{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004180349,0.0002976616,0.000364423,0.0001384871,0.00642652,0.00006844831,0.0008285118,0.00007637743,0.009419031],"category_scores_gemma":[0.000515807,0.0002500989,0.000158035,0.0006101508,0.00009833519,0.0004093158,0.001068074,0.00272748,0.001025635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630447,"about_ca_system_score_gemma":0.001204944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087814,"about_ca_topic_score_gemma":0.0002394328,"domain_scores_codex":[0.9887693,0.0079471,0.0009785268,0.000568808,0.0008371257,0.0008991421],"domain_scores_gemma":[0.9959363,0.001742852,0.0006922667,0.0008985007,0.0004544542,0.0002756452],"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":[0.001133552,0.0007125137,0.02511446,0.001728707,0.0004152933,0.0001374904,0.1916348,0.0001255059,0.002354879,0.002344711,0.4910276,0.2832704],"study_design_scores_gemma":[0.001315747,0.00006430007,0.0009428898,0.00008659801,0.0001006244,0.0000268434,0.09277673,0.0001524873,0.0001545279,0.0002549625,0.9038181,0.0003061313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5169666,0.008929234,0.0003404177,0.381833,0.02178302,0.01293962,0.002086937,0.001056158,0.05406494],"genre_scores_gemma":[0.9658775,0.0003404523,0.0005607069,0.0263887,0.001444844,0.001957838,0.0003953708,0.00009290858,0.00294165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4489109,"threshold_uncertainty_score":0.9999951,"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."}}