{"id":"W3216346719","doi":"10.3390/pr9122136","title":"MicroRNA as a Biomarker for Diagnostic, Prognostic, and Therapeutic Purpose in Urinary Tract Cancer","year":2021,"lang":"en","type":"article","venue":"Processes","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"microRNA; Urinary system; Biomarker; Medicine; Metastasis; Bladder cancer; Suppressor; Cancer; Diagnostic biomarker; Oncology; Cancer research; Internal medicine; Bioinformatics; Gene; Biology","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":[0.001166712,0.0005013185,0.0009628577,0.001192405,0.0002250525,0.001101811,0.0003536678,0.0008619041,0.0007352473],"category_scores_gemma":[0.00137649,0.0001997983,0.0004108916,0.001020677,0.0003997617,0.0007037548,0.0004194502,0.0006913165,0.0004445123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327064,"about_ca_system_score_gemma":0.0007149016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002521992,"about_ca_topic_score_gemma":0.0002767259,"domain_scores_codex":[0.9994516,0.0001924785,0.00007739175,0.0001008065,0.0001398254,0.00003776582],"domain_scores_gemma":[0.9996238,0.0001733941,0.0000807047,0.00001406886,0.00008227887,0.00002578941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009174875,0.0001778806,0.02985582,0.01090114,0.0007052741,0.002559702,0.0003208487,0.001367552,0.1524945,0.009066784,0.01053263,0.7811005],"study_design_scores_gemma":[0.0001224833,0.002661744,0.0745589,0.004271725,0.003644887,0.02708764,0.0006114944,0.007277184,0.1992156,0.01604676,0.6641908,0.000310723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01378335,0.9749966,0.006492545,0.001436197,0.0006187831,0.00003402291,0.00022155,0.00007954077,0.002337476],"genre_scores_gemma":[0.1676209,0.8044256,0.0222271,0.001688357,0.001306749,0.0001363194,0.0004874954,0.00003928065,0.002068193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001192405,"threshold_uncertainty_score":0.006170273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031559396780244,"score_gpt":0.318982163576158,"score_spread":0.2986665696083556,"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."}}