{"id":"W2219794231","doi":"10.1155/2002/505078","title":"Demographic, Clinical and Microbiological Characteristics of Maternity Patients: A Canadian Clinical Cohort Study","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"Children’s Hospital Foundation; University of Alberta","keywords":"Medicine; Population; Obstetrics; Pregnancy; Gestational age; Cohort; Bacterial vaginosis; Cohort study; Birth weight; Pediatrics; Prenatal care; Gestational diabetes; Gestation; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006711,0.0003953631,0.0004065807,0.001136333,0.002370863,0.0007560847,0.0009354171,0.0005077532,0.002153828],"category_scores_gemma":[0.001981773,0.0004459348,0.000346325,0.002492417,0.0004976236,0.0003797777,0.0006685925,0.0005711581,0.0003036492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007846454,"about_ca_system_score_gemma":0.00984888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9038552,"about_ca_topic_score_gemma":0.9018981,"domain_scores_codex":[0.9992066,0.00005150287,0.00003679165,0.0001622237,0.0002653755,0.0002775502],"domain_scores_gemma":[0.9989286,0.00005896483,0.0002471752,0.00004901497,0.0003678287,0.0003483063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006476377,0.00003113492,0.9972818,0.00001570093,0.00001657884,0.000170254,0.000313088,0.00002890378,0.00015055,0.00002943245,0.0005366321,0.001361063],"study_design_scores_gemma":[0.000009811761,0.00005100749,0.9985299,0.00001497136,0.00001018428,0.0001949207,0.0005425716,0.00009691363,0.00002049533,0.0000117018,0.0005102687,0.000007278053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99597,0.0001994773,0.00007062127,0.0001565109,0.000006265514,0.0000752812,0.002538253,0.000004912879,0.0009787378],"genre_scores_gemma":[0.9968998,0.0003268393,0.000214863,0.00009969453,0.000009833248,0.00006167134,0.001967032,0.000003223994,0.0004170026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0961448,"threshold_uncertainty_score":0.193422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818971773641715,"score_gpt":0.2903796112326634,"score_spread":0.2721898934962463,"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."}}