{"id":"W3115087778","doi":"10.3390/cancers13010044","title":"HER2 Status in High-Risk Endometrial Cancers (PORTEC-3): Relationship with Histotype, Molecular Classification, and Clinical Outcomes","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Leids Universitair Medisch Centrum; National Institute for Health and Care Research; Universiteit Leiden; Cancer Research UK","keywords":"Oncology; Medicine; Internal medicine; Endometrial cancer; Bioinformatics; Gynecology; Cancer; Biology","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":[0.001211563,0.0001123269,0.0002767116,0.0002320275,0.0001202185,0.0003593664,0.0001552903,0.0002121099,0.0005515318],"category_scores_gemma":[0.001160762,0.00008993498,0.0003263583,0.0003491264,0.0001847636,0.0002697956,0.0002843764,0.0002990869,0.00007678369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560052,"about_ca_system_score_gemma":0.0001902357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002538723,"about_ca_topic_score_gemma":0.0007256105,"domain_scores_codex":[0.9996845,0.0001418716,0.00003319601,0.00004170715,0.00005813277,0.00004054558],"domain_scores_gemma":[0.9995688,0.0001288494,0.0001359624,0.00005732391,0.00003140933,0.00007759091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00549841,0.000226788,0.9735584,0.00005692297,0.0002350787,0.0001805394,0.00003032396,0.0002111267,0.003199773,0.00004871996,0.0001151527,0.01663873],"study_design_scores_gemma":[0.0003987061,0.002665495,0.9926682,0.00001346555,0.0002182495,0.001016437,0.00005468739,0.0007595587,0.001324235,0.00008985978,0.0007857441,0.000005359117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990748,0.0005527877,0.00007193039,0.00002339029,0.000003194326,0.000008954584,0.00006904764,9.8026e-7,0.0001948396],"genre_scores_gemma":[0.9994148,0.0001394387,0.00008973863,0.00002438132,0.00001196504,0.00001433857,0.0002113617,8.543677e-7,0.000093209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001211563,"threshold_uncertainty_score":0.00640744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074167187712559,"score_gpt":0.4001083989113935,"score_spread":0.2926916801401376,"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."}}