{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002819104,0.0003342298,0.0002946255,0.003909476,0.0007044436,0.003216194,0.0004697875,0.0009385389,0.005452795],"category_scores_gemma":[0.01463558,0.0001963531,0.0003559829,0.00419531,0.001134651,0.001775063,0.0014027,0.0008256799,0.0006487417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992193,"about_ca_system_score_gemma":0.002542852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01868761,"about_ca_topic_score_gemma":0.01333186,"domain_scores_codex":[0.9983619,0.0006774592,0.00009752123,0.00017475,0.0003126753,0.0003757479],"domain_scores_gemma":[0.9888536,0.004602608,0.004618827,0.0002386645,0.0006693875,0.001016955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008207365,0.0004654986,0.6750509,0.006041988,0.0002133998,0.00213481,0.04832503,0.0003465039,0.001490452,0.004360578,0.04048305,0.2202671],"study_design_scores_gemma":[0.00002663215,0.0001518093,0.9476685,0.001843148,0.00006894046,0.000490722,0.01271317,0.0001845375,0.0002271593,0.0003720439,0.03622502,0.00002826522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422495,0.04580597,0.00027299,0.05799196,0.0007594716,0.0001428227,0.002788435,0.000100435,0.04988845],"genre_scores_gemma":[0.9749239,0.01683985,0.0003636623,0.002111655,0.001778673,0.0001064291,0.0009211398,0.00002575525,0.002929029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01868761,"threshold_uncertainty_score":0.03715765,"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."}}