{"id":"W2327737584","doi":"10.1097/igc.0b013e318205759f","title":"MYBL2 (B-MYB) in Cervical Cancer: Putative Biomarker","year":2011,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Cervical cancer; Cervical intraepithelial neoplasia; Cancer research; Medicine; Oncogene; Cancer; Pathology; Biology; HeLa; Cell cycle; Cell; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003186539,0.0001767799,0.000421217,0.0003246411,0.00002154242,0.00001499847,0.0003434021,0.0002014832,0.008052647],"category_scores_gemma":[0.0004045691,0.0001329369,0.0002474736,0.0002473004,0.0001796802,0.0001446631,0.00008983791,0.0005955657,0.00002708799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151584,"about_ca_system_score_gemma":0.000571564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000451298,"about_ca_topic_score_gemma":0.000408146,"domain_scores_codex":[0.9980499,0.00008671854,0.0006897933,0.000229462,0.0006725466,0.0002716438],"domain_scores_gemma":[0.9983518,0.0001419212,0.0003970138,0.0001015792,0.0007958898,0.0002118637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01316337,0.003394232,0.6697011,0.00007427673,0.003192578,0.01147446,0.003925614,0.000664943,0.03334499,0.002317367,0.009863353,0.2488837],"study_design_scores_gemma":[0.004967344,0.0007941381,0.971786,0.0002987693,0.0001361281,0.0005038378,0.0002114275,0.0003682654,0.007395782,0.001518125,0.01179517,0.0002250299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981854,0.00265542,0.0004755343,0.004597066,0.002793717,0.0002434265,0.00004477188,0.00002246656,0.007313553],"genre_scores_gemma":[0.9953947,0.001228046,0.001011425,0.001758028,0.000349832,0.00004170941,0.00000483632,0.00002027692,0.00019115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3020849,"threshold_uncertainty_score":0.9928541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06702362069151328,"score_gpt":0.3507116974092771,"score_spread":0.2836880767177638,"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."}}