{"id":"W3007846303","doi":"10.1200/jco.2020.38.6_suppl.348","title":"Head-to-head comparison between decipher and prolaris tests: Two commercially available post-prostatectomy genomic tests.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Medicine; Prostatectomy; Cohort; Internal medicine; Oncology; Biochemical recurrence; Cancer; Pathology; Prostate cancer","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":[0.003960204,0.0005531025,0.0004665155,0.00135663,0.0002627426,0.0008142922,0.0004643615,0.0006893901,0.00329248],"category_scores_gemma":[0.00968377,0.0002587726,0.0005380638,0.0008823036,0.0005984053,0.000717123,0.0007303766,0.0006332307,0.001081325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901426,"about_ca_system_score_gemma":0.0002205775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000485588,"about_ca_topic_score_gemma":0.001048793,"domain_scores_codex":[0.9961642,0.001726192,0.0002341085,0.0008674171,0.0008228368,0.0001852919],"domain_scores_gemma":[0.9839632,0.00937477,0.003422193,0.0009923137,0.001421421,0.000826191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01421002,0.0004157392,0.9400669,0.0001439516,0.0007213469,0.0001220509,0.00016835,0.0005011648,0.008230808,0.0001413082,0.0008095435,0.0344688],"study_design_scores_gemma":[0.0004031901,0.01218613,0.9605561,0.00003169448,0.0005205772,0.001325297,0.0002712761,0.002700747,0.01943096,0.0002326785,0.002293375,0.00004802686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931049,0.001163776,0.001634232,0.0001152402,0.00006901014,0.00009233327,0.001428682,0.00006817253,0.002323697],"genre_scores_gemma":[0.994524,0.0002007647,0.00236257,0.000116392,0.00006266243,0.00008931839,0.001611318,0.00002041684,0.001012466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003960204,"threshold_uncertainty_score":0.02094382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2682881504647991,"score_gpt":0.5312368767897085,"score_spread":0.2629487263249095,"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."}}