{"id":"W4280587697","doi":"10.1016/j.jogc.2022.02.049","title":"Standard Versus Extended Neoadjuvant Chemotherapy: A Canadian Tertiary Centre Cohort Study of Ovarian Cancer Care Amidst the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Chemotherapy; Perioperative; Cohort; Debulking; Internal medicine; Retrospective cohort study; Neoadjuvant therapy; Surgery; Oncology; Cancer; Ovarian cancer; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001803387,0.000706719,0.001099135,0.001091403,0.00405558,0.002751743,0.002755652,0.002103464,0.004397138],"category_scores_gemma":[0.006553996,0.0008940119,0.00184068,0.005510792,0.001471103,0.001068278,0.002404383,0.003237137,0.0003414989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02541686,"about_ca_system_score_gemma":0.04362459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9726163,"about_ca_topic_score_gemma":0.983074,"domain_scores_codex":[0.9960736,0.0003924895,0.0002063107,0.0006681191,0.0006622872,0.001997223],"domain_scores_gemma":[0.9946145,0.0004552458,0.001554287,0.0003644616,0.001162601,0.001848924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006310611,0.0001673769,0.9936047,0.00003810781,0.0003173024,0.0001173142,0.001176262,0.00008313714,0.0001372835,0.0002167878,0.00165039,0.001860202],"study_design_scores_gemma":[0.0000789837,0.0001061544,0.9950078,0.00006479845,0.0001246023,0.00007833938,0.003387991,0.0002232375,0.00001919061,0.00007505992,0.0007981725,0.00003577353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993316,0.0009348422,0.00007178965,0.001086863,0.00006089438,0.0000743586,0.002833921,0.000005869756,0.001615503],"genre_scores_gemma":[0.9965764,0.0004524076,0.0001468206,0.0005099208,0.00003157129,0.00003737866,0.001715042,0.00001160006,0.000518798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9726163,"threshold_uncertainty_score":0.1844131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836281563405092,"score_gpt":0.2753795803638244,"score_spread":0.2570167647297735,"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."}}