{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001613853,0.0001599502,0.0002191446,0.00002874313,0.0002115236,0.00007118061,0.0001359725,0.0000412042,0.001549057],"category_scores_gemma":[0.0001921167,0.000106711,0.0001938327,0.0002308663,0.00007503536,0.0001258235,0.0001267868,0.0004564541,0.0004224046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006756679,"about_ca_system_score_gemma":0.0001048531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001441016,"about_ca_topic_score_gemma":0.000004290511,"domain_scores_codex":[0.9987053,0.0001348881,0.0002267564,0.0002604514,0.0003689044,0.0003037121],"domain_scores_gemma":[0.9988822,0.0002606121,0.00006319676,0.0003936664,0.0001943888,0.0002059558],"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":[0.004942188,0.001498211,0.2277891,0.0031836,0.002366064,0.00940997,0.04423819,0.0001677985,0.2485203,0.002041693,0.1549263,0.3009166],"study_design_scores_gemma":[0.003695994,0.00006050416,0.00114067,0.00009762492,0.001093921,0.0008921731,0.007409052,0.001005693,0.08398569,0.00003405696,0.9003004,0.0002841663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7881768,0.01250565,0.0001362445,0.02826865,0.002526082,0.0008453832,0.00008331562,0.000232688,0.1672252],"genre_scores_gemma":[0.9860276,0.0003941072,0.0001903068,0.01064281,0.0004378735,0.00001171857,0.00004936461,0.00002731213,0.002218905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7453741,"threshold_uncertainty_score":0.9993637,"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."}}