{"id":"W2026355796","doi":"10.1016/j.clon.2007.09.007","title":"Symptom Clusters in Cancer Patients with Brain Metastases","year":2007,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"Response Biomedical (Canada); Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Nausea; Anxiety; Poor Appetite; Depression (economics); Distress; Internal medicine; Appetite; Physical therapy; Psychiatry; Clinical psychology","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":[0.0001663661,0.0001558046,0.0004493713,0.0008594065,0.0007518457,0.0006976128,0.0002397211,0.0003089828,0.003041589],"category_scores_gemma":[0.003057722,0.0001268013,0.0002879737,0.001438545,0.0002863295,0.0006330901,0.0008678862,0.0004413276,0.0002104141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006122359,"about_ca_system_score_gemma":0.0007413441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009648094,"about_ca_topic_score_gemma":0.01466165,"domain_scores_codex":[0.9996744,0.00008161983,0.00004069532,0.00005114189,0.00005304822,0.00009919344],"domain_scores_gemma":[0.9986344,0.0002767244,0.000612253,0.00002549351,0.0001117856,0.0003392985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000472778,0.00004150353,0.9949158,0.00002543885,0.00003853318,0.0004210798,0.000310652,0.00009728161,0.0002647452,0.00006011309,0.0004650184,0.002887084],"study_design_scores_gemma":[0.00001244261,0.0001110613,0.9972491,0.000007399748,0.00002491717,0.0009273878,0.001043986,0.0001662834,0.00004843046,0.0001188467,0.000283273,0.000006784118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984419,0.0003408731,0.00003201203,0.000125735,0.000007568999,0.000009351906,0.0002583271,0.000002489662,0.0007816955],"genre_scores_gemma":[0.9994485,0.0001065973,0.0000317315,0.00002471346,0.000009709733,0.000005764425,0.0002684096,0.000001567292,0.0001031016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009648094,"threshold_uncertainty_score":0.01918387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05750077438490835,"score_gpt":0.4393588178977287,"score_spread":0.3818580435128203,"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."}}