{"id":"W4364374920","doi":"10.1136/bmjopen-2022-063632","title":"Vaccine intention and hesitancy among Australian women who are currently pregnant or have recently given birth: the Birth in the Time of COVID-19 (BITTOC) national online survey","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Sydney Partnership for Health, Education, Research and Enterprise; Charles Darwin University","keywords":"Medicine; Vaccination; Pregnancy; Confounding; Multinomial logistic regression; Demography; Logistic regression; Coronavirus disease 2019 (COVID-19); Gestation; Family medicine; Immunology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001068314,0.0001497944,0.0002394726,0.0004843347,0.0002737851,0.0003739681,0.0004028078,0.0004004772,0.001204498],"category_scores_gemma":[0.004733423,0.0003037485,0.0004105698,0.0006517466,0.0002419706,0.0004354543,0.0008730228,0.0007131164,0.0002303086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004954377,"about_ca_system_score_gemma":0.0004449096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05632664,"about_ca_topic_score_gemma":0.06633649,"domain_scores_codex":[0.9994881,0.0001911073,0.00006537023,0.00007136903,0.0001093101,0.0000746728],"domain_scores_gemma":[0.9976366,0.0003000292,0.001405496,0.0000706365,0.0002241011,0.0003632347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004194193,0.0000264041,0.9980623,0.00003358963,0.00002277244,0.00003268438,0.0003664505,0.00001678959,0.00005637577,0.000009056032,0.0001538271,0.001177716],"study_design_scores_gemma":[0.000001093012,0.00002537931,0.9996406,0.00001280086,0.000004916636,0.0000245259,0.0001668779,0.00005206706,0.000008379925,0.000004522105,0.00005774781,0.000001036572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985918,0.0002448019,0.00002848017,0.0001537335,0.000004803655,0.00001592825,0.0005806049,0.000001482267,0.0003783489],"genre_scores_gemma":[0.9988965,0.0002479404,0.00007883418,0.00005275659,0.000006083894,0.00002732902,0.0003668577,8.644784e-7,0.0003228683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05632664,"threshold_uncertainty_score":0.1119975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059397666678092,"score_gpt":0.4523585367626787,"score_spread":0.2464187700948695,"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."}}