{"id":"W7105910346","doi":"10.6084/m9.figshare.30637250","title":"Impact of a multicomponent intervention on maternal Tdap vaccination coverage during a major pertussis resurgence in the province of Quebec, Canada: A quasi-experimental study","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Intervention (counseling); Logistic regression; Pertussis vaccine; Pregnancy; Whooping cough","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":[0.003187441,0.001091193,0.0009371361,0.0005091784,0.002255264,0.0008238256,0.001906246,0.00135211,0.00249253],"category_scores_gemma":[0.003551055,0.0005812232,0.000970612,0.0004544157,0.001499893,0.0003819659,0.0007376724,0.001004624,0.0002445875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02084245,"about_ca_system_score_gemma":0.02257014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7547455,"about_ca_topic_score_gemma":0.8168013,"domain_scores_codex":[0.9967108,0.001367787,0.0001103237,0.0005496582,0.0003877688,0.0008735929],"domain_scores_gemma":[0.9972996,0.000699578,0.0005527477,0.0001948618,0.0004184053,0.0008349123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.128852,0.5153192,0.1432009,0.002773037,0.002116026,0.0009028896,0.01177821,0.008471738,0.03334113,0.001657125,0.005252108,0.1463356],"study_design_scores_gemma":[0.04074176,0.4218852,0.5092205,0.0002890983,0.001159878,0.0000766856,0.003695245,0.01029644,0.005772513,0.0004105202,0.006257476,0.0001946645],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959203,0.00009346627,0.0002632341,0.0001451384,0.00002955642,0.002630381,0.0002833381,0.00001777123,0.0006167871],"genre_scores_gemma":[0.9888714,0.0001415742,0.002583565,0.0003483473,0.00003756537,0.005511856,0.0002387869,0.000004622569,0.002262335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452545,"threshold_uncertainty_score":0.4933976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453951275302981,"score_gpt":0.2914467302318519,"score_spread":0.2769072174788221,"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."}}