{"id":"W2800611197","doi":"10.1016/j.vaccine.2018.04.018","title":"Smartphone app uses loyalty point incentives and push notifications to encourage influenza vaccine uptake","year":2018,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of British Columbia","funders":"Health Canada","keywords":"Pharmacy; Medicine; Incentive; Loyalty; Influenza vaccine; Pharmacist; Family medicine; Vaccination; Advertising; Business; Medical emergency; Marketing; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005328784,0.0003217657,0.0005486966,0.0004301695,0.0004374937,0.0000650805,0.0002028087,0.00009974388,0.0007221446],"category_scores_gemma":[0.001470313,0.0002576959,0.00007681189,0.000801777,0.00006874359,0.0002226986,0.0003922411,0.0002963769,0.0008776262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254348,"about_ca_system_score_gemma":0.0001111013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001922626,"about_ca_topic_score_gemma":0.0003454378,"domain_scores_codex":[0.9976772,0.00006585575,0.0005680072,0.0006024064,0.0004409556,0.0006455563],"domain_scores_gemma":[0.9977255,0.0001717835,0.0001117626,0.0007648537,0.0007705664,0.0004555291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005574394,0.001392589,0.4959933,0.0006148161,0.001222238,0.0001339312,0.0118337,0.00001692786,0.1975589,0.001339116,0.2299315,0.05438859],"study_design_scores_gemma":[0.003327888,0.0008124081,0.7754655,0.0001546828,0.00009707702,0.00002976866,0.0004976952,0.00008077353,0.01610825,0.0001154878,0.2030356,0.0002748319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871961,0.001783122,0.0004746676,0.006632546,0.0002156963,0.001150104,0.00006149361,0.0002281811,0.002258075],"genre_scores_gemma":[0.9884184,0.0004400614,0.003283252,0.004761723,0.0007904946,0.0001364573,0.0000214914,0.0000608343,0.002087267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2794722,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853293560567144,"score_gpt":0.367296990462935,"score_spread":0.3087640548572635,"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."}}