{"id":"W2890710292","doi":"10.1200/jco.2017.35.15_suppl.5581","title":"Immunologic and genomic characterization of high grade serous ovarian cancer (HGSOC) in patients (pts) treated with pembrolizumab (Pembro) in the phase II INSPIRE trial.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Pembrolizumab; Internal medicine; Oncology; Cancer; Pathology; Immunotherapy","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":[0.0007582981,0.0002002736,0.0003313168,0.0002063758,0.000165594,0.0003652887,0.0001844299,0.000292848,0.001100982],"category_scores_gemma":[0.0007574582,0.0001564751,0.0002779287,0.0002663638,0.0001806291,0.0002853326,0.0002206548,0.000477184,0.0001451273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298063,"about_ca_system_score_gemma":0.0002760121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000484452,"about_ca_topic_score_gemma":0.001151363,"domain_scores_codex":[0.9998316,0.0000639759,0.00001338941,0.00004185527,0.00002497908,0.000024204],"domain_scores_gemma":[0.9996006,0.00007403603,0.0001449859,0.00003421797,0.00002439457,0.0001217828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04203103,0.00101033,0.900126,0.0001824189,0.0003683272,0.0003088185,0.0001413059,0.0006586296,0.01516946,0.00007063053,0.001905445,0.03802761],"study_design_scores_gemma":[0.002857546,0.01293418,0.9790804,0.00001543251,0.0002223702,0.001076738,0.00006623663,0.0007198997,0.001451737,0.00007243249,0.001495965,0.000006999956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987698,0.0003498506,0.00005415183,0.00005259493,0.00000438915,0.00005546323,0.0003982974,0.000005776294,0.0003097204],"genre_scores_gemma":[0.9983072,0.00008967852,0.0001800577,0.00007538428,0.000014821,0.00004062959,0.001121211,0.000002108852,0.0001688187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001100982,"threshold_uncertainty_score":0.00401032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08087035136110318,"score_gpt":0.4175017939187287,"score_spread":0.3366314425576254,"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."}}