{"id":"W4411655424","doi":"10.1007/s40266-025-01213-5","title":"Correction: Prescribing Cascades with Recommendations to Prevent or Reverse Them: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Drugs & Aging","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Drug Policy Research Network; Trillium Health Centre","funders":"","keywords":"Medicine; Systematic review; Pharmacotherapy; Intensive care medicine; MEDLINE; Medical physics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002460154,0.0004968647,0.002455248,0.0003779285,0.001239675,0.00003666105,0.0004053934,0.0002569926,0.0004753981],"category_scores_gemma":[0.002154555,0.0003249201,0.0002319455,0.001607249,0.00001686358,0.0001581131,0.0001086988,0.001440458,0.0007349445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460391,"about_ca_system_score_gemma":0.004090596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003531775,"about_ca_topic_score_gemma":0.0001303566,"domain_scores_codex":[0.9938225,0.002645699,0.001838028,0.0006533937,0.0003377004,0.0007027102],"domain_scores_gemma":[0.9940325,0.003161163,0.001201138,0.0009658131,0.0002941619,0.0003452177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005316476,0.00003446719,0.000001181707,0.6346187,0.00004741451,0.000001276658,0.002074123,8.169381e-8,1.958848e-9,0.0000139045,0.2962421,0.06696141],"study_design_scores_gemma":[0.00005255418,0.0000167392,3.33968e-7,0.5356294,0.001538323,0.00002002741,0.001067549,0.000001184386,3.252932e-8,0.000003554117,0.4614932,0.000177132],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.029631e-7,0.9696564,0.0001237517,0.005781832,0.00632854,0.01277618,0.00003302086,0.0002261433,0.005073739],"genre_scores_gemma":[9.229874e-7,0.9257813,0.0007901135,0.004245614,0.000468267,0.007481449,0.0002113176,0.00006861026,0.06095241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.165251,"threshold_uncertainty_score":0.9999203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237682511162563,"score_gpt":0.4909478592222192,"score_spread":0.3671796081059629,"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."}}