{"id":"W3096205876","doi":"10.2196/19503","title":"Vaccipack, A Mobile App to Promote Human Papillomavirus Vaccine Uptake Among Adolescents Aged 11 to 14 Years: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Usability; mHealth; Human papillomavirus vaccine; Mobile apps; Medicine; Vaccination; Psychology; Nursing; World Wide Web; Computer science; Cancer; Psychological intervention","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":[0.005843184,0.0005239419,0.0005576124,0.001016067,0.0003991777,0.0007676767,0.0003715505,0.0004010341,0.0006743598],"category_scores_gemma":[0.01007498,0.0003123087,0.0007088266,0.0004009423,0.0002913148,0.0007461406,0.0006550171,0.0003921367,0.0001462389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201151,"about_ca_system_score_gemma":0.0009578477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405412,"about_ca_topic_score_gemma":0.003664744,"domain_scores_codex":[0.9981883,0.0008083539,0.0002274952,0.0001920454,0.0004330823,0.0001506615],"domain_scores_gemma":[0.995464,0.002570275,0.0003267925,0.0001430264,0.001146054,0.0003497539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002596972,0.01654352,0.5650086,0.003720116,0.0005817629,0.002252167,0.04246832,0.001088979,0.0167685,0.0003588097,0.003385793,0.3452264],"study_design_scores_gemma":[0.001148436,0.07294811,0.8525339,0.00147018,0.001738958,0.003316835,0.0245367,0.008156285,0.0132601,0.0002079261,0.02046316,0.0002193115],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997977,0.0002037922,0.0005521091,0.00003661278,0.00001071199,0.0006950364,0.00007347701,0.00002786948,0.0004234807],"genre_scores_gemma":[0.9846054,0.001053983,0.0113277,0.0001511217,0.00002417041,0.001652917,0.0003160071,0.00003050997,0.0008380882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005843184,"threshold_uncertainty_score":0.03090203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775228958214755,"score_gpt":0.3791070971690213,"score_spread":0.3313548075868737,"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."}}