{"id":"W3080210897","doi":"10.1111/bcp.14525","title":"Deprescribing: What do we know, and where to next?","year":2020,"lang":"en","type":"letter","venue":"British Journal of Clinical Pharmacology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Deprescribing; Need to know; Psychology; Computer science; Polypharmacy; Medicine; Computer security; Intensive care medicine","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":[0.02686739,0.0007860306,0.004219607,0.003921259,0.004188379,0.01219687,0.003539495,0.008027664,0.0135187],"category_scores_gemma":[0.1004162,0.0009413388,0.001807354,0.004531642,0.006004571,0.03190774,0.004993412,0.01597311,0.004398315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008562989,"about_ca_system_score_gemma":0.03269902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03179444,"about_ca_topic_score_gemma":0.0640844,"domain_scores_codex":[0.9807685,0.00900265,0.002708009,0.001514489,0.004673732,0.001332647],"domain_scores_gemma":[0.8921041,0.06284423,0.007014629,0.001874288,0.02447123,0.01169152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002332299,0.0002084668,0.009485195,0.03642311,0.0003420485,0.0003736668,0.006150458,0.0001556752,0.0001316304,0.00974662,0.2773068,0.6594431],"study_design_scores_gemma":[0.0001485376,0.0003121217,0.01391691,0.2314342,0.000670764,0.001757827,0.03137913,0.0006830546,0.0002769078,0.04542321,0.6736052,0.000392151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001584112,0.3817601,0.001176243,0.6064604,0.006032362,0.00007595929,0.0004078863,0.00004864928,0.002454327],"genre_scores_gemma":[0.04581425,0.7452057,0.006238658,0.1882118,0.01148644,0.0003327184,0.0008172505,0.00008036965,0.001812764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03179444,"threshold_uncertainty_score":0.14209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2336713681671508,"score_gpt":0.4844153754852676,"score_spread":0.2507440073181169,"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."}}