{"id":"W2555271530","doi":"10.1038/nrclinonc.2016.189","title":"Screening and treatment: where do we go from here?","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Stage (stratigraphy); Internal medicine; Prostate-specific antigen; Randomized controlled trial; Cancer; Gynecology","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":[0.002983223,0.001397633,0.004219547,0.00295747,0.00071951,0.003629673,0.00152818,0.004135558,0.00775313],"category_scores_gemma":[0.005943576,0.000676057,0.001362043,0.003408567,0.001718578,0.004979921,0.002006527,0.005939256,0.00254454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458613,"about_ca_system_score_gemma":0.006539807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004542048,"about_ca_topic_score_gemma":0.01291553,"domain_scores_codex":[0.9987764,0.0003964389,0.0002018178,0.0001573029,0.0003585894,0.0001094028],"domain_scores_gemma":[0.9966993,0.001827241,0.0004407665,0.00006360673,0.0006989402,0.0002700541],"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":[0.0001327946,0.00005966435,0.0002925634,0.03777558,0.0002868481,0.0001149615,0.000127545,0.0003062479,0.0002358644,0.005995946,0.1317277,0.8229443],"study_design_scores_gemma":[0.00005632314,0.0000913117,0.0007142383,0.03743414,0.0004059639,0.0005175048,0.000215663,0.00008357294,0.00005963509,0.003428434,0.9569532,0.00004010501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001270269,0.9975224,0.00002999484,0.001653366,0.0005291883,0.000001673886,0.000008615329,0.000003230582,0.0002388258],"genre_scores_gemma":[0.0002877056,0.9969893,0.00008578681,0.001722141,0.0006675565,0.000004228232,0.0000113775,0.000001663607,0.0002301847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00775313,"threshold_uncertainty_score":0.02593684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1824248389028015,"score_gpt":0.5137869171961926,"score_spread":0.3313620782933911,"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."}}