{"id":"W4309205382","doi":"10.1016/j.ygyno.2022.10.018","title":"Lifestyle and personal factors associated with having macroscopic residual disease after ovarian cancer primary cytoreductive surgery","year":2022,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Medical Research and Materiel Command; Wellcome Trust; National Center for Advancing Translational Sciences; Peter MacCallum Foundation; Medical Research Council; Ovarian Cancer Australia; National Cancer Institute; Ovarian Cancer Research Fund; National Institutes of Health; Cancer Australia; Cancer Research UK; Roswell Park Cancer Institute","keywords":"Medicine; Ovarian cancer; Tubal ligation; Odds ratio; Disease; Body mass index; Gynecology; Debulking; Logistic regression; Breast cancer; Oncology; Obstetrics; Internal medicine; Cancer; Population; Family planning","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":[0.000249834,0.0001634622,0.0001842759,0.0003963762,0.0003443845,0.0004990042,0.0002613158,0.0005177808,0.002772491],"category_scores_gemma":[0.002463895,0.0001508675,0.0005933074,0.000683646,0.0002720576,0.0003217867,0.0003298432,0.0007930717,0.0001721167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801194,"about_ca_system_score_gemma":0.0003865875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00797377,"about_ca_topic_score_gemma":0.01279293,"domain_scores_codex":[0.9997746,0.00004817187,0.00002824445,0.00003460391,0.00003996728,0.00007438739],"domain_scores_gemma":[0.9985002,0.0003149697,0.0006032515,0.00007943763,0.00008224096,0.000419897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001184814,0.0001221487,0.9981387,0.00001112271,0.00006036351,0.00008654859,0.00006498022,0.00004165951,0.0001325775,0.00001380035,0.00006100904,0.001148682],"study_design_scores_gemma":[0.000002622142,0.00006750397,0.9995279,0.00000378735,0.00001579213,0.00007513439,0.0001426545,0.00006672484,0.0000140759,0.00001125994,0.00007051951,0.000001975836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983765,0.0003621211,0.000029098,0.0001758207,0.00002211152,0.000005251311,0.0002031574,0.000002539676,0.0008234736],"genre_scores_gemma":[0.9993902,0.0001319721,0.00002619096,0.00004103363,0.00002108279,0.000002088531,0.0001419837,0.000001010901,0.0002443622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00797377,"threshold_uncertainty_score":0.01585472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916975467546323,"score_gpt":0.2865152862184236,"score_spread":0.2573455315429604,"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."}}