{"id":"W7117707162","doi":"10.1177/26884844251405060","title":"Community Support Network Rehabilitation Intervention Improves Cognitive Functions in Women Who Experienced Intimate Partner Violence-Caused Brain Injury: A Preliminary Study","year":2025,"lang":"en","type":"article","venue":"Women s Health Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Women and Gender Equality Canada; Canadian Institutes of Health Research","keywords":"Cognition; Domestic violence; Intervention (counseling); Psychological intervention; Social support; Quality of life (healthcare); Cognitive rehabilitation therapy; Rehabilitation; Acquired brain injury","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01087505,0.000293447,0.0008700276,0.0006153177,0.000504121,0.00005939059,0.000141929,0.0001412066,0.0002900132],"category_scores_gemma":[0.002906364,0.0002855312,0.0000980906,0.001516568,0.0002400298,0.0002877061,0.0002663651,0.001033842,0.00001401151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859242,"about_ca_system_score_gemma":0.001139995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007888757,"about_ca_topic_score_gemma":0.0002461173,"domain_scores_codex":[0.9937185,0.002009534,0.001919519,0.0006357172,0.000600773,0.001115923],"domain_scores_gemma":[0.996725,0.001021147,0.0005669198,0.0009558147,0.0003311633,0.0003999198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01110851,0.009553351,0.4395021,0.00323345,0.0004222856,0.0002524668,0.2766437,0.00001792628,0.0001314869,0.00005522217,0.01328503,0.2457944],"study_design_scores_gemma":[0.002646485,0.01757918,0.7676925,0.002460395,0.0000210098,0.00003193475,0.2066693,0.0001628695,0.00001893468,0.001831692,0.0006899821,0.0001956838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903971,0.00006267368,0.0002153447,0.002477275,0.0004665778,0.005435411,0.000011165,0.0001709885,0.0007634875],"genre_scores_gemma":[0.9893566,0.000008431805,0.0001645053,0.001500247,0.00005328345,0.007005679,0.00008511792,0.00003510302,0.00179103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3281904,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281306157780769,"score_gpt":0.4183235425207135,"score_spread":0.3755104809429058,"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."}}