{"id":"W4285743146","doi":"10.1371/journal.pone.0268823","title":"Predictors and outcomes of peritoneal dialysis-related infections due to filamentous molds (MycoPDICS)","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Thailand Science Research and Innovation; National Research Council of Thailand; Khon Kaen University; Chulalongkorn University","keywords":"Medicine; Peritoneal dialysis; Peritonitis; Hazard ratio; Internal medicine; Proportional hazards model; Gastroenterology; Confidence interval; Surgery","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":[0.0005189884,0.0002015669,0.000203231,0.0003770983,0.0002611094,0.0005770233,0.0002581637,0.0002492492,0.001184608],"category_scores_gemma":[0.00198081,0.0001378093,0.0003591496,0.0005499919,0.0001742417,0.0004069085,0.0005057445,0.0005010403,0.0001459999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369888,"about_ca_system_score_gemma":0.0003647658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140667,"about_ca_topic_score_gemma":0.002010946,"domain_scores_codex":[0.9996984,0.00005058895,0.00003815669,0.00006420843,0.00007330875,0.00007537236],"domain_scores_gemma":[0.9984356,0.0001662946,0.001009096,0.00005572138,0.00009489614,0.0002384849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003323851,0.000009921808,0.9993455,0.000005207724,0.00001050401,0.00002451228,0.000006188484,0.00001978308,0.00003196525,0.000004354213,0.00003600406,0.0004729576],"study_design_scores_gemma":[0.000005660825,0.00007226002,0.9991618,0.00001049233,0.00001441785,0.000290952,0.00005967519,0.0002070998,0.00004907764,0.00002218972,0.0001045225,0.000001705602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989954,0.0002835113,0.00007757363,0.00005694052,0.000006020421,0.000004911818,0.0003823172,0.000003169494,0.0001900252],"genre_scores_gemma":[0.9995447,0.00007576243,0.00004360914,0.00001337099,0.000008024586,0.000002533024,0.0002759744,5.650173e-7,0.00003551635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00140667,"threshold_uncertainty_score":0.003962934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970972303043851,"score_gpt":0.2481025173558023,"score_spread":0.2283927943253637,"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."}}