{"id":"W4317477096","doi":"10.2196/37716","title":"mHealth Apps Targeting Obesity and Overweight in Young People: App Review and Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Overweight; Psychological intervention; Usability; Obesity; Internet privacy; App store; Inclusion (mineral); Population; Medicine; Gerontology; Psychology; Computer science; World Wide Web; Environmental health; Nursing; Human–computer interaction; Social psychology","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":[0.007225824,0.001056475,0.002966066,0.01298505,0.0006456034,0.001973614,0.001308172,0.001082522,0.003036391],"category_scores_gemma":[0.02884909,0.0005900332,0.00376595,0.007478853,0.0004953664,0.002274467,0.001598936,0.001188915,0.0005294396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375728,"about_ca_system_score_gemma":0.007198785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003954709,"about_ca_topic_score_gemma":0.01158669,"domain_scores_codex":[0.9956858,0.001209858,0.001437274,0.0002347247,0.001282898,0.0001494442],"domain_scores_gemma":[0.9677013,0.02197701,0.003975445,0.0003686963,0.005662408,0.00031512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003133846,0.0001085954,0.001464791,0.5231643,0.002089049,0.000289632,0.0008874605,0.0001480282,0.000646815,0.000499757,0.007530214,0.4628579],"study_design_scores_gemma":[0.0002334327,0.0009176193,0.01403626,0.8199348,0.0259238,0.001387885,0.001101591,0.0004636983,0.001069649,0.0007494441,0.1340727,0.0001090848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002448347,0.9933434,0.0006850173,0.000552816,0.0002034603,0.001132836,0.0004925814,0.00003819849,0.001103305],"genre_scores_gemma":[0.01060942,0.9840688,0.00253906,0.0004676798,0.0001181689,0.001401675,0.0003846576,0.00001360555,0.0003969516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01298505,"threshold_uncertainty_score":0.03821427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04812397362974213,"score_gpt":0.4407112989799397,"score_spread":0.3925873253501976,"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."}}