{"id":"W2966445324","doi":"10.1186/s12889-019-7426-5","title":"Meningococcal disease in Italy: public concern, media coverage and policy change","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Public health; Biostatistics; Meningococcal disease; Vaccination; Health policy; Meningitis; Population; Environmental health; Epidemiology; Pediatrics; Nursing; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001839401,0.0001594371,0.0003243224,0.0003723257,0.0002984597,0.0002952688,0.0002938197,0.0001036232,0.0005075497],"category_scores_gemma":[0.001298263,0.0001582508,0.00005626496,0.0008532251,0.00004442204,0.001216759,0.0001166834,0.0002030794,0.0001251709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005819582,"about_ca_system_score_gemma":0.004790406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008084,"about_ca_topic_score_gemma":0.01773071,"domain_scores_codex":[0.9972618,0.0005053247,0.0003502228,0.0004122934,0.0004494545,0.001020879],"domain_scores_gemma":[0.9979438,0.0002777138,0.0001415316,0.0002843406,0.00008182207,0.001270806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001081078,0.00007384847,0.850455,0.00006862763,0.000003715293,0.000005180777,0.01289861,1.78452e-7,7.859683e-7,0.1214708,0.001184393,0.013828],"study_design_scores_gemma":[0.0008744359,0.00004511558,0.7649042,0.00002846702,0.000001404556,6.356405e-7,0.001203328,0.00006329633,1.113623e-7,0.001635317,0.2310663,0.0001773801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660157,0.001895129,0.00007203763,0.1207386,0.0003402233,0.000982805,0.00004349557,0.0001192026,0.009792844],"genre_scores_gemma":[0.9916052,0.001043725,0.00004400696,0.005476284,0.001026712,0.00006680973,0.00003288625,0.00002003295,0.0006843616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298819,"threshold_uncertainty_score":0.9965111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019845036455757,"score_gpt":0.3641170524456092,"score_spread":0.2621325488000334,"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."}}