{"id":"W3049532301","doi":"10.2217/fon-2020-0573","title":"POLARIS: a Prospective, Multicenter, Noninterventional Study Assessing Palbociclib in Hormone Receptor-Positive Advanced Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Future Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Palbociclib; Medicine; Metastatic breast cancer; Oncology; Internal medicine; Clinical trial; Breast cancer; Hormone receptor; Cancer; Clinical Practice; Gynecology; Family medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0001815956,0.0002992125,0.0006873491,0.0001141445,0.00009224335,0.00002250998,0.0001495099,0.0001809534,0.0004789834],"category_scores_gemma":[0.00004998191,0.000270927,0.0001371587,0.0004733921,0.000114295,0.0003418748,0.0001051978,0.0007560981,0.00003273169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120697,"about_ca_system_score_gemma":0.000346346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046024,"about_ca_topic_score_gemma":0.0003047935,"domain_scores_codex":[0.9979001,0.000251102,0.0004651863,0.0006530354,0.0002943464,0.0004361869],"domain_scores_gemma":[0.9990193,0.00008219909,0.0002455208,0.0001859761,0.0002442921,0.0002227056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0207486,0.005340725,0.682323,0.0001285092,0.0008172753,0.0006154205,0.01529354,0.00006234835,0.05188759,0.0001750417,0.0007237517,0.2218842],"study_design_scores_gemma":[0.0209542,0.002313231,0.9533736,0.0002352225,0.0001165743,0.0001089442,0.01313675,0.0001097296,0.0004446529,0.0000290915,0.008897285,0.0002807005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957333,0.005618417,0.000742047,0.03213977,0.0008703047,0.00227821,0.0001816649,0.0001764674,0.0006600806],"genre_scores_gemma":[0.9921721,0.0001172799,0.003724603,0.001835209,0.001589464,0.0003713323,0.00003262313,0.00005875043,0.00009869035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710506,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015351142844713,"score_gpt":0.3512074246991336,"score_spread":0.3358562818544206,"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."}}