{"id":"W3091958610","doi":"10.1136/ijgc-2020-001816","title":"Survival after minimally invasive surgery in early cervical cancer: is the intra-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":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Blame; Cervical cancer; Invasive surgery; Uterine cancer; Gynecologic surgical procedures; General surgery; Gynecology; Surgery; Laparoscopy; Cancer; Internal medicine; Psychiatry","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":[0.000967085,0.0001652421,0.0004114677,0.0002427741,0.000346163,0.0006558282,0.000436283,0.0008574234,0.003892079],"category_scores_gemma":[0.005171846,0.00006331216,0.0004833243,0.0004480793,0.0004551295,0.001035257,0.0004690226,0.00130627,0.000371697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003847332,"about_ca_system_score_gemma":0.0008924276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523539,"about_ca_topic_score_gemma":0.004488489,"domain_scores_codex":[0.9996753,0.0001271989,0.00002322317,0.00003787444,0.00005724545,0.00007926882],"domain_scores_gemma":[0.9977729,0.0008413839,0.0006234718,0.0001253892,0.0002363459,0.0004004937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004951436,0.0003240261,0.4291463,0.0007540521,0.0004397764,0.0007230979,0.0007994558,0.000827105,0.001340053,0.002395386,0.01455583,0.5437436],"study_design_scores_gemma":[0.0001980658,0.002945649,0.9644989,0.001127611,0.0007662835,0.001456287,0.002065456,0.0007778283,0.0003839704,0.006435694,0.01928034,0.00006384804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8011501,0.1136673,0.001060121,0.06837813,0.001448574,0.00002502185,0.001050061,0.00005072488,0.01316999],"genre_scores_gemma":[0.9808859,0.01255976,0.0002715036,0.003237008,0.001376418,0.00001160325,0.0004226114,0.000009562606,0.001225621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003892079,"threshold_uncertainty_score":0.01302028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05377912807909555,"score_gpt":0.3348885600603391,"score_spread":0.2811094319812435,"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."}}