{"id":"W4312104748","doi":"10.1093/geroni/igac059.109","title":"PREVALENCE AND PREDICTORS OF INCREASED VERBAL/PHYSICAL CONFLICT DURING COVID-19: CLSA FINDINGS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental health; Anxiety; Verbal abuse; Marital status; Logistic regression; Ethnic group; Social support; Gerontology; Psychology; Medicine; Physical abuse; Depression (economics); Cohort; Sexual abuse; Demography; Clinical psychology; Psychiatry; Poison control; Suicide prevention; Environmental health; Population","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":[0.0005969398,0.0002992811,0.0002573909,0.001278969,0.001354213,0.0008697768,0.0008924017,0.0004310139,0.001482522],"category_scores_gemma":[0.0021854,0.000242432,0.0003804151,0.00173444,0.000408283,0.0003105788,0.001267731,0.0007606568,0.0001492382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772996,"about_ca_system_score_gemma":0.002725514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6890306,"about_ca_topic_score_gemma":0.741393,"domain_scores_codex":[0.9994286,0.00007247948,0.00005797579,0.00008464423,0.0001312444,0.0002249231],"domain_scores_gemma":[0.9983966,0.00007746771,0.0006140412,0.00006328244,0.0004963262,0.0003523001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001107105,0.000007466655,0.9991152,0.000007371906,0.00000973618,0.00002060784,0.000167189,0.000009265783,0.00002494045,0.000005029606,0.0001617527,0.0004603792],"study_design_scores_gemma":[6.011354e-7,0.000009076125,0.9984087,0.00001206904,0.000003616339,0.00003815339,0.001345066,0.00003671924,0.0000101792,0.000003821597,0.0001293669,0.000002583234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953849,0.0002550811,0.00004235479,0.0001031217,0.000009578488,0.00003299548,0.003182131,0.000003466969,0.000986358],"genre_scores_gemma":[0.9982187,0.0001232808,0.00004792337,0.0000345435,0.000005777154,0.00001564883,0.001414141,0.000001374113,0.0001385347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6890306,"threshold_uncertainty_score":0.6256014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491526634014076,"score_gpt":0.3227682487633702,"score_spread":0.2978529824232295,"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."}}