{"id":"W2614076649","doi":"10.1097/igc.0000000000000989","title":"Simple Vaginal Trachelectomy","year":2017,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Trachelectomy; Pelvic exenteration; Stage (stratigraphy); Cervical cancer; Lymphovascular invasion; Surgery; Lymph node; Dissection (medical); Adenocarcinoma; Cancer; Internal medicine; Metastasis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001775016,0.0001008527,0.00029652,0.00009236439,0.00009509585,0.00008066949,0.0004418654,0.00007442211,0.005088302],"category_scores_gemma":[0.0008457103,0.00006393914,0.000220148,0.00003951491,0.00009347616,0.0001839819,0.00006461153,0.0002531428,0.00002312275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191234,"about_ca_system_score_gemma":0.0001749354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008143593,"about_ca_topic_score_gemma":0.00003250861,"domain_scores_codex":[0.9988148,0.0000205502,0.0003308506,0.000118078,0.000559429,0.0001563281],"domain_scores_gemma":[0.9985118,0.0001284705,0.0004337699,0.0001308319,0.0006217067,0.0001734498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002863714,0.0007661875,0.7227471,0.0000129926,0.001035243,0.001778073,0.00003730845,0.00001982212,0.002580335,0.0005753614,0.003483861,0.2641],"study_design_scores_gemma":[0.006035945,0.0009844934,0.9296754,0.00004496567,0.0001391529,0.0002326215,0.00001302236,0.00002025687,0.003305933,0.002242631,0.05721861,0.00008694304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765254,0.0007831881,0.0001410847,0.0101161,0.00174911,0.0001001389,0.00001786191,0.00001113599,0.01055599],"genre_scores_gemma":[0.9959173,0.0004416161,0.0003339036,0.001340743,0.001391497,0.000009269128,0.000002939771,0.000007247877,0.0005554458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2640131,"threshold_uncertainty_score":0.9958212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167931698252111,"score_gpt":0.3989455529319204,"score_spread":0.3472662359493993,"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."}}