{"id":"W3178555782","doi":"10.3138/jmvfh-2021-0012","title":"Gender-related differences in mental health of Canadian Armed Forces members during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Pandemic; Anxiety; Psychology; Depression (economics); Psychiatry; Coronavirus disease 2019 (COVID-19); Affect (linguistics); Medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001029683,0.0003455431,0.0003083475,0.001387446,0.004665731,0.001759589,0.0009075839,0.0004925297,0.00395022],"category_scores_gemma":[0.003295157,0.0002338565,0.0005017493,0.001755508,0.001002148,0.0005486776,0.001320022,0.0009896816,0.0003135898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01648018,"about_ca_system_score_gemma":0.01709882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9795195,"about_ca_topic_score_gemma":0.9911467,"domain_scores_codex":[0.9988779,0.00009644851,0.00003450851,0.00007332372,0.000279029,0.0006387574],"domain_scores_gemma":[0.9983846,0.00009890865,0.0003062719,0.00004826596,0.000621768,0.0005402993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009887113,0.00006572746,0.9721639,0.00002970655,0.00003416777,0.00009549929,0.01569922,0.00005574585,0.0002259017,0.0002032606,0.003110009,0.00821806],"study_design_scores_gemma":[0.000002404926,0.00002028188,0.9716393,0.00004585349,0.000006606149,0.0000343606,0.02644078,0.00005682106,0.00003393439,0.00002597201,0.001680333,0.00001343402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917724,0.0004846357,0.0000370252,0.0008512349,0.00004065372,0.00004329989,0.001595024,0.000003143302,0.005172564],"genre_scores_gemma":[0.9975106,0.0003917923,0.00005101956,0.0001580174,0.0000108779,0.00001968221,0.0005571067,0.000002502182,0.001298496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048051,"threshold_uncertainty_score":0.1195726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237686051282372,"score_gpt":0.3894930795221972,"score_spread":0.26572447439396,"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."}}