{"id":"W3093476204","doi":"10.1016/j.ctrv.2020.102113","title":"National comprehensive cancer network recommendations for drugs without US food and drug administration approval in metastatic breast cancer: A cross-sectional study","year":2020,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Food and drug administration; Metastatic breast cancer; Cancer; Breast cancer; Drug; Cancer drugs; Oncology; Drug approval; Drug administration; Internal medicine; Intensive care medicine; 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":[0.000784745,0.0009591407,0.003801273,0.0002724657,0.0002929927,0.0001780996,0.0002394347,0.0001777766,0.0005042692],"category_scores_gemma":[0.00006115446,0.0007248152,0.000687275,0.0009957224,0.0001567417,0.0001664479,0.00008912734,0.0006057209,0.0000199315],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005756125,"about_ca_system_score_gemma":0.007139547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170054,"about_ca_topic_score_gemma":0.00588075,"domain_scores_codex":[0.9944233,0.0007358426,0.001959512,0.001470089,0.0007486899,0.0006625548],"domain_scores_gemma":[0.9972267,0.0004526452,0.0009577773,0.0004376086,0.0005254615,0.0003997718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002962176,0.0007361912,0.02507441,0.01779044,0.00193637,0.00001454395,0.0003713313,0.00002726356,1.346274e-7,0.00003340701,0.00651537,0.9472043],"study_design_scores_gemma":[0.003767335,0.0009661232,0.002789066,0.01217862,0.002561439,0.00009129438,0.00005980687,0.00008038731,5.092066e-7,0.0000240323,0.9769738,0.0005075369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003048217,0.9720892,0.00001510217,0.001602197,0.0007109997,0.02010419,0.005020108,0.00004886062,0.00010457],"genre_scores_gemma":[0.0002958587,0.9270014,0.0007712611,0.0003144139,0.001667008,0.06790805,0.001294875,0.000131394,0.0006156917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704584,"threshold_uncertainty_score":0.9995203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2736387104802975,"score_gpt":0.5247481558783833,"score_spread":0.2511094453980858,"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."}}