{"id":"W2753326104","doi":"10.1093/ofid/ofx163.1155","title":"The Pregnancy Vaccine Effectiveness Network (PREVENT): Establishing a Multi-Country Cohort to Estimate Vaccine Effectiveness (VE) against Hospitalized Influenza During Pregnancy","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Calgary; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Vaccination; Pregnancy; Influenza vaccine; Incidence (geometry); Population; Cohort; Influenza-like illness; Pediatrics; Environmental health; Immunology; Internal medicine; Virus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01556506,0.0009189625,0.000841353,0.002190227,0.0008378449,0.001182543,0.001604522,0.000854473,0.001759221],"category_scores_gemma":[0.02782124,0.0009930431,0.001784255,0.002208335,0.0002723197,0.0009253963,0.002581222,0.001159514,0.0005945403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241406,"about_ca_system_score_gemma":0.003456122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02034494,"about_ca_topic_score_gemma":0.01859727,"domain_scores_codex":[0.9924892,0.005203644,0.0008245296,0.0006369955,0.0006425988,0.0002031005],"domain_scores_gemma":[0.9894354,0.003094072,0.002248948,0.002780654,0.001848983,0.0005919927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002972907,0.0003855154,0.9226412,0.00101186,0.004973389,0.0001366135,0.0003879651,0.002884276,0.0008177276,0.001229447,0.0204096,0.04214955],"study_design_scores_gemma":[0.002488976,0.001682008,0.9198826,0.001399542,0.00462763,0.0006504599,0.0005405364,0.009941763,0.001615338,0.001398827,0.0556333,0.0001391049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5701563,0.004011917,0.05316026,0.002368657,0.0003842393,0.025288,0.3338031,0.0004024834,0.01042508],"genre_scores_gemma":[0.6611742,0.003132173,0.114363,0.001579228,0.0001542486,0.0672667,0.1483655,0.0001694508,0.003795399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02034494,"threshold_uncertainty_score":0.08231688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245065786439292,"score_gpt":0.3747034773676274,"score_spread":0.3522528195032344,"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."}}