{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003149338,0.0004634276,0.0003979836,0.0008763348,0.0006885694,0.00115613,0.0004473977,0.001226641,0.01807798],"category_scores_gemma":[0.01380793,0.0003243901,0.0007925784,0.0003216756,0.0002270421,0.001169846,0.0009130955,0.0008308597,0.00354578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751673,"about_ca_system_score_gemma":0.0009567864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299214,"about_ca_topic_score_gemma":0.002627541,"domain_scores_codex":[0.9983771,0.0008839534,0.0001535785,0.0001559125,0.0002750197,0.0001544233],"domain_scores_gemma":[0.9899581,0.007342769,0.0008882761,0.0004017122,0.0007178539,0.0006913245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01276618,0.01840284,0.1446262,0.004369272,0.0009557335,0.0004256512,0.002973849,0.0004790908,0.0107186,0.002081118,0.04264199,0.7595595],"study_design_scores_gemma":[0.008757318,0.09197574,0.7108293,0.004239799,0.005301908,0.001903132,0.007376645,0.01122543,0.02579744,0.006040184,0.1259888,0.0005641726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292665,0.001850597,0.00582491,0.005530294,0.001370522,0.002929543,0.002433357,0.001071097,0.04972315],"genre_scores_gemma":[0.9595037,0.001344236,0.01479017,0.002796597,0.000610773,0.003209103,0.000837366,0.00006393403,0.0168441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01807798,"threshold_uncertainty_score":0.06047696,"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."}}