{"id":"W1965208523","doi":"10.3747/co.2007.145","title":"Symptom Clusters in Cancer Patients: A Review of the Literature","year":2007,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Nausea; Cancer; CINAHL; Lung cancer; Quality of life (healthcare); MEDLINE; Cluster (spacecraft); Internal medicine; Meta-analysis; Psychiatry; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003576289,0.0003090496,0.002157804,0.0001964229,0.00001679883,0.000003600513,0.0002753686,0.0003884047,0.0001483496],"category_scores_gemma":[0.0001497272,0.0001776788,0.0006870032,0.001064389,0.00009354338,0.00002187568,0.0001317376,0.001067677,0.000007511063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033779,"about_ca_system_score_gemma":0.001074197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003613405,"about_ca_topic_score_gemma":0.0004308024,"domain_scores_codex":[0.9979149,0.0003262974,0.0008623922,0.0003331114,0.0002877383,0.000275604],"domain_scores_gemma":[0.9984874,0.0001573931,0.0005568495,0.0004566941,0.0002570838,0.00008461627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009277698,0.0001909688,0.0007044895,0.2762994,0.00003520788,0.000004089327,0.0001874697,5.569064e-9,2.768369e-9,0.000008985258,0.006501165,0.7160589],"study_design_scores_gemma":[0.0002818379,0.00008021411,0.00009770477,0.3910575,0.0005917103,0.000009217053,0.000006410355,6.49024e-8,3.456995e-8,0.000001018806,0.6077868,0.00008745022],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002274962,0.9904231,5.713139e-7,0.000199406,0.006133121,0.001788517,0.0001352167,0.000009739675,0.001287604],"genre_scores_gemma":[0.000006874259,0.9980866,0.000002040081,0.0008046231,0.0003664306,0.0002903198,0.0002589678,0.00002926283,0.0001548481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7159715,"threshold_uncertainty_score":0.724553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218240508367085,"score_gpt":0.4783637265905948,"score_spread":0.3565396757538864,"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."}}