{"id":"W4387901414","doi":"10.1093/eurpub/ckad160.002","title":"Noncommunicable diseases, risk factors, commercial determinants","year":2023,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Public health; Scope (computer science); Action (physics); Hygiene; Political science; Literacy; Environmental health; Medicine; Nursing; Law","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":[0.002593311,0.0003605246,0.0005256314,0.001117349,0.00175158,0.003056289,0.0003759164,0.001523199,0.03301113],"category_scores_gemma":[0.009457538,0.0001374696,0.0002574665,0.001883655,0.001018495,0.002335919,0.002103698,0.002988815,0.002090624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339168,"about_ca_system_score_gemma":0.003272538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005645834,"about_ca_topic_score_gemma":0.01059553,"domain_scores_codex":[0.9993481,0.0002639334,0.00002973856,0.0001032782,0.0001189984,0.000135934],"domain_scores_gemma":[0.9961696,0.00249133,0.0002834677,0.00005716571,0.0003846752,0.000613719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008187256,0.000136614,0.01715941,0.001998724,0.00003594118,0.0001770467,0.004772393,0.00009053414,0.0001060881,0.02677807,0.7980701,0.1505932],"study_design_scores_gemma":[0.00003154135,0.00008251827,0.09402782,0.004532089,0.00004153832,0.0002816015,0.01188837,0.0001316978,0.00007925079,0.02125357,0.8676218,0.00002821535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01400558,0.2292096,0.0003288177,0.6518399,0.02176244,0.0001234528,0.001213281,0.00002993672,0.0814871],"genre_scores_gemma":[0.1880687,0.5532917,0.001013768,0.1011172,0.06809688,0.0007207119,0.001209753,0.00007528591,0.08640601],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03301113,"threshold_uncertainty_score":0.1104333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211601218948185,"score_gpt":0.3418399922563995,"score_spread":0.2206798703615809,"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."}}