{"id":"W2112164587","doi":"10.4021/jocmr1395w","title":"The Prostate Cancer Intervention Versus Observation Trial (PIVOT) in Perspective","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Perspective (graphical); Intervention (counseling); Prostate; Cancer; Management of prostate cancer; Gynecology; Medical physics; Oncology; Urology; Internal medicine; Nursing; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01993671,0.0003995468,0.004260868,0.0004330639,0.0004384448,0.002299877,0.0008875034,0.002663701,0.00289599],"category_scores_gemma":[0.04161168,0.0001874375,0.001967698,0.001082844,0.001246247,0.002083843,0.001352186,0.005804458,0.0004339691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146622,"about_ca_system_score_gemma":0.003777546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621649,"about_ca_topic_score_gemma":0.005224803,"domain_scores_codex":[0.9853207,0.01213247,0.0008422505,0.0006194951,0.000693379,0.0003916743],"domain_scores_gemma":[0.9630885,0.03263997,0.002020667,0.0005316407,0.001075262,0.0006439713],"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":[0.04869326,0.0002619354,0.004085279,0.1294238,0.01137428,0.0004166718,0.001141664,0.001834292,0.001310838,0.08631898,0.04807861,0.6670604],"study_design_scores_gemma":[0.05492679,0.02362054,0.01994105,0.1809015,0.03772891,0.001699559,0.002080549,0.001974304,0.00200925,0.09426688,0.5804747,0.0003759394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01222617,0.9061096,0.001616106,0.06526107,0.007424933,0.0002673821,0.0004025945,0.00003277826,0.006659426],"genre_scores_gemma":[0.2649227,0.6435017,0.005406505,0.06651076,0.0153881,0.000803562,0.0005645966,0.00007557237,0.002826528],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01993671,"threshold_uncertainty_score":0.1054367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.429722341214395,"score_gpt":0.6190889062465835,"score_spread":0.1893665650321885,"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."}}