{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01190263,0.0003142665,0.0005042765,0.0007720388,0.001224233,0.001521392,0.001232568,0.0007922779,0.004536011],"category_scores_gemma":[0.04729531,0.0002624387,0.0008501018,0.0008527036,0.001241675,0.0007380118,0.001219799,0.001318122,0.0003097311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006145083,"about_ca_system_score_gemma":0.01469034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1062311,"about_ca_topic_score_gemma":0.1202028,"domain_scores_codex":[0.9895194,0.004248012,0.0008542893,0.0006929775,0.003473002,0.001212441],"domain_scores_gemma":[0.9723603,0.007869138,0.0138434,0.001424936,0.002753405,0.001748694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003056882,0.002718296,0.8347644,0.001081521,0.0004173025,0.0002148225,0.001634281,0.0009025036,0.000895039,0.001230976,0.003459202,0.1496246],"study_design_scores_gemma":[0.0002083493,0.001342659,0.990014,0.0003476714,0.000130534,0.0001198125,0.0005643648,0.0007987657,0.0004855801,0.0003961579,0.005564652,0.00002748514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846296,0.001271815,0.002201921,0.002692473,0.00009512479,0.001398259,0.002263652,0.00006578428,0.005381378],"genre_scores_gemma":[0.9948856,0.0002634481,0.002055797,0.0003377058,0.00003370554,0.0006340783,0.000521525,0.000006295663,0.00126188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062311,"threshold_uncertainty_score":0.2112255,"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."}}