{"id":"W2019931785","doi":"10.1016/j.clon.2011.05.003","title":"Frequency of Reporting and Predictive Factors for Anxiety and Depression in Patients with Advanced Cancer","year":2011,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Michael and Karyn Goldstein Cancer Research Fund","keywords":"Medicine; Anxiety; Depression (economics); Univariate analysis; Logistic regression; Cancer; Internal medicine; Multivariate analysis; Psychiatry","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":[0.0002887105,0.00006835832,0.0004296473,0.00002641813,0.00001483407,6.408221e-7,0.00002126533,0.0001495316,0.00001358881],"category_scores_gemma":[0.001027601,0.00004607066,0.00003444126,0.00004878854,0.0001410773,0.00004123389,0.00002584177,0.0001444323,3.086605e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003725691,"about_ca_system_score_gemma":0.000120646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003504633,"about_ca_topic_score_gemma":0.001547323,"domain_scores_codex":[0.9989266,0.00003863362,0.0006360924,0.0002293383,0.00006012835,0.0001092098],"domain_scores_gemma":[0.9988421,0.0002681303,0.0005567548,0.00009851815,0.0001458825,0.00008862555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001444462,0.000180847,0.9533716,0.0000606147,0.00002523771,0.000002514494,0.001069632,1.444797e-7,0.00002382749,0.000004363149,0.000009705313,0.04380703],"study_design_scores_gemma":[0.003357212,0.002325244,0.9932329,0.0001338486,0.00007029509,9.842267e-7,0.0004579938,0.000008350177,0.0001796804,0.00007831151,0.0001060612,0.00004913774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984134,0.0003145384,0.00005487178,0.00002554112,0.0002711953,0.0004213011,0.00001876622,0.000007080188,0.0004733482],"genre_scores_gemma":[0.9988716,0.000183701,0.0007355656,0.0000955897,0.00004011998,0.00004544123,0.00001056943,0.000008126532,0.000009343968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04375789,"threshold_uncertainty_score":0.1878707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08324176901500285,"score_gpt":0.4070999669059614,"score_spread":0.3238581978909585,"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."}}