{"id":"W2625144760","doi":"10.1016/j.vaccine.2017.06.015","title":"Vaccination resilience: Building and sustaining confidence in and demand for vaccination","year":2017,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Institut National de Santé Publique du Québec","funders":"Japan Society for the Promotion of Science; Fonds de Recherche du Québec - Santé","keywords":"Vaccination; Resilience (materials science); Medicine; Immunology; Virology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182157,0.00009601178,0.000166599,0.0001365171,0.001214411,0.0003085834,0.0001872439,0.00008726459,0.00004318713],"category_scores_gemma":[0.001751658,0.00009858788,0.00001791698,0.00008845,0.000003576702,0.0009484622,0.00007128154,0.00008132128,7.594464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006310393,"about_ca_system_score_gemma":0.00006828608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006025483,"about_ca_topic_score_gemma":0.004267153,"domain_scores_codex":[0.9990628,0.00005245092,0.0001981463,0.0002830503,0.000132217,0.0002713246],"domain_scores_gemma":[0.9991987,0.0002404905,0.0001651541,0.0001759363,0.0001434143,0.00007633054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155556,0.00002848152,0.7589185,0.0001056763,0.00000895803,0.00001077594,0.008143043,0.0000182831,0.0006579786,0.1208093,0.0006854671,0.110498],"study_design_scores_gemma":[0.001451173,0.00006338464,0.9721247,0.00005375023,0.00001022841,0.000002026627,0.001961078,0.0009132749,0.0002720937,0.02096866,0.002037541,0.0001420867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876065,0.00103374,0.00302932,0.006111514,0.0001202413,0.000511752,0.000001681728,0.00002816967,0.001557114],"genre_scores_gemma":[0.9976267,0.0009836183,0.0005632623,0.00006996596,0.0001774156,0.00002697454,0.000001376424,0.000008429217,0.0005422845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2132063,"threshold_uncertainty_score":0.9340392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100971334654043,"score_gpt":0.3490930334557439,"score_spread":0.3280833201092035,"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."}}