{"id":"W4205938445","doi":"10.1136/ijgc-2020-igcs.364","title":"419 Survival after minimally invasive surgery in early cervical cancer: is the uterine manipulator to blame?","year":2020,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Hysterectomy; Radical Hysterectomy; Cervical cancer; Retrospective cohort study; Surgery; Robotic surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007776898,0.000104975,0.0001576324,0.0002424348,0.0001934357,0.000453192,0.0003412794,0.0005131019,0.002068306],"category_scores_gemma":[0.003718874,0.00008269107,0.0003750689,0.0005072291,0.00045316,0.0004908026,0.0002653816,0.0004278847,0.0002335074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493811,"about_ca_system_score_gemma":0.0004350921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842649,"about_ca_topic_score_gemma":0.003412419,"domain_scores_codex":[0.9997612,0.00008602245,0.00001854886,0.00004053724,0.00004881706,0.0000447859],"domain_scores_gemma":[0.9977548,0.0004676415,0.001317265,0.0001334009,0.0001219659,0.0002050405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004725562,0.00002176018,0.9720391,0.0000499405,0.00005996667,0.0001750879,0.00009749039,0.0001096635,0.0003460639,0.00009171152,0.0005612683,0.02597539],"study_design_scores_gemma":[0.00001126316,0.0002059755,0.9971972,0.00009542782,0.00007423002,0.00054705,0.0003115811,0.0002191649,0.0001616243,0.0002330412,0.0009348963,0.000008481049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989003,0.006886282,0.0002374208,0.002400839,0.00005619031,0.000003768751,0.0001677335,0.000009460067,0.00123532],"genre_scores_gemma":[0.998507,0.0009817083,0.00007144082,0.000170133,0.00007456621,0.000001256345,0.00008771354,0.000002063877,0.0001041305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002068306,"threshold_uncertainty_score":0.006919205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06018139843836679,"score_gpt":0.342088620379198,"score_spread":0.2819072219408312,"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."}}