{"id":"W2528747356","doi":"10.1016/j.eucr.2016.08.010","title":"Potential Impact on Clinical Decision Making via a Genome-Wide Expression Profiling: A Case Report","year":2016,"lang":"en","type":"article","venue":"Urology Case Reports","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Genome British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Genomics; Profiling (computer programming); Clinical trial; Clinical decision making; Oncology; Bioinformatics; Internal medicine; Intensive care medicine; Genome; Cancer; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.001565967,0.0002862536,0.0005640951,0.0002607142,0.000202873,0.00001739302,0.00003813831,0.0003751288,0.0004466327],"category_scores_gemma":[0.001432811,0.0001481528,0.00038128,0.0001455043,0.000215338,0.00009060728,0.000142405,0.0003999715,0.00005214793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294473,"about_ca_system_score_gemma":0.0004643386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003048632,"about_ca_topic_score_gemma":0.000006332261,"domain_scores_codex":[0.9967091,0.0001908358,0.00112546,0.0009395878,0.0004294197,0.0006055934],"domain_scores_gemma":[0.9971945,0.0005832201,0.0004987383,0.0010656,0.0002272772,0.0004306838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.003344487,0.0003249315,0.1289781,0.00001290041,0.0001346753,0.8435949,0.0000247929,0.000008381072,0.005971966,5.239575e-7,0.0005488758,0.0170555],"study_design_scores_gemma":[0.001937435,0.002482125,0.01382452,0.00009194769,0.0001752494,0.976905,0.00001309335,0.00004328702,0.003169534,0.0003243475,0.0008696575,0.0001637566],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923532,0.0004240211,0.004417093,0.0005882548,0.000666344,0.0009068754,0.000009345184,0.0001131042,0.0005217469],"genre_scores_gemma":[0.9975113,0.00005975937,0.0009462171,0.0002443769,0.0004609388,0.00006709093,0.00003315151,0.00004864941,0.0006285764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333102,"threshold_uncertainty_score":0.6041497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861350675390608,"score_gpt":0.4119745764772986,"score_spread":0.3733610697233926,"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."}}