{"id":"W2943964124","doi":"10.2196/13340","title":"A Digital Intervention for Australian Adolescents Above a Healthy Weight (Health Online for Teens): Protocol for an Implementation and User Experience Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Health promotion; Intervention (counseling); Behavior change; Gerontology; Psychology; Peer support; Screen time; Medicine; Promotion (chess); Obesity; Physical activity; Public health; Physical therapy; Nursing; 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":[0.03095924,0.002968874,0.005288114,0.002701387,0.004658246,0.00292229,0.00265167,0.004981431,0.06376938],"category_scores_gemma":[0.02483368,0.002857023,0.00416465,0.001889053,0.002307819,0.002808817,0.003256982,0.006618182,0.01021732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004290697,"about_ca_system_score_gemma":0.01566595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004709479,"about_ca_topic_score_gemma":0.007794194,"domain_scores_codex":[0.9864765,0.007675889,0.001829763,0.001031722,0.001322384,0.001663597],"domain_scores_gemma":[0.9870139,0.003804611,0.001250486,0.001867448,0.004383992,0.001679495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1644819,0.1844891,0.00718657,0.07072137,0.0009983922,0.002336278,0.0232815,0.005405571,0.0111197,0.009637667,0.07937285,0.4409691],"study_design_scores_gemma":[0.344905,0.1780236,0.04847654,0.02599218,0.001231054,0.000499623,0.01532198,0.004109771,0.008339426,0.008635066,0.3636033,0.0008623705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00280209,0.00004967961,0.0007752937,0.0000649052,0.00005580566,0.9952934,0.000414263,0.00003186295,0.0005125762],"genre_scores_gemma":[0.0007036518,0.00003612037,0.001203849,0.00003907275,0.000006567803,0.997758,0.00004577173,0.000002076931,0.0002048492],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06376938,"threshold_uncertainty_score":0.2133298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4653327169137967,"score_gpt":0.7248162292095972,"score_spread":0.2594835122958005,"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."}}