{"id":"W4396587780","doi":"10.1158/1538-7445.sabcs23-po3-02-05","title":"Abstract PO3-02-05: Racial and Ethnic Differences in Clinical Outcomes among North American Patients with Hormone Receptor-Positive, HER2-negative, Early Breast Cancer in the PALLAS Trial (AFT-05)","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Breast cancer; Medicine; Hormone receptor; Internal medicine; Oncology; Ethnic group; Cancer; Hormone; Clinical trial; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154257,0.0003708023,0.0008454167,0.0004214568,0.0001441021,0.0001344635,0.000364911,0.0001303789,0.000167541],"category_scores_gemma":[0.0001932744,0.0002251953,0.0001197526,0.001871059,0.001986144,0.0003515248,0.000120167,0.002147088,0.00001138613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006039029,"about_ca_system_score_gemma":0.0007057202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02606997,"about_ca_topic_score_gemma":0.0662224,"domain_scores_codex":[0.9955031,0.0006510654,0.0006884623,0.0008804959,0.001381759,0.0008951037],"domain_scores_gemma":[0.9972924,0.001563257,0.0001531431,0.0003935924,0.0003300107,0.0002676151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03043505,0.0002986893,0.8134285,0.00006209356,0.0001950467,0.00008638094,0.00312537,0.000004235935,0.0000247823,0.000007046543,0.000104519,0.1522283],"study_design_scores_gemma":[0.01948381,0.001525007,0.9770111,0.0005846834,0.00003648698,0.000002958556,0.0008699107,0.00001038424,0.00001383362,0.00003592924,0.0001618911,0.0002640448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931341,0.001579554,0.000003509221,0.002379531,0.000312427,0.002073339,0.0003851065,0.00004561763,0.00008676599],"genre_scores_gemma":[0.9954715,0.002499614,0.00003744311,0.0002087374,0.0005838128,0.0009536395,0.00002065589,0.00006822209,0.0001563235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1635826,"threshold_uncertainty_score":0.9804155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06929292016749988,"score_gpt":0.4296218432808099,"score_spread":0.3603289231133101,"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."}}