{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006108836,0.0002148109,0.0003688223,0.000653971,0.0008560671,0.001242671,0.00048181,0.0005041425,0.005425747],"category_scores_gemma":[0.005249879,0.0002036727,0.001018834,0.001192244,0.0005008774,0.0008402882,0.001497441,0.00124803,0.000284268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969346,"about_ca_system_score_gemma":0.00103112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02295458,"about_ca_topic_score_gemma":0.02469021,"domain_scores_codex":[0.9992952,0.0001770134,0.00004993715,0.00007237685,0.0000666433,0.0003389053],"domain_scores_gemma":[0.9975273,0.0004149446,0.0008568605,0.00007126028,0.0001701628,0.0009593815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171903,0.0000570748,0.9981078,0.000009793042,0.00007578849,0.00006173854,0.0001934744,0.00003625636,0.00002579784,0.00004629999,0.0001299787,0.001084137],"study_design_scores_gemma":[0.000004744805,0.00007635027,0.9985019,0.00001213815,0.00003364852,0.00005612342,0.001002494,0.00009988589,0.00000919829,0.00006375794,0.0001338818,0.000005855555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981796,0.0002767323,0.00001620102,0.0003129088,0.00001433271,0.000003843727,0.0003337641,0.000001193454,0.0008615633],"genre_scores_gemma":[0.9995883,0.00006980918,0.000006412472,0.00003133287,0.00001095118,0.000002190603,0.0001540751,8.683386e-7,0.0001360821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02295458,"threshold_uncertainty_score":0.04564196,"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."}}