{"id":"W2148918407","doi":"10.1016/j.ctrv.2005.09.008","title":"Radical prostatectomy for early prostate cancer improves long term survival","year":2005,"lang":"en","type":"article","venue":"Cancer Treatment Reviews","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Watchful waiting; Prostatectomy; Prostate cancer; Prostate; Urology; Cancer; Term (time); Surgery; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001857323,0.0006109309,0.001266926,0.0000929341,0.0001727843,0.00007184302,0.0001177689,0.0001120071,0.0003463929],"category_scores_gemma":[0.00001884723,0.0003922101,0.0005436132,0.0002240942,0.0001302545,0.0002159403,0.00003101908,0.0001287746,0.00008001948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156088,"about_ca_system_score_gemma":0.0005188522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004339591,"about_ca_topic_score_gemma":0.0004650622,"domain_scores_codex":[0.9973266,0.00006512522,0.0007393742,0.0008441795,0.000258087,0.0007666987],"domain_scores_gemma":[0.9984909,0.00006755559,0.0003098162,0.0005631471,0.000132474,0.000436093],"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":[0.0005539116,0.0008031881,0.2023402,0.0006331759,0.0005501428,0.00002806279,0.0004231122,0.000003033128,0.000761705,0.00003471144,0.001510555,0.7923582],"study_design_scores_gemma":[0.01256231,0.002499477,0.1571273,0.001612387,0.001701496,0.00001433085,0.00001290495,0.00002081071,0.01952691,0.00002311912,0.8043746,0.0005243751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6209046,0.3574352,0.00004820279,0.00564559,0.0006796205,0.01388611,0.0005009146,0.0001659336,0.000733879],"genre_scores_gemma":[0.3375508,0.5860398,0.002050945,0.001672513,0.002148659,0.06075557,0.0003973869,0.000181201,0.009203163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.802864,"threshold_uncertainty_score":0.999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04634901211826661,"score_gpt":0.3618145740029352,"score_spread":0.3154655618846686,"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."}}