{"id":"W2590305906","doi":"10.1016/j.euf.2017.02.007","title":"Metabolic Imaging of Prostate Cancer Reveals Intrapatient Intermetastasis Response Heterogeneity to Systemic Therapy","year":2017,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Prostate cancer; Systemic therapy; Tumour heterogeneity; Cancer; Biopsy; Positron emission tomography; Molecular imaging; Prostate; Targeted therapy; Systemic disease; Oncology; Internal medicine; Pathology; Radiology; Disease; In vivo; Breast 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002506808,0.0001157412,0.0002814844,0.000441214,0.0001188524,0.0002355107,0.0001008656,0.0001658658,0.0007932894],"category_scores_gemma":[0.0005378005,0.0001043191,0.000152501,0.0002679711,0.000154975,0.0001645139,0.0001668397,0.0002099361,0.0001102439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622921,"about_ca_system_score_gemma":0.00006526959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005000372,"about_ca_topic_score_gemma":0.0007961008,"domain_scores_codex":[0.9998707,0.00004249956,0.000006852471,0.0000335946,0.00002502369,0.00002141778],"domain_scores_gemma":[0.9996966,0.00009350027,0.0001082096,0.00002809139,0.00002847119,0.00004514863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001480726,0.0000774161,0.8068942,0.00006197643,0.0001351105,0.0009851622,0.00021877,0.0008411385,0.1613871,0.00008035321,0.0001655653,0.02767256],"study_design_scores_gemma":[0.00001414252,0.0006498519,0.9799067,0.000002745834,0.0000779648,0.003355889,0.0001079395,0.001063456,0.01428883,0.00005829722,0.0004662215,0.000007996052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984603,0.0005817994,0.0005280625,0.00001773934,9.687793e-7,0.000004189813,0.00004060994,0.00001034833,0.000355961],"genre_scores_gemma":[0.9996481,0.00006602859,0.0001384631,0.00001177378,0.000003633395,0.000002702521,0.00005330469,0.000003220376,0.00007286249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007932894,"threshold_uncertainty_score":0.002653778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569654831400013,"score_gpt":0.3448886157224765,"score_spread":0.3091920674084764,"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."}}