{"id":"W3128488130","doi":"10.1503/cmaj.201564","title":"Prescribing cascades in older adults","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"Canadian Institutes of Health Research; Ministero della Salute; Irish Research Council; Ministry of Science, Technology and Space","keywords":"Diuretic; Calcium channel blocker; Medicine; Cohort; Ankle; Calcium; Internal medicine; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009685465,0.000209055,0.0003034779,0.001157551,0.001487287,0.001202127,0.0002475334,0.000625764,0.02104802],"category_scores_gemma":[0.01215501,0.0002461176,0.0006432584,0.001415161,0.0002320904,0.001319887,0.0009787313,0.001454427,0.001308917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512618,"about_ca_system_score_gemma":0.002316553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0334001,"about_ca_topic_score_gemma":0.03506373,"domain_scores_codex":[0.9980861,0.0002972751,0.0005225892,0.0003163699,0.000570866,0.0002068546],"domain_scores_gemma":[0.9935979,0.00131845,0.003528098,0.0002157435,0.0006906887,0.0006491286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002855672,0.0002836712,0.8569943,0.0006723254,0.0001950343,0.002609134,0.003021342,0.0001496263,0.0006849055,0.0040266,0.0253769,0.1057007],"study_design_scores_gemma":[0.0001223035,0.0001881812,0.9347553,0.001559706,0.0002391152,0.007054264,0.002648548,0.0008627524,0.0004250155,0.005478267,0.04660498,0.00006149737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8238407,0.01315551,0.002463911,0.03152775,0.000584755,0.0006450547,0.01067651,0.0002316431,0.1168742],"genre_scores_gemma":[0.9663738,0.01027632,0.003918945,0.009333334,0.0007924395,0.00018793,0.003188991,0.00004134436,0.005886909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0334001,"threshold_uncertainty_score":0.0704127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03784090652391228,"score_gpt":0.3353732661979267,"score_spread":0.2975323596740145,"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."}}