{"id":"W4387932158","doi":"10.1093/jamia/ocad206","title":"Time to treat the climate and nature crisis as one indivisible global health emergency","year":2023,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Business; Medicine; Computer 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":[0.01483924,0.002164488,0.00253284,0.001909342,0.0118109,0.02182294,0.004102252,0.03865014,0.04722673],"category_scores_gemma":[0.03224449,0.001076238,0.002104181,0.001495512,0.0134676,0.03515524,0.01465909,0.06953499,0.01703025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005567823,"about_ca_system_score_gemma":0.01584234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00465255,"about_ca_topic_score_gemma":0.00797214,"domain_scores_codex":[0.991688,0.002808084,0.000496783,0.0008371904,0.002553366,0.001616587],"domain_scores_gemma":[0.9603866,0.01497887,0.001561544,0.00158205,0.005725235,0.01576571],"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":[0.00005084381,0.00006108022,0.0001923259,0.0002631622,0.00002828138,0.0002732665,0.001710315,0.00004887806,0.0002351514,0.01412668,0.9624071,0.02060296],"study_design_scores_gemma":[0.00003154335,0.00005524406,0.0003047992,0.0007014034,0.00001524054,0.0003350497,0.004601994,0.00007471735,0.00006852554,0.01987505,0.9738896,0.00004694512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003133792,0.01543338,0.0006378755,0.9152086,0.06507678,0.0000157578,0.00005771068,0.0001051877,0.003151292],"genre_scores_gemma":[0.006246275,0.01302276,0.001602501,0.90668,0.06054727,0.00007265339,0.0001610286,0.0002176174,0.01144993],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04722673,"threshold_uncertainty_score":0.1579891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435349528343225,"score_gpt":0.3435162921994017,"score_spread":0.3291627969159694,"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."}}