{"id":"W4298396240","doi":"10.5489/cuaj.7982","title":"Predictors of prostate cancer survivors’ engagement in self-management behaviors","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Casey House; Cancer Care Ontario; University of Toronto; University Health Network; Institute for Work & Health; Princess Margaret Cancer Centre","funders":"Canadian Urological Association","keywords":"Medicine; Quality of life (healthcare); Prostate cancer; Nocturia; Multivariate analysis; Odds ratio; Descriptive statistics; Univariate analysis; Confidence interval; Logistic regression; Gerontology; Family medicine; Cancer; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007013465,0.0001884108,0.0001601788,0.0005623313,0.0002963001,0.0004406067,0.0003030136,0.0003863613,0.004256013],"category_scores_gemma":[0.003551704,0.0001304441,0.0003102456,0.0005778169,0.0001954288,0.0003660008,0.0005552492,0.0005703489,0.0002635683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326983,"about_ca_system_score_gemma":0.0004324433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583007,"about_ca_topic_score_gemma":0.004227047,"domain_scores_codex":[0.9996226,0.00009817933,0.00004907943,0.00004196013,0.0001125319,0.00007564286],"domain_scores_gemma":[0.9969609,0.0008176383,0.001245483,0.00007134926,0.0002921224,0.0006123618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001461656,0.00003883839,0.9986389,0.00000907897,0.00001520628,0.00001201158,0.00004956668,0.00002714668,0.00003798131,0.000004940695,0.00005813814,0.001093611],"study_design_scores_gemma":[0.000001226873,0.00006973758,0.9992964,0.000007731567,0.000008424307,0.00007806872,0.0002422924,0.0001385807,0.00002309691,0.00001047624,0.0001218203,0.000002079852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989504,0.0001456747,0.00004203907,0.00009856328,0.000003089294,0.00001222834,0.000249686,0.000003993751,0.0004943662],"genre_scores_gemma":[0.9995705,0.00005982829,0.00005000667,0.00001126482,0.000003274131,0.000006190887,0.0001921846,8.231287e-7,0.0001059417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004256013,"threshold_uncertainty_score":0.01423776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107051664873047,"score_gpt":0.2405453426036651,"score_spread":0.2294748259549347,"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."}}