{"id":"W4213278392","doi":"10.3390/curroncol29020089","title":"Real-World Treatment Patterns and Clinical Effectiveness of Palbociclib Plus an Aromatase Inhibitor as First-Line Therapy in Advanced/Metastatic Breast Cancer: Analysis from the US Syapse Learning Health Network","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Palbociclib; Medicine; Aromatase inhibitor; Aromatase; Metastatic breast cancer; Breast cancer; Oncology; Letrozole; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002641873,0.0002678524,0.0004996665,0.000914199,0.0002696508,0.000777149,0.0005813916,0.0004078523,0.0009400271],"category_scores_gemma":[0.00930489,0.0002187279,0.000818649,0.001645674,0.0003324166,0.0008903052,0.0008102248,0.0004107922,0.000176573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174662,"about_ca_system_score_gemma":0.000731707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006162975,"about_ca_topic_score_gemma":0.0108864,"domain_scores_codex":[0.9969054,0.001314416,0.000548864,0.0005128661,0.0005277309,0.0001907118],"domain_scores_gemma":[0.9917019,0.002139489,0.00482567,0.0005676626,0.0004136275,0.0003516476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008280094,0.00005208817,0.9949346,0.00005449249,0.00046517,0.00003241049,0.00003327884,0.0003405799,0.00007067789,0.00001535169,0.0002814193,0.002891822],"study_design_scores_gemma":[0.0001007234,0.0003363063,0.9971243,0.00003051899,0.0001918897,0.0002040078,0.0001019305,0.001222779,0.00008078454,0.00002985031,0.0005644472,0.00001246211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950304,0.0006990251,0.0001233338,0.00009097134,0.000006962225,0.00004483584,0.003614713,0.000003748642,0.0003859119],"genre_scores_gemma":[0.9955769,0.0002018227,0.0001573148,0.00007575024,0.0000129225,0.00005964361,0.003832931,0.000002732779,0.00008007033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006162975,"threshold_uncertainty_score":0.01397175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07514612807142944,"score_gpt":0.4562133022450739,"score_spread":0.3810671741736445,"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."}}