{"id":"W4387263583","doi":"10.1158/1940-6207.capr-16-10-hfl","title":"Editors' Selections from Relevant Scientific Publications","year":2023,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Breast cancer; Download; Cancer; Medicine; Library science; Computer science; World Wide Web; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000726067,0.00007298179,0.00006883473,0.0002362324,0.0005125908,0.0002001517,0.0002574726,0.00009869083,0.0003397917],"category_scores_gemma":[0.0004263998,0.00007931257,0.00007077669,0.001140462,0.000160324,0.000007185373,0.0002115176,0.0001657866,0.0002814716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007856629,"about_ca_system_score_gemma":0.0006841903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002582913,"about_ca_topic_score_gemma":0.0008482254,"domain_scores_codex":[0.9986171,0.0001017468,0.0001588716,0.0004497783,0.0003254701,0.0003470067],"domain_scores_gemma":[0.9987841,0.00006767301,0.00003650995,0.0004615686,0.0005301888,0.0001200076],"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":[0.00001368779,0.00004993132,0.001942428,0.000006975151,0.00003488082,4.845467e-7,0.00004134205,0.0001565187,0.1879087,0.0003800473,0.8043339,0.005131046],"study_design_scores_gemma":[0.000239957,0.00006936766,0.009848041,0.00001764949,0.000008120563,4.858335e-7,0.00008990486,0.0002692205,0.03409252,0.003126584,0.9521324,0.0001057472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823001,0.001858693,0.001455807,0.00521154,0.005072278,0.0006223036,0.0004827927,0.0001019201,0.002894579],"genre_scores_gemma":[0.9020345,0.003175152,0.0003518552,0.00007095115,0.008805599,0.001203697,0.002562018,0.00005222178,0.08174405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538162,"threshold_uncertainty_score":0.3942486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07144144620265588,"score_gpt":0.4122031756641743,"score_spread":0.3407617294615184,"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."}}