{"id":"W3154427458","doi":"10.2196/24423","title":"Presence of Urinary Exosomes for Liquid Biopsy of Clear Cell Renal Cell Carcinoma: Protocol for a Pilot Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liquid biopsy; Medicine; Exosome; Biopsy; Microvesicles; Clear cell renal cell carcinoma; Renal cell carcinoma; Pathology; Urinary system; Radiology; Internal medicine; Cancer; microRNA; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01363776,0.001639148,0.002438872,0.001100868,0.002055666,0.001076344,0.001978448,0.002693896,0.03292323],"category_scores_gemma":[0.007794434,0.001016484,0.001906098,0.00119582,0.001456723,0.001186124,0.001684043,0.00220836,0.008584191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004159,"about_ca_system_score_gemma":0.006172916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006356803,"about_ca_topic_score_gemma":0.0008645164,"domain_scores_codex":[0.992403,0.004714055,0.0007530678,0.0006584442,0.0009147179,0.0005566443],"domain_scores_gemma":[0.9938499,0.001153638,0.000732822,0.001296324,0.001745714,0.001221599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4582807,0.1235965,0.02651126,0.01576109,0.001037943,0.002759994,0.001647323,0.004028945,0.1086231,0.004464652,0.04010797,0.2131805],"study_design_scores_gemma":[0.150287,0.5818355,0.07559498,0.0022457,0.001683922,0.002598695,0.0009686822,0.00386009,0.03611446,0.00338229,0.1410185,0.0004102151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03962767,0.001048374,0.01832068,0.000460788,0.0003169146,0.9332036,0.00349557,0.0002032519,0.003323212],"genre_scores_gemma":[0.03113973,0.0007427374,0.02806903,0.0005875142,0.0001631185,0.9353825,0.002479472,0.00003448862,0.001401436],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03292323,"threshold_uncertainty_score":0.1101391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3748884863666349,"score_gpt":0.5303978700765655,"score_spread":0.1555093837099306,"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."}}