{"id":"W4399094726","doi":"10.1007/978-3-031-57361-3_46","title":"Vaccines, Vaccine-Preventable Diseases, and Frailty","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Vaccine-preventable diseases; Virology; Vaccination; Measles","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":[0.000259117,0.000541318,0.0003673731,0.0009805307,0.0005578434,0.001712594,0.0003602765,0.001135471,0.02294421],"category_scores_gemma":[0.0007322319,0.0001444823,0.0002041961,0.001101592,0.001141715,0.001292672,0.0005770271,0.001624688,0.003841613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099612,"about_ca_system_score_gemma":0.00103196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006202259,"about_ca_topic_score_gemma":0.01636492,"domain_scores_codex":[0.999907,0.00002773393,0.000003322689,0.000009899511,0.00004313628,0.000008849872],"domain_scores_gemma":[0.9998184,0.0001260096,0.000009254019,0.000006101385,0.00002512614,0.00001514037],"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":[0.00001355648,0.00004822182,0.0002798502,0.0002189389,0.000008600506,0.00004899367,0.0005497635,0.0003144313,0.00011313,0.2379603,0.5985099,0.1619344],"study_design_scores_gemma":[0.0000056363,0.00001866049,0.001261501,0.0004861576,0.000005574424,0.0001460102,0.0003256026,0.0001835761,0.00004484598,0.1225201,0.874994,0.000008267555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00126482,0.3179378,0.001398242,0.02212583,0.005887748,0.00002784212,0.0002979385,0.00006128162,0.6509985],"genre_scores_gemma":[0.0213949,0.2214992,0.002001629,0.008208605,0.005801935,0.00009366182,0.0002730168,0.00004885933,0.7406782],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02294421,"threshold_uncertainty_score":0.07675606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108437774712744,"score_gpt":0.2852396928060522,"score_spread":0.2641553150589248,"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."}}