{"id":"W2480895948","doi":"10.2196/resprot.5934","title":"ActiviTeen: A Protocol for Deployment of a Consumer Wearable Device in an Academic Setting","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wearable computer; Activity tracker; Attrition; Wearable technology; Data collection; Protocol (science); Computer science; Physical activity; Software deployment; Multimedia; Internet privacy; Medicine; Medical education; Applied psychology; Psychology; Physical therapy; Alternative medicine","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":[0.03241409,0.002173195,0.002065794,0.002495046,0.00411965,0.002427109,0.00240647,0.003902895,0.09584724],"category_scores_gemma":[0.03733468,0.001739998,0.001854862,0.001499359,0.001698156,0.002283802,0.002685845,0.004582504,0.04193345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301987,"about_ca_system_score_gemma":0.01094934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001453717,"about_ca_topic_score_gemma":0.003817298,"domain_scores_codex":[0.9809315,0.01102051,0.00367183,0.001177984,0.002147835,0.001050318],"domain_scores_gemma":[0.9761966,0.006508296,0.001521127,0.005214843,0.009274042,0.00128507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01881499,0.01922962,0.004346229,0.02207261,0.0001795546,0.002197203,0.01229478,0.002133131,0.01973101,0.0144378,0.4630015,0.4215616],"study_design_scores_gemma":[0.01039465,0.01118722,0.0168262,0.01061032,0.0001401806,0.0008012275,0.004473113,0.002459165,0.008108334,0.007169623,0.9274212,0.0004088435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004829227,0.0002734906,0.03022277,0.0007062519,0.0006662832,0.9433033,0.005504561,0.001191105,0.0133029],"genre_scores_gemma":[0.002218403,0.0001777771,0.01921081,0.0003726619,0.00005044236,0.9745339,0.0008342264,0.00006061852,0.002541181],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09584724,"threshold_uncertainty_score":0.320641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5040078828010844,"score_gpt":0.6455884946107732,"score_spread":0.1415806118096887,"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."}}