{"id":"W7116768992","doi":"10.1186/s12885-025-15161-1","title":"The impact of anxiety and depression on hematologic malignancy outcomes: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Depression (economics); Anxiety; Hematologic malignancy; Surgical oncology; Intervention (counseling); MEDLINE; Malignancy","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":[0.01481893,0.003186036,0.018296,0.007767394,0.0007854394,0.003813556,0.00252376,0.002298662,0.003338999],"category_scores_gemma":[0.03635835,0.001734199,0.04231093,0.007793117,0.0007724109,0.001984171,0.001770044,0.001955349,0.0002660922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003153564,"about_ca_system_score_gemma":0.005178261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00782712,"about_ca_topic_score_gemma":0.01743831,"domain_scores_codex":[0.9915844,0.003782549,0.0024314,0.000791784,0.001065517,0.0003443563],"domain_scores_gemma":[0.9807814,0.0142772,0.002828555,0.0005474178,0.001342473,0.0002229243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001094204,0.00002533542,0.003503077,0.4980506,0.4849196,0.0001243098,0.00009244645,0.0006199542,0.0001817424,0.0001364158,0.000595261,0.01065703],"study_design_scores_gemma":[0.000296238,0.0001329146,0.002893954,0.03476958,0.9601056,0.00009764468,0.00003681519,0.0001817011,0.00008499162,0.0001670066,0.001212441,0.00002106097],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003572115,0.9944673,0.0005729184,0.0002099917,0.0001121809,0.0003590447,0.0004881745,0.00002539387,0.0001928522],"genre_scores_gemma":[0.1237814,0.8692499,0.002934963,0.0008286686,0.0002717373,0.001679393,0.000949759,0.00002978197,0.0002743802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.018296,"threshold_uncertainty_score":0.07837099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898051906983023,"score_gpt":0.3791084586431934,"score_spread":0.3301279395733632,"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."}}