{"id":"W2084713153","doi":"10.3109/09540261.2011.562010","title":"The military and its psychiatric challenges","year":2011,"lang":"en","type":"editorial","venue":"International Review of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Psychiatry; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001327025,0.00037764,0.000607132,0.0002018072,0.0001051127,0.00001512944,0.00180845,0.0004552809,0.001559637],"category_scores_gemma":[0.001292277,0.0002696423,0.0003147291,0.0001498733,0.0001684322,0.00007061751,0.0002376736,0.0009556421,0.0003721338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003882446,"about_ca_system_score_gemma":0.0003634801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001589753,"about_ca_topic_score_gemma":0.0002551385,"domain_scores_codex":[0.9961963,0.0003557148,0.001105951,0.0006210988,0.00134382,0.0003771256],"domain_scores_gemma":[0.9967384,0.001146423,0.0005673415,0.000841841,0.0005919689,0.0001140247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006745691,0.0001967111,0.00007618948,0.006852072,0.0005649909,0.000001928675,0.0001096073,5.518706e-9,5.621398e-8,0.04958688,0.9137224,0.02882174],"study_design_scores_gemma":[0.0004411521,0.0001461085,0.001484166,0.007437394,0.0001356088,0.00001058571,0.0001321035,0.000001432158,1.588961e-7,0.008153895,0.9818178,0.0002396351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001319846,0.5064586,0.000001473102,0.004768876,0.4375394,0.0003583187,0.0001825239,0.00001518778,0.05066248],"genre_scores_gemma":[0.00005171941,0.7682638,0.0001853505,0.0001395683,0.2289163,0.0002316404,0.0001014825,0.00005451381,0.002055673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2618052,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04863675750329448,"score_gpt":0.3991834263223917,"score_spread":0.3505466688190972,"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."}}