{"id":"W4391304231","doi":"10.1007/s10728-023-00477-5","title":"Health-Oriented Environmental Categories, Individual Health Environments, and the Concept of Environment in Public Health","year":2024,"lang":"en","type":"article","venue":"Health Care Analysis","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerium für Kultur und Wissenschaft des Landes Nordrhein-Westfalen; Universität Bielefeld; University of Toronto","keywords":"Public health; Health promotion; Relevance (law); Health policy; Health belief model; Sociology of health and illness; Social determinants of health; Psychosocial; Health geography; Public relations; Sociology; Environmental health; International health; Psychology; Medicine; Political science; Health care; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009562541,0.0005734287,0.002326622,0.001123798,0.002024,0.00003764264,0.0004387382,0.0003537295,0.000535763],"category_scores_gemma":[0.00007210093,0.0004634479,0.0003556669,0.001553638,0.0008727796,0.0002322843,0.0003220355,0.00207089,0.00009240293],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003869535,"about_ca_system_score_gemma":0.003855353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201287,"about_ca_topic_score_gemma":0.005208228,"domain_scores_codex":[0.9835934,0.007949549,0.003534134,0.001381628,0.001079179,0.002462136],"domain_scores_gemma":[0.9949043,0.001145839,0.001431938,0.001129763,0.0000181265,0.001370051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001747685,0.0004921685,0.06764068,0.003181645,0.001449924,0.00001517069,0.4174304,0.0001382286,0.000001714869,0.02148983,0.01222316,0.4757623],"study_design_scores_gemma":[0.00478148,0.001166142,0.2062034,0.0004424695,0.0001831365,0.00001041714,0.1023041,0.0005616207,0.000001608311,0.0004253263,0.6833602,0.0005600883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07158314,0.3980021,0.009528456,0.5057688,0.002064147,0.009256127,0.002678587,0.0002734353,0.0008452437],"genre_scores_gemma":[0.9011233,0.05671876,0.0004246763,0.0389905,0.0002469142,0.0003515648,0.0017061,0.00008232086,0.0003557901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8295403,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298097716073219,"score_gpt":0.3744233922883742,"score_spread":0.341442415127642,"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."}}