{"id":"W4224298349","doi":"10.3390/curroncol29050236","title":"PIK3CA Mutation as Potential Poor Prognostic Marker in Asian Female Breast Cancer Patients Who Received Adjuvant Chemotherapy","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea","keywords":"Medicine; Immunohistochemistry; Breast cancer; Triple-negative breast cancer; Oncology; Microsatellite instability; Internal medicine; Mutation; Population; Cancer; Companion diagnostic; Chemotherapy; Cancer research; Biology; Allele; Genetics; Gene; Microsatellite","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002142009,0.0002179667,0.0004374214,0.0002132036,0.0001118694,0.000009939845,0.0001586874,0.0001104499,0.005293928],"category_scores_gemma":[0.00009895132,0.0002153948,0.00009432058,0.0003716118,0.00009654799,0.00004599947,0.0001198008,0.0005507095,0.00003217837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657525,"about_ca_system_score_gemma":0.000728596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175763,"about_ca_topic_score_gemma":0.0001375077,"domain_scores_codex":[0.9979697,0.0002322737,0.0004105725,0.0004873206,0.0004668388,0.0004332968],"domain_scores_gemma":[0.9992337,0.0000579496,0.0001966119,0.0001839498,0.0001788652,0.0001489731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002306701,0.001778003,0.5980074,0.00009077216,0.00005435419,0.00007063702,0.001405726,0.0001188223,0.0006616114,0.000003172977,0.00431111,0.3911917],"study_design_scores_gemma":[0.006375114,0.002022755,0.9620792,0.00008752348,0.00008474087,0.0001331808,0.0004701321,0.0007374492,0.0002013117,0.00007282916,0.02751487,0.0002209175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892381,0.0008796586,0.00001334164,0.003293728,0.003771925,0.001463332,0.000107293,0.00004192067,0.001190694],"genre_scores_gemma":[0.9974226,0.0001880183,0.00007225356,0.0006474516,0.0002451144,0.0009317466,0.0001855644,0.00004440029,0.0002628948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3909708,"threshold_uncertainty_score":0.9956154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801067527879112,"score_gpt":0.3507771806140297,"score_spread":0.3227665053352385,"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."}}