{"id":"W4400205276","doi":"10.1016/j.vaccine.2024.06.063","title":"Uptake and outcomes of VaxCheck, an adult life-course vaccination service: A study among community pharmacists","year":2024,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Vaccination; Pharmacy; Family medicine; Pharmacist; Diphtheria; Immunization; Medical prescription; Nursing; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001414176,0.0003577179,0.0003958428,0.0009894228,0.00226761,0.001659611,0.001010907,0.000909994,0.001573696],"category_scores_gemma":[0.006770088,0.0004454012,0.0007063834,0.002308099,0.0007537593,0.0008663673,0.0008626501,0.00098946,0.0002463207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01465286,"about_ca_system_score_gemma":0.01822872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9289538,"about_ca_topic_score_gemma":0.9441338,"domain_scores_codex":[0.9975693,0.0001906857,0.0001395219,0.0002229159,0.001080423,0.0007972166],"domain_scores_gemma":[0.9954541,0.0004206377,0.001317172,0.0001216136,0.001638731,0.001047714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009961244,0.0002473989,0.9945945,0.00002907942,0.00002790929,0.00004075478,0.0009794977,0.00001614462,0.00006109441,0.00001665815,0.000214934,0.003672404],"study_design_scores_gemma":[0.0000136391,0.0002513907,0.9978235,0.00001678773,0.00001649027,0.0000465119,0.001424897,0.0001130048,0.00002686499,0.000005569388,0.0002536408,0.000007817092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985082,0.0001892959,0.00002325941,0.00009446302,0.000003128172,0.00007008878,0.0004083325,0.000003031807,0.0007002054],"genre_scores_gemma":[0.9989474,0.0002082311,0.0000795275,0.0001007927,0.000005915511,0.00002753287,0.0003217969,0.000002083087,0.0003066028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9289538,"threshold_uncertainty_score":0.1429291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263993790795557,"score_gpt":0.3619600255632459,"score_spread":0.3293200876552904,"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."}}