{"id":"W3110496265","doi":"10.3390/cancers12113471","title":"Construction of a Novel Multigene Panel Potently Predicting Poor Prognosis in Patients with Clear Cell Renal Cell Carcinoma","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Clear cell renal cell carcinoma; Downregulation and upregulation; Hazard ratio; Cancer research; Population; Cell growth; Biology; Oncology; Internal medicine; Medicine; Gene; Renal cell carcinoma; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007925652,0.000404852,0.0006757791,0.0008908546,0.000294157,0.0006729577,0.00036056,0.0003025102,0.0009030681],"category_scores_gemma":[0.001173051,0.0001810374,0.0005292373,0.0006432799,0.000153556,0.0001865288,0.0006468389,0.0004887184,0.0003066389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343802,"about_ca_system_score_gemma":0.0003990335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158997,"about_ca_topic_score_gemma":0.002670781,"domain_scores_codex":[0.9996114,0.0001022292,0.00001938101,0.0001541795,0.0000624712,0.00005029324],"domain_scores_gemma":[0.9995339,0.0001649781,0.00008202361,0.0000627191,0.00006816181,0.0000882496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001715586,0.0002807977,0.8934723,0.00006693514,0.0003765261,0.0002650441,0.0001244537,0.008108596,0.06297214,0.00009460085,0.001315743,0.03120752],"study_design_scores_gemma":[0.0001289216,0.001017064,0.9187784,0.00002094638,0.0003713196,0.0005676021,0.0001766302,0.06409821,0.01181607,0.0004762785,0.002502746,0.00004575839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944099,0.000102751,0.002164301,0.00006182178,0.000006564525,0.00003074163,0.002969345,0.00004047954,0.0002141919],"genre_scores_gemma":[0.9845065,0.00005660957,0.004129665,0.00006188642,0.00001621044,0.00006248945,0.01092986,0.00001185093,0.0002249025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002158997,"threshold_uncertainty_score":0.004292846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651587367475375,"score_gpt":0.2129756603342534,"score_spread":0.1864597866594997,"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."}}