{"id":"W2606993211","doi":"10.23889/ijpds.v1i1.167","title":"Measuring cumulative anticholinergic medicines burden in older Australian women","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anticholinergic; Medicine; Drug; Longitudinal study; Anticholinergic agents; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001284413,0.0002658381,0.0003145519,0.00122272,0.0007149919,0.0005134803,0.0005774482,0.0004221995,0.001854498],"category_scores_gemma":[0.003619769,0.0002985747,0.0006648062,0.001841266,0.0002655362,0.0006046601,0.001627788,0.0005808441,0.0004124186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146478,"about_ca_system_score_gemma":0.0008147245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1063472,"about_ca_topic_score_gemma":0.122303,"domain_scores_codex":[0.9993383,0.0002089731,0.0001091586,0.00009038398,0.0001548599,0.00009830354],"domain_scores_gemma":[0.9985605,0.0001360275,0.00070695,0.00006988781,0.0003823469,0.0001442657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003079103,0.00002926493,0.9947301,0.00005970073,0.00003584578,0.00002910569,0.0005211786,0.00003010731,0.00009130785,0.00001646319,0.0003149795,0.004111195],"study_design_scores_gemma":[0.000001877143,0.00003400003,0.9992118,0.00001867545,0.00001246266,0.00003142803,0.0003141244,0.00008663205,0.00002726503,0.00001113519,0.0002482082,0.00000234988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952571,0.0007033444,0.0001649037,0.0002998599,0.00001312551,0.0001256452,0.002164545,0.000005119663,0.001266325],"genre_scores_gemma":[0.9959895,0.0007083448,0.0006449565,0.0001234376,0.00002045524,0.0002277719,0.001146622,0.000001789291,0.001137262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063472,"threshold_uncertainty_score":0.2114564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3997429446514787,"score_gpt":0.5330232602304313,"score_spread":0.1332803155789526,"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."}}