{"id":"W4406615899","doi":"10.3390/curroncol32010053","title":"Systematic Review and Network Meta-Analysis on Treating Hormone Receptor-Positive Metastatic Breast Cancer After CDK4/6 Inhibitors","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; NOSM University; Health Sciences North; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Oncology; Internal medicine; Hazard ratio; Palbociclib; Fulvestrant; Trastuzumab; Metastatic breast cancer; Estrogen receptor; Breast cancer; Odds ratio; Population; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0008854106,0.001103021,0.0186201,0.0005855756,0.0001165667,0.00002720913,0.0002173581,0.0002647724,0.0005701593],"category_scores_gemma":[0.0002173342,0.0006968626,0.003425322,0.00207757,0.0001959116,0.00008271,0.0001567101,0.0009437554,0.00004286388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366527,"about_ca_system_score_gemma":0.0006888933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001964188,"about_ca_topic_score_gemma":0.00002733628,"domain_scores_codex":[0.9940026,0.001774034,0.002067582,0.0011161,0.0004160143,0.0006236206],"domain_scores_gemma":[0.9952324,0.001580698,0.001749032,0.0008391576,0.0003293922,0.0002693034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006167777,0.0001633752,0.0000033706,0.5977057,0.1710612,0.0000253669,0.00005001394,0.000002748867,2.357533e-8,0.0000186226,0.0006017427,0.2303062],"study_design_scores_gemma":[0.0003045318,0.0001677751,0.000005657974,0.2517256,0.6404555,0.0001151127,0.00001456233,0.000001755495,4.86522e-8,0.000008680151,0.1068645,0.00033638],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.698442e-7,0.9917979,0.0001231048,0.000629451,0.0004673338,0.005764959,0.001019032,0.00006737957,0.0001302909],"genre_scores_gemma":[0.000006487964,0.9874098,0.0003615808,0.0007708821,0.0004037417,0.009960715,0.0003853795,0.00008056169,0.0006208989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4693943,"threshold_uncertainty_score":0.9995483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056022154038742,"score_gpt":0.4459266590034033,"score_spread":0.3403244435995292,"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."}}