{"id":"W3132423864","doi":"10.1158/1538-7445.sabcs20-ps14-13","title":"Abstract PS14-13: National comprehensive cancer network (NCCN) recommendations for drugs without US food and drug administration (FDA) approval in metastatic breast cancer: A cross-sectional study","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Metastatic breast cancer; Internal medicine; Cancer; Breast cancer; Confidence interval; Odds ratio; Oncology; Food and drug administration; Drug; Gynecology; Pharmacology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001057381,0.0002981317,0.0005229607,0.0002721279,0.0005268069,0.0001839374,0.0001671538,0.0000910103,0.0007206496],"category_scores_gemma":[0.0001058679,0.000301076,0.0001018886,0.0009566137,0.0003400701,0.0003841775,0.0001095925,0.0008012992,0.000003995029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499376,"about_ca_system_score_gemma":0.00404787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158523,"about_ca_topic_score_gemma":0.0154148,"domain_scores_codex":[0.9962,0.0002473952,0.000640932,0.0009077289,0.001252647,0.0007512847],"domain_scores_gemma":[0.9959698,0.000620952,0.0001861816,0.0002927819,0.002673936,0.000256314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006642887,0.001432305,0.9411146,0.0008125891,0.001290203,0.00004309551,0.002842224,0.006298299,0.003220056,0.0005065182,0.002566715,0.03323048],"study_design_scores_gemma":[0.008840928,0.0003668474,0.9747452,0.0004368077,0.00007427949,0.0001116354,0.002890418,0.0005217389,0.001033697,0.00143197,0.009181521,0.0003649359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825726,0.004708614,0.0001139385,0.007871807,0.0005168333,0.002443635,0.001586352,0.00004882184,0.0001374161],"genre_scores_gemma":[0.9899178,0.0006531343,0.001057598,0.0004502326,0.00116538,0.005726731,0.0002397747,0.00007316643,0.0007161621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03363059,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390623147961685,"score_gpt":0.4850578976904859,"score_spread":0.3459955828943173,"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."}}