{"id":"W3152743342","doi":"10.2196/26387","title":"Exploring Breaks in Sedentary Behavior of Older Adults Immediately After Receiving Personalized Haptic Feedback: Intervention Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Haptic technology; Intervention (counseling); Physical medicine and rehabilitation; Physical therapy; Medicine; Psychology; Multimedia; Computer science; Simulation; Nursing","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":[0.001060319,0.0007451611,0.00092633,0.0004611909,0.0005729915,0.0002973781,0.000389057,0.0008657512,0.002341205],"category_scores_gemma":[0.001929579,0.0004113794,0.0009629026,0.0002799338,0.0002874764,0.0003801131,0.0006361773,0.0008767946,0.0003051429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835396,"about_ca_system_score_gemma":0.0008979539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063245,"about_ca_topic_score_gemma":0.003733401,"domain_scores_codex":[0.9993449,0.0001897167,0.00007436045,0.0001547297,0.0001061438,0.000130185],"domain_scores_gemma":[0.9990551,0.0002112328,0.0002378443,0.00006998554,0.000110966,0.0003148462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1265205,0.4387141,0.201438,0.002648406,0.00164252,0.0006987788,0.007727747,0.001051491,0.0202418,0.0001259339,0.001055565,0.1981352],"study_design_scores_gemma":[0.01118016,0.290668,0.6925897,0.0001217701,0.0006024801,0.0001009261,0.001028619,0.0006564808,0.001643871,0.0000559675,0.00130065,0.00005139571],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990467,0.00005923429,0.0001524771,0.00001351171,0.000008358717,0.0005187718,0.00005728163,0.00000580327,0.0001379014],"genre_scores_gemma":[0.9939721,0.0001850598,0.001342742,0.00007295018,0.00004620715,0.00342917,0.0001933003,0.000002296306,0.0007562472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002341205,"threshold_uncertainty_score":0.00783211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047120720090239,"score_gpt":0.3871607624367832,"score_spread":0.2824486904277593,"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."}}