{"id":"W2607459795","doi":"10.1016/j.eururo.2017.04.004","title":"Intraductal Carcinoma of the Prostate: Anonymous to Ominous","year":2017,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Carcinoma; Prostate; Prostate disease; Prostate carcinoma; General surgery; Urology; Gynecology; Oncology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001459272,0.0003219636,0.0005768925,0.00009674772,0.0001069576,0.00001993491,0.0004432071,0.0001814372,0.00008759909],"category_scores_gemma":[0.000124476,0.0002073223,0.0002093872,0.00005871585,0.0002692477,0.00001876732,0.0002986417,0.0009215848,0.0002485379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008943717,"about_ca_system_score_gemma":0.0001913726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005884308,"about_ca_topic_score_gemma":0.000005156559,"domain_scores_codex":[0.9981878,0.0002641568,0.0003456099,0.0005302788,0.0002280009,0.0004441327],"domain_scores_gemma":[0.9982126,0.00006327501,0.0003176711,0.001205566,0.0001060618,0.00009477571],"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":[0.0001358742,0.00008594796,0.01538217,0.0001312274,0.0001523117,0.008402405,0.0003554538,9.391913e-7,0.0001639028,0.000006313498,0.96885,0.006333502],"study_design_scores_gemma":[0.0009448535,0.00173483,0.1378765,0.00005752786,0.0003064699,0.0007921779,0.000003212572,8.371477e-7,0.0006580207,0.00001241768,0.8574511,0.0001619555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.229337,0.001122036,0.000002121905,0.7369747,0.001510512,0.001348791,0.0002112035,0.000037642,0.02945603],"genre_scores_gemma":[0.5895953,0.00006467603,0.00004031892,0.4024003,0.002455188,0.00004117454,0.0001171559,0.0001043559,0.005181581],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3602583,"threshold_uncertainty_score":0.8454357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761132192925529,"score_gpt":0.245025313277147,"score_spread":0.2274139913478917,"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."}}