{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065322,0.0002951419,0.0005348315,0.0005955239,0.0003245745,0.0008073766,0.0003267786,0.0005449964,0.001574451],"category_scores_gemma":[0.002376986,0.0003680743,0.001801199,0.001148242,0.0002408554,0.0005595413,0.0004673505,0.0005949289,0.0002139883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102679,"about_ca_system_score_gemma":0.0003138369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002457637,"about_ca_topic_score_gemma":0.003664866,"domain_scores_codex":[0.9991415,0.0002364858,0.00007002096,0.00032364,0.0001087321,0.0001196438],"domain_scores_gemma":[0.9988557,0.0002893285,0.0003833056,0.0002118455,0.00008497217,0.0001748228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006496118,0.00003976811,0.9951976,0.00002909561,0.0009454532,0.000150593,0.00003234972,0.0001150739,0.0002467915,0.00003521049,0.0001696683,0.002388777],"study_design_scores_gemma":[0.00005734413,0.0002477525,0.996881,0.00001059555,0.0009536974,0.0003333772,0.0001185086,0.0006941073,0.00004426125,0.00007987559,0.0005709276,0.000008628959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997021,0.001701255,0.0002650881,0.00006052187,0.00001735973,0.00001275185,0.0004949145,0.00000615395,0.000420981],"genre_scores_gemma":[0.9991617,0.0003291021,0.00005144037,0.00002601608,0.00002317333,0.000006100443,0.0003156338,0.000003178473,0.00008358105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002457637,"threshold_uncertainty_score":0.005634069,"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."}}