{"id":"W4224268100","doi":"10.4140/tcp.n.2022.171","title":"ASCP’s 2021 Choosing Wisely® Recommendations: A Proud Accomplishment","year":2022,"lang":"en","type":"article","venue":"The Senior Care Pharmacist","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Task force; Health care; Task (project management); Argument (complex analysis); Public relations; Medical education; Medicine; Political science; Management; Polypharmacy; Public administration; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02836821,0.001923023,0.001305257,0.002072447,0.007539541,0.01876562,0.003251216,0.03010165,0.06494913],"category_scores_gemma":[0.0688532,0.001071663,0.001846795,0.001785611,0.003782996,0.007720308,0.008019968,0.02438122,0.05607051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006243815,"about_ca_system_score_gemma":0.06207066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069536,"about_ca_topic_score_gemma":0.01998529,"domain_scores_codex":[0.9778277,0.005078857,0.000960634,0.001233569,0.01181104,0.003088186],"domain_scores_gemma":[0.8910784,0.01561951,0.002810172,0.002336228,0.02740328,0.06075252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000542729,0.00002698069,0.00005794477,0.00001984336,0.000001968339,0.0000261833,0.0000264761,0.00001567707,0.00001873328,0.0005533592,0.9924096,0.006837735],"study_design_scores_gemma":[0.00001894715,0.0000247449,0.0002901973,0.0001467606,0.000003492644,0.00004946401,0.0001267006,0.0000877204,0.00004839505,0.001272996,0.9979159,0.00001481621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000387291,0.001583186,0.001098473,0.851036,0.1078707,0.0002570962,0.000653693,0.0003834205,0.03673017],"genre_scores_gemma":[0.005689543,0.004816261,0.007116981,0.7417625,0.07820881,0.0007273345,0.002164437,0.0007984307,0.1587158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06494913,"threshold_uncertainty_score":0.2172765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6048190678099964,"score_gpt":0.5730269996310016,"score_spread":0.03179206817899483,"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."}}