{"id":"W2335863640","doi":"10.1007/s10198-016-0800-7","title":"The role of time and risk preferences in adherence to physician advice on health behavior change","year":2016,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Statistics Canada","funders":"Alberta Innovates; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Alberta Heritage Foundation for Medical Research","keywords":"Receipt; Behavior change; Medicine; Salience (neuroscience); Disease; Health belief model; Preference; Population; Psychology; Public health; Environmental health; Health promotion; Social psychology; Nursing; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003641345,0.000102693,0.0002744185,0.00008573724,0.0001858686,0.00001368049,0.0003631468,0.00001594277,0.00004120949],"category_scores_gemma":[0.00002422216,0.00005362689,0.00006363999,0.0000644061,0.00007939203,0.00008296111,0.00004366815,0.0002451894,0.0001612073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007191674,"about_ca_system_score_gemma":0.0001046518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094181,"about_ca_topic_score_gemma":0.001140388,"domain_scores_codex":[0.9969357,0.001595791,0.0009568929,0.0001335767,0.00005589565,0.0003220909],"domain_scores_gemma":[0.9980569,0.0001941473,0.00124151,0.000261093,0.00005440215,0.0001919428],"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":[0.0001331125,0.0001214828,0.007085462,0.000004869335,0.000007515593,7.873961e-7,0.001799995,9.570444e-7,0.000003952613,0.0002715016,0.0006923116,0.9898781],"study_design_scores_gemma":[0.0009887447,0.00765906,0.9608022,0.0005280093,0.00001464319,0.00001942035,0.00165885,0.000006689193,0.00001285204,0.0005395912,0.02765603,0.000113934],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887607,0.002566654,0.000004527103,0.006199262,0.0003891535,0.0004857071,0.00007141104,0.000005931933,0.001516722],"genre_scores_gemma":[0.9940208,0.004017533,0.00005243171,0.001529594,0.0001893845,0.00001936053,5.905804e-7,0.00001986095,0.0001504782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9897641,"threshold_uncertainty_score":0.2186841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0944683585507056,"score_gpt":0.3684024963169196,"score_spread":0.273934137766214,"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."}}