{"id":"W1539724857","doi":"10.1186/1471-2369-8-4","title":"Renal Athersosclerotic reVascularization Evaluation (RAVE Study): Study protocol of a randomized trial [NCT00127738]","year":2007,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Nephrology; Randomized controlled trial; Protocol (science); Internal medicine; Revascularization; Alternative medicine; Pathology; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01279739,0.0002216,0.001228198,0.000309754,0.00006730936,0.00001018513,0.0001258694,0.0001689734,0.0001832574],"category_scores_gemma":[0.002259044,0.0001535947,0.0004195335,0.0003622056,0.0001770414,0.00005859812,0.00006743496,0.0001971247,0.0000194912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006141635,"about_ca_system_score_gemma":0.0002033379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006435681,"about_ca_topic_score_gemma":0.0001134813,"domain_scores_codex":[0.9949902,0.00237443,0.001079466,0.0004378013,0.0008207173,0.0002974019],"domain_scores_gemma":[0.99803,0.0004536325,0.0004426847,0.0005581996,0.0004405345,0.00007495454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9749542,0.003948674,0.01166787,0.00007254606,0.0006898329,0.00003430462,0.001712476,0.00008203334,0.003612862,0.0000705055,0.0000325979,0.003122075],"study_design_scores_gemma":[0.9167422,0.008833723,0.0700407,0.00002617424,0.001814589,0.00003275627,0.0008166511,0.0007534134,0.0004310354,0.0002666335,0.0001104862,0.0001316403],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6027463,0.0000209366,0.006496276,0.00002582821,0.00008950958,0.390191,3.872416e-7,0.00004277672,0.0003869407],"genre_scores_gemma":[0.7811042,0.000001330122,0.001373793,0.00008787603,0.0003337917,0.2169376,0.00001355129,0.00002515946,0.0001226322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1783579,"threshold_uncertainty_score":0.6263411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06643238235205143,"score_gpt":0.3817441983111001,"score_spread":0.3153118159590487,"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."}}