{"id":"W3038961934","doi":"10.1089/chi.2020.0035","title":"User Characteristics and Parenting Practices Associated with Adolescents' Initial Use of a Lifestyle Behavior Modification Intervention","year":2020,"lang":"en","type":"article","venue":"Childhood Obesity","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Psychological intervention; Odds; Odds ratio; Intervention (counseling); Confidence interval; Psychology; Adolescent health; Screen time; Young adult; Medicine; Developmental psychology; Clinical psychology; Physical activity; Logistic regression; Psychiatry; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312128,0.0001861596,0.0002594336,0.0004969169,0.0004007131,0.0005973604,0.0002523888,0.0002921681,0.001559341],"category_scores_gemma":[0.006675413,0.0002633847,0.0005539128,0.000527407,0.000188335,0.0002987689,0.0004127804,0.0007853021,0.0001298541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263883,"about_ca_system_score_gemma":0.0007130876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272237,"about_ca_topic_score_gemma":0.02335407,"domain_scores_codex":[0.9989472,0.0003580404,0.0001381565,0.0001123967,0.0003421173,0.0001020736],"domain_scores_gemma":[0.9951547,0.001568497,0.002099891,0.0001627647,0.0005346499,0.0004794164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002983282,0.00005794909,0.9964715,0.00001130656,0.00002636476,0.00002391823,0.0003790807,0.00001369543,0.00008685626,0.000006421941,0.00005649668,0.002836576],"study_design_scores_gemma":[0.000001961955,0.00008077703,0.9991115,0.00001305486,0.00001804827,0.00006016016,0.0004559137,0.00009212094,0.00004506445,0.000003777348,0.0001156499,0.000001961865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991974,0.000133347,0.00007686835,0.00005822254,0.000003933455,0.00002317913,0.0001496518,0.00000325807,0.0003541122],"genre_scores_gemma":[0.9992139,0.0001380633,0.0002765762,0.00002244408,0.000003238975,0.00003356722,0.0001624832,0.000002015985,0.0001476976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272237,"threshold_uncertainty_score":0.02529663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08761383847850521,"score_gpt":0.4006873940459559,"score_spread":0.3130735555674508,"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."}}