{"id":"W4403812121","doi":"10.1681/asn.2024d7cbrcdb","title":"Canadian Wildfires of 2023 and Risk of Mortality and Hospitalization among ESKD Patients","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health","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":[0.0003861006,0.0002788986,0.000239643,0.0004258706,0.001194591,0.0005397378,0.0005720627,0.0003239318,0.001685182],"category_scores_gemma":[0.001253498,0.0001851442,0.0006377888,0.001134951,0.0002601659,0.0001997368,0.0003448555,0.0007137783,0.00009540746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005245752,"about_ca_system_score_gemma":0.006448539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8974651,"about_ca_topic_score_gemma":0.924214,"domain_scores_codex":[0.9996586,0.00002458006,0.00002485166,0.00007838115,0.000106743,0.0001067728],"domain_scores_gemma":[0.9990282,0.00005401505,0.0003341951,0.00004552725,0.0002607892,0.0002772813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005038,0.00001938828,0.9980153,0.000011988,0.00005285865,0.00003545734,0.00004599114,0.00009188658,0.00008353054,0.00002348756,0.0003773652,0.001142154],"study_design_scores_gemma":[0.000007365506,0.00001688652,0.9992507,0.000009324131,0.00002364015,0.00005569182,0.00010528,0.0002268235,0.00002678085,0.00001284473,0.0002598152,0.000004809676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954458,0.0004580185,0.00007513344,0.000144304,0.00001200335,0.00001813254,0.00298105,0.000006719108,0.0008588806],"genre_scores_gemma":[0.99824,0.0001671963,0.00008782751,0.00004879125,0.000006437291,0.000007050307,0.001289947,0.000001759664,0.000150975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025349,"threshold_uncertainty_score":0.2062774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005535112799651199,"score_gpt":0.2389811441662791,"score_spread":0.2334460313666279,"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."}}