{"id":"W2210536351","doi":"10.1007/s10896-015-9779-6","title":"You’re Not Alone: Mental Health Outcomes in Therapy Groups for Abused Women","year":2015,"lang":"en","type":"article","venue":"Journal of Family Violence","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Depression (economics); Group psychotherapy; Domestic violence; Family therapy; Clinical psychology; Psychiatry; Psychology; Narrative therapy; Medicine; Suicide prevention; Poison control; Narrative","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.004034358,0.0001878506,0.00056109,0.0002054833,0.0002569156,0.00008349918,0.0006288154,0.0001022125,0.0000142784],"category_scores_gemma":[0.0002047601,0.0001523328,0.0001545024,0.0003003693,0.000201216,0.0005263207,0.0000327046,0.0002676599,0.00001525801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006963944,"about_ca_system_score_gemma":0.0008726977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006652126,"about_ca_topic_score_gemma":0.00005794143,"domain_scores_codex":[0.9972306,0.0002740829,0.0007569428,0.000210357,0.0008294035,0.0006985546],"domain_scores_gemma":[0.9984136,0.0001624918,0.0005212919,0.0001673754,0.0003160857,0.0004191926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004766928,0.002537353,0.4011466,0.0001227856,0.0002799023,0.00009641932,0.3614004,0.0003278165,0.003756867,0.02004994,0.02467346,0.1808415],"study_design_scores_gemma":[0.01577718,0.004016174,0.6597894,0.00140128,0.00001680581,0.00001980554,0.2492106,0.0004088497,0.000563064,0.01338271,0.05428534,0.001128782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926808,0.001628123,0.0004750007,0.001184705,0.001475527,0.0005300171,0.00002854922,0.00002566057,0.001971606],"genre_scores_gemma":[0.989279,0.005544807,0.0009799554,0.003796032,0.0002597828,0.00002577289,0.000001754846,0.00001730267,0.00009555653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586428,"threshold_uncertainty_score":0.621195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08900573858411807,"score_gpt":0.3874324941595751,"score_spread":0.2984267555754571,"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."}}