{"id":"W1864240211","doi":"10.1002/jso.23584","title":"Active surveillance for clinically localized prostate cancer––A systematic review","year":2014,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"IMK Almene Fond","keywords":"Medicine; Prostate cancer; Observational study; Selection (genetic algorithm); Intensive care medicine; Cancer; Watchful waiting; Medical physics; Surgery; 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":[0.002337293,0.001043456,0.004104995,0.004577206,0.0003678011,0.001347463,0.001261849,0.001146316,0.004943605],"category_scores_gemma":[0.01151735,0.0005742996,0.003870931,0.005289778,0.0004634413,0.001436387,0.000785797,0.0008001804,0.0003291311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334454,"about_ca_system_score_gemma":0.004266176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006516325,"about_ca_topic_score_gemma":0.02085854,"domain_scores_codex":[0.9984429,0.0005310151,0.0004757348,0.0001680271,0.0003251629,0.00005712158],"domain_scores_gemma":[0.9933133,0.004958825,0.001083794,0.00007776605,0.0004720622,0.00009420424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001501032,0.00001971417,0.0005704078,0.9104748,0.005075673,0.00007178248,0.000109499,0.0001027806,0.000124497,0.0002826822,0.003632424,0.07938559],"study_design_scores_gemma":[0.0002288213,0.000233915,0.00596643,0.8835026,0.05380145,0.0007455708,0.0002195361,0.00008640211,0.0001575912,0.0004714741,0.05454436,0.00004191334],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002417531,0.9993939,0.00002974772,0.00007377533,0.00003710251,0.00003273417,0.00007846793,0.000002001553,0.0001103951],"genre_scores_gemma":[0.003174813,0.9963951,0.0001117724,0.0001420385,0.00003215419,0.00004301262,0.00005886095,0.000001131481,0.00004124948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006516325,"threshold_uncertainty_score":0.01653802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06881157155830897,"score_gpt":0.4527867801497532,"score_spread":0.3839752085914442,"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."}}