{"id":"W2974329508","doi":"10.1136/bmjopen-2018-028849","title":"Differences between the Canadian military’s Regular and Reserve Forces in perceived need for care, mental health services use and perceived sufficiency of care: a cross-sectional survey","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Canadian Armed Forces","funders":"Ministère de la Défense Nationale; Canadian Armed Forces; Australian Government","keywords":"Medicine; Cross-sectional study; Mental health; Military personnel; Health care; Health services research; Public health; Environmental health; Family medicine; Gerontology; Psychiatry; Nursing","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":[0.001344649,0.0003973957,0.0003226936,0.001625025,0.002270564,0.0009184298,0.001198688,0.0005436795,0.002789528],"category_scores_gemma":[0.002787614,0.000462874,0.00080216,0.003293228,0.0006618779,0.0004415513,0.0008581206,0.0006336633,0.0003413938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01545112,"about_ca_system_score_gemma":0.0161654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886487,"about_ca_topic_score_gemma":0.9916083,"domain_scores_codex":[0.998692,0.0001107475,0.00008374757,0.0001289982,0.0007056696,0.0002790212],"domain_scores_gemma":[0.9985722,0.00008690185,0.0003666102,0.00004360937,0.0006570168,0.0002736423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002782098,0.00004803757,0.9957825,0.00003457777,0.0000641631,0.00002808744,0.0008290355,0.00003673557,0.00007355103,0.00005007428,0.0009231697,0.002102326],"study_design_scores_gemma":[0.000003872679,0.0000199482,0.9985496,0.00001471675,0.000007733471,0.00001895188,0.0008817413,0.00006067139,0.00001974875,0.000005221363,0.0004121962,0.000005627513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907438,0.0003493672,0.00009582088,0.000353827,0.000009345557,0.000106455,0.006618331,0.000007093187,0.001715998],"genre_scores_gemma":[0.9946629,0.0004192811,0.0003617497,0.0002363984,0.000008171434,0.0001000035,0.003521321,0.000003318883,0.0006869203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545112,"threshold_uncertainty_score":0.1121063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650524465410288,"score_gpt":0.456057130397074,"score_spread":0.2910046838560453,"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."}}