{"id":"W4282963206","doi":"10.51731/cjht.2022.361","title":"Utilization of Cholinesterase Inhibitors for Alzheimer Disease in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Galantamine; Donepezil; Rivastigmine; Cholinesterase; Medicine; Dementia; Formulary; Disease; Gerontology; Pharmacology; Internal medicine","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":[0.001086866,0.0003134616,0.0005098096,0.003145493,0.003107333,0.00207695,0.001173634,0.0004765693,0.00341082],"category_scores_gemma":[0.00355154,0.0003753654,0.0009658512,0.008591515,0.0006642916,0.0005690278,0.001251785,0.001129817,0.0003263872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08262582,"about_ca_system_score_gemma":0.1632804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982858,"about_ca_topic_score_gemma":0.9988191,"domain_scores_codex":[0.9971546,0.000128816,0.0002236019,0.0002395186,0.001444417,0.0008091287],"domain_scores_gemma":[0.99384,0.000216804,0.0007472364,0.00007359274,0.003701744,0.001420676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002791164,0.0001507634,0.859998,0.000805816,0.0003905753,0.0005584536,0.002268263,0.0008491841,0.0004683244,0.002973576,0.05935414,0.07190386],"study_design_scores_gemma":[0.00005059206,0.00007460434,0.9656869,0.0005453669,0.0001473699,0.0002599109,0.003202685,0.001057321,0.0002410259,0.0001884924,0.02847107,0.00007470451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120303,0.02060094,0.000721616,0.01837193,0.000356526,0.0004435507,0.092158,0.0001775202,0.05513957],"genre_scores_gemma":[0.9568294,0.01382592,0.001203301,0.003351782,0.00006148132,0.0001145344,0.01586523,0.00004292759,0.008705509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08262582,"threshold_uncertainty_score":0.5994951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1989777161252761,"score_gpt":0.4031710651868434,"score_spread":0.2041933490615673,"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."}}