{"id":"W4413131478","doi":"10.3138/jmvfh-2023-0093","title":"Evaluation of rTMS for treatment-resistant PTSD and depression in active/retired Canadian Armed Forces and RCMP patients","year":2025,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Running Injury Clinic; University of Calgary","funders":"","keywords":"Depression (economics); Transcranial magnetic stimulation; Blinding; Treatment-resistant depression; Patient Health Questionnaire; Population; Medicine; Major depressive disorder; Randomized controlled trial; Psychology; Repeated measures design; Psychiatry; Physical therapy; Depressive symptoms; Internal medicine; Cognition; Stimulation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006307344,0.0002378724,0.0003281025,0.0003462741,0.001052283,0.0003740312,0.0005294075,0.0002535743,0.001923638],"category_scores_gemma":[0.001746507,0.0001232293,0.0002579771,0.0004573325,0.0002742399,0.0001589839,0.0002385565,0.0003060134,0.0001924208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003534645,"about_ca_system_score_gemma":0.004107114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2970953,"about_ca_topic_score_gemma":0.4674148,"domain_scores_codex":[0.9996775,0.00006471277,0.00002280675,0.00003535601,0.0001027749,0.00009689962],"domain_scores_gemma":[0.9993362,0.00006634057,0.0001952642,0.00001848998,0.0002072152,0.0001765733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0018357,0.0006137228,0.9484161,0.0002162401,0.00009637546,0.0005688748,0.002048011,0.0001318695,0.002177176,0.00005478247,0.001248945,0.04259224],"study_design_scores_gemma":[0.00007587444,0.0008955378,0.9968905,0.00002193594,0.00003562232,0.0003522425,0.000718724,0.0001266687,0.0001674342,0.000008544319,0.0006994821,0.000007515423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998358,0.0003494803,0.00002935662,0.00008485065,0.000003768672,0.0001047395,0.0001981981,0.000003421119,0.0008682059],"genre_scores_gemma":[0.9988305,0.0002525669,0.0001974307,0.00006897442,0.000008056758,0.00006395696,0.0002934578,0.000001092735,0.0002838367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7029047,"threshold_uncertainty_score":0.5907321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07254380474398973,"score_gpt":0.3522788810734039,"score_spread":0.2797350763294142,"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."}}