{"id":"W3135208884","doi":"10.4140/tcp.n.2021.127","title":"Deprescribing - Just Do It","year":2021,"lang":"en","type":"article","venue":"The Senior Care Pharmacist","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Deprescribing; Polypharmacy; Medicine; Health care; Medical emergency; Internet privacy; Computer science; Political science; Intensive care medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003637454,0.0003673293,0.0004503956,0.0004651445,0.001385849,0.003075758,0.0006273435,0.003911656,0.08927191],"category_scores_gemma":[0.02471393,0.0003012251,0.0006104547,0.0007054238,0.001809192,0.004427216,0.001738642,0.006420317,0.0408301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008492865,"about_ca_system_score_gemma":0.002987958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720835,"about_ca_topic_score_gemma":0.007377504,"domain_scores_codex":[0.9958733,0.00130413,0.0005106588,0.0004122228,0.001535417,0.0003643647],"domain_scores_gemma":[0.9859238,0.004175979,0.0015909,0.002196128,0.003559239,0.002554068],"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":[0.00004821277,0.0001243502,0.000972654,0.0003063947,0.00001834278,0.00007738575,0.0002701438,0.00001554847,0.0002628358,0.01436118,0.8832011,0.1003418],"study_design_scores_gemma":[0.00003921675,0.00005402552,0.001630879,0.0003032131,0.000009659105,0.0002417029,0.0001555001,0.00003234856,0.000192249,0.002333242,0.9949922,0.0000156717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004021581,0.02101799,0.001730698,0.440381,0.04927335,0.0002324807,0.001969764,0.0007284906,0.4806446],"genre_scores_gemma":[0.04585942,0.02181284,0.003410222,0.690735,0.02572092,0.0002482152,0.001517557,0.0003413425,0.2103545],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08927191,"threshold_uncertainty_score":0.2986442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060894416005195,"score_gpt":0.4409832471680101,"score_spread":0.2348938055674906,"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."}}