{"id":"W2115517212","doi":"10.1186/1756-9966-32-77","title":"Prognostication of prostate cancer based on NUCB2 protein assessment: NUCB2 in prostate cancer","year":2013,"lang":"en","type":"article","venue":"Journal of Experimental & Clinical Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Tianjin Medical University; National Natural Science Foundation of China","keywords":"Prostate cancer; Biochemical recurrence; Proportional hazards model; Immunohistochemistry; Oncology; Medicine; Hyperplasia; Cancer; Survival analysis; Prostate; Internal medicine; Biomarker; Tissue microarray; DU145; Cancer research; Biology; Prostatectomy","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":[0.00306224,0.0003287082,0.000988473,0.000720421,0.0001401415,0.00009447287,0.0004244066,0.0001962297,0.002692225],"category_scores_gemma":[0.0004190195,0.0002309851,0.0003246762,0.001055212,0.0007698586,0.0004215201,0.0001462881,0.002025892,0.00002843167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877781,"about_ca_system_score_gemma":0.004330068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003087258,"about_ca_topic_score_gemma":0.0001006979,"domain_scores_codex":[0.9932655,0.0007890148,0.001860917,0.0005939242,0.00253961,0.0009510037],"domain_scores_gemma":[0.9957054,0.0005689808,0.0006896937,0.0004582935,0.001935086,0.0006425383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01398022,0.007651357,0.7249048,0.0006510345,0.0004037465,0.0002668836,0.0010058,0.0001886336,0.2019397,0.00009212692,0.005252635,0.04366307],"study_design_scores_gemma":[0.0319339,0.01864839,0.471671,0.009331825,0.0001276181,0.00001734623,0.002342441,0.003691487,0.4565949,0.0003573234,0.004667731,0.0006160614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737127,0.0081434,0.000002419171,0.01154552,0.0003273781,0.004867092,0.00006685606,0.0000142408,0.001320386],"genre_scores_gemma":[0.9889506,0.004452837,0.0005660837,0.0002779697,0.0004935673,0.00331554,0.00001599253,0.00007351593,0.001853915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546552,"threshold_uncertainty_score":0.9982194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1596660759306919,"score_gpt":0.5641492340042136,"score_spread":0.4044831580735216,"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."}}