{"id":"W4382789437","doi":"10.3390/biomed3030027","title":"Polypharmacy and Medication Outcome Reporting Bias in Older Patients with COVID-19","year":2023,"lang":"en","type":"article","venue":"BioMed","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polypharmacy; Medicine; Clinical trial; Comorbidity; Relative risk; Dementia; Randomized controlled trial; Disease; Intensive care medicine; Emergency medicine; Psychiatry; Internal medicine; Confidence interval","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4833267,0.0008675626,0.002303944,0.004444808,0.001536942,0.003702734,0.002165887,0.002894837,0.002115762],"category_scores_gemma":[0.6917338,0.0008856112,0.003790606,0.005191247,0.00387083,0.003028821,0.003618695,0.002587908,0.0002787649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00317288,"about_ca_system_score_gemma":0.005951571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004762074,"about_ca_topic_score_gemma":0.004860964,"domain_scores_codex":[0.3012584,0.5272282,0.1197956,0.0130694,0.03673125,0.001917038],"domain_scores_gemma":[0.172085,0.5964484,0.1721712,0.03756083,0.0203635,0.001371178],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005662563,0.0003499896,0.6080533,0.02521964,0.01700761,0.001200974,0.01593371,0.001874463,0.0009496434,0.03407807,0.01686403,0.272806],"study_design_scores_gemma":[0.003415448,0.003479473,0.6482964,0.04552359,0.01865008,0.007330623,0.00734111,0.0191201,0.009521536,0.1133986,0.1230407,0.0008824042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4131524,0.1867814,0.2224777,0.09939066,0.00730529,0.02081198,0.007633222,0.0005403384,0.04190702],"genre_scores_gemma":[0.8994447,0.01100687,0.05044597,0.02417702,0.002433822,0.009765274,0.001176503,0.00009256466,0.001457307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5166733,"threshold_uncertainty_score":0.6371502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3454140592692273,"score_gpt":0.4935920307292497,"score_spread":0.1481779714600224,"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."}}