{"id":"W2891887155","doi":"10.1200/jco.18.00242","title":"National Cancer Institute Breast Cancer Steering Committee Working Group Report on Meaningful and Appropriate End Points for Clinical Trials in Metastatic Breast Cancer","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Achieve Life Sciences (Canada)","funders":"AstraZeneca","keywords":"Medicine; Breast cancer; Clinical trial; Metastatic breast cancer; Cancer; Oncology; Internal medicine; Family medicine; Medical physics","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":[0.02117581,0.0002709308,0.003123913,0.000262831,0.00009238865,0.00002230132,0.0001652505,0.0003714662,0.0004793745],"category_scores_gemma":[0.003480411,0.0001933748,0.0006324108,0.0002176587,0.0004899821,0.0001890834,0.00005908983,0.001130485,0.000002727252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006991447,"about_ca_system_score_gemma":0.003259954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004976845,"about_ca_topic_score_gemma":0.003717464,"domain_scores_codex":[0.992332,0.001283621,0.005023885,0.0004640755,0.0005047061,0.0003917058],"domain_scores_gemma":[0.9887515,0.006056614,0.003818142,0.0001486454,0.0007959633,0.0004291072],"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":[0.03302797,0.002902786,0.3764853,0.00007426592,0.002386619,0.0007569823,0.0001695507,0.00005515712,0.0001424039,0.0002686444,0.008761339,0.5749689],"study_design_scores_gemma":[0.03499397,0.006893303,0.8651371,0.0009135539,0.002032024,0.001738676,0.00005061773,0.0005453727,0.00002640793,0.001139792,0.08627906,0.0002501051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385682,0.001394336,0.0002056129,0.04722469,0.01058005,0.001012797,0.0001436983,0.00001748894,0.000853079],"genre_scores_gemma":[0.9715315,0.005334015,0.002646163,0.007320373,0.01276195,0.0001282465,0.000010777,0.00003392656,0.0002330782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5747188,"threshold_uncertainty_score":0.7885597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4241682816083695,"score_gpt":0.5935647420298819,"score_spread":0.1693964604215124,"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."}}