{"id":"W3094041802","doi":"10.1016/j.ijrobp.2020.07.2564","title":"Relating PIK3CA Mutation Status With Clinicopathologic Factors and Outcome in Patients With Cervical Cancer Treated With Primary Surgery With or Without Post-Operative Adjuvant Chemoradiotherapy","year":2020,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Translational Research in Oncology","funders":"","keywords":"Medicine; PTEN; Cervical cancer; Oncology; Internal medicine; Cancer; Chemoradiotherapy; Disease; CISH; PI3K/AKT/mTOR pathway; Gene; 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":[0.0002513178,0.0001549017,0.0002948826,0.0004227738,0.0003628008,0.0005605064,0.0002837762,0.000457835,0.001840905],"category_scores_gemma":[0.001873886,0.0001478177,0.0005165809,0.000654438,0.0002912015,0.0003391254,0.0002975389,0.0004870259,0.0001995306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003817611,"about_ca_system_score_gemma":0.0004379996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002648186,"about_ca_topic_score_gemma":0.003407292,"domain_scores_codex":[0.9998226,0.00003186124,0.00002093452,0.00003964579,0.00002618241,0.00005878437],"domain_scores_gemma":[0.9993056,0.0002634381,0.0002002813,0.00004155614,0.00004771602,0.0001414007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007608163,0.0000330019,0.9970075,0.000009448784,0.00006245042,0.0001779335,0.00003764772,0.0001190108,0.0004495354,0.00001728413,0.00007220579,0.001253098],"study_design_scores_gemma":[0.00002432418,0.0003132876,0.9977928,0.000005133059,0.0001223556,0.0006625197,0.0002124384,0.0004170051,0.0001519438,0.00006811113,0.0002241457,0.000005895626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990014,0.0002755399,0.0000399513,0.00003609919,0.0000125954,0.000003556019,0.0001299864,0.000002132101,0.0004985714],"genre_scores_gemma":[0.9996628,0.00006364509,0.00001433792,0.00001755929,0.00001269969,0.000002884562,0.0001162208,0.000001029812,0.0001087629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002648186,"threshold_uncertainty_score":0.006158471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809196796952891,"score_gpt":0.3605440806996842,"score_spread":0.3324521127301553,"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."}}