{"id":"W4416231906","doi":"10.20944/preprints202511.0675.v1","title":"Infant Vaccine Scheduling Intensity and Autism Incidence: A Preliminary Cross-National Analysis to Guide Public Health Policy","year":2025,"lang":"","type":"preprint","venue":"Preprints.org","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norwegian Institute of Public Health; Statens Serum Institut; Helsedirektoratet; Regione Lombardia","keywords":"Autism; Public health; Vaccination; Health care; Immunization; Descriptive statistics; Regression analysis; Disease","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":[0.007601055,0.0003606191,0.0004470496,0.001556055,0.0003374344,0.0008052457,0.0004717164,0.000441574,0.00273283],"category_scores_gemma":[0.01503024,0.0002619235,0.001815818,0.002525461,0.0003210093,0.0009980772,0.001012685,0.0007136862,0.0002064855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008185055,"about_ca_system_score_gemma":0.001391404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03063888,"about_ca_topic_score_gemma":0.02988252,"domain_scores_codex":[0.9958098,0.002896403,0.000300264,0.0003465992,0.0002575208,0.0003894991],"domain_scores_gemma":[0.990531,0.005789748,0.001917196,0.0005851536,0.0008281098,0.0003488877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001224831,0.00006168395,0.989595,0.00009808408,0.0004588327,0.00003537066,0.0002179719,0.00152829,0.0001147981,0.0003712791,0.0005149981,0.006881099],"study_design_scores_gemma":[0.00001693135,0.0002773613,0.9917419,0.00009654901,0.0004499243,0.00003547811,0.001014328,0.004569165,0.000168192,0.0001953242,0.001424261,0.00001056847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851575,0.00117372,0.005064205,0.001216636,0.00003325373,0.0001554233,0.004135823,0.00004049027,0.00302297],"genre_scores_gemma":[0.9930285,0.0003563681,0.00407155,0.000131767,0.00001313745,0.0001668379,0.001966352,0.000009033708,0.0002564931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03063888,"threshold_uncertainty_score":0.06092107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202111822482714,"score_gpt":0.4426959395312935,"score_spread":0.3224847572830221,"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."}}