{"id":"W1982223079","doi":"10.1016/j.ijrobp.2010.07.310","title":"PS6 Status is an Independent Predictor of Survival in Locally Advanced Cervical Cancer Patients Treated with Chemoradiotherapy: A Canadian Translational Research Multicenter Clinicopathologic Study","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Chemoradiotherapy; Cervical cancer; Oncology; Internal medicine; Tissue microarray; Prospective cohort study; Proportional hazards model; Cohort; Stage (stratigraphy); Cisplatin; Radiation therapy; Cancer; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004737922,0.0002315837,0.0003169393,0.0007251122,0.001442136,0.0006086987,0.0006222602,0.0003525678,0.001553534],"category_scores_gemma":[0.001438101,0.0002541511,0.0003396109,0.001713007,0.0006603266,0.0002610905,0.0003267811,0.0004832531,0.0001258534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027429,"about_ca_system_score_gemma":0.006003097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5628913,"about_ca_topic_score_gemma":0.671288,"domain_scores_codex":[0.9997624,0.00003148563,0.00001553706,0.00004218501,0.00007160688,0.00007684912],"domain_scores_gemma":[0.9989907,0.0001530386,0.0002218233,0.00005665809,0.0002984227,0.0002792506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003398709,0.00003201929,0.9962559,0.000009643879,0.00002901894,0.0001163622,0.0001455526,0.00006261042,0.001029134,0.00003005121,0.0002695293,0.001680294],"study_design_scores_gemma":[0.00001688285,0.0000587725,0.9988954,0.000003238134,0.00003754416,0.0001812608,0.0002193485,0.000118889,0.00008192338,0.00001791402,0.0003639279,0.000004855399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998426,0.00025948,0.00003213635,0.00009279436,0.000004839972,0.00001266615,0.0004664623,0.000002652364,0.00070312],"genre_scores_gemma":[0.9991135,0.0001512843,0.00006282726,0.00003125569,0.000007428189,0.000006626431,0.0004125224,0.000002193527,0.0002123262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4371087,"threshold_uncertainty_score":0.8793658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04331767380606222,"score_gpt":0.4005728756233597,"score_spread":0.3572552018172975,"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."}}