{"id":"W4280623852","doi":"10.3390/curroncol29050294","title":"Mutation Profiles of Ovarian Seromucinous Borderline Tumors in Japanese Patients","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chromatin Remodeling and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PTEN; ARID1A; KRAS; Carcinogenesis; Sanger sequencing; Cancer research; Immunohistochemistry; Mutation; Medicine; Pathology; Biology; Gene; Cancer; PI3K/AKT/mTOR pathway; Internal medicine; Genetics; Signal transduction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001576142,0.00007893951,0.0001417045,0.00005443584,0.00004199514,0.000001873772,0.0001109397,0.00004663509,0.00005424771],"category_scores_gemma":[0.00005096968,0.00008311693,0.0000399044,0.0001065151,0.00003193953,0.000001663068,0.0001060262,0.0001114202,0.000001267803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007293015,"about_ca_system_score_gemma":0.0001484706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005365021,"about_ca_topic_score_gemma":0.00005103478,"domain_scores_codex":[0.9991756,0.0001206842,0.0002527666,0.000205005,0.0001080323,0.0001379107],"domain_scores_gemma":[0.9996253,0.000009104481,0.0001327902,0.0001373352,0.00006911624,0.00002635293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001841719,0.008512255,0.2899916,0.0006018259,0.0001186966,0.00003293894,0.00741456,0.0268771,0.1666245,0.0002023968,0.006968044,0.4908144],"study_design_scores_gemma":[0.04118148,0.02500498,0.4503501,0.0002888686,0.0002222865,0.0002526544,0.01175823,0.04754599,0.1038553,0.001611328,0.315071,0.002857737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982842,0.000637445,0.0000540418,0.00005415754,0.0004402346,0.0002010907,0.0000391216,0.000006098088,0.0002836049],"genre_scores_gemma":[0.9989938,0.00003359644,0.0001268459,0.00003702009,0.00006644558,0.0000890426,0.0006025828,0.0000101408,0.00004058582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4879566,"threshold_uncertainty_score":0.338941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845435664733117,"score_gpt":0.3342738082541727,"score_spread":0.3058194516068415,"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."}}