{"id":"W2471406539","doi":"10.1038/pcan.2016.22","title":"The role of lifestyle characteristics on prostate cancer progression in two active surveillance cohorts","year":2016,"lang":"en","type":"article","venue":"Prostate Cancer and Prostatic Diseases","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Cancer Research UK","keywords":"Medicine; Prostate cancer; Cohort; Disease; Cohort study; Demography; Lower risk; Gerontology; Internal medicine; Cancer; Confidence interval","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":[0.00135637,0.0004709725,0.0005785252,0.0008692141,0.001150639,0.001617109,0.0009090084,0.0008772626,0.001533024],"category_scores_gemma":[0.004018625,0.0005671519,0.001321367,0.0008215173,0.0004412635,0.0008919027,0.001347658,0.001566786,0.0001682236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162343,"about_ca_system_score_gemma":0.0006292054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559336,"about_ca_topic_score_gemma":0.01709142,"domain_scores_codex":[0.9990846,0.0002564553,0.0000557375,0.0002497057,0.00009496181,0.000258591],"domain_scores_gemma":[0.9976641,0.0004937577,0.0005493629,0.0003573651,0.0002328206,0.0007025955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00111876,0.0001103084,0.9963977,0.000006509551,0.0002105298,0.00006415018,0.0003298475,0.00002910856,0.0003794461,0.000040171,0.00009091252,0.001222615],"study_design_scores_gemma":[0.00002127841,0.0001692969,0.998872,0.00000334571,0.0001058942,0.00009185712,0.0003853926,0.0001456502,0.00005165017,0.00003356338,0.0001142265,0.000005791287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992291,0.0001910042,0.00006298531,0.00006066788,0.00001106294,0.000004811251,0.0002288015,0.000003119112,0.0002084197],"genre_scores_gemma":[0.9992622,0.00005961758,0.00003519749,0.00002084949,0.00001189999,0.000004821838,0.000344782,0.000003160538,0.0002574206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01559336,"threshold_uncertainty_score":0.03100514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007327450246434401,"score_gpt":0.307248139179063,"score_spread":0.2999206889326286,"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."}}