{"id":"W4324138222","doi":"10.1136/oem-2023-epicoh.244","title":"P-333 Health related economic burden among unorganized sector workers: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Abstracts","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casual; Population; Meta-analysis; Medicine; Business; Health care; Environmental health; Economics; Economic growth; Political science","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":[0.01063244,0.001944609,0.01064971,0.009975787,0.0008050381,0.003559682,0.002183306,0.002315253,0.0181722],"category_scores_gemma":[0.03434023,0.001023117,0.02141087,0.01026026,0.0007482942,0.002661657,0.001612743,0.001582752,0.0009417888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976317,"about_ca_system_score_gemma":0.006884468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00498405,"about_ca_topic_score_gemma":0.01333825,"domain_scores_codex":[0.9903628,0.003053898,0.003516519,0.0007200099,0.00193241,0.0004143361],"domain_scores_gemma":[0.9785761,0.01560835,0.003362081,0.0004683437,0.00179331,0.0001916887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004635839,0.00002729852,0.002945866,0.9033648,0.07670911,0.0001562375,0.00009189917,0.0001733057,0.0001244853,0.0001966236,0.002318288,0.01342851],"study_design_scores_gemma":[0.001027244,0.0003550422,0.008572138,0.4583077,0.5146083,0.0003827299,0.0001864073,0.0003345722,0.0002754697,0.0007877245,0.01511105,0.0000517062],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003942989,0.9855219,0.001109486,0.00119541,0.0004364008,0.002563965,0.00385836,0.00006877026,0.001302675],"genre_scores_gemma":[0.1027214,0.8757868,0.003789586,0.00314449,0.0007261136,0.009251094,0.003228675,0.00005261507,0.001299272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0181722,"threshold_uncertainty_score":0.06079209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750822672923658,"score_gpt":0.3357374539239932,"score_spread":0.1606551866316273,"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."}}