{"id":"W2097883869","doi":"10.1002/dc.21786","title":"PCR‐based identification of eight <i>lactobacillus</i> species and 18 hr‐HPV genotypes in fixed cervical samples of south african women at risk of HIV and BV","year":2011,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Lactobacillus; Bacterial vaginosis; Medicine; Lactobacillus crispatus; Genotyping; Lactobacillus salivarius; Lactobacillus gasseri; Microbiology; Genotype; Virology; Gynecology; Biology; Bacteria; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0007708966,0.0001468278,0.0004889247,0.000354473,0.00006464509,0.000002964229,0.0001460144,0.0001946509,0.0007931294],"category_scores_gemma":[0.003217607,0.0001331674,0.00004533399,0.0002381321,0.00146064,0.00005168464,0.0001523333,0.0002132271,0.0000237875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004915564,"about_ca_system_score_gemma":0.00005101535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002354512,"about_ca_topic_score_gemma":0.0001038691,"domain_scores_codex":[0.9981278,0.0005697755,0.0005557929,0.0004090329,0.00005224255,0.0002853241],"domain_scores_gemma":[0.997183,0.001850569,0.0003498305,0.000418069,0.0001704193,0.0000281058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003493466,0.0002911171,0.7025012,0.00009127115,0.00004313489,0.000006178542,0.005192931,0.000005654686,0.2904583,0.0002860553,0.00002411078,0.0007507273],"study_design_scores_gemma":[0.000701758,0.0002898686,0.7433823,0.00001252058,0.00003471632,0.00002825469,0.000698733,0.00000173466,0.2542497,0.0003404651,0.0001801063,0.00007985288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997248,0.001148562,0.000270014,0.00004467702,0.0001025172,0.0003140845,0.0004962822,0.00001159698,0.000364291],"genre_scores_gemma":[0.9991422,0.0004564994,0.000146918,0.000007461541,0.00001008293,0.00005429029,0.00005818863,0.00001217731,0.0001121816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04088115,"threshold_uncertainty_score":0.8684211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153395448664491,"score_gpt":0.2434959259099337,"score_spread":0.2119619714232888,"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."}}