{"id":"W2901194350","doi":"10.3389/fsurg.2018.00074","title":"Current Imaging Techniques for Lymph Node Staging in Prostate Cancer: A Review","year":2018,"lang":"en","type":"review","venue":"Frontiers in Surgery","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Frontiers Foundation","keywords":"Medicine; Lymph node; Prostate cancer; Cancer; Prostate; Radiology; Medical physics; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002324105,0.001351632,0.0030116,0.008419727,0.0003591441,0.001972933,0.001801579,0.001724808,0.003935652],"category_scores_gemma":[0.007222462,0.0006475047,0.002399435,0.008152561,0.0008124684,0.002283643,0.0008059557,0.001441068,0.0009955501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396896,"about_ca_system_score_gemma":0.003392929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285249,"about_ca_topic_score_gemma":0.003839586,"domain_scores_codex":[0.9984313,0.0003354977,0.0005378768,0.000169009,0.0004593335,0.00006707363],"domain_scores_gemma":[0.9934114,0.00459904,0.001070225,0.00008515397,0.0007490445,0.0000851629],"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":[0.0001375901,0.00004952357,0.0005904229,0.433811,0.0007168757,0.0002198032,0.0001560017,0.0002359549,0.0004307771,0.001097766,0.0148005,0.5477538],"study_design_scores_gemma":[0.00009936264,0.0003226902,0.006489177,0.5065138,0.005870338,0.003664416,0.0003992206,0.0002356457,0.000481001,0.002051073,0.4737835,0.00008980956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003970885,0.9996144,0.0000275988,0.0001174959,0.00005604034,0.000005962537,0.0000167634,0.000001735409,0.0001202367],"genre_scores_gemma":[0.0004601715,0.999198,0.0001000871,0.000101326,0.00007371671,0.00001108983,0.00002062217,8.062463e-7,0.0000342927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008419727,"threshold_uncertainty_score":0.01316613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06509561836648589,"score_gpt":0.4118972213527048,"score_spread":0.346801602986219,"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."}}