{"id":"W3185461219","doi":"10.2196/25437","title":"Evaluating Quality, Usability, Evidence-Based Content, and Gamification Features in Mobile Learning Apps Designed to Teach Children Basic Life Support: Systematic Search in App Stores and Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; Erasmus+; Javna Agencija za Raziskovalno Dejavnost RS; European Commission","keywords":"Usability; Inclusion (mineral); Mobile device; Medical education; mHealth; Scale (ratio); Mobile phone; Multimedia; Computer science; Medicine; World Wide Web; Psychology; Nursing; 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":[0.02705946,0.001221784,0.006218451,0.02286317,0.0008184158,0.002770847,0.001635974,0.001538521,0.001936967],"category_scores_gemma":[0.1131735,0.001062386,0.006482288,0.01403405,0.001587527,0.00298068,0.002876866,0.0009971129,0.0002318645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002765809,"about_ca_system_score_gemma":0.009418286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673216,"about_ca_topic_score_gemma":0.0136302,"domain_scores_codex":[0.9724966,0.008259132,0.01214145,0.001392651,0.005334843,0.0003753309],"domain_scores_gemma":[0.8308589,0.1300199,0.02461887,0.002333767,0.01133577,0.000832765],"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":[0.0006945553,0.0001059318,0.0142697,0.8707619,0.01190011,0.0002600559,0.002477144,0.0001513553,0.0005092638,0.0003118753,0.001444327,0.09711385],"study_design_scores_gemma":[0.0006075352,0.0009449761,0.03809885,0.8707136,0.07091408,0.0008883784,0.002431005,0.00057342,0.0007453571,0.0006387696,0.013316,0.0001280604],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05949283,0.9225207,0.002607946,0.001025983,0.0001781549,0.008747658,0.003798418,0.00007182192,0.001556461],"genre_scores_gemma":[0.3770004,0.5872778,0.01680824,0.001483008,0.0001896625,0.01399696,0.002694739,0.0000720632,0.0004771432],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02705946,"threshold_uncertainty_score":0.1431059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1960495105943226,"score_gpt":0.4622495156602361,"score_spread":0.2662000050659136,"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."}}