{"id":"W3114147615","doi":"10.1016/j.ygyno.2021.04.007","title":"The attributive value of comprehensive surgical staging in clinically early-stage epithelial ovarian carcinoma: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stage (stratigraphy); Meta-analysis; Confidence interval; Cochrane Library; Internal medicine; Serous fluid; Oncology; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01906603,0.002523395,0.01661628,0.007740924,0.0007397245,0.003489768,0.002435619,0.002655012,0.002601529],"category_scores_gemma":[0.04809987,0.001498541,0.04021687,0.008565641,0.0009455627,0.001901163,0.001714237,0.001705696,0.0002268439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248247,"about_ca_system_score_gemma":0.003470826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007239248,"about_ca_topic_score_gemma":0.01430201,"domain_scores_codex":[0.9865825,0.006451206,0.003821896,0.00153373,0.001241707,0.0003690555],"domain_scores_gemma":[0.9571652,0.03417982,0.005101824,0.001150142,0.002038013,0.0003650705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001308002,0.00001623247,0.00976599,0.320677,0.6586847,0.0001460046,0.00009996325,0.0005109016,0.0001730428,0.0001135232,0.000374274,0.008130319],"study_design_scores_gemma":[0.0001911601,0.0000975451,0.00465626,0.0193706,0.9744015,0.00008220978,0.00003786,0.0001535633,0.00007635402,0.0001428202,0.0007724026,0.0000177496],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005714471,0.9926771,0.0004853945,0.0001569919,0.0001181032,0.0001670263,0.0004611932,0.00001759436,0.0002021821],"genre_scores_gemma":[0.3130015,0.6808606,0.002271357,0.0008990268,0.0003340323,0.001199799,0.001066798,0.00003961785,0.0003273462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01906603,"threshold_uncertainty_score":0.100832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370974660411838,"score_gpt":0.4287370893297064,"score_spread":0.2916396232885226,"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."}}