{"id":"W6977096382","doi":"10.6084/m9.figshare.26629768.v1","title":"Additional file 1 of An investigation of psychoactive polypharmacy and related gender-differences in older adults with dementia: a retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Polypharmacy; Retrospective cohort study; Cohort study; MEDLINE; Beers Criteria","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":[0.001157607,0.0009583653,0.00125373,0.002270402,0.001274502,0.0009908122,0.001597512,0.001224495,0.5569107],"category_scores_gemma":[0.01804302,0.0006785098,0.001366827,0.00491096,0.000286205,0.001326007,0.00089841,0.0006525192,0.04139211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008340434,"about_ca_system_score_gemma":0.001354998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373127,"about_ca_topic_score_gemma":0.01753867,"domain_scores_codex":[0.9992478,0.0001183871,0.0002123383,0.00021554,0.00009804608,0.0001078258],"domain_scores_gemma":[0.9873013,0.006594043,0.002462849,0.001323109,0.001797804,0.0005207584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002634275,0.0007753108,0.1536379,0.007620444,0.0007268366,0.0005735235,0.0005180847,0.000600744,0.000347837,0.0009197671,0.8111678,0.02047744],"study_design_scores_gemma":[0.01123916,0.001533039,0.7722778,0.005067299,0.001459843,0.002212694,0.002188155,0.00196117,0.0007071961,0.004810457,0.1962174,0.0003257217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005502512,0.00007433146,0.0002428615,0.00008345969,0.0000312978,0.0003075106,0.9924516,0.00006786086,0.00123841],"genre_scores_gemma":[0.1052738,0.0004768948,0.005056007,0.00114726,0.0002282874,0.01112848,0.8525697,0.0003057053,0.02381384],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5569107,"threshold_uncertainty_score":0.6320131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762220957823078,"score_gpt":0.2618519165881117,"score_spread":0.234229707009881,"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."}}