{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003201384,0.0009198135,0.003196571,0.01471148,0.0006670086,0.002237659,0.001335905,0.001669907,0.002218742],"category_scores_gemma":[0.01899173,0.000648665,0.002499162,0.02065004,0.0009216772,0.002649602,0.001033267,0.00101512,0.0002317819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138626,"about_ca_system_score_gemma":0.006257099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008519625,"about_ca_topic_score_gemma":0.01511087,"domain_scores_codex":[0.9966181,0.0007486691,0.001621534,0.0003025578,0.0006146007,0.00009458276],"domain_scores_gemma":[0.9755907,0.01905386,0.003588991,0.0001859593,0.001339781,0.0002407016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001876605,0.00004146209,0.003101376,0.7816339,0.00150607,0.0004317384,0.001041028,0.0002051463,0.0001720337,0.0005553155,0.008083181,0.2030411],"study_design_scores_gemma":[0.0001248643,0.0003246976,0.02910984,0.8668696,0.01305491,0.00474462,0.002438594,0.000146244,0.0001804781,0.00104045,0.08187525,0.00009039221],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005768953,0.9989791,0.0000228172,0.0001570521,0.00005547009,0.00001931824,0.00005657531,0.000002231536,0.0001305034],"genre_scores_gemma":[0.00595888,0.9933823,0.0001593314,0.0002807742,0.00006311588,0.0000456003,0.00007110758,0.000001456042,0.00003745009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01471148,"threshold_uncertainty_score":0.02277249,"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."}}