{"id":"W4313646533","doi":"10.3390/microorganisms11010148","title":"How Do Lactobacilli Search and Find the Vagina?","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Vagina; Colonization; Lactobacillus; Biology; Omics; Identification (biology); Microbiology; Bioinformatics; Ecology; Bacteria; Anatomy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006633946,0.0001365458,0.000142087,0.0001562706,0.0005216746,0.0001534712,0.0002567048,0.0001427062,0.0004378064],"category_scores_gemma":[0.0001787663,0.00009270755,0.00004102508,0.0005700261,0.0005285887,0.0001092901,0.0002588239,0.0005172447,0.003720545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003725615,"about_ca_system_score_gemma":0.00005636047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008079084,"about_ca_topic_score_gemma":0.00001581281,"domain_scores_codex":[0.9987453,0.0002498677,0.000101715,0.0003875833,0.00005530805,0.0004602126],"domain_scores_gemma":[0.9991298,0.0002270247,0.00002013406,0.0004912579,0.0001090946,0.00002273884],"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":[0.0000133906,0.00003122908,0.003297914,0.000009727066,0.00008162809,0.000006736026,0.0008049978,0.000001895791,0.9725285,0.0006610613,0.01112021,0.01144272],"study_design_scores_gemma":[0.0004036614,0.000104103,0.1112894,0.00000597978,0.00001307469,0.0002144942,0.001497345,8.470538e-7,0.7176334,0.0003713697,0.168324,0.0001423639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868701,0.001473939,0.0000742454,0.009956891,0.0003899257,0.0003021029,0.00002582473,0.0001574188,0.0007495132],"genre_scores_gemma":[0.9635183,0.0002541443,0.00002425819,0.00006220391,0.00005552404,0.00002054868,0.00003331282,0.00002537964,0.03600628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548951,"threshold_uncertainty_score":0.9970552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473219274893506,"score_gpt":0.2668172645269353,"score_spread":0.2420850717780003,"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."}}