{"id":"W3130950208","doi":"10.1158/1538-7445.sabcs20-ps7-19","title":"Abstract PS7-19: Pre/perimenopausal (preMeno) women receiving palbociclib (PAL) for hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2–) advanced breast cancer (ABC) in a real-world setting: Treatment patterns from POLARIS","year":2021,"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":"","funders":"","keywords":"Medicine; Anastrozole; Palbociclib; Exemestane; Letrozole; Breast cancer; Internal medicine; Cancer; Fulvestrant; Gynecology; Oncology; Metastatic breast cancer; Tamoxifen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002606776,0.0001312335,0.0001681742,0.0003527302,0.0004480627,0.0004487844,0.0002740023,0.0001674486,0.004790497],"category_scores_gemma":[0.0007253917,0.0001383613,0.0001548082,0.0008302681,0.0002813693,0.0002594999,0.000351005,0.0003472821,0.000642043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000933888,"about_ca_system_score_gemma":0.001107629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02076455,"about_ca_topic_score_gemma":0.03002693,"domain_scores_codex":[0.9998264,0.00003394902,0.00001485984,0.00005177797,0.00003496867,0.00003810295],"domain_scores_gemma":[0.9994381,0.00005970478,0.0002769288,0.0000205527,0.00006581627,0.0001389141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001957809,0.0001552145,0.9876551,0.00004548439,0.00003155642,0.0001340964,0.0001102576,0.00004789451,0.0005346554,0.00003074301,0.001925813,0.00737137],"study_design_scores_gemma":[0.0002627262,0.0006962378,0.9959238,0.00001543677,0.00003550008,0.0004236312,0.0003670549,0.0001139975,0.0002950261,0.00003277761,0.001829657,0.000004166479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921483,0.0002123321,0.00006943518,0.0001301915,0.000006741203,0.00008023824,0.005447443,0.000009443639,0.001895939],"genre_scores_gemma":[0.9937556,0.0001969956,0.0001191047,0.0002243344,0.00001469126,0.00009220513,0.004461429,0.000006052519,0.001129576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02076455,"threshold_uncertainty_score":0.04128742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535790946027976,"score_gpt":0.4034126591646535,"score_spread":0.3498335645618559,"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."}}