{"id":"W3169384593","doi":"10.1016/j.jogc.2021.05.016","title":"Effects of Surgical Delay Due to COVID-19 on Women Requiring Emergency Gynaecological Surgery","year":2021,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Emergency surgery; Medical emergency; General surgery; Emergency medicine; Surgery; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001425927,0.0002154893,0.0005032987,0.001021256,0.002631782,0.001787306,0.001047588,0.001192957,0.01468917],"category_scores_gemma":[0.02592484,0.0002456663,0.00122323,0.001999418,0.0008338554,0.0006130528,0.00235164,0.002923635,0.0004371725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0153791,"about_ca_system_score_gemma":0.03364785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8170073,"about_ca_topic_score_gemma":0.8550394,"domain_scores_codex":[0.9972752,0.0004665367,0.0001927221,0.0001704807,0.0004997472,0.0013953],"domain_scores_gemma":[0.9802832,0.003665878,0.004168122,0.0003354853,0.003937619,0.007609581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002529088,0.0004864247,0.9593783,0.000300453,0.0002903311,0.0004643915,0.001374111,0.0004803354,0.00009928678,0.0008704714,0.007559224,0.0261676],"study_design_scores_gemma":[0.00007948166,0.0003925429,0.989258,0.0004132626,0.0001760662,0.0001383843,0.005102168,0.0001941078,0.00003865604,0.0002221186,0.003950075,0.00003517049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945209,0.007241313,0.00006190424,0.01795745,0.0006242527,0.000157157,0.006539654,0.00001864238,0.02219062],"genre_scores_gemma":[0.9935623,0.002348774,0.00008461058,0.001135322,0.0001857437,0.00002631856,0.0008872332,0.000009301232,0.001760401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829927,"threshold_uncertainty_score":0.3681407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378808927695033,"score_gpt":0.3198676497455989,"score_spread":0.2860795604686486,"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."}}