{"id":"W2789321069","doi":"10.1007/s12325-018-0689-x","title":"Economic Burden of HR+/HER2- Metastatic Breast Cancer Among Adult Premenopausal Women","year":2018,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"Novartis Pharmaceuticals Corporation","keywords":"Medicine; Breast cancer; Internal medicine; Metastatic breast cancer; Oncology; Rheumatology; Cancer; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001868891,0.0002833394,0.0006071555,0.0001681419,0.00004717757,0.000009784717,0.0002376078,0.00005647766,0.001709888],"category_scores_gemma":[0.00001312566,0.000240851,0.00006104541,0.0002381165,0.0006209588,0.000572067,0.00003234571,0.0001696629,0.00002890103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005236234,"about_ca_system_score_gemma":0.0001719507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006843072,"about_ca_topic_score_gemma":0.0005523176,"domain_scores_codex":[0.9982613,0.0000611878,0.0004986617,0.0004286756,0.0002359261,0.0005142398],"domain_scores_gemma":[0.9988773,0.00007128083,0.0002810795,0.0004585283,0.0001827603,0.0001290788],"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":[0.008065622,0.0003722571,0.1449889,0.0002433995,0.0006077224,0.00002431172,0.01389122,0.001877854,0.02328917,0.0007715704,0.0000429719,0.805825],"study_design_scores_gemma":[0.0561498,0.0099354,0.578052,0.003294029,0.0002442662,0.0004738414,0.01266785,0.002724492,0.129372,0.02895873,0.1750407,0.003086946],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891346,0.007659757,0.0002214437,0.0004797105,0.0004328169,0.0005843742,0.00008388464,0.00006573368,0.001337755],"genre_scores_gemma":[0.9896583,0.006946116,0.001686942,0.0003775257,0.0006176768,0.0003132984,0.000006160681,0.00006631498,0.0003276753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8027381,"threshold_uncertainty_score":0.9992027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009575853979504405,"score_gpt":0.3136427364288696,"score_spread":0.3040668824493652,"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."}}