{"id":"W2318154281","doi":"10.1080/21645515.2015.1137404","title":"Improving the safety of vaccine delivery","year":2016,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Vaccine safety; Medicine; Patient safety; Adverse effect; Psychological intervention; Harm; Intensive care medicine; Near miss; Risk analysis (engineering); Medical emergency; Health care; Immunization; Immunology; Pharmacology; Nursing; Psychology","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":[0.01192216,0.00019538,0.0002585871,0.001054061,0.0006670153,0.002047005,0.0004464564,0.0007470652,0.006343176],"category_scores_gemma":[0.06488502,0.0001053787,0.0002832745,0.0006811763,0.001095823,0.0021295,0.001675165,0.00121225,0.001031384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842975,"about_ca_system_score_gemma":0.003936611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860844,"about_ca_topic_score_gemma":0.00153761,"domain_scores_codex":[0.9915671,0.004224138,0.0005345407,0.000338198,0.002926541,0.0004095278],"domain_scores_gemma":[0.9581473,0.01860005,0.01086111,0.002437831,0.008048911,0.001904871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002142277,0.0004647672,0.1977283,0.0007559191,0.000210867,0.0001714299,0.003289418,0.002299132,0.0030166,0.03520793,0.02743019,0.7292112],"study_design_scores_gemma":[0.00009597499,0.003076498,0.4697574,0.00335393,0.0002810318,0.001147195,0.008346476,0.008006684,0.0127766,0.1353568,0.3576703,0.0001311487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5913656,0.01814414,0.0290723,0.1732175,0.001449125,0.0003631018,0.001298609,0.000424689,0.1846649],"genre_scores_gemma":[0.9774989,0.006373509,0.006196436,0.0050989,0.0007504144,0.00007308019,0.0003191159,0.00003664942,0.003653015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01192216,"threshold_uncertainty_score":0.06305116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519363277261953,"score_gpt":0.2866894985276088,"score_spread":0.2614958657549893,"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."}}