{"id":"W2029240542","doi":"10.1002/pon.1371","title":"Do rates of mental disorders and existential distress among advanced stage cancer patients increase as death approaches?","year":2008,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute of Mental Health; National Institutes of Health; Yale Cancer Center; McGill University","keywords":"Panic disorder; Anxiety; Psychiatry; Medicine; Distress; Cancer; Grief; Major depressive disorder; Adjustment disorders; Clinical psychology; Anxiety disorder; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000753691,0.0001826946,0.0004096501,0.00007487326,0.00008837038,0.000005192661,0.00008806399,0.0001337163,0.0003388543],"category_scores_gemma":[0.0000277181,0.0001626018,0.00008895797,0.0001241155,0.0003199048,0.00008723421,0.0000541989,0.0001704384,0.000003273615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167542,"about_ca_system_score_gemma":0.0001140376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00408986,"about_ca_topic_score_gemma":0.00375455,"domain_scores_codex":[0.9987794,0.0000861716,0.0002816424,0.0003674217,0.000222445,0.0002629073],"domain_scores_gemma":[0.9992863,0.00005388823,0.0001747962,0.0002139923,0.00006202211,0.0002089865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002254026,0.000858709,0.9502246,0.0001251698,0.000115272,0.00001956004,0.009896795,0.00000310141,0.0003318944,0.00005702748,0.0003501452,0.03576372],"study_design_scores_gemma":[0.01347759,0.002496804,0.9373376,0.0001359655,0.0001933357,0.00002814794,0.0130285,0.00005987398,0.001644503,0.00008787496,0.0311101,0.0003997427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839195,0.00138173,0.00001404238,0.0001874029,0.0006908444,0.000559606,0.0001682662,0.00002321615,0.0130554],"genre_scores_gemma":[0.9968699,0.001814655,0.00006517601,0.0001276969,0.00009049071,0.0001620499,0.0001593018,0.00002506168,0.0006856293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03536398,"threshold_uncertainty_score":0.6630708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802874736357725,"score_gpt":0.3417051430033916,"score_spread":0.3036763956398143,"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."}}