{"id":"W2885539035","doi":"10.3399/bjgpopen18x101599","title":"Influenza vaccination in pregnancy: vaccine uptake, maternal and healthcare providers’ knowledge and attitudes. A quantitative study","year":2018,"lang":"en","type":"article","venue":"BJGP Open","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"Irish College of General Practitioners","keywords":"Vaccination; Medicine; Pregnancy; Odds ratio; Influenza vaccine; Referral; Family medicine; Confidence interval; Health care; Pediatrics; Obstetrics; Immunology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006402922,0.0001975537,0.000454227,0.0002406409,0.0001989521,0.0001342681,0.0001797154,0.00006349463,0.00006334881],"category_scores_gemma":[0.0004170784,0.0001587229,0.00001633857,0.000310665,0.00006385718,0.0004753528,0.0007244577,0.0002182816,0.00004563399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387634,"about_ca_system_score_gemma":0.0001862454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167528,"about_ca_topic_score_gemma":0.01062018,"domain_scores_codex":[0.9983867,0.0001645124,0.0003878642,0.0004690165,0.000241146,0.0003506964],"domain_scores_gemma":[0.9989897,0.00009352458,0.00009225167,0.0002607061,0.0004166686,0.0001471266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001167571,0.00037257,0.9512484,0.0004294566,0.0001235988,0.00004794272,0.0151436,1.471151e-7,0.0001164233,0.0004640648,0.0005299475,0.03035625],"study_design_scores_gemma":[0.007113847,0.002785832,0.9848976,0.0007770897,0.0000298323,0.0000125222,0.001498242,0.00008686244,0.000168193,0.0001469936,0.002339815,0.0001431577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828652,0.00921608,0.000004802544,0.0009157463,0.00005188434,0.004737772,0.00001075386,0.00002981376,0.002167974],"genre_scores_gemma":[0.9976036,0.0003795266,0.0007471158,0.0003588051,0.00005483357,0.0003611152,0.000002379658,0.00002624634,0.0004663737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03364918,"threshold_uncertainty_score":0.6472532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1903232498392842,"score_gpt":0.4884855163686986,"score_spread":0.2981622665294144,"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."}}