{"id":"W2134889564","doi":"10.1016/j.ijrobp.2014.05.640","title":"Identification of a Proteomic Signature to Predict Recurrence in Intermediate Risk Prostate Cancer","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Prostate cancer; Identification (biology); Signature (topology); Oncology; Biochemical recurrence; Internal medicine; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000455248,0.0004366078,0.0005455347,0.001820945,0.0003972928,0.001328916,0.0003186502,0.0005982592,0.0008980356],"category_scores_gemma":[0.00151781,0.0002052884,0.0004735032,0.0008580551,0.0002451656,0.0004254202,0.0004675586,0.0004814787,0.0004424377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241643,"about_ca_system_score_gemma":0.0002835185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000610544,"about_ca_topic_score_gemma":0.0006799793,"domain_scores_codex":[0.9997638,0.0000338794,0.00002416168,0.00005232493,0.00007739512,0.00004849544],"domain_scores_gemma":[0.9995551,0.00008492744,0.0001354739,0.00002943333,0.0001167473,0.00007828764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002927914,0.0004472772,0.603723,0.0002651782,0.0006053813,0.0009898205,0.0002523514,0.0008928026,0.3236355,0.0003674486,0.002188277,0.06370498],"study_design_scores_gemma":[0.00006541882,0.0009246817,0.9067532,0.00005736162,0.0004903324,0.004626412,0.000450935,0.01339068,0.06861908,0.0008909232,0.003671175,0.00005981692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951325,0.001369453,0.001226397,0.0002511947,0.00005569668,0.00003053371,0.0005875462,0.00007209708,0.001274408],"genre_scores_gemma":[0.9967024,0.0003569838,0.001490329,0.0001323558,0.00004655492,0.00001776423,0.0007355876,0.00001317886,0.0005047944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001820945,"threshold_uncertainty_score":0.003004193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527611950494208,"score_gpt":0.3547022631052062,"score_spread":0.3394261436002641,"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."}}