{"id":"W1902772233","doi":"","title":"Variation in benzodiazepine and antipsychotic use in people aged 65 years and over in New Zealand.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antipsychotic; Dementia; Psychological intervention; Benzodiazepine; Quarter (Canadian coin); Medical prescription; Psychiatry; Health care; Gerontology; Demography; Schizophrenia (object-oriented programming); Disease; Internal medicine; Nursing","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":[0.0007764132,0.0002177806,0.0002900015,0.001132432,0.0003731309,0.0004462077,0.0003725688,0.0002541007,0.00110984],"category_scores_gemma":[0.002742753,0.0002052406,0.0005689171,0.001794052,0.0003598232,0.000416478,0.0005444641,0.0003447035,0.0001701683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001652083,"about_ca_system_score_gemma":0.001004697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.516409,"about_ca_topic_score_gemma":0.5441576,"domain_scores_codex":[0.9993334,0.00009139664,0.0001433774,0.0001432627,0.0002056611,0.00008287719],"domain_scores_gemma":[0.9985045,0.00009763474,0.0009572573,0.00005461364,0.0002169944,0.0001690021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004432488,0.000009959889,0.9956934,0.00006089976,0.00007930715,0.00005740032,0.0004375939,0.00003711352,0.0002159582,0.00001771292,0.0002018296,0.003144573],"study_design_scores_gemma":[0.000001134206,0.00001080982,0.9997293,0.000003930676,0.00000515283,0.00002970534,0.00009231498,0.00001780629,0.000005557068,0.00000258407,0.0001004493,0.000001178343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956488,0.0007772517,0.00009279686,0.0001471459,0.000008719566,0.00002713404,0.002608755,0.000005196185,0.0006843061],"genre_scores_gemma":[0.9979918,0.0004134577,0.0001665609,0.00003279597,0.000004856719,0.0000193893,0.001121513,0.000001586795,0.0002480492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.516409,"threshold_uncertainty_score":0.972878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829677449533458,"score_gpt":0.262942164324809,"score_spread":0.2446453898294744,"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."}}