{"id":"W4200302222","doi":"10.1038/s43018-021-00303-8","title":"Cancer drug approvals and setbacks in 2021","year":2021,"lang":"en","type":"article","venue":"Nature Cancer","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Cancer drugs; Cancer; Drug; Drug approval; Medicine; Intensive care medicine; Pharmacology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007575957,0.000624943,0.0007799793,0.002005953,0.001180023,0.00626193,0.0008996495,0.005649894,0.03420077],"category_scores_gemma":[0.02816799,0.0004514057,0.001657388,0.001610726,0.001095249,0.002876784,0.001941001,0.006176275,0.008863682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006655958,"about_ca_system_score_gemma":0.008918069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096379,"about_ca_topic_score_gemma":0.0144242,"domain_scores_codex":[0.9939877,0.0009449687,0.000504014,0.0004285228,0.002653945,0.001480808],"domain_scores_gemma":[0.9899995,0.003586116,0.001383757,0.0002838204,0.002522468,0.002224364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003382299,0.0002537359,0.008545836,0.0007588558,0.000210482,0.0007191262,0.000141276,0.00120268,0.001615947,0.06879344,0.6323947,0.2819816],"study_design_scores_gemma":[0.0002398526,0.0004115531,0.02298322,0.0004792425,0.0001078801,0.0007226657,0.0002300264,0.0005285023,0.001425655,0.007226802,0.9655883,0.00005644873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.07729653,0.1002694,0.004490414,0.4108199,0.06466739,0.0003546712,0.03695141,0.0015924,0.3035578],"genre_scores_gemma":[0.511824,0.03348305,0.004050857,0.2301816,0.01434366,0.000647223,0.02503376,0.0005121909,0.1799237],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03420077,"threshold_uncertainty_score":0.1144129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327440895309508,"score_gpt":0.3834506623289888,"score_spread":0.3701762533758937,"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."}}