{"id":"W2736306524","doi":"","title":"Novel Biomarkers for Prostate Cancer Progression","year":2017,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Cancer; Medicine; Prostate; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002036696,0.001018953,0.001112995,0.00316771,0.0005857488,0.002127907,0.0008502181,0.001527686,0.005743786],"category_scores_gemma":[0.002833884,0.0004016724,0.0008341185,0.002638659,0.000544261,0.001113337,0.0007221778,0.00201023,0.002231478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118015,"about_ca_system_score_gemma":0.0006781911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300853,"about_ca_topic_score_gemma":0.001730922,"domain_scores_codex":[0.9987024,0.0003147377,0.00008763805,0.0002642904,0.0005024106,0.0001284659],"domain_scores_gemma":[0.9984807,0.0003463143,0.0005092972,0.00008907235,0.0004299249,0.0001446361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001906605,0.0009537428,0.3282751,0.00387713,0.001231674,0.00109222,0.0003699151,0.004393003,0.1045357,0.01013704,0.0433288,0.4998991],"study_design_scores_gemma":[0.0003206726,0.00384558,0.4755141,0.001748458,0.001486497,0.008875205,0.0006799912,0.02709162,0.0947803,0.01734444,0.3679176,0.0003956252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.300315,0.5384548,0.06354003,0.01256715,0.006569431,0.001502993,0.01693148,0.003769286,0.05634987],"genre_scores_gemma":[0.8148137,0.07424746,0.06568478,0.003978446,0.003649408,0.001104201,0.00877321,0.0001337659,0.02761498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005743786,"threshold_uncertainty_score":0.01921481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05441559606095481,"score_gpt":0.3453868059706891,"score_spread":0.2909712099097343,"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."}}