{"id":"W2980771914","doi":"10.1503/cmaj.73258","title":"Increasing vaccination rates requires a better understanding of vaccine hesitancy","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Medicine; Computer science; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01344638,0.0006224971,0.001800948,0.00088101,0.003127204,0.005661135,0.00262272,0.0356712,0.008624635],"category_scores_gemma":[0.08227392,0.000577721,0.0008995768,0.0006864723,0.007107999,0.01165444,0.003033044,0.06427351,0.005729571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007288049,"about_ca_system_score_gemma":0.007058372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009581285,"about_ca_topic_score_gemma":0.01110153,"domain_scores_codex":[0.9883836,0.004861019,0.001410213,0.001133708,0.003432424,0.0007790513],"domain_scores_gemma":[0.9301642,0.04903535,0.003770795,0.002077407,0.01009554,0.004856708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006888578,0.00009581929,0.002512638,0.0002066598,0.00003773355,0.001066164,0.0004660774,0.0002036389,0.0003885818,0.01564185,0.9379625,0.04134933],"study_design_scores_gemma":[0.00008018731,0.0002014085,0.003581446,0.001252669,0.00003909285,0.003717961,0.001533479,0.001108569,0.0003874923,0.0795868,0.9083539,0.0001570617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001749253,0.001846912,0.0002242316,0.9938316,0.002883516,0.000003190695,0.0000098065,0.00001170969,0.001014049],"genre_scores_gemma":[0.004770167,0.002500443,0.000724818,0.9679263,0.02284436,0.00001485407,0.00002250602,0.00001893061,0.00117761],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0356712,"threshold_uncertainty_score":0.0711121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576399995722775,"score_gpt":0.2728601248728004,"score_spread":0.2470961249155727,"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."}}