{"id":"W3135376158","doi":"10.1016/s1470-2045(21)00006-1","title":"Secondary cytoreduction followed by chemotherapy versus chemotherapy alone in platinum-sensitive relapsed ovarian cancer (SOC-1): a multicentre, open-label, randomised, phase 3 trial","year":2021,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Zhongshan Hospital","keywords":"Medicine; Chemotherapy; Ovarian cancer; Internal medicine; Open label; Oncology; Randomized controlled trial; Surgery; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007102063,0.0003222512,0.001383455,0.0000614211,0.0001434351,0.00005441512,0.000215503,0.000273154,0.00149636],"category_scores_gemma":[0.0001371956,0.0002438614,0.0001243561,0.0003764156,0.0001438025,0.0001203444,0.00006278195,0.0005282808,0.00002475641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153575,"about_ca_system_score_gemma":0.001197002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007859275,"about_ca_topic_score_gemma":0.0009956204,"domain_scores_codex":[0.9975126,0.000540677,0.0005453238,0.0006236055,0.00023374,0.0005441029],"domain_scores_gemma":[0.9981855,0.000669422,0.0003034451,0.0005651983,0.0001331269,0.0001432972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8163056,0.006478872,0.0001613506,0.00002943172,0.001403421,0.0004810345,0.002657369,0.000006124053,0.01573746,0.0001149216,0.06012587,0.09649853],"study_design_scores_gemma":[0.8795237,0.002892939,0.0005519262,0.0000926073,0.0003363178,0.00004940321,0.0004764302,0.000183612,0.02000497,0.00005191423,0.09560299,0.0002331915],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035451,0.001994235,0.0000500015,0.07919727,0.002980812,0.004727775,0.0001958762,0.00007187986,0.007237089],"genre_scores_gemma":[0.9624934,0.009334677,0.003350196,0.0158443,0.003572718,0.002284468,0.0005442283,0.0001283225,0.002447699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09626535,"threshold_uncertainty_score":0.9994164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06189789471346249,"score_gpt":0.393795617724443,"score_spread":0.3318977230109805,"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."}}