{"id":"W2030060789","doi":"10.1006/gyno.2002.6815","title":"Is There a Role for Pelvic Lymph Node Debulking in Advanced Cervical Cancer?","year":2002,"lang":"en","type":"review","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pediatric Oncology Group; University of Toronto","funders":"","keywords":"Debulking; Medicine; Cervical cancer; Randomized controlled trial; Surgery; Lymph node; Tumor Debulking; Stage (stratigraphy); Population; Cancer; Ovarian cancer; Internal medicine; Chemotherapy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002913594,0.0006834883,0.004240624,0.0004164301,0.0001013706,0.00001493935,0.0003790951,0.001272536,0.004020752],"category_scores_gemma":[0.0005252069,0.000478149,0.0009265867,0.0009014317,0.00009887772,0.00004788849,0.0001554882,0.0006286844,0.0002470682],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003942246,"about_ca_system_score_gemma":0.001071141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008768,"about_ca_topic_score_gemma":0.0003633469,"domain_scores_codex":[0.9964113,0.0002658659,0.001079527,0.001024215,0.0002475701,0.0009714711],"domain_scores_gemma":[0.9963134,0.002296717,0.0005361993,0.0004693839,0.0001111322,0.0002731922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002141925,0.000794592,0.001129222,0.006598029,0.0003511083,0.0002482478,0.00006133837,0.000002026333,6.633401e-7,0.00003788798,0.0002760071,0.9902867],"study_design_scores_gemma":[0.007566676,0.00162707,0.002280327,0.002907914,0.001849976,0.00009157279,0.00004932567,0.00003518837,0.000001575259,0.0003420166,0.9828179,0.0004304015],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004454326,0.9820175,0.00000713038,0.0008816694,0.0009112094,0.003114876,0.0001654221,0.0000999115,0.01235686],"genre_scores_gemma":[0.0007357609,0.9883464,0.001059772,0.002092177,0.0005158041,0.005256492,0.0001429249,0.00009101068,0.001759655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898563,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0813169442767317,"score_gpt":0.4009359092505262,"score_spread":0.3196189649737946,"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."}}