{"id":"W4387516114","doi":"10.1111/bcpt.13950","title":"Making it happen: Development of an interprofessional deprescribing education programme","year":2023,"lang":"en","type":"article","venue":"Basic & Clinical Pharmacology & Toxicology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"College of Pharmacy, Dalhousie University","keywords":"Deprescribing; Polypharmacy; Medicine; Discontinuation; Health care; Nursing; Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01401497,0.0005448314,0.0004127279,0.001063383,0.001257836,0.00191148,0.002122236,0.0008539289,0.00344961],"category_scores_gemma":[0.01470008,0.0004004643,0.000653971,0.0004940425,0.0007121436,0.001659977,0.004767503,0.002014536,0.0008213393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389385,"about_ca_system_score_gemma":0.02344974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472806,"about_ca_topic_score_gemma":0.003940802,"domain_scores_codex":[0.9948251,0.002530713,0.0003922159,0.0002936702,0.001146031,0.0008122041],"domain_scores_gemma":[0.9896426,0.002400924,0.0006185153,0.0004775283,0.001676862,0.005183538],"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":[0.0002930172,0.01962593,0.01592162,0.001236624,0.00003945658,0.000679593,0.01164797,0.002657065,0.004155743,0.002381092,0.005755307,0.9356065],"study_design_scores_gemma":[0.00464545,0.07701531,0.3647784,0.01253062,0.0007185063,0.005111327,0.07150268,0.05469268,0.06475453,0.02182989,0.3214084,0.001012128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.756111,0.0005842549,0.1353057,0.01128068,0.0006433142,0.05478414,0.000392496,0.00179496,0.03910349],"genre_scores_gemma":[0.3523615,0.0007544267,0.6245505,0.001253923,0.00007974078,0.013407,0.000395794,0.00006169227,0.00713549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401497,"threshold_uncertainty_score":0.07411915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4265137303652189,"score_gpt":0.5759858252885361,"score_spread":0.1494720949233173,"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."}}