{"id":"W4401070944","doi":"10.1073/pnas.2310081121","title":"Climate change and public health in California: A structured review of exposures, vulnerable populations, and adaptation measures","year":2024,"lang":"en","type":"review","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Earth Sciences Division; Nuclear Safety and Security Commission; California Air Resources Board; National Aeronautics and Space Administration","keywords":"Public health; Climate change; Environmental health; Population health; Greenhouse gas; Environmental resource management; Environmental planning; Extreme weather; Disadvantaged; Natural resource economics; Geography; Population; Environmental science; Medicine; Economic growth; Ecology; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002865538,0.00110549,0.002261266,0.006931984,0.0004389864,0.0015395,0.001056956,0.001106478,0.002476015],"category_scores_gemma":[0.006132048,0.0006606354,0.002000105,0.008209581,0.0005473997,0.001495746,0.0009497223,0.001461495,0.0003537154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224891,"about_ca_system_score_gemma":0.00913609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812555,"about_ca_topic_score_gemma":0.03863183,"domain_scores_codex":[0.9990502,0.0002581595,0.0002579009,0.000116772,0.000269883,0.00004718818],"domain_scores_gemma":[0.9962279,0.00244955,0.0005475048,0.00005978492,0.0006079805,0.0001074188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000115312,0.00006544097,0.0007447724,0.3415436,0.001447307,0.00009904265,0.0002808642,0.0005358889,0.0003792398,0.002723126,0.03687963,0.6151858],"study_design_scores_gemma":[0.00005926409,0.0002117475,0.009030492,0.344955,0.005306611,0.0004755947,0.0003408609,0.0001917935,0.000262666,0.00177716,0.6373245,0.0000644178],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004383744,0.9994972,0.00002407589,0.0001578487,0.00006669251,0.000007818159,0.00002952347,0.000002008383,0.0001709523],"genre_scores_gemma":[0.0003720697,0.9993148,0.00008345032,0.0001220168,0.00003385504,0.00001008899,0.00002585225,5.377357e-7,0.00003727292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01812555,"threshold_uncertainty_score":0.03604007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3935082753345134,"score_gpt":0.4222143458882949,"score_spread":0.02870607055378149,"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."}}