{"id":"W3087405620","doi":"","title":"[RATIONAL DE-PRESCRIBING TO TREAT POLYPHARMACY - COUNTERING THE FIRST IATROGENIC EPIDEMIC].","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Micropharma (Canada)","funders":"","keywords":"Polypharmacy; Medicine; Guideline; Pandemic; Geriatrics; Family medicine; Psychiatry; Intensive care medicine; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":[0.002946571,0.0006685724,0.0004696814,0.0009115965,0.00156529,0.003030353,0.00162773,0.006417857,0.02295895],"category_scores_gemma":[0.01611998,0.0003027066,0.0009242521,0.0009464145,0.003277058,0.002749044,0.002314301,0.007727392,0.006690765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554572,"about_ca_system_score_gemma":0.008729409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009422856,"about_ca_topic_score_gemma":0.01660904,"domain_scores_codex":[0.9974633,0.001193108,0.0002070266,0.0002269134,0.0007397922,0.0001698176],"domain_scores_gemma":[0.9956577,0.001855203,0.0006322176,0.0002387738,0.001081302,0.0005347854],"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":[0.00004542513,0.00008973443,0.0005021551,0.001095585,0.00003918536,0.0002660755,0.0009337892,0.0002290103,0.000124264,0.07607014,0.6718166,0.2487881],"study_design_scores_gemma":[0.0001111923,0.0001040534,0.001436889,0.002761528,0.00005271109,0.0007540049,0.0004223301,0.0006366646,0.0001320374,0.05212954,0.9414226,0.00003650118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002492885,0.1166637,0.01060967,0.6335083,0.03008413,0.0005752034,0.000577896,0.0008698086,0.2046185],"genre_scores_gemma":[0.07086845,0.1626037,0.02936315,0.5243813,0.02167183,0.001940473,0.0008650216,0.0005523442,0.1877536],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02295895,"threshold_uncertainty_score":0.07680541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4538338515952652,"score_gpt":0.3907605110814066,"score_spread":0.0630733405138586,"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."}}