{"id":"W3032917453","doi":"10.1001/jamaoncol.2020.1694","title":"Survival After Minimally Invasive vs Open Radical Hysterectomy for Early-Stage Cervical Cancer","year":2020,"lang":"en","type":"review","venue":"JAMA Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Cervical cancer; Observational study; Hysterectomy; Randomized controlled trial; Meta-analysis; Radical Hysterectomy; Confounding; Stage (stratigraphy); Surgery; Cancer; Internal medicine","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":[0.01705929,0.001062336,0.00649016,0.003312849,0.0002319346,0.002435335,0.001226329,0.001531212,0.001959371],"category_scores_gemma":[0.048514,0.000530208,0.02047173,0.003440032,0.0005504988,0.001343901,0.0009114319,0.0015107,0.0001364828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375542,"about_ca_system_score_gemma":0.00157428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556949,"about_ca_topic_score_gemma":0.004403665,"domain_scores_codex":[0.9865876,0.007451963,0.002964167,0.001316045,0.001482283,0.0001980411],"domain_scores_gemma":[0.9598262,0.03123958,0.006835774,0.0007712448,0.00107215,0.0002550902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01335831,0.00008569376,0.0407348,0.2841151,0.6064059,0.0001837395,0.0002266629,0.001441782,0.0005765991,0.0004808396,0.001394634,0.05099593],"study_design_scores_gemma":[0.003530479,0.002175926,0.05605328,0.0624181,0.8677672,0.0003316946,0.0002409903,0.0008378259,0.0006009081,0.001594637,0.004354089,0.00009480787],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01797755,0.9795569,0.0005111053,0.0005302174,0.0002810362,0.0001175809,0.0006674893,0.00001347942,0.0003446869],"genre_scores_gemma":[0.5466837,0.4464268,0.002258093,0.00141111,0.0009274443,0.000511873,0.001364047,0.000025606,0.0003913589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01705929,"threshold_uncertainty_score":0.0902192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094907911900193,"score_gpt":0.4247986267123997,"score_spread":0.3153078355223804,"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."}}