{"id":"W1815910101","doi":"10.1002/mpr.1446","title":"The Millennium Cohort Family Study: a prospective evaluation of the health and well‐being of military service members and their families","year":2014,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; Medical Research and Materiel Command; Washington State University; U.S. Department of Defense","keywords":"Military service; Millennium Cohort Study (United States); Globe; Military personnel; Military psychology; Service (business); Cohort; Vulnerability (computing); Psychology; Political science; Medicine; Cohort study; Business; Law; Computer security; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04554845,0.0001332751,0.0003748969,0.000742811,0.0001696788,0.00002456229,0.001075569,0.00007212032,0.00002929987],"category_scores_gemma":[0.002647785,0.00007624008,0.00008698893,0.000890237,0.0003998409,0.00008225617,0.0002987079,0.000835151,6.289732e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629672,"about_ca_system_score_gemma":0.0004405056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891571,"about_ca_topic_score_gemma":0.0006733616,"domain_scores_codex":[0.9845417,0.01153335,0.001146659,0.0002818427,0.002169081,0.0003273301],"domain_scores_gemma":[0.9915785,0.005029721,0.0004814474,0.0004082867,0.002408668,0.00009333738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001204491,0.0006145865,0.7457559,0.00008517323,0.0007781961,9.249852e-7,0.03970621,0.00008104488,0.0001223018,0.002096394,0.001001919,0.2085529],"study_design_scores_gemma":[0.002856413,0.0008306497,0.896902,0.0001445346,0.0000264325,0.00003291874,0.06991336,0.002412504,0.00006492497,0.02637922,0.0003672316,0.00006980867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677805,0.02050421,0.000455163,0.003298174,0.0009275861,0.001186528,0.000004724003,0.00000228898,0.005840826],"genre_scores_gemma":[0.9920415,0.003471018,0.004180915,0.00007627362,0.0001054333,0.00008021399,4.671162e-7,0.00001645836,0.00002773721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084831,"threshold_uncertainty_score":0.9828087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314204539110664,"score_gpt":0.5449828214136933,"score_spread":0.4135623675026269,"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."}}