{"id":"W2011052100","doi":"10.1007/s00520-009-0657-8","title":"Exploration of symptoms clusters within cancer patients with brain metastases using the Spitzer Quality of Life Index","year":2009,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Response Biomedical (Canada); University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pain medicine; Nursing research; Quality of life (healthcare); Cancer; Index (typography); Glioblastoma; Oncology; Internal medicine; Gerontology; Pathology; Nursing; World Wide Web; Anesthesiology; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817019,0.0001904393,0.0005086413,0.000126991,0.00003459816,0.00000775562,0.0000991687,0.00007668034,0.0001403052],"category_scores_gemma":[0.000116012,0.0001261468,0.0001028464,0.0005015272,0.0001696583,0.0002816931,0.00002354472,0.0001843048,1.939422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878071,"about_ca_system_score_gemma":0.0008569178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01221175,"about_ca_topic_score_gemma":0.03593278,"domain_scores_codex":[0.99814,0.0001626201,0.000622081,0.0002780329,0.000581027,0.0002162277],"domain_scores_gemma":[0.9981606,0.00007855079,0.000549491,0.00028397,0.0008398966,0.00008746646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002319267,0.0001451572,0.9623152,0.0003238694,0.0001518594,0.000002910563,0.02359645,0.002584306,0.0004243547,0.00006547965,0.0001680055,0.007903122],"study_design_scores_gemma":[0.005147865,0.001372506,0.9445008,0.001246566,0.0002877094,5.793397e-7,0.03615734,0.000135458,0.01027589,0.00007243095,0.0004257941,0.0003770326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958573,0.001472529,0.0002849039,0.0008931861,0.000310716,0.0006739182,0.0003606404,0.00001204462,0.0001347815],"genre_scores_gemma":[0.9981383,0.00004873927,0.0000309164,0.001518291,0.00007756093,0.00006622075,0.00007206707,0.00001944037,0.00002848171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372103,"threshold_uncertainty_score":0.994366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04595669708620811,"score_gpt":0.3597049833976688,"score_spread":0.3137482863114607,"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."}}