{"id":"W4211087830","doi":"10.1016/s0140-6736(14)61947-4","title":"Prostate cancer","year":2015,"lang":"en","type":"review","venue":"The Lancet","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":917,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Astellas Pharma; National Cancer Institute; Cancer Research UK; Prostate Cancer UK; Ipsen; National Institute for Health and Care Research; GlaxoSmithKline","keywords":"Prostate cancer; Overdiagnosis; Medicine; Docetaxel; Oncology; Internal medicine; Disease; Cancer; Prostate; Cabazitaxel; Androgen deprivation therapy","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":[0.0006617309,0.001014928,0.001663156,0.002353613,0.0003524768,0.001523844,0.0006787229,0.001496971,0.02888859],"category_scores_gemma":[0.001643177,0.0004390363,0.00074723,0.002184812,0.0004555465,0.001027342,0.001143258,0.002258613,0.01025281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009372365,"about_ca_system_score_gemma":0.002927712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004764176,"about_ca_topic_score_gemma":0.01256045,"domain_scores_codex":[0.9995874,0.00008995379,0.000051221,0.00005844447,0.0001616941,0.00005130998],"domain_scores_gemma":[0.9995977,0.0001312015,0.00007766334,0.0000261611,0.0001151531,0.00005214489],"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":[0.00008996655,0.00003428031,0.0001065852,0.0175649,0.0001229879,0.00007509162,0.00003183836,0.00009912434,0.0003451705,0.002248306,0.1700222,0.8092595],"study_design_scores_gemma":[0.00006225557,0.00005285462,0.0005278155,0.007354875,0.0001862343,0.0004021117,0.00003046815,0.00002281621,0.00007403093,0.0008259385,0.9904508,0.000009854773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000510092,0.99189,0.00007022024,0.0009997793,0.001161183,0.00001586598,0.0001008973,0.00002024224,0.005690747],"genre_scores_gemma":[0.001221047,0.988767,0.0001939776,0.00237004,0.0008379379,0.0000179162,0.0001822913,0.00000478758,0.006404969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02888859,"threshold_uncertainty_score":0.09664196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293748849616526,"score_gpt":0.4760491146759444,"score_spread":0.2466742297142918,"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."}}