{"id":"W4407799938","doi":"10.1097/jom.0000000000003352","title":"The Effect of Ketamine-Assisted Group Therapy on Treatment-Resistant Mental Health Conditions in Firefighters","year":2025,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of British Columbia","funders":"","keywords":"Observational study; Ketamine; Medicine; Mental health; Series (stratigraphy); Prospective cohort study; Physical therapy; Psychiatry; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004309942,0.0001912988,0.0002220576,0.0002387704,0.0005323315,0.0001646924,0.0003023219,0.0002613286,0.001068749],"category_scores_gemma":[0.001251778,0.00006603048,0.0002484524,0.0001089358,0.0002101001,0.0001425661,0.0004327635,0.0002004239,0.0001120952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265794,"about_ca_system_score_gemma":0.000459446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000859511,"about_ca_topic_score_gemma":0.002556598,"domain_scores_codex":[0.9996679,0.0001755872,0.00002218749,0.00003090595,0.00003306208,0.00007040278],"domain_scores_gemma":[0.9996418,0.0000822507,0.00009689653,0.00002912418,0.00002902383,0.00012093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02546643,0.04636372,0.2317586,0.001200651,0.0004125029,0.00297464,0.007268642,0.001290249,0.02835204,0.0002757636,0.001681517,0.6529553],"study_design_scores_gemma":[0.002175885,0.1372913,0.8412223,0.000227253,0.0002469374,0.003226937,0.006802577,0.001025846,0.004249399,0.0001527216,0.00334889,0.00002989064],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993883,0.0001474651,0.00004453707,0.00002877834,0.000005290131,0.00004944349,0.000007934947,0.000002341767,0.0003259],"genre_scores_gemma":[0.9993166,0.0001837339,0.0002801164,0.00001890002,0.000008130534,0.00004809363,0.00002224207,5.380414e-7,0.0001217817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001068749,"threshold_uncertainty_score":0.003575265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404472065995712,"score_gpt":0.3633909334717411,"score_spread":0.339346212811784,"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."}}