{"id":"W2887873865","doi":"10.1016/j.eururo.2018.07.028","title":"The Promise and Perils of Sequencing Individual Prostate Cancer Nuclei","year":2018,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Cancer; Gynecology; Internal medicine","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":[0.0005023757,0.0002352482,0.0003614043,0.0001024037,0.0001695856,0.00003567522,0.0002208176,0.0001723361,0.0001278922],"category_scores_gemma":[0.00008523031,0.0001370451,0.00006881931,0.00009175894,0.0009987457,0.00002811384,0.0002283543,0.001036944,0.00005084295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007175611,"about_ca_system_score_gemma":0.0003322924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003078115,"about_ca_topic_score_gemma":0.000006814502,"domain_scores_codex":[0.9980982,0.0004157367,0.0002923654,0.0004037593,0.0002907279,0.0004992422],"domain_scores_gemma":[0.9990494,0.0001412123,0.0001851381,0.0003896848,0.0001573545,0.00007719236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006087695,0.00001717649,0.003516086,0.0003455764,0.0005487954,0.001835932,0.002320421,2.337997e-7,0.0009793795,0.000006444931,0.9759495,0.0138717],"study_design_scores_gemma":[0.001317575,0.00107079,0.005850895,0.00008141912,0.0002574614,0.0001424329,0.00004311881,0.000006140943,0.0002715534,0.00003083092,0.9907965,0.0001312703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2372396,0.01701939,7.926368e-7,0.7242833,0.0005987621,0.001574417,0.0002354242,0.00007390101,0.01897444],"genre_scores_gemma":[0.1506176,0.02302786,0.0002392228,0.7203642,0.01631199,0.0002806991,0.0008410013,0.0006289237,0.08768851],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08662204,"threshold_uncertainty_score":0.5588537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036587580997668,"score_gpt":0.3008160201691731,"score_spread":0.2604501443591964,"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."}}