{"id":"W3173878198","doi":"","title":"STUDY OF DERMATOLOGICAL MANIFESTATIONS OF CHRONIC RENAL FAILURE","year":2019,"lang":"en","type":"article","venue":"International Journal of Medical Science and Diagnosis Research","topic":"Neonatal skin health care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Hemodialysis; Chronic renal failure; Dermatology; Renal function; Physical examination; Kidney disease; Disease; Surgery; Internal medicine","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":[0.0002402802,0.0001674763,0.0002148267,0.000657838,0.0003724266,0.0002620876,0.0001081084,0.0001918845,0.002211344],"category_scores_gemma":[0.0008179617,0.0000883094,0.0001886879,0.0004283399,0.0001391605,0.0002235843,0.000197564,0.0002788055,0.0001536422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365856,"about_ca_system_score_gemma":0.000208062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008249254,"about_ca_topic_score_gemma":0.001061054,"domain_scores_codex":[0.9998057,0.00004627242,0.00002029673,0.0000350415,0.00004770412,0.00004497396],"domain_scores_gemma":[0.9995245,0.00008122937,0.0002051339,0.00001770488,0.00007072328,0.0001005968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008857856,0.0001233708,0.991078,0.00006286207,0.00002497513,0.001552846,0.0001947499,0.00003730159,0.0007326716,0.00003100192,0.0002892819,0.005784317],"study_design_scores_gemma":[0.000007514358,0.0003238661,0.9892509,0.00003412075,0.00001658386,0.008813956,0.0003777246,0.00006259784,0.0001535107,0.00003745248,0.0009184448,0.000003395013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964233,0.001494719,0.0001116969,0.00008769117,0.000007962818,0.00002958551,0.0001780869,0.000004208726,0.001662703],"genre_scores_gemma":[0.999049,0.0004058213,0.00008317296,0.00003936937,0.0000180008,0.000009200259,0.0001053388,5.950813e-7,0.0002894764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002211344,"threshold_uncertainty_score":0.007397652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1747442308205365,"score_gpt":0.5853099527057284,"score_spread":0.4105657218851919,"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."}}