{"id":"W2152144762","doi":"10.1200/jco.2008.16.3964","title":"Quality Control in Sentinel Lymph Node Biopsy in Cervical Cancer","year":2008,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sentinel lymph node; Biopsy; Cervical cancer; Cancer; Lymph node; Oncology; Radiology; Pathology; Internal medicine; Breast cancer","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2796572,0.0005105238,0.002023197,0.002877894,0.001069792,0.004506174,0.002748492,0.001791827,0.0004973516],"category_scores_gemma":[0.3856396,0.0005671478,0.001771697,0.004181483,0.002897492,0.001602201,0.002188293,0.001808442,0.00008142897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006186079,"about_ca_system_score_gemma":0.0050467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024325,"about_ca_topic_score_gemma":0.008268743,"domain_scores_codex":[0.7047355,0.1926841,0.03153024,0.01182686,0.05734121,0.001882066],"domain_scores_gemma":[0.4983208,0.3059683,0.1069023,0.02351738,0.06215289,0.003138417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002782484,0.0002422988,0.5344663,0.00828176,0.007025459,0.0003402481,0.003789252,0.00425513,0.001204016,0.009803857,0.01501766,0.4127916],"study_design_scores_gemma":[0.0009137124,0.003322705,0.8803953,0.005948658,0.004974992,0.001462107,0.001353111,0.02343897,0.00397225,0.0173707,0.05648868,0.0003588028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.2941694,0.4982349,0.1269354,0.05662766,0.007682922,0.002369882,0.001681402,0.0005708252,0.0117277],"genre_scores_gemma":[0.9577093,0.0110769,0.02091658,0.006771069,0.00174616,0.0006743902,0.0005834849,0.0001288104,0.0003933492],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2796572,"threshold_uncertainty_score":0.8883108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720771840315181,"score_gpt":0.4936050907138527,"score_spread":0.3215279066823347,"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."}}