{"id":"W2005818231","doi":"10.5539/cco.v4n1p19","title":"Quality of Life Among Cancer Patients Treated With Chemotherapy or Radiotherapy in Erbil City An Evaluation Study","year":2015,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Health and Well-being Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiation therapy; Quality of life (healthcare); Medicine; Chemotherapy; Cancer; Oncology; Internal medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00298102,0.0001474039,0.0008375135,0.00005071521,0.00004212154,0.000004421902,0.0001037154,0.0002271079,0.0003599106],"category_scores_gemma":[0.0002901192,0.00009781899,0.0000362894,0.0002063528,0.0002965059,0.00005881677,0.0000137711,0.0002401968,0.000001065738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750703,"about_ca_system_score_gemma":0.0009247879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02113437,"about_ca_topic_score_gemma":0.05490648,"domain_scores_codex":[0.9965919,0.001565053,0.0009150881,0.0004358378,0.0002265144,0.0002655784],"domain_scores_gemma":[0.9982574,0.0005440495,0.0003973512,0.0002207085,0.0003263167,0.0002541708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007534083,0.002773684,0.8230946,0.00001005993,0.0001951102,0.000001789651,0.004606822,0.00000708892,4.691318e-7,0.000005046499,0.0007322513,0.161039],"study_design_scores_gemma":[0.02477319,0.009859843,0.9626386,0.00001421672,0.00005051635,1.192206e-7,0.001270403,0.00005933973,0.00000101192,0.00002444528,0.001187046,0.0001212275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958516,0.0009559791,0.000006374759,0.0006574708,0.0005406677,0.001050362,0.00001400047,0.00001817082,0.0009054198],"genre_scores_gemma":[0.9963982,0.0006820743,0.00002535198,0.002098398,0.0002317577,0.0003952368,0.000005403184,0.00001515701,0.0001484225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609177,"threshold_uncertainty_score":0.985384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790901619760899,"score_gpt":0.576473308753805,"score_spread":0.2973831467777151,"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."}}