{"id":"W4408776791","doi":"10.1016/j.labinv.2024.103140","title":"907 Intraductal Carcinoma of the Prostate and its Association with Metastasis in High-risk Prostate Cancer: Insights from the PATRON clinical trial","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Prostate cancer; Medicine; Prostate; Metastasis; Oncology; Internal medicine; Carcinoma; Prostate carcinoma; Pathology; 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":[0.0006231567,0.0001405128,0.0003055453,0.00006769571,0.0001291078,0.00003049166,0.00008860594,0.0001109135,0.000004475122],"category_scores_gemma":[0.000603687,0.00007161945,0.00003768838,0.0008225726,0.0002064613,0.0001546447,0.00004443769,0.0004250099,9.522731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832711,"about_ca_system_score_gemma":0.001250846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346551,"about_ca_topic_score_gemma":0.001372801,"domain_scores_codex":[0.9980986,0.0005896426,0.0004758139,0.0002882781,0.0003748923,0.00017282],"domain_scores_gemma":[0.9986178,0.0003688892,0.0003776707,0.0002311394,0.0003350867,0.00006946322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005682186,0.00007800861,0.9873628,0.00005275994,0.0002087125,0.000003981886,0.001622764,0.00001054499,0.002461183,0.0002364828,0.0003563218,0.001924262],"study_design_scores_gemma":[0.02645621,0.000509795,0.9215703,0.0002512718,0.0003589609,1.468816e-7,0.0003303857,0.0001330042,0.04884433,0.000977373,0.0004853249,0.00008292277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880592,0.002994106,6.663546e-7,0.006370301,0.0003179108,0.001914324,0.0003110404,0.0000155092,0.00001700347],"genre_scores_gemma":[0.99789,0.001159087,0.00005260693,0.0003256437,0.000133937,0.0002121861,0.00007684747,0.00001208729,0.0001375911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06579251,"threshold_uncertainty_score":0.2920556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228519682174656,"score_gpt":0.3068876668064668,"score_spread":0.2840356985890012,"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."}}