{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297366,0.00009926356,0.0001896423,0.00003031621,0.0001263211,0.00004080131,0.00006796419,0.00005711479,0.00004082724],"category_scores_gemma":[0.00004311256,0.00005803997,0.00002278008,0.0002765281,0.0002144035,0.000087264,0.00004470437,0.0001368596,0.000007293213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434461,"about_ca_system_score_gemma":0.0001349037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951948,"about_ca_topic_score_gemma":0.009948016,"domain_scores_codex":[0.9993156,0.00003923981,0.00009976862,0.0001550633,0.0001849967,0.0002053632],"domain_scores_gemma":[0.9995273,0.0001090397,0.00007409566,0.0001442196,0.00009415056,0.00005123104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004623921,0.00005323123,0.9688606,0.00009384428,0.0002001857,0.00003337019,0.004414664,0.0004169084,0.0001319659,0.0002073784,0.002798734,0.0223267],"study_design_scores_gemma":[0.001590275,0.0004080585,0.9899832,0.0001707966,0.00008696654,6.00893e-7,0.004807499,0.00007905559,0.00002812004,0.00006470692,0.002677505,0.0001032039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938311,0.0002484666,0.000004642939,0.001381061,0.0002202974,0.0003361196,0.00001985217,0.0001595446,0.003798896],"genre_scores_gemma":[0.9982354,0.0002049328,0.000004648291,0.0002371813,0.00008120377,0.00008458578,0.00004441427,0.00001512328,0.001092495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0222235,"threshold_uncertainty_score":0.5551227,"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."}}