{"id":"W4282972522","doi":"10.3390/cells11121927","title":"Delineation of Pathogenomic Insights of Breast Cancer in Young Women","year":2022,"lang":"en","type":"article","venue":"Cells","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Research UK Cambridge Institute, University of Cambridge; BC Cancer Agency; Cancer Research UK","keywords":"Breast cancer; Cancer; Phenotype; Population; Oncology; Immune system; Gene; Young adult; Biology; Medicine; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001590756,0.0001693783,0.0002639702,0.00074449,0.0001516424,0.0002991944,0.0001108409,0.0002074801,0.0005534844],"category_scores_gemma":[0.000247092,0.0001262709,0.0002034697,0.0005119052,0.0001471844,0.0001668711,0.000249388,0.0001679028,0.0002079654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585429,"about_ca_system_score_gemma":0.0001815145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111159,"about_ca_topic_score_gemma":0.00151904,"domain_scores_codex":[0.9999098,0.00001452067,0.000005189369,0.0000305305,0.00001618502,0.00002369491],"domain_scores_gemma":[0.9998677,0.00002101598,0.00006562132,0.00000752458,0.00001899384,0.00001912934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000658574,0.00006567339,0.5098408,0.0003743529,0.0001309999,0.001285011,0.0006924968,0.0003180444,0.4521455,0.0005927737,0.0007880889,0.0331076],"study_design_scores_gemma":[0.000003592468,0.0001034973,0.9877142,0.00002405732,0.00004313826,0.0009255709,0.0003993832,0.0005380933,0.007441858,0.000301158,0.002497355,0.000008112895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890175,0.006854304,0.001222783,0.0001812769,0.00001846751,0.00001672182,0.001762634,0.00002301444,0.0009031853],"genre_scores_gemma":[0.9926856,0.00356343,0.00119412,0.0001862924,0.000040833,0.00002609531,0.00149367,0.000007969284,0.0008019989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00111159,"threshold_uncertainty_score":0.0022102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0094925937956451,"score_gpt":0.238674763435168,"score_spread":0.2291821696395229,"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."}}