{"id":"W4401693605","doi":"10.1371/journal.pgph.0003540","title":"Impact of climate change on maternal health outcomes: An evidence gap map review","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Saskatchewan; University of Calgary; University of Alberta","funders":"","keywords":"Climate change; Geography; Psychology; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002788194,0.0003689042,0.0008267159,0.00009111268,0.0002131712,0.0001232247,0.0004919231,0.00008772046,0.003062042],"category_scores_gemma":[0.0002006248,0.0002709609,0.0002046394,0.0007790751,0.00009871936,0.001145571,0.0002273315,0.0002809141,0.001785376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003441866,"about_ca_system_score_gemma":0.0004914501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00937401,"about_ca_topic_score_gemma":0.0008541524,"domain_scores_codex":[0.9951535,0.0004598252,0.0009618801,0.0006872055,0.0009881287,0.001749496],"domain_scores_gemma":[0.9968588,0.0001115932,0.000380277,0.0006936378,0.00002774365,0.00192796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005605262,0.001024888,0.5457647,0.02161695,0.00005509561,0.00003956685,0.00157103,0.000004759354,0.000008035134,0.001287817,0.07664281,0.3519283],"study_design_scores_gemma":[0.0003186478,0.004389744,0.9644658,0.01926837,0.00001980495,0.00005114244,0.00006354742,0.0006237812,0.000001456662,0.0003844673,0.009990366,0.0004228505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5145808,0.07070273,0.00003397801,0.400981,0.001220906,0.004954237,0.002577805,0.0007186804,0.004229792],"genre_scores_gemma":[0.7484657,0.1795749,0.0003007963,0.07100417,0.0003100919,0.000145737,0.0001096293,0.00005893965,0.00003003972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187011,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3408798298384958,"score_gpt":0.4677073034087404,"score_spread":0.1268274735702447,"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."}}