{"id":"W4220823484","doi":"10.3390/jcm11061605","title":"High Mutation Burden in ER-Positive/HER2-Negative/Luminal Breast Cancers","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Essar Steel Algoma (Canada); Sault Area Hospital","funders":"","keywords":"Medicine; Breast cancer; Mutation; CDH1; Immunotherapy; Cancer research; Cancer; Oncology; Germline mutation; Internal medicine; Gene; Cell; Genetics; 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":[0.0004101076,0.0001641875,0.0002402712,0.00141417,0.0001971952,0.0006158436,0.0001575343,0.0002504254,0.001877873],"category_scores_gemma":[0.0009241658,0.00009281751,0.0001247963,0.0009213542,0.0001517257,0.0002024601,0.0003577083,0.000163194,0.0002753193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291942,"about_ca_system_score_gemma":0.0001607309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007134672,"about_ca_topic_score_gemma":0.001181879,"domain_scores_codex":[0.9997527,0.00005446727,0.00002675036,0.00006334591,0.00005879865,0.00004399081],"domain_scores_gemma":[0.9994143,0.0001163255,0.0003291215,0.00004173829,0.00003811919,0.00006049273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005770845,0.00005098752,0.9777724,0.00007466722,0.00005823835,0.0002761137,0.00006644322,0.0002292718,0.01262513,0.00008496021,0.000239439,0.007945363],"study_design_scores_gemma":[0.000005979982,0.00008668286,0.9952515,0.00001086488,0.00003796874,0.001428438,0.0001108074,0.0002551357,0.002154961,0.0001176924,0.0005371398,0.000002795138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998497,0.0003408889,0.0001151346,0.00002505474,0.000001523115,0.000005072183,0.0004820508,0.000008659414,0.0005246238],"genre_scores_gemma":[0.9987504,0.0001471329,0.0002426182,0.00001443179,0.000004024729,0.000007665585,0.0007004207,0.000003083137,0.0001301911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877873,"threshold_uncertainty_score":0.006282091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473319520127938,"score_gpt":0.3886728593051956,"score_spread":0.3539396641039163,"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."}}