{"id":"W1999734548","doi":"10.1002/jts.20430","title":"Work limitations in employed persons seeking treatment for chronic posttraumatic stress disorder","year":2009,"lang":"en","type":"article","venue":"Journal of Traumatic Stress","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Posttraumatic stress; Psychology; Psychological intervention; Clinical psychology; Interpersonal communication; Scope (computer science); Work (physics); Anxiety disorder; Psychiatry; Psychotherapist; Anxiety; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003694536,0.0002590645,0.000661566,0.0003160397,0.0005379439,0.00002470152,0.0002211745,0.0001190088,0.00008117213],"category_scores_gemma":[0.0002366938,0.0001922645,0.0002603198,0.0003042097,0.00004074691,0.0002058977,0.00001692913,0.0003369899,0.000009707214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776934,"about_ca_system_score_gemma":0.0002185303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008831597,"about_ca_topic_score_gemma":0.002565794,"domain_scores_codex":[0.9975188,0.0002417337,0.001209753,0.0001668818,0.0003008111,0.000562068],"domain_scores_gemma":[0.9972838,0.001477865,0.0007163192,0.0002037549,0.0001949952,0.0001232403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007402702,0.004386344,0.5614095,0.001824755,0.001170957,0.00007206087,0.2574223,0.003780884,0.0001738132,0.001483741,0.008906864,0.1586285],"study_design_scores_gemma":[0.01085369,0.00417662,0.8847538,0.008722488,0.0004833635,0.00000811165,0.08487276,0.000618843,0.00004786659,0.002391427,0.002529534,0.0005414902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846964,0.002166354,0.001165242,0.008586527,0.0005721813,0.001378181,0.00007272408,0.00003512032,0.001327278],"genre_scores_gemma":[0.9970431,0.0003702124,0.0008665856,0.000138116,0.0003727951,0.0001151917,0.00001629305,0.00002818122,0.001049552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3233443,"threshold_uncertainty_score":0.7840319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730823016664695,"score_gpt":0.4211223524525019,"score_spread":0.2480400507860324,"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."}}