{"id":"W2560450396","doi":"10.7759/cureus.924","title":"Pattern of Local Recurrence and Distant Metastasis in Breast Cancer By Molecular Subtype","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Fondation de l'Hôpital général juif; Jewish General Hospital","keywords":"Medicine; Breast cancer; Estrogen receptor; Internal medicine; Oncology; Immunohistochemistry; Progesterone receptor; Metastasis; Human Epidermal Growth Factor Receptor 2; Trastuzumab; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004044682,0.0001104647,0.0001343939,0.00001197098,0.00001360305,0.000002923386,0.00007646357,0.00004664079,0.00002777755],"category_scores_gemma":[0.000006446495,0.00007573726,0.00002851123,0.00004448617,0.0001393631,0.000003293289,0.00007891349,0.0000215502,0.000001066418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003090622,"about_ca_system_score_gemma":0.00002777985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007382582,"about_ca_topic_score_gemma":0.0004867288,"domain_scores_codex":[0.9993957,0.00002641274,0.0001171856,0.0002436443,0.00007027506,0.0001467875],"domain_scores_gemma":[0.9996902,0.00000814779,0.0000501328,0.0001721259,0.00004018067,0.00003919568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002057808,0.0001869328,0.253354,0.00004684499,0.0002666843,0.00001033705,0.00009172784,0.000002189941,0.4453789,0.00005806893,0.002633765,0.2977648],"study_design_scores_gemma":[0.002700005,0.0002151556,0.2203425,0.000252876,0.0001235941,0.00003726941,0.0002262686,0.000007274074,0.7675327,0.0001747884,0.007883539,0.0005040571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755879,0.01734993,0.004895749,0.00112528,0.00008753995,0.00009107913,0.0007876114,0.000004487574,0.00007041721],"genre_scores_gemma":[0.9971749,0.002636394,0.00003064562,0.00006769607,0.00001833083,0.00003024295,0.00001549272,0.00001005158,0.00001623841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3221538,"threshold_uncertainty_score":0.3088476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006403474456839621,"score_gpt":0.248560949291999,"score_spread":0.2421574748351593,"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."}}