{"id":"W1975965136","doi":"10.1111/j.1439-0507.2006.01312.x","title":"Detection of <i>Candida</i> species by PCR in self‐collected vaginal swabs of women after taking antibiotics","year":2006,"lang":"en","type":"letter","venue":"Mycoses","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Antibiotics; Candida tropicalis; Candida parapsilosis; Candida albicans; Microbiology; Biology; Polymerase chain reaction; Vulvovaginal Candidiasis; Vaginitis; Vaginal discharge; Medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003483896,0.0002975666,0.0006852194,0.0008043374,0.00007239375,0.00001735828,0.0002338277,0.0008384036,0.0005854198],"category_scores_gemma":[0.0001844919,0.0002884326,0.0001167913,0.0007017414,0.0003678066,0.00009080795,0.00008677242,0.00151334,0.00006077478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004947893,"about_ca_system_score_gemma":0.0001474997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115968,"about_ca_topic_score_gemma":0.0001335857,"domain_scores_codex":[0.9978404,0.000320509,0.0005832619,0.0004871323,0.0001212116,0.0006475036],"domain_scores_gemma":[0.9985393,0.0002930644,0.0004319081,0.0004704006,0.0002542058,0.00001106827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000188426,0.0003776164,0.02165028,0.0003794589,0.0003276342,0.00003490324,0.0003661017,0.000005560646,0.8190798,0.000002317767,0.1571813,0.0004065686],"study_design_scores_gemma":[0.0005655101,0.000332887,0.06579471,0.0001012553,0.00003913507,0.0000369807,0.00004581605,4.072746e-7,0.5874375,0.0000307895,0.3453855,0.0002294969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929578,0.001983816,0.00003856898,0.001859877,0.0005361054,0.0004536628,0.0002441018,0.00005903581,0.001867034],"genre_scores_gemma":[0.9907706,0.0001495815,0.00003998507,0.001319644,0.0002055927,0.00002538528,0.0002337905,0.00004790149,0.007207558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2316423,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009044047619757939,"score_gpt":0.2323841868913309,"score_spread":0.2233401392715729,"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."}}