{"id":"W189795984","doi":"","title":"A cross-sectional validation study of using NERDS and STONEES to assess bacterial burden.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Microbiological culture; Internal medicine; Cross-sectional study; Bacteria; Pathology; 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":[0.01220402,0.0005981985,0.0002840951,0.0005982045,0.000445363,0.0005196099,0.0004574108,0.0006037246,0.0009358877],"category_scores_gemma":[0.02606805,0.0004940255,0.0004629882,0.0003196921,0.0005517611,0.0007229687,0.0005789227,0.0006459237,0.0005427265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274718,"about_ca_system_score_gemma":0.0004316056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617195,"about_ca_topic_score_gemma":0.001783636,"domain_scores_codex":[0.995508,0.002925497,0.0003609058,0.0003963699,0.0006228517,0.0001865049],"domain_scores_gemma":[0.9833515,0.007876112,0.002621479,0.00230282,0.003127184,0.0007208727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005065202,0.0006442348,0.9954984,0.00002014202,0.00009313133,0.00005756712,0.0004366487,0.00003290615,0.0004871654,0.00002575248,0.0001145876,0.002082993],"study_design_scores_gemma":[0.0001495692,0.005955594,0.9907668,0.0000203036,0.00008742284,0.0006776598,0.0005221177,0.0005876979,0.0005004556,0.00003685695,0.0006838962,0.00001166751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986216,0.0000823944,0.000523976,0.00001921644,0.00001555205,0.0001569295,0.0001452334,0.000003389481,0.0004317893],"genre_scores_gemma":[0.9985671,0.00004708653,0.0006798049,0.000060156,0.00001214361,0.0001192905,0.0003352414,0.000003478444,0.0001757477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220402,"threshold_uncertainty_score":0.06454182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07813222967694698,"score_gpt":0.3498346782024414,"score_spread":0.2717024485254944,"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."}}