{"id":"W2168590528","doi":"10.1001/jamaoncol.2015.103","title":"Active Surveillance in Prostate Cancer","year":2015,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cancer; Prostate cancer; Prostate; MEDLINE; Oncology; Gynecology; 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":[0.002097335,0.0003184024,0.0007696699,0.0008012334,0.00216352,0.001550726,0.0007890674,0.01190423,0.002479676],"category_scores_gemma":[0.01618284,0.0003389101,0.0006644925,0.0006213487,0.001209631,0.00188887,0.0009197745,0.01224211,0.001284965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468329,"about_ca_system_score_gemma":0.001983915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005465474,"about_ca_topic_score_gemma":0.008225499,"domain_scores_codex":[0.9984181,0.0006341714,0.0001569061,0.0001619298,0.0004124478,0.0002164953],"domain_scores_gemma":[0.9965308,0.001941797,0.0003367613,0.000111461,0.0004270462,0.0006521119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001628822,0.0000903518,0.008516864,0.0002611197,0.00003735285,0.003503307,0.0003052423,0.0001396596,0.0004446322,0.003491764,0.9035854,0.07946132],"study_design_scores_gemma":[0.0005238093,0.0006346589,0.03837501,0.005582685,0.0001833282,0.03049533,0.001497501,0.001881364,0.0007491822,0.02486259,0.8950771,0.0001374561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00290816,0.02448263,0.00009136694,0.9595249,0.006683429,0.00001336219,0.00005691364,0.000025457,0.00621382],"genre_scores_gemma":[0.05218794,0.02919544,0.000184148,0.8536152,0.06060456,0.00004241342,0.000098237,0.00002097771,0.004051114],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01190423,"threshold_uncertainty_score":0.01790911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339448822950584,"score_gpt":0.3451045770986814,"score_spread":0.3117100888691755,"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."}}