{"id":"W2512858127","doi":"10.2196/mhealth.5411","title":"Increasing Nonsedentary Behaviors in University Students Using Text Messages: Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sitting; Randomized controlled trial; Psychological intervention; Intervention (counseling); Physical therapy; Sedentary behavior; Physical activity; Short Message Service; Medicine; Psychology; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002755798,0.001758251,0.004864988,0.0009567086,0.001050224,0.001248729,0.001513693,0.003445048,0.01157777],"category_scores_gemma":[0.005271688,0.0009150538,0.002471394,0.0008989829,0.001268669,0.001385356,0.000904131,0.003211222,0.001016822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008254,"about_ca_system_score_gemma":0.002360545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052347,"about_ca_topic_score_gemma":0.002845436,"domain_scores_codex":[0.9980887,0.0009017111,0.0002529781,0.0003478416,0.0001557762,0.0002530331],"domain_scores_gemma":[0.9976037,0.0008996594,0.0005691021,0.0001317568,0.0001784867,0.0006172969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9598625,0.02033052,0.0004186008,0.002036101,0.0009689497,0.00002956117,0.00008259881,0.000126833,0.0006482937,0.00005758754,0.0004301665,0.01500824],"study_design_scores_gemma":[0.9546279,0.04332685,0.000886907,0.0001123575,0.0004652661,0.000005627737,0.00002366383,0.0001986875,0.0001340662,0.00005792496,0.0001533463,0.000007517247],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573913,0.007469767,0.001296968,0.001209171,0.001719599,0.0278108,0.0009880699,0.0003741639,0.001740286],"genre_scores_gemma":[0.9259009,0.004434491,0.005274612,0.001839833,0.00114502,0.05721038,0.0005473424,0.00002836225,0.003618922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157777,"threshold_uncertainty_score":0.03873158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05528161612816487,"score_gpt":0.4001412775515155,"score_spread":0.3448596614233507,"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."}}