{"id":"W2105230882","doi":"10.1016/j.ygyno.2011.04.002","title":"Value of sentinel node mapping in cancer of the cervix","year":2011,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Sentinel node; Cervix; Value (mathematics); Cancer; Cervical cancer; Gynecology; Internal medicine; Statistics; Mathematics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008337016,0.0001991939,0.0004468445,0.0003771752,0.0001377337,0.0004073234,0.0002125351,0.0004162339,0.001967336],"category_scores_gemma":[0.007652632,0.00008170673,0.0002969503,0.00030349,0.0002774989,0.0005248394,0.0001696335,0.0004422971,0.0001208987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941758,"about_ca_system_score_gemma":0.0006082429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609172,"about_ca_topic_score_gemma":0.003542458,"domain_scores_codex":[0.9996259,0.0002509794,0.00001680356,0.00002214384,0.00006092481,0.00002319668],"domain_scores_gemma":[0.9965175,0.002913425,0.0001825706,0.00007014425,0.0001694866,0.0001467553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008473206,0.000233968,0.3725906,0.000973703,0.0003909083,0.002130006,0.0001963046,0.008059855,0.005240128,0.001799104,0.00318349,0.5967286],"study_design_scores_gemma":[0.0008029079,0.009664794,0.8804162,0.001620069,0.002502864,0.01787202,0.002040477,0.03715133,0.008463165,0.01812229,0.02123051,0.0001134173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8705087,0.09606979,0.002091876,0.00869309,0.0006003319,0.00002293661,0.0002783505,0.0000456282,0.02168919],"genre_scores_gemma":[0.9892905,0.008907869,0.0005808712,0.0003091484,0.0003264162,0.000004533085,0.00005979185,0.000005529971,0.0005153628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001967336,"threshold_uncertainty_score":0.006581426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08578719248657748,"score_gpt":0.3379152673967168,"score_spread":0.2521280749101393,"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."}}