{"id":"W2808520028","doi":"10.1002/cncr.31576","title":"Symptoms of posttraumatic stress disorder among hospitalized patients with cancer","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Massachusetts General Hospital","keywords":"Medicine; Depression (economics); Anxiety; Hazard ratio; Population; Patient Health Questionnaire; Cancer; Psychiatry; Stressor; Internal medicine; Depressive symptoms; Confidence interval","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":[],"category_scores_codex":[0.00002960963,0.0001571638,0.0003140315,0.00005519509,0.00004440398,0.000009134705,0.00009106828,0.00006561974,0.001775427],"category_scores_gemma":[0.000009828853,0.000112881,0.00006323487,0.0002488398,0.0002867506,0.00008473015,0.00002418475,0.00008721481,0.000005836353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105379,"about_ca_system_score_gemma":0.0001373035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009366264,"about_ca_topic_score_gemma":0.0171451,"domain_scores_codex":[0.9989947,0.00001602634,0.0001951323,0.0002302456,0.0003298628,0.0002340071],"domain_scores_gemma":[0.9990168,0.00001318525,0.0001253688,0.0003001137,0.000429955,0.000114567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000290148,0.000118027,0.9834992,0.0002212654,0.0001517074,0.000001188751,0.001810914,0.000004596884,0.00002239121,0.00001844181,0.0003831578,0.01347901],"study_design_scores_gemma":[0.002414363,0.0007191201,0.9917703,0.0009281606,0.0002043417,2.368383e-7,0.0002443487,0.00003218379,0.001195716,0.00000873785,0.002308763,0.0001736964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956371,0.001053957,0.00003458319,0.0001286872,0.0006356284,0.0004383961,0.000171045,0.00003666684,0.001863897],"genre_scores_gemma":[0.9984077,0.00008312266,0.00001558734,0.000263638,0.0002168486,0.0001620366,0.00003323629,0.00003680601,0.0007810311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330531,"threshold_uncertainty_score":0.9991371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007280676902659348,"score_gpt":0.2634716918206451,"score_spread":0.2561910149179857,"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."}}