{"id":"W2786423272","doi":"10.1097/mou.0000000000000055","title":"Management of low risk prostate cancer","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"Prostate Cancer UK","keywords":"Medicine; Prostate cancer; Management of prostate cancer; Oncology; Gynecology; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005369817,0.0007279526,0.001573147,0.00139397,0.0002330841,0.001142309,0.001042906,0.0009053628,0.005153792],"category_scores_gemma":[0.002219913,0.000190547,0.0005650949,0.001033235,0.0003831526,0.0008980164,0.0006342403,0.001394925,0.002205952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006015816,"about_ca_system_score_gemma":0.001441725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247872,"about_ca_topic_score_gemma":0.001671259,"domain_scores_codex":[0.9996043,0.0000899989,0.00005666089,0.00005970554,0.0001606624,0.00002877915],"domain_scores_gemma":[0.9994109,0.0002277169,0.000144124,0.00001272221,0.0001499857,0.00005459371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005996251,0.0000199407,0.0004365949,0.0323031,0.0001694642,0.0003856383,0.00004574084,0.000313473,0.0002667107,0.001270438,0.09618691,0.868542],"study_design_scores_gemma":[0.00004123841,0.0001243574,0.003055705,0.03488019,0.0003931128,0.008015624,0.0001202119,0.0001968959,0.0002753093,0.002723188,0.9501373,0.00003703846],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009963034,0.9975016,0.0001547237,0.0008864852,0.0005587389,0.000008349898,0.00003869402,0.00001365437,0.000738119],"genre_scores_gemma":[0.001125112,0.9962565,0.0001503975,0.0009236083,0.001148496,0.00001047635,0.00008700788,0.000003626549,0.0002949227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005153792,"threshold_uncertainty_score":0.01724118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506345419981571,"score_gpt":0.4163379104981927,"score_spread":0.3512744562983769,"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."}}