{"id":"W3120292946","doi":"10.1136/ijgc-2020-esgo.218","title":"594 Impact of the covid pandemic on gynaecological cancer surgery – results from the covidsurg gynaecological cancer international study","year":2020,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute; Centre for Global Health Research","funders":"","keywords":"Medicine; Perioperative; Pandemic; Coronavirus disease 2019 (COVID-19); Radiation therapy; Cancer; Elective surgery; General surgery; Surgery; Internal medicine; Disease","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":[0.001091204,0.000219432,0.0002808422,0.0009181962,0.0007143925,0.001547531,0.0004401621,0.0007603264,0.006971711],"category_scores_gemma":[0.004735366,0.0002292065,0.001382453,0.00314226,0.0004659942,0.0009357219,0.002677229,0.001214896,0.0006451347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140573,"about_ca_system_score_gemma":0.003233156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07375343,"about_ca_topic_score_gemma":0.1294432,"domain_scores_codex":[0.9989968,0.0003090431,0.00007961763,0.00008197672,0.0001638278,0.0003687122],"domain_scores_gemma":[0.9978308,0.0003382659,0.0008621964,0.00009929588,0.0002759001,0.0005935873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677693,0.0002308195,0.9824855,0.0002068656,0.0003104271,0.0001535277,0.0005842295,0.0001828173,0.00005660144,0.0004362568,0.005559326,0.009325887],"study_design_scores_gemma":[0.00004020852,0.0001324506,0.9905915,0.0001741026,0.0001396012,0.00006823529,0.003717904,0.00006601908,0.00003182327,0.00009946466,0.004925666,0.00001302932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648573,0.003475538,0.00006823824,0.00409555,0.0001335441,0.0001066145,0.01382654,0.000007587472,0.01342917],"genre_scores_gemma":[0.9839749,0.00277706,0.00009511921,0.001454471,0.0001023836,0.00008756469,0.009237665,0.00001101049,0.00225983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07375343,"threshold_uncertainty_score":0.1466482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2122118667215521,"score_gpt":0.4650149120712619,"score_spread":0.2528030453497098,"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."}}