{"id":"W2791813598","doi":"10.1016/s1470-2045(18)30110-4","title":"Vulvar field resection: innovative procedure or same old?","year":2018,"lang":"en","type":"letter","venue":"The Lancet Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Resection; MEDLINE; Surgery; Medical physics","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":[0.002959867,0.0005789594,0.001317027,0.0008006014,0.002430369,0.003268375,0.001378658,0.04624414,0.01243677],"category_scores_gemma":[0.01981388,0.0005086139,0.0009227124,0.0005974262,0.003578179,0.006566825,0.001896533,0.03521485,0.005547386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003354658,"about_ca_system_score_gemma":0.003568769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913796,"about_ca_topic_score_gemma":0.00667393,"domain_scores_codex":[0.9971397,0.0009531378,0.0003453976,0.0003738061,0.0007099431,0.0004779678],"domain_scores_gemma":[0.994225,0.003190943,0.0004571332,0.000170763,0.0007767133,0.001179577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001033558,0.00005728336,0.00118083,0.0001569437,0.00002339444,0.003363652,0.0001510892,0.00008674352,0.0002565274,0.00847018,0.9543664,0.03178357],"study_design_scores_gemma":[0.0002546294,0.0001326189,0.0008899158,0.0006756078,0.00004186711,0.006870843,0.0008207242,0.0003228691,0.0001721228,0.02680098,0.9629414,0.00007649553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001979731,0.003552582,0.00005046295,0.9852637,0.009197458,0.000003017034,0.00001968656,0.000008442428,0.001706661],"genre_scores_gemma":[0.005129073,0.005332293,0.0002032741,0.9186421,0.06627154,0.00001545069,0.00003143343,0.00001727493,0.00435753],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04624414,"threshold_uncertainty_score":0.04160517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09205123661033167,"score_gpt":0.3879892835994605,"score_spread":0.2959380469891288,"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."}}