{"id":"W857296068","doi":"10.1089/pop.2015.0030","title":"Employee Use of a Wireless Physical Activity Tracker Within Two Incentive Designs at One Company","year":2015,"lang":"en","type":"article","venue":"Population Health Management","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Incentive program; Population; Quarter (Canadian coin); Population health; Medicine; Business; Gerontology; Environmental health; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004419309,0.000154137,0.0003525251,0.0001531698,0.000138264,0.00001575279,0.0001093768,0.00004814124,0.0001165922],"category_scores_gemma":[0.000007223705,0.0001602459,0.0000907893,0.0002643558,0.00004959951,0.0002219413,0.00008162759,0.0001597062,0.0001483112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248107,"about_ca_system_score_gemma":0.00003000763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009520801,"about_ca_topic_score_gemma":0.001380023,"domain_scores_codex":[0.997934,0.0004786069,0.0005069181,0.0003423184,0.0003540468,0.0003840472],"domain_scores_gemma":[0.9987133,0.00003872663,0.0004636151,0.0003785774,0.00009691935,0.0003088292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001450085,0.005296357,0.7519246,0.0004069505,0.000165767,0.00001016761,0.007411079,0.0004498612,0.00002308357,0.06020003,0.01467109,0.157991],"study_design_scores_gemma":[0.001352427,0.0003938353,0.9958754,0.0001001728,0.00004379156,8.549014e-7,0.0002396559,0.0009729983,0.00002258782,0.000366077,0.0004982972,0.0001338724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947703,0.00003269461,0.002415826,0.0006442447,0.0005381915,0.001188385,0.00003720785,0.00007846281,0.0002947227],"genre_scores_gemma":[0.996916,0.000004141019,0.001128286,0.0003729868,0.00006448078,0.0001363876,0.00009443134,0.00002311402,0.001260177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439509,"threshold_uncertainty_score":0.9970749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4028394398481013,"score_gpt":0.4818661433717609,"score_spread":0.07902670352365954,"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."}}