{"id":"W4404841238","doi":"10.2196/63938","title":"Effectiveness of Text Messaging Nudging to Increase Coverage of Influenza Vaccination Among Older Adults in Norway (InfluSMS Study): Protocol for a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Medicine; Immigration; Vaccination; Population; Randomized controlled trial; Psychological intervention; Intervention (counseling); Demography; Gerontology; Environmental health; Nursing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03348004,0.006042705,0.01218174,0.002213739,0.003128401,0.004322734,0.003203328,0.006659727,0.06805263],"category_scores_gemma":[0.02965263,0.003032739,0.007389288,0.002555339,0.002949084,0.003717443,0.002185913,0.007659472,0.009432747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006315717,"about_ca_system_score_gemma":0.01561149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668009,"about_ca_topic_score_gemma":0.006161349,"domain_scores_codex":[0.9781911,0.01384478,0.002705936,0.001703827,0.001710678,0.0018437],"domain_scores_gemma":[0.9888516,0.003009569,0.002799685,0.001203118,0.00261916,0.001516935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8857028,0.0104722,0.000760777,0.03963825,0.003652311,0.0001825344,0.0005202953,0.001706638,0.001403657,0.003903772,0.02101809,0.03103869],"study_design_scores_gemma":[0.9540076,0.01564375,0.001255107,0.0048638,0.001219036,0.00003059543,0.0001308021,0.001594417,0.0004659757,0.001822157,0.01887894,0.00008792768],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00141112,0.0002659644,0.0006981833,0.0001455187,0.0002592368,0.9957424,0.0009509398,0.00007972344,0.0004468607],"genre_scores_gemma":[0.0009979864,0.00007920498,0.0009516501,0.00007676121,0.00002602393,0.9975926,0.00009554609,0.000003581357,0.0001765957],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06805263,"threshold_uncertainty_score":0.2276587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09874987101182969,"score_gpt":0.5504549534643562,"score_spread":0.4517050824525266,"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."}}