{"id":"W2997664396","doi":"10.1136/ijgc-2019-000928","title":"Does small volume metastatic lymph node disease affect long-term prognosis in early cervical cancer?","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Micrometastasis; Lymphadenectomy; Cervical cancer; Sentinel lymph node; Lymph node; Lymph; Stage (stratigraphy); Sentinel node; Cancer; Adjuvant therapy; Radiology; Oncology; Metastasis; Surgery; Internal medicine; Breast cancer; 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":[0.0004813842,0.0001709582,0.0003041896,0.0004070643,0.0002557934,0.0006619081,0.0003317967,0.0005727783,0.002052685],"category_scores_gemma":[0.003601953,0.0001147107,0.0005807442,0.0005939603,0.0002813457,0.0007674833,0.0002848502,0.000458184,0.0003518427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339807,"about_ca_system_score_gemma":0.0003674779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003201552,"about_ca_topic_score_gemma":0.01019459,"domain_scores_codex":[0.9998391,0.00004704433,0.00001770626,0.00002106492,0.00002728464,0.00004768738],"domain_scores_gemma":[0.9989698,0.000313793,0.0003374469,0.00004631723,0.0001268852,0.0002057649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008558378,0.00005219735,0.9790349,0.00006279203,0.0001188575,0.0002640723,0.00009110868,0.0001402175,0.000370212,0.00005418476,0.0002853984,0.0186703],"study_design_scores_gemma":[0.00001152155,0.000247957,0.9980778,0.0000284642,0.0001372567,0.000304826,0.0002511805,0.0001583114,0.00006496448,0.0001841031,0.000527955,0.000005752348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850479,0.01022158,0.0001287391,0.001221028,0.0001074196,0.00001123122,0.0004640369,0.000006494455,0.002791579],"genre_scores_gemma":[0.9976447,0.001550214,0.00004380346,0.0001078526,0.00008838581,0.000002989512,0.0001955302,0.000001928367,0.0003646557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003201552,"threshold_uncertainty_score":0.006866932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118253854524904,"score_gpt":0.3333785630452046,"score_spread":0.3021960244999555,"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."}}