{"id":"W4411987064","doi":"10.1007/s10896-025-00929-7","title":"Using a Critical Community-Engaged Realist Review to Inform Decisions During a Crisis: The Impact of the COVID-19 Pandemic on Intimate Partner Violence Survivors and Service Provision","year":2025,"lang":"en","type":"article","venue":"Journal of Family Violence","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Legal psychology; Quality of Life Research; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Domestic violence; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Suicide prevention; Criminology; Poison control; Political science; Medicine; Medical emergency; Public health; Social psychology; Nursing; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01521695,0.0002259105,0.0005903396,0.0002313724,0.006127741,0.00002504154,0.00102012,0.0001306098,0.00001508639],"category_scores_gemma":[0.02306391,0.0001183628,0.0001550238,0.001194087,0.0001230071,0.000175719,0.0008728062,0.005306979,0.000004816014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006795913,"about_ca_system_score_gemma":0.002755379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009642563,"about_ca_topic_score_gemma":0.001253469,"domain_scores_codex":[0.9887127,0.008600287,0.001555373,0.0001365705,0.0005288884,0.0004662417],"domain_scores_gemma":[0.9831142,0.01389801,0.0007154943,0.0009174182,0.0009016546,0.0004532425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007149471,0.001678861,0.7215431,0.04622281,0.0004609968,0.00004733522,0.1228734,0.003878587,0.005512959,0.002496715,0.02510048,0.06303535],"study_design_scores_gemma":[0.001421213,0.000392126,0.8022856,0.1459624,0.0001428239,0.00008714559,0.04184348,0.0003800658,0.00002380203,0.005789846,0.001392582,0.0002789465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832648,0.002951158,0.0006557882,0.01140802,0.0002884126,0.001195825,0.00002799658,0.00001841676,0.0001895615],"genre_scores_gemma":[0.9312034,0.01843905,0.000497147,0.04978446,0.00002534995,0.0000320402,0.00000103421,0.00001151681,0.000006054529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09973958,"threshold_uncertainty_score":0.9969878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3043724784605419,"score_gpt":0.5397889748673292,"score_spread":0.2354164964067873,"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."}}