{"id":"W4382933176","doi":"10.1016/j.anaerobe.2023.102755","title":"Clostridioides difficile PCR Tcdb Cycle Threshold predicts toxin EIA positivity but not severity of infection","year":2023,"lang":"en","type":"article","venue":"Anaerobe","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"University of Alberta","keywords":"Clostridioides; Medicine; Clostridium difficile toxin A; Internal medicine; Clostridium difficile toxin B; Toxin; Clostridium difficile; Polymerase chain reaction; Antibiotics; Microbiology; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001094372,0.0003576218,0.0002912556,0.0008735575,0.0001518351,0.0005126147,0.0001316564,0.000260182,0.0009090564],"category_scores_gemma":[0.004770375,0.0001536814,0.0001975776,0.0005918073,0.0001931253,0.0002196151,0.0002120323,0.0003864366,0.0002078649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236495,"about_ca_system_score_gemma":0.0003759751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007859606,"about_ca_topic_score_gemma":0.001526126,"domain_scores_codex":[0.9994012,0.0002465421,0.00006752336,0.00008620544,0.0001132149,0.00008527599],"domain_scores_gemma":[0.9961627,0.001902352,0.0009586869,0.00009044758,0.000450477,0.0004354134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003621621,0.00005304062,0.9925306,0.00001712426,0.00001049953,0.00004780068,0.0000196511,0.0002660241,0.002171517,0.00001423009,0.0001237615,0.00438348],"study_design_scores_gemma":[0.00002626985,0.0006285842,0.9836107,0.00003759002,0.00004431493,0.0009748989,0.0001155806,0.009527154,0.004427957,0.0001712263,0.0004219809,0.00001375258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974828,0.0005370436,0.001196,0.00005153335,0.0000154289,0.00001344747,0.0001262997,0.00002046298,0.0005569847],"genre_scores_gemma":[0.998603,0.00007890608,0.001101379,0.00001439182,0.000008057576,0.000006719815,0.000112713,0.000002419247,0.00007223064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001094372,"threshold_uncertainty_score":0.005787671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081217329770292,"score_gpt":0.297155966969318,"score_spread":0.266343793671615,"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."}}