{"id":"W4393276355","doi":"10.3389/fonc.2024.1370565","title":"Centrosomes and associated proteins in pathogenesis and treatment of breast cancer","year":2024,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"Academic Medical Organization of Southwestern Ontario; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Centrosome; Biology; Breast cancer; Cancer research; Cancer; Mitosis; Chromosome instability; PLK1; Genome instability; Kinase; Bioinformatics; Cell cycle; Cell biology; Genetics; DNA damage; Chromosome; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006123204,0.00008605106,0.0001929967,0.00007884208,0.00001030446,0.000005440031,0.00003186905,0.0001652667,0.000003419088],"category_scores_gemma":[0.000008346956,0.00007705548,0.00002418561,0.0000745608,0.00008584378,0.000002208503,0.00002655986,0.00003280695,1.087134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180901,"about_ca_system_score_gemma":0.0001062017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001686027,"about_ca_topic_score_gemma":0.001126922,"domain_scores_codex":[0.9994293,0.00005397123,0.0001353815,0.0002133549,0.00002552238,0.0001424479],"domain_scores_gemma":[0.9998581,0.000007254117,0.00002883945,0.00006608111,0.00001222406,0.0000274306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406918,0.0002638527,0.5262822,0.00004879649,0.0001074988,0.00003412842,0.0004127901,0.0000188613,0.3220037,0.00003610517,0.001041207,0.1496102],"study_design_scores_gemma":[0.005548058,0.002440355,0.8447857,0.0001892066,0.0001515925,0.00008708121,0.0007917185,0.003069047,0.05024377,0.0003573149,0.09175823,0.0005779095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794815,0.01944538,0.000126293,0.0003029826,0.000227187,0.0002188967,0.0001301343,0.000003689725,0.00006396519],"genre_scores_gemma":[0.9845821,0.01429726,0.0007031479,0.0000399363,0.00004423632,0.00007372034,0.00003510118,0.00001106832,0.0002134476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3185035,"threshold_uncertainty_score":0.3142231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005647418136304743,"score_gpt":0.2509250681483496,"score_spread":0.2452776500120449,"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."}}