{"id":"W4213450087","doi":"10.3390/cancers14051148","title":"Human Cytomegalovirus Seropositivity and Viral DNA in Breast Tumors Are Associated with Poor Patient Prognosis","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; Alberta Hospital Edmonton; University of Alberta","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Women and Children's Health Research Institute","keywords":"Human cytomegalovirus; Breast cancer; Medicine; Metastasis; Betaherpesvirinae; Cancer; Immunology; Oncology; Pathology; Herpesviridae; Internal medicine; Virology; Cancer research; Virus; Viral disease","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":[0.0002604415,0.0001854206,0.0003873136,0.0002478449,0.0003342043,0.00003795185,0.0000896268,0.00004966498,0.0003460012],"category_scores_gemma":[0.00002114269,0.000166825,0.00005432951,0.0005677989,0.0001687367,0.00009816444,0.0001486645,0.0005537818,0.000004219995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409364,"about_ca_system_score_gemma":0.0005565758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004189046,"about_ca_topic_score_gemma":0.002525975,"domain_scores_codex":[0.9981914,0.0001323069,0.0002247811,0.0004067447,0.0005730691,0.0004716937],"domain_scores_gemma":[0.9993858,0.00003082374,0.0001200042,0.0001712755,0.00007692892,0.0002152027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001776135,0.0004280597,0.9716536,0.0001186212,0.0002201711,0.0013612,0.001498933,0.0002777118,0.01186224,0.00007124936,0.002846651,0.007885447],"study_design_scores_gemma":[0.004495773,0.001670675,0.9856746,0.0002729089,0.0000634261,0.0001665378,0.001893052,0.0005572501,0.002218095,0.00002223192,0.002593347,0.0003721607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968231,0.0001779284,4.223373e-7,0.0007708214,0.00003438403,0.0006888193,0.0002723663,0.00005455957,0.001177629],"genre_scores_gemma":[0.998572,0.00001090848,0.000008941497,0.0006779591,0.00003717995,0.0003114966,0.00004624057,0.00003983898,0.0002954526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01402096,"threshold_uncertainty_score":0.8915368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781465344998152,"score_gpt":0.2754868021968901,"score_spread":0.2576721487469086,"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."}}