{"id":"W2776118692","doi":"10.1016/j.eururo.2017.11.029","title":"A Partner in Crime: Tumor-associated Stroma and Metastatic Prostate Cancer","year":2017,"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":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Stroma; Prostate; Prostate cancer; Cancer; Oncology; Pathology; Gynecology; Internal medicine; Immunohistochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004539173,0.0003695655,0.0007450987,0.0002785333,0.0001139051,0.00005977986,0.0002157463,0.0001483931,0.0002273059],"category_scores_gemma":[0.0002145284,0.0002828012,0.00008713648,0.0000882269,0.0003917594,0.00005721983,0.0001860609,0.001890861,0.0001347945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141127,"about_ca_system_score_gemma":0.0002875188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002298479,"about_ca_topic_score_gemma":0.00005015006,"domain_scores_codex":[0.9971843,0.0007382138,0.000345008,0.0006649062,0.0002779673,0.0007896005],"domain_scores_gemma":[0.9988891,0.0001260354,0.0002515211,0.0005116754,0.00009805053,0.0001236441],"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":[0.0004796116,0.000121266,0.02881232,0.0003192255,0.0005906628,0.07192761,0.0004873616,8.629348e-7,0.0001552608,0.00000465446,0.8950907,0.002010456],"study_design_scores_gemma":[0.005705359,0.001073496,0.1481897,0.0001970449,0.0004840517,0.0002841057,0.0000121789,0.00003189067,0.00002510595,0.00007443083,0.843599,0.0003236613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2256755,0.01125334,6.927311e-7,0.7294346,0.0005643779,0.001800836,0.0003540601,0.0001242416,0.03079239],"genre_scores_gemma":[0.3459149,0.002838075,0.00006511829,0.5355781,0.002228808,0.0003226376,0.001545309,0.0004227679,0.1110843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1938565,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04801246166563941,"score_gpt":0.3424569798413135,"score_spread":0.2944445181756741,"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."}}