{"id":"W2291112656","doi":"10.2196/mhealth.4814","title":"Tracking Health Data Is Not Enough: A Qualitative Exploration of the Role of Healthcare Partnerships and mHealth Technology to Promote Physical Activity and to Sustain Behavior Change","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; University of California, Davis; National Institutes of Health","keywords":"mHealth; Health care; Thematic analysis; Context (archaeology); Qualitative research; Health information technology; Knowledge management; Psychology; Medicine; Nursing; Computer science; Psychological intervention; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004032063,0.0004545708,0.001289097,0.0005346898,0.001656763,0.00001235749,0.0005262251,0.0003934515,0.000008484726],"category_scores_gemma":[0.0005420035,0.0003210181,0.00005008863,0.001270744,0.0003573277,0.0005900009,0.0007166215,0.0009278551,0.000009050863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004701321,"about_ca_system_score_gemma":0.00322398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003943639,"about_ca_topic_score_gemma":0.003847541,"domain_scores_codex":[0.9927009,0.00193539,0.001591795,0.001348357,0.0006091534,0.001814375],"domain_scores_gemma":[0.9931704,0.0008927071,0.001601598,0.001569887,0.0005512299,0.002214222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007410923,0.0005206603,0.01618914,0.009247801,0.00001277169,5.016472e-7,0.07692431,5.095785e-8,0.0005892011,0.04181929,0.0006223567,0.8533328],"study_design_scores_gemma":[0.008074173,0.009485289,0.6439848,0.00664142,0.0002632974,0.00003270785,0.1126713,0.0003317978,0.001725181,0.01506069,0.2001658,0.001563577],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7074391,0.00122793,0.0002513424,0.2756895,0.0001358361,0.01395317,0.001200647,0.00008524818,0.00001730456],"genre_scores_gemma":[0.9759712,0.002881538,0.001194317,0.008647488,0.0002968028,0.01084895,0.00003203056,0.00006758313,0.00006008707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8517693,"threshold_uncertainty_score":0.9999242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3963209474674708,"score_gpt":0.5673103426692074,"score_spread":0.1709893952017366,"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."}}