{"id":"W4417104494","doi":"10.1016/j.comppsych.2025.152650","title":"Evaluation of a residential group therapy program for Canadian first responders","year":2025,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"Movember Canada; University of British Columbia; University of Canberra; VGH and UBC Hospital Foundation","keywords":"Randomized controlled trial; Group psychotherapy; Mental health; MEDLINE; Program evaluation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001623678,0.0005428189,0.000442146,0.0006144521,0.003400361,0.0005488006,0.002152011,0.000805287,0.007089316],"category_scores_gemma":[0.003195006,0.0003211547,0.0005699082,0.0007108255,0.0005879483,0.0002443101,0.001042689,0.0008733569,0.0004655644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01113259,"about_ca_system_score_gemma":0.03479397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6181424,"about_ca_topic_score_gemma":0.7900722,"domain_scores_codex":[0.9987966,0.0003907616,0.00003711437,0.0001034606,0.000247031,0.0004250151],"domain_scores_gemma":[0.9972394,0.000206362,0.0001553643,0.00009378108,0.0006013387,0.001703765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03417039,0.1045363,0.07245529,0.001902289,0.0003360335,0.001742205,0.01698985,0.002419822,0.0077118,0.0005059312,0.01854953,0.7386805],"study_design_scores_gemma":[0.04442167,0.1542656,0.7181895,0.0009714447,0.0008441342,0.0009618335,0.0277241,0.005400141,0.005634408,0.0003826172,0.0409698,0.0002348366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928811,0.0002800604,0.0003227114,0.0005936562,0.0000606613,0.002565408,0.0003391749,0.00008798275,0.002869146],"genre_scores_gemma":[0.9847065,0.0007039175,0.005021065,0.0004464225,0.00005520405,0.003680888,0.0007820551,0.00001749505,0.004586512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3818576,"threshold_uncertainty_score":0.7682128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140861194922988,"score_gpt":0.4433157639875026,"score_spread":0.3292296444952037,"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."}}