{"id":"W4415525967","doi":"10.2139/ssrn.5640371","title":"Survival comparison analysis between cervical squamous cell carcinoma and adenocarcinoma with a special focus on the HPV status","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Adenocarcinoma; Proportional hazards model; Retrospective cohort study; Lymph node; Distant metastasis; Stage (stratigraphy); Adjuvant therapy; Cervical cancer; Basal cell","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":[0.003880731,0.0006482379,0.001705895,0.00147594,0.0002828556,0.0009475008,0.0009578888,0.0007888437,0.01762485],"category_scores_gemma":[0.009443829,0.0002209343,0.004987064,0.001027367,0.0003922607,0.001293893,0.0009062734,0.001352429,0.0007115738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005867059,"about_ca_system_score_gemma":0.0008099496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204503,"about_ca_topic_score_gemma":0.00209933,"domain_scores_codex":[0.9978357,0.0009282785,0.0001589077,0.0004765971,0.0002190208,0.0003815781],"domain_scores_gemma":[0.9935081,0.005228698,0.0002931874,0.0003140796,0.0002796446,0.0003762225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1269584,0.0007738238,0.7020276,0.002854507,0.02795473,0.0008378424,0.0005557762,0.005735962,0.00341931,0.003399974,0.009741056,0.1157411],"study_design_scores_gemma":[0.003024854,0.02661294,0.8746243,0.0003376489,0.02734953,0.002100494,0.003237468,0.03630143,0.002835397,0.01282103,0.01060951,0.0001454206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753597,0.0082244,0.005633101,0.0007151099,0.0008464867,0.00009243991,0.005474919,0.00008763552,0.003566137],"genre_scores_gemma":[0.9932511,0.0005502907,0.0006174206,0.0000975689,0.0002803708,0.00006444152,0.002352657,0.00003373043,0.002752282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762485,"threshold_uncertainty_score":0.05896103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790493072060772,"score_gpt":0.3097996457476137,"score_spread":0.281894715027006,"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."}}