{"id":"W4386601532","doi":"10.3390/cancers15184498","title":"Demographics, Clinical Characteristics and Survival Outcomes of Primary Urinary Tract Malignant Melanoma Patients: A Population-Based Analysis","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Epidemiology; Proportional hazards model; Hazard ratio; Urinary system; Cohort; Internal medicine; Urology; Stage (stratigraphy); Bladder cancer; Melanoma; Population; Oncology; Cancer; Confidence interval","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":[0.0004424605,0.0001798734,0.0003719061,0.0006647868,0.0002369263,0.0003744442,0.0001992698,0.0003562589,0.001674278],"category_scores_gemma":[0.001031009,0.0002605869,0.0003981326,0.0009370668,0.0001586836,0.0004597113,0.0003898422,0.00046877,0.0002934845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189252,"about_ca_system_score_gemma":0.0002428294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236987,"about_ca_topic_score_gemma":0.002496328,"domain_scores_codex":[0.9997594,0.00004375804,0.00002690184,0.00008102971,0.00004131707,0.00004749963],"domain_scores_gemma":[0.9995864,0.00007002315,0.0001510498,0.00004306561,0.00005144477,0.00009792769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301626,0.00003996774,0.998219,0.0000102984,0.00006588241,0.00009821703,0.0000389808,0.00007496111,0.0002138749,0.000009957671,0.0001477678,0.0009508135],"study_design_scores_gemma":[0.000005984928,0.0001114977,0.9992039,0.000002760282,0.00002449114,0.000220518,0.00008092183,0.0001885058,0.00001913775,0.00001103876,0.000128925,0.000002357992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986796,0.0001235099,0.00008997818,0.00001612545,0.000002983244,0.00001081483,0.0008101579,0.000003937101,0.0002628892],"genre_scores_gemma":[0.999084,0.00005378131,0.00004473056,0.00001247722,0.000006706479,0.00001475364,0.0006824439,0.000001350631,0.00009964271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236987,"threshold_uncertainty_score":0.005600989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693576462052723,"score_gpt":0.2996110866445248,"score_spread":0.2726753220239976,"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."}}