{"id":"W2760849105","doi":"","title":"Rewriting the script on polypharmacy.","year":2017,"lang":"en","type":"editorial","venue":"PubMed","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Medicine; Polypharmacy; Rewriting; Intensive care medicine; Programming language","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":[0.00773027,0.002260988,0.001635017,0.002436328,0.001921491,0.004467424,0.002047565,0.008139112,0.04293339],"category_scores_gemma":[0.06133052,0.0008371602,0.002225858,0.001001896,0.001809476,0.003163229,0.001905733,0.01472262,0.02429141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223731,"about_ca_system_score_gemma":0.00376541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335627,"about_ca_topic_score_gemma":0.00758661,"domain_scores_codex":[0.9939781,0.001952873,0.00132775,0.0003994801,0.001987081,0.0003546608],"domain_scores_gemma":[0.9585938,0.02328902,0.002130522,0.001174885,0.0124341,0.002377659],"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":[0.00002670683,0.000006234645,0.00001272079,0.0002008228,0.00000869,0.00006727171,0.00001935148,0.00001118724,0.00006081065,0.0002543784,0.9957736,0.003558319],"study_design_scores_gemma":[0.0000691454,0.00001917478,0.0001258897,0.0004861341,0.00002929446,0.0001268404,0.00002489427,0.00007300166,0.0001565069,0.0006464395,0.9982249,0.00001782972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006324232,0.002305425,0.0006124102,0.07012471,0.9221391,0.0000789027,0.000413546,0.0003085559,0.00395417],"genre_scores_gemma":[0.001485984,0.005552534,0.001650594,0.206076,0.7306702,0.0003172901,0.0005934584,0.0005823052,0.05307162],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04293339,"threshold_uncertainty_score":0.1436265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616041568435315,"score_gpt":0.4064967748260182,"score_spread":0.2448926179824867,"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."}}