{"id":"W7083445790","doi":"10.26443/mjgh.v14i1.1631","title":"Maternal Vaccine Hesitancy–A Global Challenge Requiring Local Action","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Global Health","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Action (physics); Pregnancy; Vaccination; Vaccine safety; Maternal death; Pertussis vaccine; Pandemic; Public health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01134163,0.0005166297,0.0009543456,0.0005702168,0.001768007,0.003602395,0.001940449,0.008219199,0.01450682],"category_scores_gemma":[0.03660298,0.0003363836,0.001089714,0.000448222,0.003245351,0.003896525,0.003787143,0.01103529,0.004246121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295737,"about_ca_system_score_gemma":0.009761261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008441854,"about_ca_topic_score_gemma":0.01267,"domain_scores_codex":[0.9938459,0.002707803,0.0005189709,0.0005535434,0.001609878,0.0007639926],"domain_scores_gemma":[0.9722836,0.01450394,0.002135162,0.001241129,0.005561547,0.004274529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001332006,0.0001529268,0.008797344,0.001374326,0.0001219497,0.002744448,0.002794337,0.000367353,0.002641885,0.01742645,0.6450897,0.318356],"study_design_scores_gemma":[0.00003347947,0.0002979639,0.007772865,0.003200168,0.00007976867,0.00294354,0.006346917,0.0003663949,0.0008320866,0.01434724,0.963713,0.00006639211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004750497,0.02267931,0.001752696,0.9546275,0.00658707,0.00004969891,0.0001590518,0.0002357973,0.009158294],"genre_scores_gemma":[0.1080922,0.07897355,0.01080915,0.7714624,0.01215824,0.0002513026,0.0004328161,0.0003905643,0.01742979],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01450682,"threshold_uncertainty_score":0.05998099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662301036720163,"score_gpt":0.3306192446673338,"score_spread":0.3039962343001322,"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."}}