{"id":"W77539960","doi":"","title":"The state of prevention in allied health education and practice.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Health care; Medicine; Population; Medical prescription; Health promotion; Gross domestic product; Environmental health; Gerontology; Public health; Economic growth; Nursing; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006516378,0.0005385045,0.0006363097,0.002812899,0.001629241,0.006153423,0.00144667,0.005185409,0.08089756],"category_scores_gemma":[0.01505417,0.0003895463,0.0005160196,0.003260056,0.003063867,0.005340211,0.005173228,0.00629844,0.02893401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004418145,"about_ca_system_score_gemma":0.01370148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004617363,"about_ca_topic_score_gemma":0.007669057,"domain_scores_codex":[0.9957704,0.0009576489,0.0003684116,0.0006470918,0.001769305,0.0004870752],"domain_scores_gemma":[0.9871296,0.003594479,0.001082717,0.001141677,0.003079248,0.003972216],"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":[0.00002615614,0.00009029177,0.001265533,0.0008938071,0.00001358878,0.00006485281,0.0002432682,0.00005393331,0.0000792909,0.05248977,0.4565562,0.4882233],"study_design_scores_gemma":[0.000007633591,0.00001967273,0.001891457,0.001667184,0.000007899784,0.0001241848,0.00008356995,0.00004815766,0.00003726051,0.007155114,0.9889486,0.000009222088],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001444409,0.3403906,0.002646866,0.2324341,0.02010466,0.0002252352,0.00139566,0.0004268535,0.4009317],"genre_scores_gemma":[0.05444659,0.5172061,0.008484617,0.1201816,0.02744539,0.0006903456,0.002128301,0.0003086901,0.2691084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08089756,"threshold_uncertainty_score":0.2706293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09210897278336228,"score_gpt":0.4886655833754089,"score_spread":0.3965566105920467,"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."}}