{"id":"W4407504705","doi":"10.1037/trm0000540","title":"The Vicarious Resilience Scale: Confirmatory factor analysis with a national sample of victim service providers.","year":2025,"lang":"en","type":"article","venue":"Traumatology An International Journal","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Confirmatory factor analysis; Resilience (materials science); Scale (ratio); Sample (material); Service (business); Service provider; Psychology; Business; Geography; Marketing; Cartography; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003152176,0.000316567,0.0003941536,0.0007588204,0.001206182,0.0004630218,0.0005398142,0.00026467,0.001439515],"category_scores_gemma":[0.01043314,0.0004022237,0.0004664579,0.0008459706,0.0003852979,0.0006203398,0.001379533,0.001140138,0.0002797614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006109081,"about_ca_system_score_gemma":0.001865817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244114,"about_ca_topic_score_gemma":0.02693043,"domain_scores_codex":[0.9991677,0.0003558599,0.00009499308,0.00006749496,0.0002229502,0.0000909747],"domain_scores_gemma":[0.9978673,0.0004730864,0.0004048344,0.0001990557,0.0007954769,0.0002602116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001888816,0.0008008622,0.9742158,0.00004810792,0.00009710452,0.0001266356,0.007319974,0.000148585,0.0008040721,0.0001989615,0.001567273,0.0144837],"study_design_scores_gemma":[0.00005700702,0.0003036148,0.9880046,0.00005473008,0.00005990658,0.0002721939,0.009139483,0.0006352398,0.0003104593,0.0001809019,0.0009679244,0.00001387604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988236,0.00003490233,0.000301555,0.0001202823,0.000007430298,0.0001350437,0.0002054068,0.000004570703,0.0003671546],"genre_scores_gemma":[0.9971939,0.00006609768,0.001405027,0.00005336616,0.000004786968,0.0002781659,0.0006874333,0.000008255953,0.0003029948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244114,"threshold_uncertainty_score":0.02473742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106662849624156,"score_gpt":0.4007454006499286,"score_spread":0.3796787721536871,"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."}}