{"id":"W4388231555","doi":"10.3390/curroncol30110704","title":"Deprescribing: A Prime Opportunity to Optimize Care of Cancer Patients","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Deprescribing; Polypharmacy; Medicine; Intensive care medicine; Adverse effect; Adverse drug event; Life expectancy; Quality of life (healthcare); Health care; Medical prescription; Drug; Medical emergency; Nursing; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003195008,0.0002322564,0.0003857224,0.0004404446,0.001233408,0.002178482,0.000529771,0.0008897015,0.005553473],"category_scores_gemma":[0.01186092,0.0001628642,0.0004627593,0.0005568519,0.0006547066,0.002373038,0.002755841,0.002526047,0.001431569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019229,"about_ca_system_score_gemma":0.002763237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008767374,"about_ca_topic_score_gemma":0.002440821,"domain_scores_codex":[0.9978326,0.001214967,0.000174812,0.0001356435,0.0004839819,0.0001578971],"domain_scores_gemma":[0.9932784,0.001619647,0.001519187,0.0004846529,0.0005504358,0.00254758],"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":[0.0001339606,0.0007464128,0.03428207,0.00102049,0.00008415848,0.0005903047,0.005959052,0.000206752,0.001362056,0.006942344,0.06571596,0.8829565],"study_design_scores_gemma":[0.0001694039,0.001343941,0.1198628,0.003441531,0.0002023856,0.003756827,0.01164005,0.0009415498,0.002352845,0.02579172,0.8303441,0.0001528465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2946094,0.06140318,0.03219231,0.4311051,0.003323173,0.0006295409,0.001093895,0.00120553,0.1744379],"genre_scores_gemma":[0.7579516,0.06580297,0.0806273,0.06622904,0.007303358,0.0004979103,0.001257766,0.0004041221,0.01992587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005553473,"threshold_uncertainty_score":0.01857823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4452353609246362,"score_gpt":0.5436811288053122,"score_spread":0.09844576788067594,"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."}}