{"id":"W4296354869","doi":"10.3390/curroncol29090521","title":"Real-World Clinical Outcomes of Ribociclib in Combination with a Non-Steroidal Aromatase Inhibitor and a Luteinizing Hormone-Releasing Hormone Agonist in Premenopausal HR+/HER2− Advanced Breast Cancer Patients: An Italian Managed Access Program","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novartis Italia","keywords":"Medicine; Aromatase inhibitor; Breast cancer; Internal medicine; Oncology; Cancer; Adverse effect; Aromatase; Anastrozole; Letrozole; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004121862,0.0003229819,0.0009698375,0.0004537619,0.000126235,0.00002971677,0.0002315644,0.0000849821,0.00001447305],"category_scores_gemma":[0.00003803094,0.000298181,0.00005690642,0.0007528282,0.0003351358,0.0005807745,0.0002896127,0.000745166,4.112997e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122752,"about_ca_system_score_gemma":0.0002956318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005849185,"about_ca_topic_score_gemma":0.00314152,"domain_scores_codex":[0.9970303,0.0003761959,0.001007103,0.0006671174,0.0004256071,0.0004937082],"domain_scores_gemma":[0.9985746,0.0001336609,0.0006276905,0.0003237897,0.0001502057,0.0001900092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007008772,0.006456676,0.6880723,0.0001389329,0.00007617428,0.00005321139,0.0008649179,0.00005525747,0.0005093082,0.00002180151,0.00003125273,0.2967114],"study_design_scores_gemma":[0.02466433,0.006495499,0.9655666,0.0002330465,0.0001002328,0.00002320097,0.0008112756,0.0004288101,0.00003011842,0.00006319274,0.001294511,0.0002891582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956475,0.0006485212,0.00002280382,0.0006728139,0.0004206724,0.002262452,0.0001948833,0.00007459807,0.00005569789],"genre_scores_gemma":[0.9969646,0.0002518201,0.001005252,0.00009244588,0.00008103238,0.001186604,0.0003433362,0.0000581516,0.0000167159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2964222,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409704367183831,"score_gpt":0.4265244540488006,"score_spread":0.3724274103769623,"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."}}