{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002402539,0.0008380761,0.001552114,0.001941146,0.001135291,0.006894896,0.001204948,0.003006389,0.005149349],"category_scores_gemma":[0.007879081,0.0007051898,0.0006833943,0.001228929,0.002389319,0.00785061,0.002016301,0.002704755,0.006281685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007085331,"about_ca_system_score_gemma":0.001729267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190764,"about_ca_topic_score_gemma":0.003829401,"domain_scores_codex":[0.9980353,0.0005747698,0.0001105571,0.0004404511,0.00053187,0.0003071568],"domain_scores_gemma":[0.9982167,0.000404934,0.00029135,0.0001767365,0.0005594441,0.000350901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000643779,0.0003126512,0.09476241,0.004540785,0.0005036433,0.001148543,0.006595495,0.0010551,0.04505191,0.02393886,0.07292703,0.7485198],"study_design_scores_gemma":[0.00009929609,0.0009808635,0.07129053,0.007172483,0.0004117279,0.006345678,0.03701034,0.003027941,0.02379951,0.1331587,0.716289,0.0004138059],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1695362,0.4574158,0.05866371,0.2281436,0.007135714,0.0004606199,0.002375012,0.001352719,0.07491657],"genre_scores_gemma":[0.5440488,0.2497027,0.08457025,0.0717233,0.002513602,0.0004004186,0.002667067,0.0007783489,0.04359549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006894896,"threshold_uncertainty_score":0.01722622,"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."}}