{"id":"W2137051713","doi":"10.1136/bmjspcare-2012-000380","title":"The relationship between depression and physical symptom burden in advanced cancer","year":2013,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Cancer survivorship and care","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Depression (economics); Cancer; Medicine; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007714152,0.0001231298,0.0002736113,0.0003975713,0.0001668818,0.000323612,0.0001379808,0.00019222,0.001013053],"category_scores_gemma":[0.004826954,0.0001515207,0.0002265266,0.0004593751,0.0001935347,0.0002430228,0.0003811527,0.0004386592,0.00008320315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162814,"about_ca_system_score_gemma":0.0001234932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009821717,"about_ca_topic_score_gemma":0.001559438,"domain_scores_codex":[0.9995258,0.0002360919,0.0000476643,0.00004835732,0.00009565286,0.00004639483],"domain_scores_gemma":[0.9973937,0.0009580764,0.001063188,0.00009060679,0.000198262,0.0002961697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007229195,0.00001947128,0.99848,0.000008014197,0.00004993102,0.00002261244,0.00002532969,0.00005122382,0.00007787115,0.000007880383,0.00003091105,0.001154354],"study_design_scores_gemma":[0.000003401815,0.00006010468,0.999621,0.000002566931,0.00001018945,0.00009715211,0.00002157062,0.0001320674,0.00001179961,0.00001483428,0.00002448476,8.962115e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992662,0.000311591,0.00007244594,0.0000545587,0.000002950625,0.000006131763,0.00008300774,9.154672e-7,0.0002021383],"genre_scores_gemma":[0.999795,0.00006675877,0.00003895086,0.000008959038,0.000005082909,0.000003336134,0.00005699463,2.536931e-7,0.00002468099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001013053,"threshold_uncertainty_score":0.0040797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03935766557725923,"score_gpt":0.3773849143235399,"score_spread":0.3380272487462807,"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."}}