{"id":"W1919625256","doi":"10.1155/2003/312429","title":"Assessment of Two Alternative Sample Transport and Fixation Methods in the Microbiological Diagnosis of Bacterial Vaginosis","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bacterial vaginosis; Microbiology; Sample (material); Biology; Medicine; Chemistry; Chromatography","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":[0.04982882,0.001394498,0.0009975923,0.003473099,0.000702335,0.001821522,0.001462962,0.002110976,0.0006767097],"category_scores_gemma":[0.1046378,0.0009571056,0.001072137,0.00144625,0.001576053,0.001588336,0.002209264,0.000992729,0.0002768243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009560448,"about_ca_system_score_gemma":0.0009720668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612066,"about_ca_topic_score_gemma":0.002876226,"domain_scores_codex":[0.9394417,0.03372842,0.004933984,0.004099074,0.01704604,0.0007507738],"domain_scores_gemma":[0.8652051,0.08704229,0.02260125,0.003975613,0.01959504,0.00158072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009300911,0.0005449574,0.9077429,0.001162032,0.0009520172,0.0003206043,0.002618905,0.0008361309,0.0104652,0.0001156761,0.0002131399,0.06572752],"study_design_scores_gemma":[0.000952542,0.03514316,0.9161099,0.0006760851,0.001734528,0.004688764,0.002876256,0.0154517,0.01984037,0.0004316033,0.001798171,0.0002970177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9871329,0.003074431,0.008476719,0.00008363724,0.0001303021,0.0003223511,0.00007104587,0.0000299803,0.0006787443],"genre_scores_gemma":[0.9785104,0.0006487371,0.02015421,0.00005428811,0.00008152665,0.0002349333,0.0001092531,0.000009995024,0.0001967028],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04982882,"threshold_uncertainty_score":0.2635231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904255344088721,"score_gpt":0.3452859832974128,"score_spread":0.3262434298565256,"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."}}