{"id":"W4361205594","doi":"10.2217/epi-2023-0045","title":"Epigenetics-Based Diagnostic and Therapeutic Strategies: Shifting the Paradigm in Prostate Cancer","year":2023,"lang":"en","type":"review","venue":"Epigenomics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Epigenetics; Prostate cancer; Biology; microRNA; Bioinformatics; Cancer; Epigenesis; Non-coding RNA; DNA methylation; Computational biology; Cancer research; Gene expression; Gene; Genetics","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":[0.001264014,0.0008725787,0.001298956,0.001883522,0.0003138489,0.001095909,0.001292131,0.001635621,0.002411523],"category_scores_gemma":[0.001074967,0.0002383771,0.0004528651,0.001439313,0.001100115,0.001900173,0.001119457,0.002889128,0.001413679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009882343,"about_ca_system_score_gemma":0.001322469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008139543,"about_ca_topic_score_gemma":0.001568804,"domain_scores_codex":[0.9997264,0.00007358967,0.00002616821,0.00004214931,0.00009964327,0.00003199921],"domain_scores_gemma":[0.9994925,0.0002652254,0.00004002782,0.00001891085,0.0001256994,0.0000576361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006095636,0.00006491947,0.0001764886,0.009562619,0.00007311284,0.0002817962,0.00008678184,0.0005425471,0.0025409,0.01430742,0.0269438,0.9453587],"study_design_scores_gemma":[0.00001283542,0.0001003556,0.0005045739,0.002069138,0.00006834366,0.001243585,0.00007584551,0.0001650072,0.0007822308,0.006264292,0.9886916,0.0000220854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008888034,0.9977204,0.0003633997,0.0008146833,0.0002992917,0.000003545006,0.000009535028,0.00001085074,0.0006892839],"genre_scores_gemma":[0.0007756499,0.9977126,0.0003220415,0.0004161219,0.0003298345,0.000006281979,0.00001885362,0.000002282885,0.0004162324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002411523,"threshold_uncertainty_score":0.00806731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04953847226581871,"score_gpt":0.3508576548779896,"score_spread":0.3013191826121709,"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."}}