{"id":"W4306377036","doi":"10.3390/curroncol29100617","title":"Lymphadenectomy Benefits Small Cell Carcinoma of Ovary: A Population-Based Analysis","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chromatin Remodeling and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Hospital Development Center; Shanghai Municipal Health Commission","keywords":"Medicine; Lymphadenectomy; Internal medicine; Population; Proportional hazards model; Retrospective cohort study; Oncology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001553921,0.0001114455,0.000239051,0.0001292378,0.00009391064,0.000003508708,0.0001931122,0.00006701172,0.0001432621],"category_scores_gemma":[0.00001639241,0.0001203834,0.0002130945,0.0003168696,0.00002217951,8.426813e-7,0.0001209496,0.00007919809,0.00000119225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058524,"about_ca_system_score_gemma":0.000261901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001593367,"about_ca_topic_score_gemma":0.00009812626,"domain_scores_codex":[0.9990119,0.0001302922,0.0002575713,0.0003000205,0.000127427,0.0001727799],"domain_scores_gemma":[0.9993823,0.00002203698,0.0001787392,0.000291447,0.00007290656,0.00005256701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002135649,0.0008951573,0.7706584,0.0001013958,0.0001903567,0.000003027386,0.0001154237,0.1713485,0.0239573,0.0000566706,0.001121753,0.03133846],"study_design_scores_gemma":[0.01029988,0.004020757,0.5791643,0.00002512145,0.002545248,0.00002833561,0.0005002391,0.1266286,0.120426,0.0001664798,0.154693,0.001502075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930062,0.005116002,0.0009649515,0.00005044785,0.0003386154,0.0001107257,0.00009335569,0.000008970937,0.0003107413],"genre_scores_gemma":[0.9983875,0.00003105003,0.0003713014,0.00007918571,0.00009926045,0.00006552863,0.0009007378,0.00001273926,0.00005269004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914941,"threshold_uncertainty_score":0.4909092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0440159677874986,"score_gpt":0.3176110693916334,"score_spread":0.2735951016041348,"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."}}