{"id":"W4396577599","doi":"10.3399/bjgpo.2024.0029","title":"The commercial determinants of health in Ireland: fueling an industrial epidemic at home and abroad","year":2024,"lang":"en","type":"article","venue":"BJGP Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Trinity College Dublin","keywords":"Business; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003578828,0.0001758565,0.0003302151,0.00153143,0.001521551,0.004868325,0.0008871733,0.001541689,0.01562406],"category_scores_gemma":[0.008967231,0.0002346706,0.0006370901,0.002514393,0.003015259,0.003419716,0.004329074,0.003272045,0.001507054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006695299,"about_ca_system_score_gemma":0.009570015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1352105,"about_ca_topic_score_gemma":0.1879844,"domain_scores_codex":[0.998109,0.0005992281,0.00007793476,0.0001042706,0.0003062379,0.0008032824],"domain_scores_gemma":[0.9948007,0.001551494,0.000767515,0.0003472922,0.0007071364,0.001825893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006000674,0.0004173099,0.2582669,0.001896607,0.000168929,0.001593472,0.0286164,0.0004111129,0.0003915964,0.06547702,0.3867979,0.2553627],"study_design_scores_gemma":[0.0001007793,0.0002877315,0.5691288,0.005426362,0.000121719,0.0007000546,0.1094466,0.0007983267,0.0004089002,0.01519311,0.2982449,0.0001427181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3999867,0.02661483,0.0007697624,0.4163571,0.003853927,0.0001036846,0.004363539,0.0000735894,0.1478767],"genre_scores_gemma":[0.9261747,0.03075837,0.0007346854,0.02315459,0.001891886,0.0001002412,0.001456153,0.00009566723,0.0156337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1352105,"threshold_uncertainty_score":0.268847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2199531972140416,"score_gpt":0.5177892880606824,"score_spread":0.2978360908466408,"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."}}