{"id":"W4242592542","doi":"10.2196/preprints.11333","title":"Estimating Vaccine Effectiveness Against Hospitalized Influenza During Pregnancy: Multicountry Protocol for a Retrospective Cohort Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Vaccination; Influenza vaccine; Retrospective cohort study; Cohort; Obstetrics; Incidence (geometry); Cohort study; Pediatrics; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02906335,0.001675785,0.001978712,0.002289579,0.001599215,0.001396524,0.002199562,0.00196957,0.01967634],"category_scores_gemma":[0.04150728,0.002365207,0.003062028,0.003782693,0.0008505596,0.001509493,0.001540468,0.001924724,0.004886553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022519,"about_ca_system_score_gemma":0.008699373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005390925,"about_ca_topic_score_gemma":0.007014226,"domain_scores_codex":[0.9719001,0.01695138,0.005595768,0.002872319,0.001622022,0.001058366],"domain_scores_gemma":[0.9829989,0.00338595,0.002937236,0.006032702,0.003836815,0.0008084204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1318652,0.007414469,0.2585608,0.03456474,0.01033817,0.00222663,0.005452414,0.01180385,0.00905883,0.02263849,0.383274,0.1228024],"study_design_scores_gemma":[0.08629028,0.02383251,0.534265,0.01624647,0.004412975,0.00136619,0.003054086,0.02479203,0.00631545,0.009536964,0.2890217,0.0008663503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01896055,0.0004993444,0.02172114,0.0005188526,0.0004840472,0.8907361,0.06335907,0.0002878121,0.00343298],"genre_scores_gemma":[0.01697678,0.0001415976,0.01657618,0.0003656817,0.00005413198,0.9587612,0.006473927,0.00003103879,0.000619498],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02906335,"threshold_uncertainty_score":0.1537035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276986616960881,"score_gpt":0.4227312191081835,"score_spread":0.3699613529385746,"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."}}