{"id":"W6901997612","doi":"10.6084/m9.figshare.12495356.v1","title":"Additional file 1 of Safety of pharmacologic interventions for neuropsychiatric symptoms in dementia: a systematic review and network meta-analysis","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":"University of Calgary; University of Toronto","funders":"","keywords":"Psychological intervention; MEDLINE; Disease; Intervention (counseling); Systematic review","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":[0.004882224,0.001426856,0.002384246,0.004046976,0.0006242685,0.001557713,0.001564564,0.001406843,0.8296298],"category_scores_gemma":[0.072441,0.0009693441,0.003234367,0.005978751,0.0003418571,0.002287946,0.001212625,0.001059827,0.04286696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484677,"about_ca_system_score_gemma":0.003061217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005465002,"about_ca_topic_score_gemma":0.01081973,"domain_scores_codex":[0.998,0.0006069866,0.0006027043,0.0003350133,0.0002995292,0.0001557529],"domain_scores_gemma":[0.9179223,0.07139464,0.005239451,0.001423839,0.003539982,0.0004798149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002335657,0.0001681406,0.003316703,0.2404114,0.002458679,0.0001418269,0.0001610238,0.001438152,0.0002494941,0.003067424,0.7262559,0.0199955],"study_design_scores_gemma":[0.08612373,0.001626989,0.04779228,0.1074728,0.01460797,0.001185392,0.0006841006,0.005681213,0.001229248,0.03333863,0.6997632,0.0004944229],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003632686,0.0004316633,0.0004439304,0.0002162339,0.00004650188,0.0006963734,0.9965253,0.00018718,0.001089404],"genre_scores_gemma":[0.04385372,0.003928218,0.01978921,0.003668765,0.0005795379,0.06037653,0.8333827,0.0009974089,0.03342385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8296298,"threshold_uncertainty_score":0.2430124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146413445068398,"score_gpt":0.3697990468693232,"score_spread":0.2551577023624834,"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."}}