{"id":"W1980710500","doi":"10.1002/cncr.23373","title":"Active surveillance for early‐stage prostate cancer","year":2008,"lang":"en","type":"review","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Watchful waiting; Stage (stratigraphy); Psychosocial; Oncology; Natural history; Cancer; Prostate-specific antigen; Active monitoring; Overdiagnosis; Prostate cancer screening; Internal medicine; Gynecology","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":[0.0005879259,0.0005790468,0.001281631,0.002476081,0.000207939,0.0005439708,0.0008090802,0.0006013385,0.00331252],"category_scores_gemma":[0.001003631,0.0001869292,0.000474108,0.003075456,0.0003797446,0.0008580499,0.000347478,0.0009023477,0.001667354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004806975,"about_ca_system_score_gemma":0.0009379064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665654,"about_ca_topic_score_gemma":0.003880307,"domain_scores_codex":[0.9997792,0.00005433755,0.00003217981,0.00003549333,0.0000856958,0.00001310159],"domain_scores_gemma":[0.9996287,0.0001990516,0.00006841499,0.0000121233,0.00007061775,0.0000210713],"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":[0.0000534931,0.00003795363,0.0003039882,0.02156141,0.0000890528,0.0001792894,0.00004562631,0.0001338202,0.0004926208,0.0008201508,0.02293507,0.9533476],"study_design_scores_gemma":[0.00004768712,0.0001391875,0.004864001,0.0184546,0.0003400855,0.004907843,0.0001158317,0.00009521044,0.0004807641,0.001703889,0.968828,0.000022895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006193277,0.9992238,0.00003667863,0.00006903844,0.0000517116,0.000002735402,0.000007240754,0.000003041449,0.000543814],"genre_scores_gemma":[0.0005858918,0.9990018,0.00006272219,0.00007613874,0.00004530273,0.000002907969,0.00001289459,5.425198e-7,0.0002118152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00331252,"threshold_uncertainty_score":0.01108152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07431390331622936,"score_gpt":0.4008244594533963,"score_spread":0.326510556137167,"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."}}