{"id":"W4392807839","doi":"10.1016/j.urolonc.2024.01.154","title":"IMPACT OF SOCIOECONOMIC MARGINALIZATION STATUS ON STAGE AT DIAGNOSIS AND ONCOLOGICAL OUTCOMES IN NON-MUSCLE INVASIVE BLADDER CANCER PATIENTS","year":2024,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; Trillium Health Centre","funders":"","keywords":"Bladder cancer; Socioeconomic status; Medicine; Cancer; Stage (stratigraphy); Oncology; Internal medicine; Environmental health; Biology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006511953,0.0002002426,0.000455552,0.0003030231,0.0004287074,0.00001338211,0.00008944843,0.0004181011,0.0009857977],"category_scores_gemma":[0.0005627687,0.0001473387,0.00005760317,0.0002114682,0.0004986096,0.0001306137,0.0001268871,0.0007138758,0.0000688615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260388,"about_ca_system_score_gemma":0.00157558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087578,"about_ca_topic_score_gemma":0.001785794,"domain_scores_codex":[0.997695,0.0005414262,0.0005500439,0.0004339259,0.0001408341,0.0006388117],"domain_scores_gemma":[0.9955204,0.003716197,0.0001815048,0.0001274046,0.00008007848,0.0003743974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008085422,0.0002026556,0.9868514,0.0002047557,0.0000418772,0.00002186778,0.002258254,0.0001406041,0.000039383,0.001042183,0.006686142,0.002430048],"study_design_scores_gemma":[0.000859222,0.002838597,0.913153,0.000156212,0.00003291798,7.329448e-7,0.0002807101,0.0006812744,0.00001192934,0.001457654,0.08039185,0.00013589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925699,0.0006670206,0.000003298671,0.004153213,0.0002661719,0.001003106,0.0002814952,0.00003310957,0.001022639],"genre_scores_gemma":[0.9901437,0.005926908,0.0004467716,0.001667073,0.00006481499,0.0007598965,0.00009102048,0.00001803058,0.0008817688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0737057,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0552659973594523,"score_gpt":0.4574339339680715,"score_spread":0.4021679366086192,"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."}}