{"id":"W3134411281","doi":"10.1093/jnci/djab026","title":"Mental Health Resource Use Among Patients Undergoing Curative Intent Treatment for Bladder Cancer","year":2021,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Queen's University; University of Toronto","funders":"","keywords":"Medicine; Bladder cancer; Cystectomy; Confidence interval; Mental health; Cancer registry; Population; Distress; Radiation therapy; Cancer; Internal medicine; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004275654,0.0001309266,0.0001999128,0.0005499714,0.0005620051,0.0005007839,0.0004956909,0.0002091962,0.001417855],"category_scores_gemma":[0.00276848,0.000151113,0.0004124671,0.001574588,0.0003122947,0.0002567432,0.0005804086,0.0004880544,0.00007910477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004194594,"about_ca_system_score_gemma":0.003978474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6488869,"about_ca_topic_score_gemma":0.7650983,"domain_scores_codex":[0.999508,0.00009067987,0.00004983364,0.00005966,0.0001448956,0.0001469687],"domain_scores_gemma":[0.998365,0.0001308779,0.0009530839,0.00003969926,0.0002085406,0.0003028382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002554798,0.00001779241,0.9963624,0.00004932491,0.00004017605,0.00002857093,0.0001842061,0.00005096701,0.00003215644,0.00001665166,0.000787519,0.002404774],"study_design_scores_gemma":[0.000003090346,0.00001291045,0.999405,0.00002784773,0.00001206733,0.00002877232,0.000197121,0.00006505026,0.000007972513,0.000006448518,0.0002312339,0.000002369017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992642,0.001414195,0.00005151389,0.0006448174,0.00001379724,0.00004422003,0.003903083,0.000007054579,0.001279269],"genre_scores_gemma":[0.9979329,0.0005691466,0.00005305108,0.00009618465,0.00001006271,0.00001885174,0.001169262,0.000001218376,0.0001493454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6488869,"threshold_uncertainty_score":0.7063618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09239851946705328,"score_gpt":0.3771015644231624,"score_spread":0.2847030449561091,"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."}}