{"id":"W2922920325","doi":"10.1093/milmed/usy324","title":"Mental Health Care for Service Members and Their Families Across the Globe","year":2019,"lang":"en","type":"article","venue":"Military Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"Defense Health Agency; U.S. Department of Defense","keywords":"Mental health; Medicine; Compendium; Nursing; Health care; Focus group; Service (business); Public relations; Business; Political science; Psychiatry; Geography; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005237811,0.0001738934,0.0003102597,0.00002838701,0.000301973,0.000001923717,0.000173422,0.00005741369,0.0003444604],"category_scores_gemma":[0.00001132079,0.00009851757,0.00004068558,0.0001339316,0.0001478629,0.0000396369,0.00006634319,0.0001302021,0.00003452933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965061,"about_ca_system_score_gemma":0.0001021317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03404308,"about_ca_topic_score_gemma":0.01854675,"domain_scores_codex":[0.9987289,0.00009494553,0.0002596752,0.0003431089,0.0001289526,0.0004444516],"domain_scores_gemma":[0.9990888,0.0002751162,0.00004389161,0.0004002141,0.00003900117,0.000152948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009418706,0.00008766901,0.01370763,0.001766458,0.0001047782,0.000002032822,0.7990056,0.000002702134,0.0002178425,0.0006490635,0.09748924,0.08602507],"study_design_scores_gemma":[0.002857097,0.001054265,0.02851139,0.0001021454,0.000008042077,0.00001725243,0.4131156,0.00005235544,0.00001178815,0.00007281821,0.5540958,0.0001015222],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858412,0.05267052,0.00001246918,0.05523702,0.001827546,0.001577654,0.0004338504,0.00004762408,0.002352151],"genre_scores_gemma":[0.9447364,0.0007827181,0.00003785407,0.05258445,0.0003651266,0.0001090111,0.000250907,0.00002253062,0.001110989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4566065,"threshold_uncertainty_score":0.9993622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336325267530638,"score_gpt":0.4032491354760638,"score_spread":0.3698858828007575,"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."}}