{"id":"W4413343078","doi":"10.1155/ecc/6615635","title":"Fatigue and Co‐Occurring Cancer‐Related Symptoms in Breast Cancer Survivors: A Systematic Review and Network Meta‐Analysis","year":2025,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Taipei Tzu Chi Hospital; Buddhist Tzu Chi Medical Foundation","keywords":"Medicine; Meta-analysis; Breast cancer; Cancer; Cancer-related fatigue; Oncology; Internal medicine","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":[0.001049795,0.0003212916,0.002400603,0.0003857836,0.00008469837,0.00006206704,0.0001933628,0.00005025157,0.0002166461],"category_scores_gemma":[0.00003149952,0.0002399225,0.0005422649,0.001462276,0.0000709579,0.0001346578,0.00007140027,0.0004857025,6.710085e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192344,"about_ca_system_score_gemma":0.0003020018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955488,"about_ca_topic_score_gemma":0.01124478,"domain_scores_codex":[0.9971012,0.0007597454,0.001120509,0.0003300555,0.0003673266,0.0003211947],"domain_scores_gemma":[0.998183,0.0001058746,0.0006442825,0.0003030425,0.0005396396,0.0002241835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003067645,0.00006697964,0.4512104,0.3484584,0.1825016,0.0006587604,0.008456862,0.002168168,0.00001941407,0.00008394648,0.001313955,0.004754757],"study_design_scores_gemma":[0.003129991,0.0001804865,0.1097888,0.1766626,0.7040396,0.0002287407,0.002517234,0.0001638952,0.00002005864,0.000009984239,0.002550428,0.0007081887],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04234076,0.9533816,0.00004281125,0.00191389,0.0004203751,0.0006157433,0.0001185651,0.00002656319,0.001139662],"genre_scores_gemma":[0.8628158,0.1341157,0.00001893872,0.002596135,0.000167673,0.00006826815,0.00000549784,0.00004045079,0.0001715025],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.820475,"threshold_uncertainty_score":0.9783754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251159778483728,"score_gpt":0.3195120437270275,"score_spread":0.2970004459421902,"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."}}