{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001147245,0.000534275,0.000831909,0.001489118,0.0006206721,0.0001452981,0.0004850981,0.0001238423,0.001225237],"category_scores_gemma":[0.000378702,0.0004476072,0.0001651269,0.006125784,0.0002715261,0.0007026955,0.0002680278,0.0006512368,0.0006300909],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00968344,"about_ca_system_score_gemma":0.002779372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442787,"about_ca_topic_score_gemma":0.005966065,"domain_scores_codex":[0.9923704,0.0007951445,0.0008086967,0.001550068,0.002858572,0.001617087],"domain_scores_gemma":[0.9953023,0.001559997,0.0001786725,0.001249396,0.00126942,0.0004402322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06597602,0.01624358,0.1773714,0.0003805875,0.004099212,0.0008405821,0.01657506,0.01247658,0.1893162,0.0001221579,0.08038054,0.4362181],"study_design_scores_gemma":[0.02221121,0.006610594,0.9165721,0.003283782,0.000165912,0.000001865727,0.001190982,0.005636427,0.0228158,0.0001335885,0.02042477,0.0009529564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802502,0.0003903432,0.000007003149,0.006226706,0.0002596796,0.005284245,0.006219497,0.0001573426,0.001205017],"genre_scores_gemma":[0.9790326,0.0005167314,0.0004574078,0.0001993413,0.0004664033,0.005870142,0.007272256,0.0001893929,0.005995762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7392008,"threshold_uncertainty_score":0.9997976,"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."}}