{"id":"W3042387466","doi":"10.1177/1533317520939781","title":"Differential Association of Aggression With Sadness for People With Moderate and Severe Dementia","year":2020,"lang":"en","type":"article","venue":"American Journal of Alzheimer s Disease & Other Dementias®","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Killam Trusts; University of Alberta","keywords":"Sadness; Aggression; Dementia; Odds; Odds ratio; Psychology; Clinical psychology; Psychiatry; Cognition; Medicine; Internal medicine; Anger; Logistic regression; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008318956,0.0001694547,0.0002669272,0.0007550425,0.0003453782,0.0005000074,0.0001902855,0.0003321603,0.001024756],"category_scores_gemma":[0.004237925,0.0001964003,0.000537809,0.0004431192,0.000252598,0.0004193908,0.000581803,0.0005525242,0.0001203938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710477,"about_ca_system_score_gemma":0.0001763052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004210559,"about_ca_topic_score_gemma":0.01167106,"domain_scores_codex":[0.9993504,0.0002457291,0.000112908,0.00008974466,0.0001285315,0.00007266005],"domain_scores_gemma":[0.99754,0.0003894142,0.001549701,0.0001048025,0.0001887291,0.0002274099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003704117,0.00001290521,0.9988306,0.000008958596,0.00003624416,0.00002382206,0.0001054515,0.000005100239,0.00003874074,0.000008413133,0.00003602949,0.000856544],"study_design_scores_gemma":[0.000001474313,0.0000366587,0.9995413,0.000006516571,0.00001007921,0.000145671,0.0001722593,0.00002400191,0.000009429496,0.00001059663,0.00004011235,0.000001929257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991428,0.0003102799,0.00003310621,0.00005529795,0.000006831397,0.000004203191,0.0001172776,0.000001094541,0.0003290566],"genre_scores_gemma":[0.9995895,0.0001409319,0.000041651,0.00002485988,0.000009127167,0.000003030089,0.0001209615,4.149843e-7,0.00006952631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004210559,"threshold_uncertainty_score":0.008372128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319604897983041,"score_gpt":0.2741170933062061,"score_spread":0.2609210443263757,"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."}}