{"id":"W2131519508","doi":"","title":"Pretreatment proliferation parameters do not add predictive power to clinical factors in cervical cancer treated with definitive radiation therapy.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Univariate analysis; Lymph node; Internal medicine; Radiation therapy; Stage (stratigraphy); Gastroenterology; Cancer; Cervical cancer; Oncology; Pathology; Urology; Multivariate analysis; Biology","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":[0.00037433,0.0001886368,0.0002954829,0.0003351874,0.0001856453,0.0003322462,0.0002155292,0.0003928139,0.001449902],"category_scores_gemma":[0.003085639,0.0001226831,0.0001505855,0.0003144056,0.0002772411,0.0002571763,0.0001801561,0.0003755016,0.0002743861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766508,"about_ca_system_score_gemma":0.0001987394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005132672,"about_ca_topic_score_gemma":0.000895838,"domain_scores_codex":[0.9998417,0.00003763043,0.00001952344,0.00003789759,0.00003758764,0.0000256808],"domain_scores_gemma":[0.9986219,0.0005677399,0.0004643631,0.00007908582,0.00008867021,0.0001781323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003080199,0.00001247732,0.9939408,0.00001229205,0.00001563332,0.0000592421,0.0000157111,0.00005298611,0.000727742,0.000004297074,0.00006161784,0.004789124],"study_design_scores_gemma":[0.00001093167,0.0003172847,0.9979087,0.000006662847,0.00003220737,0.0006810261,0.00004977791,0.0002981896,0.000401069,0.0000212391,0.0002704367,0.000002586095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981035,0.001258086,0.0001400089,0.00006128388,0.000007499036,0.000006582671,0.000119846,0.000008592982,0.0002945526],"genre_scores_gemma":[0.999562,0.0001057033,0.00006480794,0.00001408172,0.00001074755,0.000004601752,0.000170198,0.000001158229,0.00006677958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001449902,"threshold_uncertainty_score":0.004850447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591249835883295,"score_gpt":0.3105746615200038,"score_spread":0.2514496779316743,"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."}}