{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003850704,0.0007423896,0.00564289,0.0002168928,0.00008009592,0.0001153594,0.000828251,0.001346229,0.003715829],"category_scores_gemma":[0.0007892549,0.0005274242,0.001170229,0.0006538673,0.0001908749,0.0001273368,0.0007510942,0.001010358,0.0003900594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665294,"about_ca_system_score_gemma":0.004380254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008406164,"about_ca_topic_score_gemma":0.0009999287,"domain_scores_codex":[0.9958947,0.0005985778,0.001153849,0.001173859,0.0004267169,0.0007522984],"domain_scores_gemma":[0.9954701,0.002526553,0.0005217278,0.0004922207,0.0001966621,0.0007927439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007918804,0.0005247192,0.0005164347,0.01690818,0.001868977,0.001789937,0.0001071258,2.168287e-8,9.152321e-7,0.00008926381,0.003302626,0.966973],"study_design_scores_gemma":[0.01414063,0.005077075,0.0009622777,0.004257352,0.004161673,0.00008002645,0.00001825617,7.725981e-7,0.000004667725,0.00003328684,0.9708013,0.0004626612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003016768,0.9758266,0.00001219358,0.005386582,0.001671969,0.006855459,0.00142483,0.00007183883,0.008448843],"genre_scores_gemma":[0.0001894783,0.9773886,0.00113302,0.004498302,0.003609705,0.008575133,0.0005177623,0.0001660065,0.00392203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674987,"threshold_uncertainty_score":0.9999502,"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."}}