{"id":"W4393305143","doi":"10.21203/rs.3.rs-4139025/v1","title":"Investigating the Roles of YWHAB in Breast Cancer","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Cancer; Breast cancer; Oncology; Political science; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008870834,0.0001437965,0.0001543739,0.0001681338,0.00006915126,0.00007123179,0.0004973095,0.000267592,0.00008090137],"category_scores_gemma":[0.0003555223,0.000107757,0.0001174562,0.0002482038,0.0002704563,0.000001640803,0.002251232,0.001469525,0.0000191781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008967358,"about_ca_system_score_gemma":0.0007514753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830478,"about_ca_topic_score_gemma":0.002685278,"domain_scores_codex":[0.9982263,0.0003529179,0.0002556436,0.0004377478,0.0004067973,0.0003206259],"domain_scores_gemma":[0.9988075,0.00006954742,0.0000673419,0.0006324964,0.0003596999,0.00006340642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009788075,0.0001823746,0.03463713,0.003809158,0.0003693342,0.00002047278,0.001910878,0.003644814,0.9110845,0.001248071,0.02752334,0.01547201],"study_design_scores_gemma":[0.0008831056,0.0004051907,0.08478473,0.01842884,0.00008189351,0.00008347471,0.007772387,0.003304188,0.8023261,0.03431467,0.04636655,0.001248895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814057,0.008676673,0.000008891937,0.006586653,0.0002291399,0.0007169684,0.0004908163,0.00001174079,0.001873356],"genre_scores_gemma":[0.9970817,0.0009032259,0.00008396299,0.00003680443,0.0004371968,0.0006398917,0.00007836556,0.00003567454,0.0007032029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087585,"threshold_uncertainty_score":0.6384438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04545792724251116,"score_gpt":0.4183905525028297,"score_spread":0.3729326252603186,"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."}}