{"id":"W7117260917","doi":"10.1002/alz70858_098409","title":"Treatment Patterns of Agitation associated with Alzheimer's Dementia (AAD) Patients in Canada","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; NanoQuébec (Canada)","funders":"","keywords":"Dementia; MEDLINE; Disease; Clinical trial; Alzheimer's disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005515495,0.0002528382,0.0003855864,0.002272276,0.002228261,0.001167443,0.001272985,0.0005294547,0.001426617],"category_scores_gemma":[0.003130596,0.0003123605,0.00071121,0.005135985,0.000621506,0.0003886216,0.001106294,0.0006119941,0.0001399205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02351746,"about_ca_system_score_gemma":0.02341639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804111,"about_ca_topic_score_gemma":0.989763,"domain_scores_codex":[0.998224,0.0001242765,0.0002377171,0.0002860015,0.0006457762,0.0004821691],"domain_scores_gemma":[0.9955286,0.0001793126,0.001595357,0.00009308461,0.001912634,0.0006910363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003658061,0.00001598705,0.9975682,0.00001948331,0.00002550141,0.00006100291,0.0002286799,0.00005426761,0.00007435919,0.00003283465,0.0004673492,0.001415788],"study_design_scores_gemma":[0.000005110896,0.0000182477,0.9983228,0.00002965865,0.00001364758,0.0001039986,0.0007456426,0.000262201,0.0000446632,0.00001433698,0.0004311631,0.000008530474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891305,0.0006254794,0.0001102231,0.0004027103,0.00001180312,0.0000913958,0.007670008,0.00001156543,0.001946246],"genre_scores_gemma":[0.9966809,0.0003749777,0.0001684813,0.0001163595,0.000004769735,0.00002690385,0.002277804,0.000003565763,0.0003462212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02351746,"threshold_uncertainty_score":0.1706319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810500283471259,"score_gpt":0.2788128176231889,"score_spread":0.2607078147884763,"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."}}