{"id":"W4322774660","doi":"10.1158/1538-7445.sabcs22-p3-02-02","title":"Abstract P3-02-02: Real-World Time-to-Treatment Discontinuation in Hormone-Receptor-Positive Metastatic Breast Cancer Patients following CDK4/6 Inhibitor Treatment, Based on Observational Data Collected Through Patient-Partnered Research","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Regimen; Medicine; Metastatic breast cancer; Breast cancer; Internal medicine; Medical record; Oncology; Observational study; Cancer; Cohort","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":[0.0103204,0.0002430935,0.0004377421,0.001004783,0.0006278172,0.001145895,0.0008686963,0.0006103535,0.001536739],"category_scores_gemma":[0.03663111,0.0002551886,0.00101062,0.00288214,0.0003602063,0.0006641656,0.0009418619,0.0009434412,0.0003056938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231269,"about_ca_system_score_gemma":0.00192225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03020563,"about_ca_topic_score_gemma":0.02920554,"domain_scores_codex":[0.9923589,0.004795412,0.00102858,0.0007974815,0.0006572287,0.0003624211],"domain_scores_gemma":[0.930701,0.02531365,0.03385545,0.00504483,0.003086417,0.001998605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002702963,0.0000414359,0.9968676,0.00004025224,0.0001106133,0.00003166402,0.0001655705,0.0001939919,0.00003646099,0.00003780991,0.0006088099,0.001595606],"study_design_scores_gemma":[0.00004957216,0.0002582821,0.9944134,0.00005312112,0.000119092,0.0001588488,0.0004928586,0.00288398,0.0001614665,0.00009898574,0.001294107,0.00001620926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802107,0.000312083,0.001484115,0.000358724,0.00001830617,0.0001931859,0.01650594,0.00002785122,0.0008891501],"genre_scores_gemma":[0.9912306,0.00008981585,0.001207978,0.00009462365,0.00001807366,0.0002787958,0.006909149,0.000009149578,0.0001618208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03020563,"threshold_uncertainty_score":0.06005967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227827597494896,"score_gpt":0.4755263896598825,"score_spread":0.2476987921649865,"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."}}