{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031186,0.002521205,0.002823813,0.008972436,0.001423365,0.009051649,0.003891564,0.003889971,0.3126545],"category_scores_gemma":[0.01370099,0.001024558,0.001813836,0.005425289,0.0008421491,0.003169866,0.003388167,0.004019331,0.2737132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483724,"about_ca_system_score_gemma":0.002784499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007213001,"about_ca_topic_score_gemma":0.002303537,"domain_scores_codex":[0.9965659,0.0003239143,0.0004607062,0.0004468445,0.001860936,0.0003417464],"domain_scores_gemma":[0.9847097,0.001719228,0.001128611,0.0007528872,0.007775317,0.003914286],"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":[0.00001663555,0.000007966054,0.00001725793,0.0004476624,0.000007082803,0.00004487724,0.000007559722,0.00002341976,0.0001580402,0.0002048661,0.9769635,0.02210111],"study_design_scores_gemma":[0.00001068041,0.000007629947,0.0000926136,0.000216088,0.000005626845,0.00005271496,0.00001101753,0.00001911199,0.0000688626,0.0002334037,0.999276,0.000006408634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000241506,0.03340837,0.001907276,0.02258583,0.8579474,0.0002876814,0.002917752,0.001819642,0.07888453],"genre_scores_gemma":[0.0017131,0.04344067,0.002682225,0.02198618,0.5238862,0.0005164075,0.005533892,0.001476843,0.3987644],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3126545,"threshold_uncertainty_score":0.9804149,"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."}}