{"id":"W7133046231","doi":"","title":"First-line Systemic Therapy with Bevacizumab in Advanced Epithelial Ovarian Cancer","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Cancer Agency; University of Toronto; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Bevacizumab; Systemic therapy; Epithelial ovarian cancer; Ovarian cancer; Monoclonal antibody; Angiogenesis; Clinical trial; Targeted therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001807598,0.00008414644,0.000383491,0.0006543844,0.0001956191,0.0007235914,0.0002292342,0.0002823308,0.004291944],"category_scores_gemma":[0.01037875,0.0001134787,0.0009866952,0.001726608,0.0001820485,0.0003773785,0.0002658288,0.000512007,0.0002812124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003751301,"about_ca_system_score_gemma":0.006331138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07489339,"about_ca_topic_score_gemma":0.1925784,"domain_scores_codex":[0.999102,0.000390092,0.00009934504,0.00007535936,0.0002645376,0.00006875172],"domain_scores_gemma":[0.9968172,0.001582963,0.0009436148,0.00006588275,0.0004331702,0.0001571924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00201162,0.0002242754,0.1415532,0.04814703,0.00390694,0.0001947973,0.001316771,0.0009979975,0.001049586,0.002571845,0.03982944,0.7581965],"study_design_scores_gemma":[0.001312371,0.001647222,0.666052,0.05517893,0.008586157,0.001021182,0.001574537,0.001655394,0.001893897,0.003331848,0.2576845,0.0000619681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1279342,0.8312599,0.0008439545,0.01518647,0.0004597051,0.0002146905,0.004286028,0.00002872757,0.01978637],"genre_scores_gemma":[0.6121119,0.3778447,0.002006128,0.00300016,0.0004033997,0.0001425211,0.001723742,0.00001756066,0.002749901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07489339,"threshold_uncertainty_score":0.1489149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936631782734958,"score_gpt":0.3438444118420864,"score_spread":0.3244780940147368,"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."}}