{"id":"W2947961029","doi":"10.1002/cncr.32079","title":"High <i>EMSY</i> expression defines a BRCA‐like subgroup of high‐grade serous ovarian carcinoma with prolonged survival and hypersensitivity to platinum","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Medical Research Council; Cancer Research UK","keywords":"Medicine; Hazard ratio; Chemotherapy; Internal medicine; Serous fluid; Oncology; Cohort; Ovarian carcinoma; Phenotype; Cancer research; Ovarian cancer; Cancer; Confidence interval; Gene; Biology; Genetics","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":[0.000298947,0.0001927417,0.0002474694,0.0004764037,0.0002150025,0.0005291233,0.0001498118,0.000238026,0.0009371177],"category_scores_gemma":[0.0006900823,0.0001101126,0.0002177636,0.0005830375,0.0003511769,0.0001512443,0.0004087751,0.0001950882,0.0001483901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820794,"about_ca_system_score_gemma":0.0001645864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009927767,"about_ca_topic_score_gemma":0.001699737,"domain_scores_codex":[0.9998488,0.00002199902,0.00001562124,0.00004638629,0.00002865286,0.00003850784],"domain_scores_gemma":[0.9993802,0.0000909951,0.0003424279,0.00005899728,0.00003564803,0.00009168509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006878329,0.00002018782,0.9828489,0.00002387015,0.00005520763,0.0006085897,0.00007685784,0.0001166039,0.01266327,0.00004835858,0.0001764408,0.002673726],"study_design_scores_gemma":[0.00001767173,0.0001086371,0.9967936,0.00000370389,0.00003530565,0.001440876,0.0001201865,0.0002107308,0.0009204903,0.00004939005,0.0002965059,0.000003003993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996116,0.00005954039,0.00004086192,0.00001274879,0.000001062986,0.000003450157,0.0001215694,0.000003143787,0.0001460507],"genre_scores_gemma":[0.9994916,0.00003462408,0.0000686175,0.00001488108,0.000004048361,0.000002406312,0.0003192549,0.000002072397,0.00006258649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009927767,"threshold_uncertainty_score":0.003134906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701681592933669,"score_gpt":0.255171283869611,"score_spread":0.2381544679402743,"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."}}