{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008796464,0.00004527094,0.0001650594,0.0000796674,0.00001457941,9.73999e-7,0.00004404469,0.00001672354,0.001058713],"category_scores_gemma":[0.000001557995,0.0000418614,0.0000306165,0.0001790876,0.00001690066,0.00001700451,0.00003189413,0.00006261643,0.000001280543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927361,"about_ca_system_score_gemma":0.00009262019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003745737,"about_ca_topic_score_gemma":0.00004781159,"domain_scores_codex":[0.9994665,0.0000240743,0.0001975908,0.00009509163,0.0001308716,0.00008590981],"domain_scores_gemma":[0.9997427,0.000006764684,0.00007838239,0.0001022282,0.00004302204,0.00002690304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002757419,0.0002875075,0.1206792,0.0001606902,0.00002977964,0.00000356722,0.004743645,0.001038777,0.856408,0.0000301299,0.0002608866,0.01608205],"study_design_scores_gemma":[0.003070654,0.00053354,0.6675726,0.0001446846,0.00007395213,0.00001466079,0.00407916,0.002139471,0.3184455,0.00004660225,0.003691052,0.000188223],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985044,0.0005961006,0.000009311194,0.00008871075,0.0001179869,0.0001432565,0.00007285344,0.000003991862,0.0004634031],"genre_scores_gemma":[0.9993232,0.0002272032,0.00003065616,0.00006167358,0.00003244506,0.00009100428,0.000007224093,0.000008181495,0.0002183683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5468933,"threshold_uncertainty_score":0.9998544,"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."}}