{"id":"W3161702274","doi":"10.1080/13698575.2021.1929864","title":"What is Risk? Four Approaches to the Embodiment of Health Risk in Public Health","year":2021,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Embodied cognition; Public health; Health risk; Futures contract; Sociology; Psychology; Social psychology; Environmental health; Epistemology; Medicine; Nursing; Economics","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0404399,0.0005309915,0.001754646,0.0001586291,0.007357934,0.0001058223,0.000672158,0.0005089341,0.0006365366],"category_scores_gemma":[0.001026665,0.0004329994,0.0004837469,0.00186326,0.0001690927,0.0008403943,0.0005970441,0.005264602,0.0005660381],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002656519,"about_ca_system_score_gemma":0.0168803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05664972,"about_ca_topic_score_gemma":0.05966717,"domain_scores_codex":[0.9702264,0.02050233,0.003558892,0.001276217,0.001231972,0.003204214],"domain_scores_gemma":[0.9875371,0.003282389,0.005558734,0.001728807,0.0003687582,0.001524147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006684736,0.001047128,0.2053235,0.005530267,0.0001686283,0.000001637168,0.4113434,0.0001234837,2.04827e-7,0.001338706,0.2234401,0.1516161],"study_design_scores_gemma":[0.001777696,0.000561673,0.3011407,0.001178237,0.000028144,0.00000328045,0.2019951,0.0009461528,0.000002325052,0.001134685,0.4908971,0.0003348718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1724427,0.0745117,0.002587151,0.7396683,0.002906143,0.006301827,0.0008905056,0.0001971007,0.0004945723],"genre_scores_gemma":[0.3144247,0.5078595,0.01171091,0.163286,0.0007461613,0.0006762765,0.00009843749,0.0001159731,0.001082006],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5763823,"threshold_uncertainty_score":0.9998122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3856084561131549,"score_gpt":0.4642323546081616,"score_spread":0.07862389849500673,"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."}}