{"id":"W2317398528","doi":"10.1097/01.eem.0000433389.92527.d1","title":"Special Report","year":2013,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Medical emergency; Emergency department; Health care; Psychiatry; Medicine; Psychology","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":["insufficient_payload"],"category_scores_codex":[0.0002956023,0.0001759821,0.0002814091,0.0001555179,0.00007281777,0.000003951687,0.0003626642,0.00009178711,0.6787574],"category_scores_gemma":[0.0005451188,0.0001354208,0.00007270118,0.0003753677,0.0001299185,0.0000869054,0.00005583207,0.0002455187,0.01323858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002395193,"about_ca_system_score_gemma":0.00002822421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009518989,"about_ca_topic_score_gemma":0.0003095884,"domain_scores_codex":[0.9976752,0.0001211784,0.0007504597,0.000402848,0.0005286348,0.0005216812],"domain_scores_gemma":[0.9986128,0.00006187606,0.0001444444,0.0008134366,0.0001303712,0.0002371081],"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":[0.000007990465,0.00009146012,0.02910398,0.0000108102,0.00004657103,0.00007146876,0.002032199,1.090576e-7,0.0001152381,0.001951679,0.9436955,0.02287303],"study_design_scores_gemma":[0.0007897573,0.0002019479,0.2448513,0.00002447235,0.00001972363,0.0001050139,0.002927006,0.000006691819,0.00001361755,0.004330967,0.7465355,0.0001939404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.115515,0.0005995057,0.000114993,0.00735534,0.01221408,0.0005260265,0.00000142084,0.0000788668,0.8635948],"genre_scores_gemma":[0.2125059,0.0004027065,0.0002381031,0.0006066438,0.052235,0.0009502327,0.0001006502,0.000130075,0.7328306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6655188,"threshold_uncertainty_score":0.9970767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205840673496421,"score_gpt":0.4373768201325992,"score_spread":0.316792752782957,"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."}}