{"id":"W2007973566","doi":"10.1080/15299732.2014.970265","title":"Cumulative Trauma, Hyperarousal, and Suicidality in the General Population: A Path Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Trauma & Dissociation","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Psychology; Clinical psychology; Fight-or-flight response; Logistic regression; Path analysis (statistics); Posttraumatic stress; Population; Psychiatry; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273519,0.0001320494,0.0004025227,0.0003472003,0.000077713,0.00009411467,0.0002407728,0.0001164778,0.00009125359],"category_scores_gemma":[0.0003643622,0.00009546306,0.0001719565,0.0008207195,0.00004483618,0.0002741828,0.00001572977,0.000337692,0.000005292988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031333,"about_ca_system_score_gemma":0.00003542736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060955,"about_ca_topic_score_gemma":0.0009311372,"domain_scores_codex":[0.9969158,0.001110299,0.000742354,0.0001652292,0.0008070984,0.0002591984],"domain_scores_gemma":[0.9985512,0.0003598358,0.0005690735,0.0001942846,0.0002138793,0.0001116673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001907791,0.0006356422,0.938465,0.000007598468,0.0006374784,0.00003609395,0.03940482,0.0004227837,0.000009107266,0.002382495,0.0007340808,0.01707412],"study_design_scores_gemma":[0.001463895,0.0002198637,0.9857283,0.00001107098,0.0002352899,0.00002481934,0.007301248,0.0007911238,0.000004067857,0.004056421,0.00006817397,0.00009567557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948448,0.0006486532,0.000188031,0.001648295,0.0001269539,0.0001952814,0.00001601856,0.000006996987,0.002324947],"genre_scores_gemma":[0.9993063,0.00001013367,0.0002577494,0.0001200428,0.000152014,0.00001111861,0.00002573173,0.00001040977,0.0001064796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04726335,"threshold_uncertainty_score":0.3892871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196294258812821,"score_gpt":0.430200798325683,"score_spread":0.310571372444401,"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."}}