{"id":"W4414886451","doi":"10.1177/08862605251378991","title":"‘It Broke Him and Us’: Examining the Extent and Impact of Aggression Towards Family/Caregivers in Childhood and Adolescence During the COVID-19 Pandemic in Canada Based on Insights from Adoptive and Customary Caregivers","year":2025,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ottawa Community Foundation","keywords":"Thematic analysis; Aggression; Pandemic; Suicide prevention; Injury prevention; Human factors and ergonomics; Poison control; Occupational safety and health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002062034,0.0001813675,0.0003002765,0.0002016115,0.00009228287,0.00002331146,0.0001891498,0.00006618293,0.00001236555],"category_scores_gemma":[0.00009817557,0.0001060601,0.00004549661,0.000153216,0.0002219117,0.0001004248,0.00007912378,0.0005448906,7.19821e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004267994,"about_ca_system_score_gemma":0.0005684447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2201921,"about_ca_topic_score_gemma":0.1001433,"domain_scores_codex":[0.9988143,0.0002172996,0.0003237842,0.0002553314,0.0002176734,0.0001715705],"domain_scores_gemma":[0.9988796,0.0005706424,0.0002598985,0.0001300645,0.00004190822,0.0001179055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246967,0.00005127898,0.9556791,0.00003678454,0.00008847113,0.0002405064,0.02033338,0.0001911529,0.0004734549,0.000004429336,0.00008219636,0.02157232],"study_design_scores_gemma":[0.002415209,0.0002086084,0.9627592,0.005553894,0.00002991323,0.000100795,0.02846242,0.0002927734,0.00004315779,0.00002540959,0.000009063558,0.0000995756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915705,0.007634701,0.00001549581,0.0003714982,0.000127881,0.0001474076,0.00003217225,0.000002297206,0.00009799242],"genre_scores_gemma":[0.9962319,0.002765738,0.00001094201,0.000956104,0.00002328472,0.000002376932,6.11623e-7,0.000006183565,0.000002922768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200488,"threshold_uncertainty_score":0.9162768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632907437591376,"score_gpt":0.2786340854366315,"score_spread":0.2623050110607177,"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."}}