{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007393046,0.00005534697,0.00009655431,0.000268611,0.0004491099,0.00002010289,0.0001255188,0.00002268939,0.00008490391],"category_scores_gemma":[0.0004823937,0.00006593212,0.00001334855,0.00140782,0.0001225768,0.0001610271,0.00007881826,0.0001632768,4.846566e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157888,"about_ca_system_score_gemma":0.0001960098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270365,"about_ca_topic_score_gemma":0.00005788671,"domain_scores_codex":[0.998983,0.0001495538,0.0002256512,0.0001628453,0.00032449,0.0001544269],"domain_scores_gemma":[0.9995459,0.0001937472,0.00009879551,0.00007538969,0.00004590759,0.00004028933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000235818,0.00004277782,0.9030886,0.00009267201,0.000008155881,0.000005364769,0.07428992,0.00008118572,0.01360697,0.008469523,0.0001361455,0.0001551249],"study_design_scores_gemma":[0.002785963,0.0001561069,0.9406474,0.0003415962,0.00003429026,0.000008214128,0.01603583,0.0005459705,0.01680939,0.005251938,0.01684614,0.0005372003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99827,0.00007316695,0.00002261406,0.0006724235,0.00008381514,0.0001518468,0.000007032196,0.00004554431,0.0006736055],"genre_scores_gemma":[0.9994218,0.0000531023,0.00001406115,0.0003248163,0.00006409767,0.00002813513,0.000003937571,0.000005370582,0.0000846432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05825409,"threshold_uncertainty_score":0.3454235,"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."}}