{"id":"W2019621848","doi":"10.1016/j.clinthera.2014.10.023","title":"Comparative Effectiveness Analysis of Monotherapy With Cytotoxic Agents in Triple-negative Metastatic Breast Cancer in a Community Setting","year":2014,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Augmentium Pharma Consulting (Canada)","funders":"Eisai","keywords":"Medicine; Vinorelbine; Eribulin; Internal medicine; Oncology; Gemcitabine; Capecitabine; Metastatic breast cancer; Breast cancer; Cancer; Chemotherapy; Colorectal cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.001446664,0.0001807567,0.001302567,0.0002727325,0.00003894121,0.000005136091,0.0001058283,0.00007806292,0.0001069904],"category_scores_gemma":[0.00002681536,0.0001318801,0.000181205,0.00115499,0.0002636696,0.00004034827,0.00002090879,0.0005503703,0.000001220881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655213,"about_ca_system_score_gemma":0.000122397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008984995,"about_ca_topic_score_gemma":0.002959733,"domain_scores_codex":[0.9963487,0.002508107,0.0005851344,0.0002116,0.000144724,0.0002017163],"domain_scores_gemma":[0.9955672,0.003748699,0.0002609993,0.0002509355,0.0001026028,0.0000695733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007137775,0.002863398,0.9667009,0.00006898173,0.006077987,0.000007812037,0.00314237,0.001898309,0.0009333104,0.00001883887,0.000003005526,0.01114735],"study_design_scores_gemma":[0.0132799,0.001329806,0.9595833,0.0001743588,0.00240369,0.000002082089,0.0003435038,0.02141406,0.001180336,0.0001359433,0.00003264677,0.0001203684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982893,0.0001591254,0.0002942531,0.0002425907,0.00006024875,0.0007176972,0.00006676643,0.00001171946,0.0001583136],"genre_scores_gemma":[0.9984198,0.0002696293,0.0002718477,0.0008582236,0.00002486767,0.00009810069,0.00001970323,0.0000147462,0.00002306534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951575,"threshold_uncertainty_score":0.5377916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1723262591011196,"score_gpt":0.5039678140005637,"score_spread":0.3316415548994441,"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."}}