{"id":"W2897705263","doi":"10.2196/11062","title":"Time Series Visualizations of Mobile Phone-Based Daily Diary Reports of Stress, Physical Activity, and Diet Quality in Mostly Ethnic Minority Mothers: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Heart, Lung, and Blood Institute","keywords":"Ethnic group; Mobile phone; Physical activity; Stress (linguistics); Quality (philosophy); Phone; Series (stratigraphy); Psychology; Computer science; Applied psychology; Gerontology; Medicine; Physical therapy; Telecommunications; Sociology","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":[0.002865101,0.0004790887,0.0004242779,0.001325565,0.0004060502,0.0007810795,0.0005679944,0.0003953755,0.003742477],"category_scores_gemma":[0.01247728,0.0002512714,0.0005041314,0.0009091603,0.0002374299,0.0005935939,0.0007350921,0.0004142533,0.0004792433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209168,"about_ca_system_score_gemma":0.0003988198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451426,"about_ca_topic_score_gemma":0.002142359,"domain_scores_codex":[0.9991058,0.0004702411,0.00007294848,0.0001083841,0.0001688946,0.00007383683],"domain_scores_gemma":[0.9918261,0.004750118,0.0007294281,0.0006758416,0.001626095,0.0003925502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005703053,0.004008115,0.5395688,0.002669157,0.0005187527,0.004178635,0.0490808,0.004236188,0.06059968,0.001464514,0.01652139,0.3114509],"study_design_scores_gemma":[0.0004313854,0.006924927,0.9180087,0.0005051865,0.0003037961,0.002145795,0.01589933,0.0277674,0.01265126,0.001398296,0.01380012,0.0001638773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794185,0.0001607675,0.01348745,0.0002800452,0.00004702089,0.0008048954,0.00334347,0.0006822815,0.00177545],"genre_scores_gemma":[0.9636698,0.0001934354,0.03262803,0.00006219356,0.00007086252,0.001206291,0.001461561,0.000117906,0.0005899351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003742477,"threshold_uncertainty_score":0.01515234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553767864487808,"score_gpt":0.5753685324383633,"score_spread":0.4199917459895825,"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."}}