{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005343135,0.0005373955,0.001029534,0.0004596254,0.003077016,0.003652205,0.001773942,0.05274766,0.008008959],"category_scores_gemma":[0.03570609,0.0005602404,0.001047069,0.0004180438,0.005047943,0.005992321,0.002009521,0.04149138,0.004622027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002944712,"about_ca_system_score_gemma":0.002831757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673166,"about_ca_topic_score_gemma":0.00652935,"domain_scores_codex":[0.9950476,0.001874304,0.0004857967,0.0005371752,0.001527947,0.0005273272],"domain_scores_gemma":[0.9784262,0.01543443,0.0008892313,0.0007875633,0.001981131,0.002481485],"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":[0.0001467488,0.00005655508,0.001502744,0.00009766626,0.00002760081,0.003091813,0.0002923438,0.0002388983,0.0005500371,0.01246638,0.9346581,0.04687114],"study_design_scores_gemma":[0.000105488,0.0001387379,0.0009721777,0.000237504,0.00002505997,0.004470224,0.000759778,0.0006494116,0.0004938668,0.05726346,0.9348118,0.00007260615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003893586,0.001934239,0.0002598253,0.9866467,0.008585051,0.000003959698,0.00001623206,0.00001889711,0.002145724],"genre_scores_gemma":[0.007660613,0.002381406,0.0007442762,0.9416645,0.04133415,0.00002262929,0.00003519501,0.00003271057,0.006124588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05274766,"threshold_uncertainty_score":0.02825755,"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."}}