{"id":"W4293217252","doi":"10.1016/j.clgc.2022.08.010","title":"Mortality According to Treatment in Metastatic Collecting Duct Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Université de Montréal","funders":"","keywords":"Medicine; Proportional hazards model; Internal medicine; Renal cell carcinoma; Concomitant; Cohort; Epidemiology; Nephrectomy; Gastroenterology; Surgery; Urology; Kidney","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":[0.0005498278,0.0003581643,0.0006582029,0.001121657,0.0004291197,0.0006133363,0.0004658751,0.0006913023,0.003180974],"category_scores_gemma":[0.002205008,0.0002344273,0.001725717,0.001254914,0.0003185837,0.0005549846,0.0006403447,0.0009589677,0.000270498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007535578,"about_ca_system_score_gemma":0.000494036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214044,"about_ca_topic_score_gemma":0.006986188,"domain_scores_codex":[0.9993564,0.0001699823,0.00005257742,0.0001166762,0.00005833542,0.0002460089],"domain_scores_gemma":[0.9985897,0.0003378122,0.0004866618,0.0000921403,0.0001135925,0.0003801533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003617945,0.00008895062,0.9863559,0.00005249778,0.0004663604,0.0002228735,0.00006137946,0.001143665,0.0005655541,0.000283655,0.001213496,0.005927802],"study_design_scores_gemma":[0.00003550352,0.0002612921,0.9973853,0.00001531443,0.0001375689,0.0002756793,0.000146208,0.0009725248,0.000107184,0.000256786,0.0003900819,0.00001644745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916757,0.002022473,0.0002880088,0.0003287687,0.00005210252,0.000008832194,0.002183166,0.00002914336,0.003411683],"genre_scores_gemma":[0.9979226,0.0002832055,0.0000330738,0.00004808043,0.00005949775,0.000005518842,0.001204325,0.000007335094,0.0004363751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006214044,"threshold_uncertainty_score":0.01235574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753293432445423,"score_gpt":0.4239670720048233,"score_spread":0.248637728760281,"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."}}