{"id":"W2135155962","doi":"10.1128/aem.69.1.97-101.2003","title":"Improved Understanding of the Bacterial Vaginal Microbiota of Women before and after Probiotic Instillation","year":2003,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Temperature gradient gel electrophoresis; Biology; Lactobacillus; Microbiology; Probiotic; 16S ribosomal RNA; Bacteria; Polymerase chain reaction; Gene; Genetics","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":[0.0002214971,0.0001439255,0.0002404482,0.00006942074,0.0001098128,0.000004696359,0.00007219819,0.0001838681,0.0002880444],"category_scores_gemma":[0.00001452866,0.0001055739,0.00003360682,0.00006594335,0.001322832,0.00003583305,0.0001180281,0.0001763678,0.000005832423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589743,"about_ca_system_score_gemma":0.00002489108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484546,"about_ca_topic_score_gemma":0.00000812732,"domain_scores_codex":[0.9990453,0.0001189367,0.0002391882,0.0002960047,0.00001152285,0.0002890889],"domain_scores_gemma":[0.9996073,0.00004361053,0.0001211586,0.0002048503,0.000005030176,0.00001807252],"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":[0.000137522,0.00009019837,0.019048,0.00003357616,0.00009452481,1.22185e-7,0.0007183429,0.000001651869,0.9785596,0.000901331,0.000005379202,0.0004097264],"study_design_scores_gemma":[0.001976663,0.0004053234,0.0969389,0.00001865286,0.00004476104,0.0002880914,0.00149774,8.724494e-7,0.8947777,0.0006380085,0.003217751,0.0001954991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988726,0.0002074199,0.00004298293,0.00002953966,0.0001775399,0.0004157591,0.00007457581,0.00000568512,0.0001738852],"genre_scores_gemma":[0.999698,0.00004484357,0.0000560965,0.00001525859,0.000008289344,0.00002281478,0.00003983733,0.00001117787,0.0001036845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08378189,"threshold_uncertainty_score":0.4874031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006768133585189208,"score_gpt":0.1917050753798037,"score_spread":0.1849369417946145,"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."}}