{"id":"W2091640600","doi":"10.1007/s10549-014-3125-1","title":"Breast cancer in young women: have the prognostic implications of breast cancer subtypes changed over time?","year":2014,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Breast cancer; Oncology; Cancer; Medicine; Internal medicine; Gynecology","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":[0.002867288,0.0002031056,0.000635236,0.001141996,0.0005819347,0.001231154,0.0005593984,0.001021622,0.001567614],"category_scores_gemma":[0.01125317,0.0003171385,0.000766795,0.003127183,0.0005852902,0.001961771,0.000529815,0.000828582,0.0003780604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005944029,"about_ca_system_score_gemma":0.0009056467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02275034,"about_ca_topic_score_gemma":0.02909956,"domain_scores_codex":[0.9989812,0.000322135,0.0001179665,0.0002043791,0.0001468942,0.0002274623],"domain_scores_gemma":[0.9956959,0.001114484,0.001531268,0.0004894363,0.0007537098,0.0004151232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002023998,0.00002057019,0.9895689,0.00003635043,0.0001041115,0.00005419034,0.000252491,0.00003080164,0.0001942656,0.0000800811,0.0002009232,0.009254979],"study_design_scores_gemma":[0.000003372813,0.00004966556,0.9985481,0.00002664236,0.00005470031,0.0000887888,0.0003551109,0.00004481726,0.00005310196,0.00008578461,0.0006856766,0.000004226995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757961,0.01860295,0.0003022086,0.002166219,0.0001827554,0.00001541726,0.00127973,0.000006891595,0.001647779],"genre_scores_gemma":[0.9936168,0.004622856,0.0001630864,0.0003024197,0.0001415353,0.000008326871,0.0006186672,0.000006383739,0.0005198405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02275034,"threshold_uncertainty_score":0.04523587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054651386917497,"score_gpt":0.3264708611487768,"score_spread":0.3059243472796018,"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."}}