{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005364814,0.0001988048,0.0005411429,0.0002100233,0.00007191137,0.00002576984,0.000130001,0.000165185,0.0001611118],"category_scores_gemma":[0.002336486,0.0001712404,0.00008189731,0.001039961,0.0003762942,0.00008529967,0.00003617291,0.0008617252,0.00002318828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478163,"about_ca_system_score_gemma":0.004108043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011324,"about_ca_topic_score_gemma":0.00239952,"domain_scores_codex":[0.9975755,0.0002035579,0.0005811413,0.0006063738,0.0005806321,0.0004528362],"domain_scores_gemma":[0.9981529,0.0004996357,0.0001952755,0.0003900719,0.0001527907,0.000609395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001164155,0.00001519047,0.9890407,0.00006593388,0.0001230019,0.00009658996,0.0002822769,0.0003327015,0.00004204942,0.0003400696,0.002246196,0.006251124],"study_design_scores_gemma":[0.007890261,0.0009568693,0.9694319,0.00007668055,0.0001503815,0.000004233206,0.0003827243,0.0008273032,0.00005296457,0.00007621845,0.01993183,0.0002186482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905558,0.001308007,0.0004697274,0.00451542,0.0003195358,0.0009622815,0.00006246438,0.00007940886,0.001727399],"genre_scores_gemma":[0.9955035,0.001291988,0.001409271,0.001216835,0.0002054479,0.0001064956,0.00003511637,0.00005210903,0.000179243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960883,"threshold_uncertainty_score":0.9964785,"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."}}