{"id":"W6959105698","doi":"10.6084/m9.figshare.8172719","title":"Additional file 3: of Are personnel with a past history of mental disorders disproportionately vulnerable to the effects of deployment-related trauma? A cross-sectional study of Canadian military personnel","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Military personnel; Mental health; History of depression; Government (linguistics); Service personnel","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005880871,0.0001356986,0.0002220236,0.0001922314,0.00009748302,0.00000416043,0.0001885305,0.00006604594,0.8073184],"category_scores_gemma":[0.0003076171,0.00009969316,0.00007913492,0.0002526213,0.00004619533,0.0001306275,0.0000315262,0.000112107,0.00007919943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743257,"about_ca_system_score_gemma":0.0002205345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.013768,"about_ca_topic_score_gemma":0.05314598,"domain_scores_codex":[0.9987674,0.0000695241,0.0003034409,0.0002573363,0.000429869,0.0001724783],"domain_scores_gemma":[0.9989275,0.0003141252,0.0002736506,0.0002077252,0.0001996001,0.00007738526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001764578,0.0002526777,0.004645858,0.0004242951,0.00007483416,0.00000235333,0.006893673,0.0006126528,0.00315858,0.000001855704,0.9837087,0.00004801844],"study_design_scores_gemma":[0.002108226,0.00264203,0.9424685,0.001929585,0.0000430731,0.00001647939,0.01304432,0.0001852956,0.003376841,0.000008443846,0.0338233,0.000353974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4751523,0.00005839926,4.859781e-8,0.000005506601,0.0001132535,0.0004586912,0.523845,0.000006887666,0.0003599135],"genre_scores_gemma":[0.9023573,2.811097e-7,0.00003674342,0.00002118778,0.0000263356,0.0003313966,0.09649976,0.0000153761,0.0007115728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9498854,"threshold_uncertainty_score":0.9927994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077825926428156,"score_gpt":0.1995055786539044,"score_spread":0.1887273193896228,"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."}}