{"id":"W4387744375","doi":"10.3390/fire6100399","title":"Economic Costs of Residential Fires: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Fire","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Sydney University","keywords":"Scopus; Economic cost; Economic impact analysis; Incentive; Productivity; Cost–benefit analysis; Business; CINAHL; Grey literature; Environmental health; Geography; Psychological intervention; Economic growth; MEDLINE; Medicine; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001583254,0.0002405807,0.004431556,0.00009467842,0.00003352729,0.000002774099,0.0001679195,0.0003625508,0.0003534231],"category_scores_gemma":[0.001286334,0.0001745781,0.0009806775,0.0001284502,0.00004081982,0.00002686662,0.00005481405,0.0002992699,0.002387964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698757,"about_ca_system_score_gemma":0.0003245082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000566464,"about_ca_topic_score_gemma":0.00001376549,"domain_scores_codex":[0.9971713,0.0007346474,0.001562472,0.0002674648,0.00009529815,0.000168802],"domain_scores_gemma":[0.9976715,0.0006293167,0.001007014,0.000602965,0.00003161211,0.00005760927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004058618,0.000008288119,8.331583e-7,0.9389861,0.0004242982,0.00002051083,0.000004439061,1.54339e-8,8.35553e-9,0.0001298143,0.04019932,0.02022233],"study_design_scores_gemma":[0.00006767843,0.00005855169,0.000002112547,0.8527067,0.008593626,0.0001136987,0.000001348906,0.000002591133,7.563477e-8,0.00004231739,0.1383076,0.000103665],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001586771,0.9959079,0.000002038698,0.0000993264,0.000413031,0.002996343,0.00009672162,0.00005246652,0.0004305886],"genre_scores_gemma":[0.000001254409,0.9934192,0.00001718233,0.0001483992,0.0002015318,0.0003332001,0.0005277531,0.00004099745,0.005310444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09810832,"threshold_uncertainty_score":0.9983888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550795729895639,"score_gpt":0.4187103581340534,"score_spread":0.3432024008350971,"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."}}