{"id":"W1997326814","doi":"10.1016/j.ygyno.2007.02.008","title":"Sentinel lymph nodes in early stage cervical cancer","year":2007,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Sentinel lymph node; Lymphadenectomy; Lymph; Cervical cancer; Stage (stratigraphy); Lymph node; Surgery; Biopsy; Sentinel node; Radiology; Cancer; Breast cancer; Internal medicine; Pathology","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":[0.0005555713,0.0001191825,0.0002823375,0.0005080734,0.0002340008,0.0003220645,0.0001960732,0.0005147517,0.002224845],"category_scores_gemma":[0.002132931,0.0001081118,0.0001393381,0.0003849176,0.0002901313,0.0003913504,0.0001819675,0.0004010792,0.0001507576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038041,"about_ca_system_score_gemma":0.00112829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004246393,"about_ca_topic_score_gemma":0.01288294,"domain_scores_codex":[0.9998821,0.00004792396,0.000009942276,0.000008849626,0.00002922766,0.00002206808],"domain_scores_gemma":[0.9994919,0.000280561,0.00006823954,0.00000964921,0.00005409736,0.00009549321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002912044,0.00026767,0.7096553,0.001082544,0.00006422154,0.006998808,0.000551182,0.0009983202,0.005664268,0.001058936,0.006650646,0.2640961],"study_design_scores_gemma":[0.0005020424,0.003344518,0.9128855,0.001314894,0.0004297109,0.03771183,0.00328384,0.002668694,0.003163832,0.005121028,0.02953345,0.00004064832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700097,0.09620948,0.00101578,0.006742743,0.0007101193,0.0000783109,0.0003820877,0.00002181669,0.02482994],"genre_scores_gemma":[0.9745935,0.0215676,0.0006640276,0.0006074629,0.0005522537,0.0000242914,0.0001376669,0.000003251682,0.001850079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004246393,"threshold_uncertainty_score":0.008443356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400317143669549,"score_gpt":0.3619925614771838,"score_spread":0.3219608471102289,"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."}}