{"id":"W2942249002","doi":"10.1097/01.ju.0000556135.36362.37","title":"PD30-03 PSYCHOLOGICAL MORBIDITY ASSOCIATED WITH A NEW DIAGNOSIS OF PROSTATE CANCER: RATES AND PREDICTORS OF DEPRESSIVE SYMPTOMS IN THE RADICAL PC STUDY","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoanalysis; Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007394736,0.0001790575,0.0004081219,0.0008008464,0.0004788551,0.0009473622,0.0006462886,0.0006016848,0.003736611],"category_scores_gemma":[0.002833335,0.0002766829,0.0006265219,0.001893483,0.0001984743,0.0005639373,0.001445617,0.0009893903,0.0009498812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376163,"about_ca_system_score_gemma":0.0008618922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02993066,"about_ca_topic_score_gemma":0.03910368,"domain_scores_codex":[0.9993572,0.0001140984,0.00006841474,0.00008888431,0.0002760658,0.00009546977],"domain_scores_gemma":[0.9964136,0.0003177849,0.00124195,0.0002364268,0.0005431679,0.001246998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685409,0.00006499826,0.9901474,0.00002959417,0.00007992575,0.00003900623,0.00007708164,0.00002671823,0.00006287327,0.00003133731,0.006267178,0.003005376],"study_design_scores_gemma":[0.00001941581,0.00002722342,0.9987493,0.00001303004,0.00001293659,0.00005766991,0.0001390603,0.00002920176,0.00001848166,0.000006623004,0.0009228541,0.000004201215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619504,0.001617883,0.0001233396,0.001845352,0.0001772905,0.0001538327,0.02758392,0.00002403204,0.006523923],"genre_scores_gemma":[0.9788823,0.001740119,0.0001343225,0.000471088,0.0001921822,0.0001270926,0.01520157,0.00001930893,0.003232035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02993066,"threshold_uncertainty_score":0.05951285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025588679434023,"score_gpt":0.3093809153511775,"score_spread":0.2891250285568373,"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."}}