{"id":"W2794937741","doi":"10.2196/publichealth.8953","title":"The SMART Study, a Mobile Health and Citizen Science Methodological Platform for Active Living Surveillance, Integrated Knowledge Translation, and Policy Interventions: Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Physical Activity and Health","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Waterloo; University of Lethbridge; University of Saskatchewan; University of Regina","funders":"","keywords":"Citizen science; Psychological intervention; Knowledge translation; Data collection; Living lab; Psychology; Medical education; Internet privacy; Gerontology; Computer science; Medicine; World Wide Web; Knowledge management; Sociology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02307176,0.0007266153,0.000730249,0.001291033,0.003374688,0.00208412,0.001078528,0.0009355698,0.004043167],"category_scores_gemma":[0.01706872,0.0008935768,0.001277772,0.001990371,0.001464296,0.001822475,0.00327072,0.001726844,0.001495702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003837493,"about_ca_system_score_gemma":0.02551954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05481644,"about_ca_topic_score_gemma":0.1290907,"domain_scores_codex":[0.9929833,0.004345857,0.0005302224,0.0007255753,0.0007306471,0.0006843904],"domain_scores_gemma":[0.9847927,0.003301713,0.002063862,0.003161491,0.005067084,0.001613192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005345386,0.01309788,0.7381821,0.002750224,0.001584703,0.0007788587,0.0372037,0.001345887,0.004069946,0.007973083,0.04489323,0.1427751],"study_design_scores_gemma":[0.006084087,0.01910158,0.7652316,0.002908216,0.002162178,0.000528703,0.05313644,0.003761938,0.003862839,0.007619479,0.1352086,0.0003943958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8912514,0.001329908,0.0248061,0.002939637,0.0002836061,0.05321215,0.01625,0.0003085998,0.009618599],"genre_scores_gemma":[0.7293026,0.001278748,0.08660385,0.004505137,0.0002285562,0.1615379,0.009571975,0.000161623,0.006809608],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05481644,"threshold_uncertainty_score":0.1220166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3239941448028952,"score_gpt":0.4930453686016432,"score_spread":0.1690512237987479,"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."}}