{"id":"W4388488944","doi":"10.1001/jamanetworkopen.2023.42663","title":"Reduction of Financial Health Incentives and Changes in Physical Activity","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Physical Activity and Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"Government of Ontario","keywords":"Incentive; Population; Government (linguistics); Earnings; Medicine; Physical activity; Psychological intervention; Psychology; Finance; Demography; Physical therapy; Environmental health; Business; Economics; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004425568,0.00006794588,0.0003956665,0.00004347018,0.00006412354,0.00001297529,0.00006082424,0.0000450822,0.00000668351],"category_scores_gemma":[0.00004766206,0.00006058349,0.00002125516,0.0004982527,0.0000585159,0.0001736658,0.0001578941,0.0002212399,0.000005067018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005018976,"about_ca_system_score_gemma":0.0001529596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006541229,"about_ca_topic_score_gemma":0.0002569077,"domain_scores_codex":[0.999272,0.0001177025,0.00008388882,0.0001829773,0.0001086858,0.0002347694],"domain_scores_gemma":[0.9996189,0.00008262832,0.00008846769,0.0001078231,0.00001694594,0.00008520565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003447525,0.002612859,0.03448841,0.0008011197,0.00003483042,0.00001602753,0.00483778,0.0001005287,0.004635713,0.004927705,0.02463643,0.9194611],"study_design_scores_gemma":[0.0009740657,0.0006259374,0.9920651,0.0003819362,0.000005642432,0.000002520183,0.00006967908,0.00137328,0.0007608185,0.002446949,0.001236059,0.00005795857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982897,0.00003688211,0.000005897819,0.0157289,0.00007552619,0.0005065398,0.000005919013,0.00001922225,0.0007241048],"genre_scores_gemma":[0.9984211,0.0004015433,0.00006060711,0.0002065211,0.0007258356,0.00002484103,0.000009995679,0.000006894614,0.0001426225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9575768,"threshold_uncertainty_score":0.2470523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06926066771241533,"score_gpt":0.3808808310779763,"score_spread":0.311620163365561,"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."}}