{"id":"W4415872269","doi":"10.3390/vaccines13111138","title":"Mapping Eight Decades of Vaccination Social Science: Bibliometric Analysis of Global Research Trends","year":2025,"lang":"en","type":"article","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; World Health Organization","keywords":"Vaccination; Inclusion (mineral); Bibliometrics; Immunization; Focus (optics); Comparative research","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01771111,0.0006934706,0.001532855,0.1318993,0.001188664,0.00663386,0.001120396,0.0008288975,0.002693084],"category_scores_gemma":[0.07246184,0.000429915,0.001982112,0.2084053,0.001166659,0.006449593,0.003776341,0.000767306,0.0005883026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445374,"about_ca_system_score_gemma":0.007375706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051586,"about_ca_topic_score_gemma":0.007293996,"domain_scores_codex":[0.9847224,0.003516549,0.004745861,0.002140545,0.004131376,0.0007431996],"domain_scores_gemma":[0.8982601,0.05764875,0.02336799,0.003802993,0.01511886,0.001801442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002709983,0.00008986879,0.6465543,0.0288939,0.002688254,0.0007336126,0.0150031,0.001918492,0.002088145,0.008952655,0.01366011,0.2791466],"study_design_scores_gemma":[0.00004834452,0.0001793978,0.8548781,0.01034676,0.002253136,0.001402449,0.01783998,0.003552995,0.001592691,0.008326543,0.09943757,0.0001420748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.757447,0.1382102,0.007551655,0.006745216,0.0004697509,0.0007258609,0.06675775,0.0004480612,0.02164457],"genre_scores_gemma":[0.8870599,0.06621194,0.01515973,0.0004866538,0.0005873116,0.001058313,0.02810185,0.000139305,0.001195079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8681007,"threshold_uncertainty_score":0.09366643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0630698742213359,"score_gpt":0.4445119313337494,"score_spread":0.3814420571124135,"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."}}