{"id":"W2397290383","doi":"10.1007/978-3-319-28558-0_8","title":"Cancer-Induced Fatigue and Cachexia","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wasting; Cachexia; Cancer; Medicine; Tumor necrosis factor alpha; Autophagy; Serotonin; Internal medicine; Endocrinology; Psychology; Oncology; Bioinformatics; Biology","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":[0.0002483359,0.0006489318,0.0003871246,0.000935073,0.000585957,0.001445746,0.0004023193,0.0008852527,0.03206227],"category_scores_gemma":[0.0004249999,0.0001691543,0.0002979496,0.0008882954,0.0008329044,0.001419623,0.0009394738,0.001705826,0.008610666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143712,"about_ca_system_score_gemma":0.0009858828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002432218,"about_ca_topic_score_gemma":0.008379534,"domain_scores_codex":[0.9998988,0.00002843255,0.000005036336,0.00001140533,0.00004476918,0.0000115169],"domain_scores_gemma":[0.9999325,0.00003365761,0.000004380176,0.000005191864,0.00001488617,0.000009270781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003098676,0.00004447708,0.000103658,0.000626653,0.000008724361,0.0001444607,0.0006101538,0.000290309,0.0005860835,0.1314133,0.6194354,0.2467058],"study_design_scores_gemma":[0.000002492629,0.00000740164,0.0001235895,0.000228323,0.000002118089,0.0001306986,0.00005675881,0.00002532105,0.00003728029,0.008882981,0.9905006,0.000002337516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008426798,0.2465923,0.001991303,0.008077991,0.01163855,0.0000434504,0.0002355884,0.00008114462,0.7304971],"genre_scores_gemma":[0.004749863,0.1027815,0.001170991,0.005333874,0.002600591,0.00006164708,0.0001705393,0.00007386328,0.8830572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03206227,"threshold_uncertainty_score":0.107259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06969725815680983,"score_gpt":0.3340399918547228,"score_spread":0.264342733697913,"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."}}