{"id":"W2896183842","doi":"10.2196/11333","title":"Estimating Vaccine Effectiveness Against Hospitalized Influenza During Pregnancy: Multicountry Protocol for a Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; Protocol (science); Pregnancy; Cohort study; Cohort; Environmental health; Obstetrics; Family medicine; Internal medicine; Alternative medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03588263,0.002082062,0.00250293,0.002567041,0.001865716,0.001406744,0.003199606,0.002010836,0.008173865],"category_scores_gemma":[0.03704086,0.002358569,0.002957721,0.004124515,0.001228536,0.001474166,0.001811084,0.002033653,0.002224463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002634751,"about_ca_system_score_gemma":0.008523243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006418227,"about_ca_topic_score_gemma":0.007322688,"domain_scores_codex":[0.9608008,0.024626,0.006286421,0.004273201,0.002596254,0.001417247],"domain_scores_gemma":[0.9830816,0.003185477,0.003659102,0.005904508,0.003374226,0.0007950834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1289707,0.01221297,0.5751634,0.01924502,0.01401049,0.002605407,0.007436349,0.01686196,0.008971633,0.01574858,0.1112917,0.08748177],"study_design_scores_gemma":[0.06425831,0.03047397,0.7220235,0.006373557,0.0056467,0.001727439,0.003309733,0.03435792,0.004943717,0.006314006,0.1197784,0.0007927286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05002478,0.0007587341,0.0325755,0.0004041778,0.0002892146,0.8777367,0.03500742,0.0002714081,0.00293203],"genre_scores_gemma":[0.04434532,0.0002123523,0.02467959,0.0003243215,0.00005035635,0.9239261,0.005934472,0.00003540282,0.0004920974],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03588263,"threshold_uncertainty_score":0.1897677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2161668665073336,"score_gpt":0.5824662532979393,"score_spread":0.3662993867906058,"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."}}