{"id":"W4282555644","doi":"10.1186/s12884-022-04809-6","title":"Do intentions lead to action? Results of a longitudinal study assessing determinants of Tdap vaccine uptake during pregnancy in Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Université de Sherbrooke; Université Laval; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé; Fonds de Recherche du Québec - Santé; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Pregnancy; Vaccination; Feeling; Family medicine; Theory of planned behavior; Multivariate analysis; Immunology; Social psychology; Control (management); Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003993676,0.0004987241,0.0005101896,0.0008292494,0.003217645,0.001870271,0.001514764,0.0007623033,0.002714028],"category_scores_gemma":[0.009148254,0.0004366764,0.001030963,0.002219243,0.0007337574,0.0005884217,0.0009200264,0.001608644,0.0003891811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02613065,"about_ca_system_score_gemma":0.03370227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992069,"about_ca_topic_score_gemma":0.990889,"domain_scores_codex":[0.9980184,0.000515202,0.0001120218,0.0002593043,0.0004103512,0.0006847158],"domain_scores_gemma":[0.9912675,0.001278699,0.001246691,0.0003491654,0.004327809,0.001530178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006921636,0.00006893894,0.994383,0.00001858066,0.00004363127,0.00003203324,0.001576886,0.00005998242,0.00005213973,0.00005276334,0.0007375372,0.002905231],"study_design_scores_gemma":[0.000006165118,0.00003484722,0.9975604,0.00003746742,0.00002787445,0.000008967071,0.001376737,0.0002969639,0.00002399571,0.00001355393,0.000604585,0.00000845053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881845,0.001056289,0.0002493733,0.001110759,0.00003243098,0.0001651731,0.006041162,0.00001552474,0.003144823],"genre_scores_gemma":[0.9945521,0.0004182622,0.0003130423,0.00023834,0.000007778796,0.0001389236,0.002121239,0.000007394459,0.002202909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02613065,"threshold_uncertainty_score":0.189592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256795637296272,"score_gpt":0.2915336414072464,"score_spread":0.2589656850342836,"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."}}