{"id":"W2295320372","doi":"","title":"Concordance with a STOPP (Screening Tool of Older Persons' Potentially Inappropriate Prescriptions) Criterion in Nova Scotia, Canada: Benzodiazepine and Zoplicone Prescription Claims by Older Adults with Fall-related Hospitalizaions.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Concordance; Medical prescription; Nova scotia; Population; Zopiclone; Demography; Emergency medicine; Family medicine; Pediatrics; Gerontology; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200386,0.0002725691,0.0004051211,0.001397797,0.001215083,0.0009659229,0.0008729238,0.0004670882,0.001490145],"category_scores_gemma":[0.006641956,0.0003348802,0.0004137103,0.002326458,0.0004768533,0.0002774603,0.001248229,0.0005065406,0.0002579523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009120464,"about_ca_system_score_gemma":0.01302739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9660178,"about_ca_topic_score_gemma":0.9752253,"domain_scores_codex":[0.9986712,0.000139236,0.0001877447,0.0001798564,0.0005271368,0.0002948117],"domain_scores_gemma":[0.9950029,0.0005048561,0.001794102,0.0001335875,0.001788415,0.0007760267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005918563,0.00001494181,0.997889,0.00002803148,0.00001734514,0.00008159022,0.0002573718,0.00004474358,0.00008944309,0.00001152306,0.000311397,0.001195442],"study_design_scores_gemma":[0.000002966951,0.00001475632,0.9994234,0.00001735956,0.000005442957,0.00004037819,0.0002349459,0.0001438028,0.00002333432,0.000002636655,0.00008907995,0.000001995577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953836,0.0002242652,0.00007614362,0.000152488,0.000007395477,0.00006850806,0.002901904,0.000005439059,0.001180272],"genre_scores_gemma":[0.9979426,0.0001230065,0.0001429448,0.00006207597,0.000003646491,0.00002579782,0.001342896,0.000002441991,0.0003544624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03398216,"threshold_uncertainty_score":0.0683645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006141964576860704,"score_gpt":0.1950326157682004,"score_spread":0.1888906511913397,"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."}}