{"id":"W3015788786","doi":"10.1177/0706743720909293","title":"Resident-Level Predictors of Dementia Pharmacotherapy at Long-Term Care Admission: The Impact of Different Drug Reimbursement Policies in Ontario and Saskatchewan: Prédicteurs de la pharmacothérapie de la démence au niveau des résidents lors de l’hospitalisation dans des soins de longue durée : l’impact de différentes politiques de remboursement des médicaments en Ontario et en Saskatchewan","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo; Sunnybrook Health Science Centre; Saskatchewan Health Quality Council; Women's College Hospital; University of Toronto; University of Calgary; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Pharmacotherapy; Dementia; Medicine; Reimbursement; Rivastigmine; Donepezil; Gerontology; Long-term care; Psychiatry; Logistic regression; Health care; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009938759,0.0004170287,0.0003938216,0.0009289406,0.001433987,0.001121788,0.001130889,0.0004829308,0.001887383],"category_scores_gemma":[0.003351482,0.0003722065,0.001031023,0.002545028,0.0008104333,0.0004632514,0.001417,0.0006495226,0.0001913393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01819424,"about_ca_system_score_gemma":0.02254448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785507,"about_ca_topic_score_gemma":0.9892499,"domain_scores_codex":[0.9988145,0.0001904511,0.0001119513,0.0001774913,0.0002328884,0.0004727516],"domain_scores_gemma":[0.9956967,0.0004417388,0.001351846,0.0001777557,0.001049092,0.001282991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005069668,0.00001316096,0.998288,0.00001049339,0.00007027812,0.00002812896,0.0002039663,0.0001223835,0.00006891823,0.00002318811,0.0002764696,0.0008443184],"study_design_scores_gemma":[0.000003803483,0.00001217203,0.9989324,0.00001425053,0.00001560017,0.00001378434,0.0005879189,0.0002461681,0.00002130231,0.000007683027,0.000140995,0.000003849404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967692,0.0002454088,0.0000945529,0.0002760421,0.00001087707,0.0000171955,0.001950187,0.000004868706,0.0006316191],"genre_scores_gemma":[0.9985813,0.0001249155,0.00007502172,0.00005036825,0.000004374578,0.00001170302,0.000798751,0.000002529039,0.0003510915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144933,"threshold_uncertainty_score":0.1320091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889910850698433,"score_gpt":0.3407094286575969,"score_spread":0.3218103201506126,"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."}}