{"id":"W2031337382","doi":"10.1017/s0714980810000115","title":"The Prevalence of Benzodiazepine Dependence among Community-Dwelling Older Adult Users in Quebec According to Typical and Atypical Criteria","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Sleep and related disorders","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Benzodiazepine; Psychiatry; Older people; Medical prescription; Medicine; Psychology; Gerontology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004500214,0.0002036325,0.0001967596,0.001173323,0.0009708095,0.0006213035,0.0005472458,0.0004315649,0.001583143],"category_scores_gemma":[0.001464192,0.0001929801,0.000234295,0.001265095,0.0004921994,0.0003369118,0.000385832,0.0003305328,0.0001222435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005804621,"about_ca_system_score_gemma":0.002834234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9503527,"about_ca_topic_score_gemma":0.9672267,"domain_scores_codex":[0.9996403,0.00004967169,0.00003666727,0.00005009001,0.0001306753,0.00009240894],"domain_scores_gemma":[0.9986145,0.0001277542,0.0003777626,0.00002935481,0.0005467806,0.0003038788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002747874,0.00002248615,0.996994,0.00001613358,0.00001742954,0.0000453375,0.0004424102,0.0000198367,0.0002017566,0.00001430537,0.0002815294,0.001917383],"study_design_scores_gemma":[0.000002155029,0.00001660753,0.999253,0.000007945041,0.000004336133,0.00004658849,0.0004897208,0.00007533195,0.00001552049,0.000002522571,0.00008403189,0.000002308417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984329,0.0002280071,0.00003855216,0.00008924425,0.000003318496,0.00001852118,0.0006293662,0.000003623373,0.0005562911],"genre_scores_gemma":[0.999341,0.0001126091,0.00004695883,0.00003311411,0.000002175809,0.00000708183,0.0002846493,6.850757e-7,0.0001718097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04964733,"threshold_uncertainty_score":0.09987938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063490603331378,"score_gpt":0.2582411740823958,"score_spread":0.2476062680490821,"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."}}