{"id":"W3013087608","doi":"10.2196/16925","title":"Mobile Health Apps in Pediatric Obesity Treatment: Process Outcomes From a Feasibility Study of a Multicomponent Intervention","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Mobile apps; mHealth; Medicine; Obesity; Psychology; Psychological intervention; Computer science; World Wide Web; Nursing","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":[0.01448777,0.000983486,0.0009770036,0.001519505,0.001563733,0.001741772,0.0008460714,0.001339544,0.003489723],"category_scores_gemma":[0.01611271,0.0008575627,0.001568445,0.001116815,0.001199827,0.002009472,0.002379272,0.001729421,0.0005194923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014001,"about_ca_system_score_gemma":0.00659914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357297,"about_ca_topic_score_gemma":0.004859167,"domain_scores_codex":[0.990683,0.005357496,0.0007808183,0.0005195204,0.001409969,0.001249159],"domain_scores_gemma":[0.9906995,0.004390049,0.001656158,0.0006685859,0.001374363,0.001211419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04722374,0.625082,0.07909003,0.002137637,0.0005128128,0.0003853038,0.01536906,0.0009798886,0.00294377,0.0005505126,0.001216631,0.2245086],"study_design_scores_gemma":[0.07982486,0.5929191,0.3017637,0.0007740873,0.0008298751,0.0003319603,0.01215418,0.00321341,0.003662506,0.0005387436,0.003754889,0.0002326405],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881588,0.00006027849,0.0003249532,0.00008927627,0.00001467697,0.0106239,0.0001727765,0.00001594815,0.0005394173],"genre_scores_gemma":[0.9474191,0.0005307561,0.009802172,0.0002404205,0.00007194473,0.04079458,0.0004206133,0.00001855468,0.0007019658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448777,"threshold_uncertainty_score":0.07661957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466364258177162,"score_gpt":0.4955026504474997,"score_spread":0.3488662246297835,"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."}}