{"id":"W3161066864","doi":"10.1016/j.jogc.2021.04.014","title":"Sentinel Lymph Node Sampling as an Alternative to Lymphadenectomy in Patients With Endometrial Cancer and Obesity","year":2021,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Azrieli Foundation; Israel Cancer Research Fund","keywords":"Medicine; Endometrial cancer; Lymphadenectomy; Sentinel lymph node; Lymph node; Dissection (medical); Sampling (signal processing); Surgery; Retrospective cohort study; Carcinoma; Cancer; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003572275,0.0001501127,0.0003250461,0.0003482196,0.000222588,0.0004199563,0.0001421593,0.0003767699,0.001926263],"category_scores_gemma":[0.001995486,0.0001160087,0.0002827373,0.0003726087,0.0002018538,0.0003289096,0.0001827229,0.0003801742,0.00009446045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335811,"about_ca_system_score_gemma":0.0009752185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575971,"about_ca_topic_score_gemma":0.01781526,"domain_scores_codex":[0.9998533,0.00005638819,0.00001239699,0.00001420141,0.00003349912,0.00003023094],"domain_scores_gemma":[0.9996685,0.0001572104,0.00005794228,0.000007632361,0.00002222751,0.00008652464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009143024,0.0003811934,0.8425288,0.0002821032,0.0001598052,0.003389582,0.0002217653,0.0007641432,0.002473167,0.0003667747,0.002192297,0.1380974],"study_design_scores_gemma":[0.0008869703,0.004204419,0.9735284,0.0003437936,0.0003991545,0.009562735,0.001816785,0.002840197,0.0007377735,0.001167801,0.004486422,0.00002561506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812867,0.01167053,0.0001875815,0.001634375,0.0002246344,0.00002614862,0.0001266302,0.0000073741,0.004835961],"genre_scores_gemma":[0.9961209,0.002683866,0.0003059916,0.0003176758,0.0001249214,0.000006612419,0.00007411144,0.000002137559,0.0003638831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004575971,"threshold_uncertainty_score":0.009098649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778891557387232,"score_gpt":0.2736436635535048,"score_spread":0.2558547479796325,"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."}}