{"id":"W3188989920","doi":"10.1002/acr.24766","title":"Polypharmacy and Potentially Inappropriate Medication Use in Older Adults With Systemic Lupus Erythematosus","year":2021,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Polypharmacy; Odds ratio; Internal medicine; Medical prescription; Confidence interval; Medical record; Comorbidity; Rheumatology; Population; Systemic lupus erythematosus; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004254889,0.0002190584,0.0002731013,0.0006484829,0.0002693053,0.0004038895,0.0001345955,0.0003962634,0.001182228],"category_scores_gemma":[0.002543868,0.0001730055,0.0002655625,0.0007437617,0.0001351504,0.0004087114,0.0003036139,0.0003857965,0.0001481393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982161,"about_ca_system_score_gemma":0.0002338949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004004447,"about_ca_topic_score_gemma":0.006227882,"domain_scores_codex":[0.9996133,0.00009534337,0.00008602432,0.00004546871,0.0001097266,0.00005013048],"domain_scores_gemma":[0.9981036,0.0002465836,0.001295958,0.00003202793,0.0001329939,0.0001887918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002401493,0.00001893199,0.9992232,0.00000649103,0.00001175247,0.00003830437,0.00002047436,0.00000849388,0.00004691033,0.000001537516,0.00002131404,0.0005785161],"study_design_scores_gemma":[0.000004225885,0.00006209727,0.9993699,0.000008613779,0.000009341496,0.0003483806,0.00004747687,0.00008385853,0.00001402176,0.000003857937,0.00004734074,8.426144e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990156,0.0004583744,0.00003044048,0.00006068518,0.000003311291,0.000006755851,0.0001542061,0.000001480614,0.000269169],"genre_scores_gemma":[0.9995172,0.000181658,0.000062232,0.00003908577,0.00001300786,0.000005371232,0.0001150292,3.876515e-7,0.00006597859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004004447,"threshold_uncertainty_score":0.007962286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507050355727664,"score_gpt":0.3195310674936443,"score_spread":0.2944605639363677,"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."}}