{"id":"W4386438681","doi":"10.1093/oncolo/oyad253","title":"Coping Strategies and Associated Symptom Burden Among Patients With Advanced Cancer","year":2023,"lang":"en","type":"article","venue":"The Oncologist","topic":"Cancer survivorship and care","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Coping (psychology); Denial; Clinical psychology; Breast cancer; Medicine; Emotional distress; Distress; Maladaptive coping; Anxiety; Psychology; Psychiatry; Cancer; Internal medicine; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709076,0.0001970196,0.0002722185,0.0005736838,0.0002457202,0.0003826819,0.0001445989,0.0002378069,0.001836798],"category_scores_gemma":[0.002466387,0.00007617719,0.0002356655,0.0006365667,0.0002078151,0.0002479616,0.0003798395,0.0003466473,0.0001135975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458274,"about_ca_system_score_gemma":0.0001877502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006508884,"about_ca_topic_score_gemma":0.0009740795,"domain_scores_codex":[0.9997754,0.00008103092,0.00003073573,0.00002498692,0.0000520717,0.00003586523],"domain_scores_gemma":[0.9986812,0.0002696609,0.0006974022,0.00002422993,0.00008338071,0.0002441367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005480431,0.00007467032,0.9946995,0.00004411199,0.0000418251,0.0001050873,0.000258696,0.00004093516,0.0001527205,0.00001412879,0.0001130725,0.004400413],"study_design_scores_gemma":[0.00001089391,0.0001874196,0.9984033,0.00003049779,0.00002037654,0.0004771853,0.0004837352,0.0001025395,0.00002412003,0.00003430656,0.000222447,0.00000337786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986581,0.000749801,0.00002849694,0.0001157593,0.000004758604,0.00001006684,0.0000949506,0.000002006754,0.0003360932],"genre_scores_gemma":[0.9993595,0.0003592963,0.00006051498,0.00003827129,0.000009862439,0.00001043084,0.0001147289,5.336706e-7,0.0000468401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836798,"threshold_uncertainty_score":0.006144702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748900832477097,"score_gpt":0.2973600153115371,"score_spread":0.2798710069867661,"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."}}