{"id":"W2106198994","doi":"10.1200/jco.2004.09.128","title":"The Combination of <i>p53</i> Mutation and <i>neu/erb</i>B-2 Amplification Is Associated With Poor Survival in Node-Negative Breast Cancer","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; North York General Hospital; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Breast cancer; Internal medicine; Oncology; Mutation; Disease; Cancer; Cancer research; Gene; Biology; Genetics","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":[0.006620327,0.00009339448,0.0007415534,0.00009915578,0.00005276736,0.0000117147,0.0001006652,0.0002254755,0.00004781905],"category_scores_gemma":[0.006147475,0.00005751034,0.00009086115,0.0003569494,0.0003943771,0.0001030767,0.00001491364,0.0008248923,0.000001496577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456684,"about_ca_system_score_gemma":0.002013841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002176638,"about_ca_topic_score_gemma":0.0008757693,"domain_scores_codex":[0.9964928,0.001145131,0.001427105,0.0001529451,0.0005889852,0.00019301],"domain_scores_gemma":[0.9919287,0.004908873,0.001520583,0.0001192227,0.001368001,0.0001545981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007999999,0.002756041,0.8530056,0.00007956824,0.0006119005,0.0001923519,0.001033643,0.00007666786,0.0006747078,0.001483697,0.003885207,0.1282006],"study_design_scores_gemma":[0.01098323,0.004234855,0.9783172,0.0002766186,0.0001444478,0.0001812173,0.0005931502,0.000345756,0.0007425043,0.001270704,0.002833412,0.00007690729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705966,0.0002580609,0.000148325,0.02599117,0.000358814,0.0003469645,0.00001339282,0.000003920814,0.002282762],"genre_scores_gemma":[0.9974398,0.00113943,0.000248297,0.0009199802,0.00009875723,0.00001136235,0.000002005459,0.00001340884,0.00012693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1281237,"threshold_uncertainty_score":0.7359546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303472982887139,"score_gpt":0.4943392522767907,"score_spread":0.3639919539880768,"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."}}