{"id":"W2972664697","doi":"10.1200/jco.19.00917","title":"Niraparib Maintenance Treatment Improves Time Without Symptoms or Toxicity (TWiST) Versus Routine Surveillance in Recurrent Ovarian Cancer: A TWiST Analysis of the ENGOT-OV16/NOVA Trial","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Sherbrooke","funders":"","keywords":"Medicine; Toxicity; Internal medicine; Ovarian cancer; Adverse effect; Nausea; Vomiting; Oncology; Cancer; Gastroenterology; Surgery","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":[0.0069854,0.0003972623,0.001352189,0.000224273,0.00008927064,0.0006370115,0.0003400368,0.0002853509,0.0006848344],"category_scores_gemma":[0.005925651,0.0001595398,0.002454732,0.0002832413,0.0002583757,0.0006363434,0.0003241817,0.0008691579,0.00008278843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229005,"about_ca_system_score_gemma":0.0004154654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002615402,"about_ca_topic_score_gemma":0.0006099981,"domain_scores_codex":[0.9975987,0.001753948,0.0001453692,0.0001833462,0.0002280829,0.00009057633],"domain_scores_gemma":[0.9966155,0.001876552,0.0009309062,0.0002308254,0.0001039876,0.0002421883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5689924,0.00143063,0.09659095,0.001858981,0.01267962,0.0001632059,0.0001907512,0.01925951,0.0124769,0.0006778467,0.001058955,0.2846201],"study_design_scores_gemma":[0.1163447,0.3980677,0.4000536,0.0005761471,0.02235822,0.001618073,0.0002696166,0.03901143,0.008604062,0.002984968,0.00992739,0.0001839671],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869046,0.01014171,0.0013034,0.0001914191,0.00005493788,0.0001599934,0.0003773228,0.00001729162,0.0008492635],"genre_scores_gemma":[0.9977319,0.001017054,0.0004741499,0.0001013922,0.0000452313,0.00006739245,0.0003560945,0.000005537767,0.0002012959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0069854,"threshold_uncertainty_score":0.03694272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223109904624082,"score_gpt":0.478143250639471,"score_spread":0.3558322601770628,"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."}}