{"id":"W3126915654","doi":"10.1200/jco.20.03420","title":"Clinical Cancer Advances 2021: ASCO's Report on Progress Against Cancer","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute for Health and Care Research; Cancer Research UK; Bowel Cancer UK","keywords":"Medicine; Cancer; Oncology; 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":[0.01066566,0.002078269,0.001741287,0.002872508,0.001982728,0.01009891,0.002366603,0.01198719,0.07581263],"category_scores_gemma":[0.01158912,0.00104975,0.002244482,0.002030404,0.001225441,0.003566557,0.00589065,0.01243363,0.04836535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010989,"about_ca_system_score_gemma":0.01743989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004379579,"about_ca_topic_score_gemma":0.01161258,"domain_scores_codex":[0.9925383,0.0007994537,0.0003542423,0.0003773342,0.004258799,0.001671914],"domain_scores_gemma":[0.9824822,0.001938652,0.0007226796,0.0006546015,0.004665216,0.009536752],"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":[0.0000709471,0.00004512675,0.00008626932,0.0001477715,0.000008077203,0.00003951517,0.000006902391,0.00002765708,0.000181499,0.0004830726,0.9811574,0.01774577],"study_design_scores_gemma":[0.0001070881,0.0001214603,0.000879429,0.0002547562,0.00002464917,0.00007310723,0.00001932318,0.00007030016,0.0003298715,0.000592214,0.9975151,0.00001271441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.002195618,0.06359866,0.001921448,0.2799267,0.4786901,0.001350807,0.01445201,0.001764354,0.1561003],"genre_scores_gemma":[0.01544706,0.08802816,0.0072668,0.2040989,0.2380746,0.001568382,0.0320731,0.001756633,0.4116864],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07581263,"threshold_uncertainty_score":0.2536185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06905533953624172,"score_gpt":0.4974178235983652,"score_spread":0.4283624840621235,"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."}}