,0.001410768,0.002190778,0.0008592186,0.001079708,0.001335758,0.001215402,0.001505502,0.7726377],"category_scores_gemma":[0.0197566,0.0009064163,0.001486867,0.001379812,0.0004699966,0.001479377,0.0007327806,0.001942259,0.04577198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111899,"about_ca_system_score_gemma":0.002541225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566252,"about_ca_topic_score_gemma":0.004919776,"domain_scores_codex":[0.9987572,0.0006342347,0.0001657496,0.0001644337,0.0001331703,0.0001451645],"domain_scores_gemma":[0.9883491,0.008515872,0.001195879,0.0004227083,0.0009283205,0.0005881667],"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":[0.1015052,0.002869838,0.0009169467,0.04412444,0.0008605673,0.00006885277,0.0002504169,0.001026199,0.00034308,0.005088956,0.8012743,0.04167114],"study_design_scores_gemma":[0.8388082,0.005976019,0.006548593,0.006715291,0.001163095,0.00009413288,0.0001602424,0.002032836,0.000544462,0.008210517,0.1296338,0.0001127284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005121772,0.0008642295,0.00312658,0.001624841,0.0005678267,0.1649764,0.8018627,0.001067286,0.02078842],"genre_scores_gemma":[0.0359177,0.001020222,0.01324601,0.001991842,0.0004009687,0.8505577,0.06408934,0.0003725045,0.03240366],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2273623,"threshold_uncertainty_score":0.3243046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846182392351639,"score_gpt":0.3074692916912025,"score_spread":0.2790074677676861,"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."}}