{"id":"W4220775282","doi":"10.1158/1538-7445.sabcs21-p1-18-29","title":"Abstract P1-18-29: Male patients with hormone receptor positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) advanced breast cancer (ABC) receiving palbociclib in the real-world: patient characteristics, treatment patterns, and outcomes from the POLARIS study","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palbociclib; Medicine; Fulvestrant; Internal medicine; Breast cancer; Oncology; Cancer; Neutropenia; Metastatic breast cancer; Tamoxifen; Gynecology; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006426198,0.0006111771,0.0008905748,0.0002953374,0.001292769,0.0001341778,0.0005358876,0.00007742988,0.00416903],"category_scores_gemma":[0.0001078391,0.0003643774,0.0001186582,0.0008520159,0.0004491668,0.0003614641,0.0003587304,0.001518399,0.000009052026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281821,"about_ca_system_score_gemma":0.0004087201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07741856,"about_ca_topic_score_gemma":0.01180495,"domain_scores_codex":[0.9939756,0.001291817,0.0007243211,0.001117263,0.001833116,0.001057889],"domain_scores_gemma":[0.9965221,0.001393415,0.0004329152,0.0008175134,0.0005644461,0.0002695537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005080588,0.001562194,0.8923597,0.00003138509,0.000594668,0.00005602227,0.02489357,0.000006791418,0.001212415,0.000006262692,0.0002344973,0.07396187],"study_design_scores_gemma":[0.0073484,0.002288059,0.9704612,0.0002517157,0.00008869194,0.000004216573,0.01802936,0.000001979318,0.000458167,0.00002016258,0.0006433178,0.000404698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797258,0.0006463252,0.000001950486,0.004866935,0.000229755,0.004732837,0.009640424,0.00004917093,0.0001067886],"genre_scores_gemma":[0.9930192,0.001020999,0.00006014478,0.0005518725,0.0003043655,0.004218321,0.0003938806,0.0001348517,0.0002963976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07810149,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380005638176461,"score_gpt":0.3589161505423105,"score_spread":0.3209155867246644,"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."}}