{"id":"W3199969432","doi":"10.2196/31621","title":"Pediatric Weight Management Through mHealth Compared to Face-to-Face Care: Cost Analysis of a Randomized Control Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal College of Surgeons in Ireland; Health Research Board","keywords":"mHealth; Randomized controlled trial; Psychological intervention; Medicine; Health care; Cost–benefit analysis; Scarcity; Cost effectiveness; Clinical trial; Physical therapy; Nursing; Surgery; Risk analysis (engineering)","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":[0.03086917,0.003362962,0.007953107,0.002001311,0.0006524212,0.002865406,0.002179458,0.003202683,0.01054912],"category_scores_gemma":[0.05306143,0.001480638,0.01860329,0.001859979,0.001746453,0.002907598,0.002241506,0.004598764,0.0006271776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005555248,"about_ca_system_score_gemma":0.004532905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004452009,"about_ca_topic_score_gemma":0.003038911,"domain_scores_codex":[0.9617744,0.03150634,0.002036484,0.001509449,0.001789511,0.001383806],"domain_scores_gemma":[0.9683141,0.02244149,0.00488153,0.001533124,0.001546797,0.001282896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9403927,0.00442917,0.001698719,0.004629055,0.02307967,0.0001106967,0.00009586768,0.004014523,0.0002874658,0.0006948338,0.0005923667,0.01997493],"study_design_scores_gemma":[0.8780404,0.06687097,0.004253184,0.001099993,0.03298283,0.0001094492,0.0001474692,0.0130259,0.0004973958,0.001683467,0.001192192,0.00009667115],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568433,0.02951388,0.02444798,0.003250476,0.002836422,0.07200462,0.004660326,0.0004923647,0.00595068],"genre_scores_gemma":[0.9469477,0.003641367,0.01005084,0.0008524316,0.0004155868,0.03518796,0.001007587,0.00004811778,0.001848351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03086917,"threshold_uncertainty_score":0.1632537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069971275711401,"score_gpt":0.4528759058412781,"score_spread":0.3921761930841641,"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."}}