{"id":"W2067363820","doi":"10.1016/j.ygyno.2005.11.047","title":"Effective palliative radiotherapy for symptomatic recurrent or residual ovarian cancer","year":2006,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Ottawa Regional Cancer Foundation; University of Ottawa","funders":"","keywords":"Medicine; Nausea; Radiation therapy; Vomiting; Palliative care; Internal medicine; Ovarian cancer; Cancer; Surgery; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003028663,0.0002817853,0.0008087061,0.0001128017,0.0001495271,0.0000164327,0.0001002361,0.000296567,0.001470371],"category_scores_gemma":[0.000212584,0.0001864262,0.0001649166,0.0002064642,0.0001262305,0.00004178708,0.00002629141,0.0001694763,0.00002739846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248495,"about_ca_system_score_gemma":0.0006816498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002700286,"about_ca_topic_score_gemma":0.001290577,"domain_scores_codex":[0.9982087,0.0001872219,0.0004081976,0.000534176,0.0001516824,0.0005100409],"domain_scores_gemma":[0.9971091,0.00213101,0.0002435596,0.0002500699,0.0001495826,0.0001167347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007089575,0.007328655,0.1450131,0.0005001824,0.002473616,0.000818749,0.000977976,0.0002266567,0.0006919227,0.01109602,0.1275347,0.6962489],"study_design_scores_gemma":[0.01994806,0.02090175,0.7315135,0.00014368,0.0008245994,0.00005520054,0.0001208774,0.0004554745,0.001109216,0.002713391,0.2218568,0.0003574165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712777,0.01132066,0.003313801,0.07227635,0.005524565,0.02008027,0.0004601117,0.0005758686,0.01517065],"genre_scores_gemma":[0.9539643,0.001539751,0.02047665,0.003987329,0.001943022,0.01502625,0.000156456,0.00007006344,0.002836163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6958914,"threshold_uncertainty_score":0.9994424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021169768991484,"score_gpt":0.3709278349377395,"score_spread":0.3407161372478246,"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."}}