{"id":"W2954005467","doi":"10.1016/j.ygyno.2019.06.021","title":"Effectiveness of postoperative chemotherapy for stage IC mucinous ovarian cancer","year":2019,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Cancer Institute","keywords":"Medicine; Chemotherapy; Hazard ratio; Lymphadenectomy; Ovarian cancer; Surgery; Cancer; Stage (stratigraphy); Internal medicine; Confidence interval; Retrospective cohort study; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004161504,0.000186587,0.0008036083,0.00007975375,0.00004544271,0.00000475751,0.00008781193,0.0002405506,0.002010773],"category_scores_gemma":[0.00008638177,0.0001379569,0.0001571349,0.0001332847,0.00008180509,0.00003800633,0.00002681086,0.000118278,0.00003833798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007944004,"about_ca_system_score_gemma":0.0006643721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000214394,"about_ca_topic_score_gemma":0.00008068296,"domain_scores_codex":[0.9987561,0.0001612824,0.0002615452,0.0004099263,0.0000993589,0.000311774],"domain_scores_gemma":[0.9982795,0.0009975284,0.0001644106,0.0002765753,0.0001987345,0.00008325794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009162708,0.00623686,0.760928,0.001784422,0.002318849,0.0001666187,0.001316756,0.0003103879,0.07372972,0.01749578,0.001719006,0.1248308],"study_design_scores_gemma":[0.02224709,0.01825969,0.8625545,0.0001447951,0.0002333275,0.00001961129,0.000203824,0.00008788193,0.04532618,0.0003901904,0.05031635,0.0002165715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844956,0.0006257226,0.0001619663,0.003964403,0.0008556061,0.003408909,0.0000813644,0.00003931472,0.006367052],"genre_scores_gemma":[0.9944462,0.0002603594,0.001266915,0.001634279,0.00005278273,0.001067407,0.00003066758,0.00002427414,0.001217151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246143,"threshold_uncertainty_score":0.9989015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983989012743003,"score_gpt":0.3431664510514473,"score_spread":0.3233265609240172,"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."}}