{"id":"W2982101941","doi":"10.4212/cjhp.v72i4.2914","title":"Medication Use by Alternate Level of Care Patients: A Descriptive Analysis","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Audit; Regimen; Beers Criteria; Health care; Emergency medicine; Population; Intensive care medicine; Polypharmacy; Internal medicine","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":[0.0009616503,0.0001449927,0.0003015418,0.001971686,0.0003256025,0.0007642945,0.0002784286,0.0002329667,0.00211943],"category_scores_gemma":[0.002844077,0.0001919067,0.0004295578,0.002296258,0.0002562225,0.0006964762,0.0007188664,0.0003476753,0.0002202766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000519926,"about_ca_system_score_gemma":0.0005379741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003777597,"about_ca_topic_score_gemma":0.004346903,"domain_scores_codex":[0.9988505,0.0001665255,0.0002875848,0.0001396184,0.0004062354,0.0001495898],"domain_scores_gemma":[0.9965284,0.0007497578,0.001966082,0.0001035617,0.000389226,0.000263055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000518336,0.00003981822,0.9987589,0.00000942084,0.00001836889,0.00003435244,0.00008054027,0.00001587513,0.00004145751,0.000007654094,0.0001130273,0.0008288525],"study_design_scores_gemma":[0.000006120439,0.00009106084,0.9986744,0.000009028711,0.00001178655,0.0001556379,0.0005920451,0.0002070483,0.00004859589,0.000008710786,0.0001915797,0.000004048543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985725,0.00008485156,0.00005344987,0.00003175065,0.00000203206,0.00002436806,0.0009073793,0.000003176481,0.0003205103],"genre_scores_gemma":[0.9989374,0.00006965896,0.0001041419,0.00003412662,0.00000478405,0.00003179207,0.0007251368,0.000001607638,0.00009136408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003777597,"threshold_uncertainty_score":0.007511199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128588077139406,"score_gpt":0.370604943619904,"score_spread":0.242016866480498,"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."}}