{"id":"W3012623931","doi":"10.2196/17371","title":"Use of Apps to Promote Childhood Vaccination: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"EIT Health","keywords":"Internet privacy; Vaccination; mHealth; Psychology; Medicine; Psychological intervention; Computer science; Psychiatry","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":[0.007928953,0.001678055,0.006685244,0.008014563,0.0007311162,0.002834401,0.00202864,0.001967395,0.00565611],"category_scores_gemma":[0.04599303,0.001236715,0.007223932,0.008553675,0.00089034,0.002751927,0.001728779,0.001416903,0.000410469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201331,"about_ca_system_score_gemma":0.01061248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007350723,"about_ca_topic_score_gemma":0.02028891,"domain_scores_codex":[0.9923736,0.003056846,0.002278977,0.0004418918,0.001621209,0.0002275232],"domain_scores_gemma":[0.9623078,0.02912259,0.005346255,0.0004214817,0.002461486,0.000340505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001681421,0.00002083309,0.0003713974,0.9655427,0.004192688,0.00006841566,0.0001821391,0.00004715993,0.00006808474,0.00007651551,0.0008103864,0.02845155],"study_design_scores_gemma":[0.0002584873,0.000231434,0.002566991,0.9441754,0.04109124,0.0002626807,0.0002773254,0.00007001588,0.000149884,0.0001328293,0.0107563,0.00002748618],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001552878,0.996568,0.0001676921,0.000198208,0.0001002247,0.0006758376,0.0003351585,0.0000152386,0.000386735],"genre_scores_gemma":[0.01483582,0.9827312,0.0007386216,0.0003607943,0.00005643597,0.0009751535,0.0001680912,0.000006773023,0.0001271062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008014563,"threshold_uncertainty_score":0.04193282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137574150014294,"score_gpt":0.4312459465777863,"score_spread":0.3174885315763568,"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."}}