{"id":"W2611404165","doi":"10.1371/journal.pone.0172975","title":"Perceived distress and its association with depression and anxiety in breast cancer patients","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cancer survivorship and care","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaya; Queen's University; Queen's University Belfast","keywords":"Breast cancer; Anxiety; Depression (economics); Association (psychology); Distress; Medicine; Clinical psychology; Oncology; Psychiatry; Internal medicine; Cancer; Psychology; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004968934,0.0001209694,0.0001953721,0.0004233779,0.0002109709,0.0004382256,0.0001730669,0.0002510676,0.00126929],"category_scores_gemma":[0.003201283,0.0001193043,0.0002923111,0.0006661831,0.0001658261,0.0002063143,0.0003368698,0.0004888319,0.00009607401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130707,"about_ca_system_score_gemma":0.0001411859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881036,"about_ca_topic_score_gemma":0.002321958,"domain_scores_codex":[0.9995957,0.0001514556,0.00004545867,0.00004188632,0.00009879159,0.00006679845],"domain_scores_gemma":[0.998362,0.000357387,0.0008585934,0.00003904901,0.0001339416,0.000249052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007365385,0.00002484124,0.9983907,0.00001192407,0.00002782321,0.0000390821,0.00007295887,0.00001438116,0.00005092209,0.000005508682,0.00004194057,0.001246382],"study_design_scores_gemma":[0.000002448646,0.0000681992,0.9995652,0.000005358801,0.00001265009,0.0001216571,0.0001082716,0.00004511317,0.000009093824,0.000009074505,0.00005130565,0.000001590405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990026,0.0005609468,0.00002366172,0.00007399358,0.000004359395,0.000004243382,0.000092198,0.000001011538,0.0002369138],"genre_scores_gemma":[0.9997079,0.0001336061,0.00002538634,0.00001277275,0.000006185818,0.000002939251,0.00006963812,2.744643e-7,0.00004137503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001881036,"threshold_uncertainty_score":0.004246175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598275696902061,"score_gpt":0.2402469215610841,"score_spread":0.2242641645920635,"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."}}