{"id":"W3133784574","doi":"10.1111/cob.12445","title":"Preoperative weight loss in women with obesity in gynaecologic oncology: A retrospective study","year":2021,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Weight loss; McNemar's test; Body mass index; Retrospective cohort study; Statistical significance; Obesity; Perioperative; Surgery; Internal medicine","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":[0.0005627837,0.0001782893,0.0003794093,0.001259704,0.0003275184,0.0003745929,0.0002376876,0.0003224872,0.001310883],"category_scores_gemma":[0.001675058,0.0002895951,0.0004132793,0.001486388,0.0002828834,0.0003930407,0.0003155578,0.0002639719,0.0002484055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458034,"about_ca_system_score_gemma":0.0003607468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210943,"about_ca_topic_score_gemma":0.001435731,"domain_scores_codex":[0.9995037,0.00008399071,0.0001436189,0.00009913726,0.0001018268,0.00006766914],"domain_scores_gemma":[0.9985566,0.0002799626,0.0008210098,0.00008154986,0.0001234336,0.0001375079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000120306,0.00004573486,0.9968534,0.00008595781,0.0000383535,0.0006736984,0.00007320184,0.00001099345,0.0001870585,0.00001289566,0.0001188274,0.001779647],"study_design_scores_gemma":[0.00001780937,0.0005150975,0.9911571,0.00006158619,0.0000888435,0.006415672,0.0005827553,0.00008063691,0.0001367233,0.00001503263,0.0009205771,0.000008212306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969981,0.002090872,0.00008507825,0.00002487328,0.00001108362,0.00004924007,0.000335612,0.000002868079,0.0004023246],"genre_scores_gemma":[0.9984289,0.0008212772,0.0001089328,0.00004997838,0.00002195936,0.00005487178,0.0003987979,0.000002338184,0.0001129066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310883,"threshold_uncertainty_score":0.004385352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213345847820359,"score_gpt":0.3763947502236807,"score_spread":0.3342612917454771,"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."}}