{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2980,"total_is_capped":false,"direct_labels_cover":8,"predictions_cover":2980,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"1cfc92cec0f9","filters":{"topic":"Climate Change and Health Impacts"}},"results":[{"id":"W2912842935","doi":"10.1016/s0140-6736(18)32822-8","title":"The Global Syndemic of Obesity, Undernutrition, and Climate Change: The Lancet Commission report","year":2019,"lang":"en","type":"review","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2993,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; Medical Research Council","keywords":"Syndemic; Malnutrition; Commission; Climate change; Obesity; Environmental health; Medicine; Political science; Public health; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.2659785004867379,"gpt":0.4215741160648571,"spread":0.1555956155781192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002012498,0.0002397806,0.001126498,0.00000922502,0.0004620688,0.00006643454,0.0009075855,0.0001532985,0.00008879705],"category_scores_gemma":[0.00009602681,0.00009899701,0.000114348,0.000227154,0.0003157447,0.00006878543,0.0007580302,0.0003750453,0.0001668053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828103,"about_ca_system_score_gemma":0.00002471725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002154268,"about_ca_topic_score_gemma":0.0002958426,"domain_scores_codex":[0.9980814,0.0003001246,0.0004562426,0.0002637042,0.0003407697,0.000557684],"domain_scores_gemma":[0.997728,0.0003913971,0.0005929683,0.001192538,0.00001046046,0.00008462292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006545711,0.00008003767,0.0332885,0.01742616,0.00006317192,0.00003533595,0.0004466222,7.81638e-7,8.125656e-7,0.001893923,0.2740579,0.6726413],"study_design_scores_gemma":[0.000197936,0.00003425016,0.01024465,0.003672909,0.000166289,0.0003099716,0.00004289885,0.000006708375,1.728398e-7,0.001482989,0.9837158,0.0001253776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003562313,0.9789681,0.000001135701,0.01023997,0.0002803624,0.001179791,0.0003168623,0.00003109943,0.008626411],"genre_scores_gemma":[0.0004319582,0.997563,0.00001244373,0.0007684818,0.0009846932,0.00006086615,0.00004971884,0.00001718042,0.0001116271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.709658,"threshold_uncertainty_score":0.4036981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162775913","doi":"10.1016/s0140-6736(14)62114-0","title":"Mortality risk attributable to high and low ambient temperature: a multicountry observational study","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2874,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"National Health and Medical Research Council; Medical Research Council; National Research Foundation of Korea; National Institute of Environmental Health Sciences; National Research Foundation","keywords":"Observational study; Medicine; Environmental health; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2278495326256668,"gpt":0.3686098254168357,"spread":0.1407602927911689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008499638,0.00008098028,0.0001716747,0.000006734781,0.0001521305,0.00005011032,0.0001561419,0.00002646209,0.0001745413],"category_scores_gemma":[0.000147881,0.00005179938,0.00000840515,0.0001393852,0.00004032579,0.00009671185,0.0001740297,0.0001162658,0.0002185866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017849,"about_ca_system_score_gemma":0.00001114083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734256,"about_ca_topic_score_gemma":0.001697184,"domain_scores_codex":[0.9990777,0.00007515508,0.0001151229,0.0001718441,0.0002881231,0.000272074],"domain_scores_gemma":[0.9993981,0.00004747601,0.00004338078,0.0003094469,0.00001183417,0.0001898171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004466858,0.0001000585,0.9436854,0.000005515033,0.000005083821,0.000002705922,0.002030082,0.0003905402,0.0003622037,0.00001402919,0.05323889,0.0001208648],"study_design_scores_gemma":[0.000743541,0.0001114218,0.9951455,0.000007914927,0.00001234801,0.000001425735,0.0003847772,0.0002397497,0.0000742812,0.0003908389,0.002815017,0.00007316576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946222,0.00003793426,0.000003351226,0.00444859,0.0001232392,0.0004405759,0.0001426742,0.00002408889,0.0001572943],"genre_scores_gemma":[0.9956735,0.00002892523,0.0001223162,0.00372723,0.0002835475,0.00003175707,0.00001430233,0.000005877481,0.0001124916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05146016,"threshold_uncertainty_score":0.5645103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194171027","doi":"10.1016/s0140-6736(21)01208-3","title":"Hot weather and heat extremes: health risks","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1878,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Climate change; Population; Extreme weather; Excess heat; Heat stress; Global warming; Socioeconomic status; Investment (military); Occupational safety and health","retraction":null,"screen_n_in":null,"score":{"opus":0.2025939449448136,"gpt":0.3738055269310508,"spread":0.1712115819862372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002821008,0.0000589966,0.0001487403,0.000004108678,0.0001492757,0.00002394026,0.00008800915,0.00001977099,0.002232518],"category_scores_gemma":[0.00001959213,0.00003777185,0.00001254289,0.00007738348,0.00005825177,0.00004242677,0.0001004516,0.00008677387,0.0002637123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004775492,"about_ca_system_score_gemma":0.00001012377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009298711,"about_ca_topic_score_gemma":0.0009476862,"domain_scores_codex":[0.9993341,0.00005991073,0.00008042933,0.0001297839,0.000102707,0.000293074],"domain_scores_gemma":[0.9995698,0.00003800666,0.00002047404,0.0002670603,0.000001996918,0.0001026611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008521234,0.0001026209,0.2964618,0.0001207751,0.00001193035,0.00003415763,0.01104847,0.00006281447,0.003932719,0.0003759268,0.6143273,0.07343625],"study_design_scores_gemma":[0.000678234,0.00007640024,0.755933,0.00006033354,0.000006020033,0.00005162787,0.0006578701,0.0002573253,0.0003528281,0.002066053,0.2397314,0.0001288244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988417,0.0025586,0.00002523143,0.07962044,0.0001011196,0.0001286383,0.00002553059,0.00003607749,0.0186626],"genre_scores_gemma":[0.9600625,0.00592973,0.0004244479,0.03206275,0.0004560356,0.000008445748,0.000008191601,0.00001279287,0.001035121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4594712,"threshold_uncertainty_score":0.9986796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599595176","doi":"10.1159/000398787","title":"The Effects of Climate Change on Cardiac Health","year":2015,"lang":"en","type":"review","venue":"Cardiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1699,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Climate change; Greenhouse gas; Work (physics); Cardiovascular health; Natural resource economics; Environmental science; Disease; Environmental health; Environmental planning; Medicine; Engineering; Ecology; Economics; Biology; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.1482385882918001,"gpt":0.407572336206127,"spread":0.259333747914327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001305766,0.0002969508,0.002169459,0.00004215477,0.0001714344,0.000007129827,0.0003265509,0.0002760649,0.00001475929],"category_scores_gemma":[0.0001613971,0.000173653,0.0004145281,0.0001801124,0.0002236306,0.00002650258,0.0002923664,0.0003171271,0.0008055072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000472654,"about_ca_system_score_gemma":0.00005952238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000086008,"about_ca_topic_score_gemma":0.00001386723,"domain_scores_codex":[0.9973739,0.0008564105,0.0004425826,0.0003496957,0.0002138963,0.0007635235],"domain_scores_gemma":[0.9978878,0.0007632171,0.000425653,0.0006393685,0.000008904297,0.000275077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003224517,0.000005291364,0.00008276299,0.005836688,0.00002480058,0.000007710606,0.0001038574,1.751256e-7,4.714589e-8,0.00005626007,0.02590127,0.9679779],"study_design_scores_gemma":[0.00007534642,0.0004744801,0.0002261146,0.002298123,0.0001067766,0.00001454873,0.00001562222,1.658651e-7,9.200416e-8,0.00003680272,0.9966174,0.000134496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001586727,0.9896277,3.093605e-7,0.000196109,0.002039659,0.001566348,0.0001266088,0.00002337549,0.006404011],"genre_scores_gemma":[0.00001129708,0.9983684,0.000004159247,0.0004502766,0.0006761673,0.0003466106,0.00006340958,0.00003650742,0.00004313959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9707162,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171801815","doi":"10.1038/s41558-021-01058-x","title":"The burden of heat-related mortality attributable to recent human-induced climate change","year":2021,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1283,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; University of Ottawa; Health Canada","funders":"National Institute of Environmental Health Sciences; Japan Science and Technology Agency; Fundação para a Ciência e a Tecnologia; Natural Environment Research Council; Medical Research Council; Strategic International Collaborative Research Program; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Bundesministerium für Bildung und Forschung; Grantová Agentura České Republiky; National Health and Medical Research Council; European Commission; Sight Research UK; Environmental Restoration and Conservation Agency","keywords":"Climate change; Human health; Geography; Environmental science; Global warming; Effects of global warming; Extreme heat; Public health; Natural resource economics; Climatology; Environmental health; Socioeconomics; Environmental protection; Ecology; Medicine; Biology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.1364853924503592,"gpt":0.3798646208793998,"spread":0.2433792284290406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001289719,0.0003956127,0.0005810392,0.00007310481,0.0009797335,0.00008496897,0.0005173551,0.000572999,0.00270969],"category_scores_gemma":[0.0002051974,0.0003097988,0.0001558485,0.00119086,0.0001186727,0.0003443912,0.0009907526,0.0008080931,0.0006303616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408936,"about_ca_system_score_gemma":0.00001646605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027191,"about_ca_topic_score_gemma":0.0023664,"domain_scores_codex":[0.9959987,0.0001935202,0.0007010336,0.0007305331,0.0007836894,0.001592487],"domain_scores_gemma":[0.9979597,0.0001467741,0.0002455183,0.0009987274,0.0001297338,0.0005194895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001038839,0.00284143,0.3084623,0.00324993,0.0004245404,0.001247616,0.0802757,0.0001781153,0.3940792,0.01043103,0.06412565,0.1336456],"study_design_scores_gemma":[0.003431486,0.001153802,0.7248184,0.001592999,0.0003493626,0.0001189507,0.005756843,0.0007450809,0.04621188,0.001397154,0.2122431,0.002180902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574074,0.003194863,3.71081e-7,0.02329434,0.001225868,0.001535989,0.0005686641,0.0001350026,0.01263753],"genre_scores_gemma":[0.9802861,0.01499106,0.00004600036,0.00295306,0.0009381434,0.0003211808,0.0002865537,0.00007468223,0.0001031825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4163561,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120411288","doi":"10.1146/annurev-publhealth-012420-105026","title":"Extreme Weather and Climate Change: Population Health and Health System Implications","year":2021,"lang":"en","type":"review","venue":"Annual Review of Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Public Health Ontario; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Environmental Health Sciences","keywords":"Extreme weather; Climate change; Vulnerability (computing); Harm; Greenhouse gas; Environmental science; Environmental resource management; Population; Environmental health; Natural resource economics; Medicine; Political science; Ecology; Computer science; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.3458257940322514,"gpt":0.4603989909156373,"spread":0.1145731968833859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007616772,0.0005237706,0.003643035,0.0001735131,0.0005054012,0.0000556665,0.0002600395,0.0001832591,0.000164905],"category_scores_gemma":[0.000172306,0.0004301452,0.0002144745,0.0009423083,0.0001028657,0.0004168887,0.0003960402,0.0003778872,0.0000484066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565197,"about_ca_system_score_gemma":0.0009295242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823825,"about_ca_topic_score_gemma":0.0006829786,"domain_scores_codex":[0.9934312,0.001546365,0.002331764,0.0008759074,0.0004775199,0.001337242],"domain_scores_gemma":[0.9944654,0.0001385808,0.002580736,0.0007649941,0.00005866682,0.001991668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.704279e-7,0.00003943711,0.0004150196,0.2691273,0.000007579002,4.549355e-7,0.0005110801,2.025231e-9,1.333095e-9,0.001070042,0.009111126,0.7197177],"study_design_scores_gemma":[0.00008921963,0.0002227115,0.002873021,0.1576611,0.00003075909,0.00012286,0.000311388,0.000001320563,6.08144e-10,0.000007020486,0.8384576,0.0002229585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002834676,0.938652,0.00001512734,0.05633011,0.0001160518,0.003695098,0.0008881796,0.00006346925,0.0002371178],"genre_scores_gemma":[0.00001477708,0.9764641,0.000353839,0.02117671,0.0001767213,0.0003839374,0.001333341,0.00007047424,0.00002613029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8293465,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181205698","doi":"10.1016/s2542-5196(21)00081-4","title":"Global, regional, and national burden of mortality associated with non-optimal ambient temperatures from 2000 to 2019: a three-stage modelling study","year":2021,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":915,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Public Health; Health Canada; University of Ottawa","funders":"National Institute of Environmental Health Sciences; National Health and Medical Research Council; Australian Research Council; Medical Research Council; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Ministry of Science and Technology, Taiwan; Shandong University; Grantová Agentura České Republiky; Haridus- ja Teadusministeerium; Environmental Restoration and Conservation Agency; Sight Research UK; Natural Environment Research Council; Science and Technology Commission of Shanghai Municipality; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Multivariate statistics; Demography; Statistics; Environmental science; Medicine; Geography; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.1009869856160753,"gpt":0.334043642444432,"spread":0.2330566568283567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006177481,0.0001386236,0.0003506684,0.00001362047,0.0001993069,0.00002538202,0.000158239,0.00003715123,0.0002577152],"category_scores_gemma":[0.00001835469,0.00009667833,0.00001575809,0.0002216243,0.00006231747,0.00007539566,0.00008971569,0.0001451619,0.00001627264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277357,"about_ca_system_score_gemma":0.0001689392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04728201,"about_ca_topic_score_gemma":0.03986106,"domain_scores_codex":[0.9983588,0.0001221995,0.0002566856,0.0003126464,0.0005732023,0.0003764901],"domain_scores_gemma":[0.9992461,0.0001086404,0.0001443677,0.0002598363,0.00002289153,0.0002181867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003133525,0.0002751347,0.620904,0.00004439453,0.00008751288,0.00004229087,0.005657548,0.3296829,0.0000533423,0.00001471038,0.04280942,0.0001154051],"study_design_scores_gemma":[0.0007917719,0.0003843675,0.9735994,0.0001107669,0.00001986192,0.000007034673,0.0007212734,0.02336478,0.000004569692,0.0001986769,0.0006634435,0.0001339984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894906,0.0005495783,0.00005535729,0.007542991,0.00003674448,0.0004900449,0.00160954,0.00001804724,0.0002070926],"genre_scores_gemma":[0.9938973,0.0003496277,0.0005142408,0.004437119,0.00013716,0.000008900414,0.0005922614,0.000007540928,0.00005580236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526955,"threshold_uncertainty_score":0.977659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769759576","doi":"10.1016/s2542-5196(17)30156-0","title":"Projections of temperature-related excess mortality under climate change scenarios","year":2017,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":900,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Health and Medical Research Council; Medical Research Council; Bundesministerium für Bildung und Forschung; Grantová Agentura České Republiky; Paul Mellon Centre for Studies in British Art, Yale University; National Health Research Institutes; National Research Foundation; Ministry of the Environment, Government of Japan; Yale University; National Research Foundation of Korea; U.S. Environmental Protection Agency","keywords":"Climate change; Representative Concentration Pathways; Temperate climate; Environmental science; Climatology; Greenhouse gas; Geography; Mean radiant temperature; Climate model; Population; Excess mortality; Atmospheric sciences; Demography; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.1766073881180467,"gpt":0.378498166782853,"spread":0.2018907786648062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014647,0.0001497175,0.0003738624,0.00002233746,0.001111071,0.00004194525,0.0004962345,0.00008347286,0.0007681922],"category_scores_gemma":[0.00002270435,0.000100027,0.0000368458,0.00008736824,0.0002414869,0.0002554522,0.0001662367,0.0003162105,0.0002319205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000892282,"about_ca_system_score_gemma":0.00002888609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02244059,"about_ca_topic_score_gemma":0.01393861,"domain_scores_codex":[0.9983743,0.0001284894,0.00032552,0.0002429083,0.0002631219,0.0006656267],"domain_scores_gemma":[0.9984118,0.00004837741,0.0004207829,0.0009270088,0.00000655036,0.0001854455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177868,0.0001588286,0.9722402,0.0005165484,0.00003181633,0.0000121527,0.003835684,0.0003309193,0.0002262485,0.0005788989,0.01731197,0.004638939],"study_design_scores_gemma":[0.0004236197,0.0001202127,0.9968236,0.0001079134,0.00001382161,0.00001643208,0.000123578,0.0004585469,0.00001957764,0.0007540308,0.001026732,0.0001119489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955347,0.0003762566,8.684e-7,0.03599456,0.0004143585,0.0008361415,0.000329117,0.00006041941,0.006641265],"genre_scores_gemma":[0.991344,0.003107237,0.00004706985,0.004948806,0.0003113394,0.00002484144,0.0001353121,0.00001252672,0.00006883975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03599702,"threshold_uncertainty_score":0.984069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170823246","doi":"10.1136/bmjopen-2020-046333","title":"Health effects of climate change: an overview of systematic reviews","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":868,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; Université Laval; University of Winnipeg","funders":"Canadian Institutes of Health Research","keywords":"Systematic review; Medicine; CINAHL; Climate change; MEDLINE; Data extraction; Meta-analysis; Environmental health; Psychological intervention; Ecology; Pathology; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.5184290721274137,"gpt":0.5296756033900639,"spread":0.01124653126265018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002337976,0.0001065563,0.000911097,0.00001713801,0.00005655669,0.00001938771,0.0003365527,0.00003512339,0.0006658037],"category_scores_gemma":[0.0003116934,0.00008259652,0.00006008564,0.0002610128,0.00002828181,0.0002844164,0.0005676557,0.00004647613,0.0002072959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000758409,"about_ca_system_score_gemma":0.0000321654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008375284,"about_ca_topic_score_gemma":0.001053308,"domain_scores_codex":[0.9979438,0.0006226301,0.0007046947,0.0002002879,0.0002404376,0.0002881251],"domain_scores_gemma":[0.9983948,0.0001110887,0.0006471559,0.0006452457,0.00001214599,0.0001894977],"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":[0.00004810687,0.0005668892,0.01407191,0.9297552,0.00001347658,0.0000357916,0.007962336,0.000002375377,0.001477668,0.0006993273,0.006398822,0.03896806],"study_design_scores_gemma":[0.004343544,0.003759812,0.4209163,0.5456184,0.0002872556,0.0002208429,0.001852973,0.0005401447,0.008152385,0.00149291,0.0114619,0.001353544],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4294049,0.2346319,0.00005988468,0.02378304,0.002393604,0.2576751,0.0003825491,0.0001282887,0.05154066],"genre_scores_gemma":[0.3589945,0.554667,0.0109221,0.05525932,0.000571119,0.01791139,0.0002827703,0.0002153165,0.001176451],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4068444,"threshold_uncertainty_score":0.7290084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774156456","doi":"10.1016/s2542-5196(17)30162-6","title":"The impact of surgery on global climate: a carbon footprinting study of operating theatres in three health systems","year":2017,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":774,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"University of Minnesota","keywords":"Carbon footprint; Greenhouse gas; Operating theatres; Environmental science; Unit (ring theory); Medicine; Operations management; Agricultural science; Medical emergency; Mathematics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.1529900360779667,"gpt":0.3890665409548286,"spread":0.236076504876862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004600816,0.0001827591,0.000749709,0.00002566624,0.000840347,0.000055427,0.0005852479,0.00003897795,0.000008882365],"category_scores_gemma":[0.0001106062,0.00009654042,0.00005130596,0.0001165728,0.0001242385,0.00006823261,0.0001948832,0.0002521278,0.000004242956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362107,"about_ca_system_score_gemma":0.0001353936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3476359,"about_ca_topic_score_gemma":0.0780987,"domain_scores_codex":[0.9972531,0.0004709665,0.0007547103,0.0002451386,0.0003803444,0.000895709],"domain_scores_gemma":[0.9973533,0.0005455173,0.0009500438,0.0009895765,0.000006814506,0.000154814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001692351,0.0001318388,0.9870807,0.0001794434,0.00001212773,0.000003752187,0.001368973,0.005020026,0.000004791773,0.00002913166,0.0004679534,0.005532039],"study_design_scores_gemma":[0.0004566319,0.0008393535,0.9938421,0.0003720672,0.000002856078,0.000008971742,0.00120773,0.003111905,0.00000101376,0.00007052039,0.00001029101,0.00007658279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924939,0.0009103286,2.32607e-7,0.003738242,0.0001952743,0.001042021,0.00007022761,0.00001610832,0.001533648],"genre_scores_gemma":[0.9982942,0.001298906,0.000007353618,0.0002063031,0.0001602894,0.00001399126,0.000007401067,0.00001017337,0.00000136565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2695372,"threshold_uncertainty_score":0.9387236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120981194","doi":"10.1503/cmaj.081050","title":"Heat stress in older individuals and patients with common chronic diseases","year":2009,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":732,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Calgary; University of Ottawa","funders":"Fondation pour la Recherche Médicale; Health Canada; University of Ottawa","keywords":"Heat wave; Heat stress; Population; Medicine; Chronic disease; Stress (linguistics); Gerontology; Environmental health; Climate change; Intensive care medicine; Biology; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01920648256610056,"gpt":0.2971462438017141,"spread":0.2779397612356135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005068225,0.0002032344,0.0006541053,0.0001506667,0.0001808258,0.00008946874,0.0001940342,0.0004065549,0.004606055],"category_scores_gemma":[0.000201993,0.0001503076,0.00005698504,0.0002465839,0.00003749991,0.0001419421,0.00003077556,0.0008938722,0.00007917515],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004385434,"about_ca_system_score_gemma":0.00100249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818508,"about_ca_topic_score_gemma":0.1676882,"domain_scores_codex":[0.9974533,0.0002197225,0.000463353,0.0001921679,0.001053527,0.0006178829],"domain_scores_gemma":[0.9973742,0.0001400857,0.0001867081,0.0000862309,0.0000155581,0.002197243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[4.690652e-7,0.00003547345,0.2501303,0.000236,0.00001086626,0.00006486551,0.0000684012,7.307941e-7,3.555476e-10,4.446485e-7,0.01564567,0.7338068],"study_design_scores_gemma":[0.0005133419,0.00007857681,0.2524047,0.00566641,0.00007113194,0.00002428501,0.00001345575,0.000003777433,3.225676e-9,0.00001051891,0.7410473,0.0001665031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008486525,0.9875776,2.838981e-7,0.002336013,0.000216596,0.0005197849,0.0004286201,0.000007300787,0.0004273099],"genre_scores_gemma":[0.0006079383,0.9968535,0.000003657066,0.001909086,0.0004062808,0.00001038317,0.0001590868,0.00001797864,0.00003210187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7336403,"threshold_uncertainty_score":0.9994366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805155961","doi":"10.1186/s13033-018-0210-6","title":"Climate change and mental health: risks, impacts and priority actions","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":717,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Mental health; Climate change; Psychological intervention; Environmental resource management; Environmental planning; Psychology; Geography; Environmental science; Psychiatry; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.1717848349954249,"gpt":0.4371155534411152,"spread":0.2653307184456903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341449,0.0001596202,0.0003150207,0.0001303934,0.0004628274,0.0000973507,0.000177776,0.00005553427,0.0001463666],"category_scores_gemma":[0.00002159622,0.0001363441,0.00004155415,0.00009158174,0.0001639613,0.0006028436,0.0001908128,0.0001963918,0.0000507959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064173,"about_ca_system_score_gemma":0.00005658862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003750559,"about_ca_topic_score_gemma":0.0009307055,"domain_scores_codex":[0.99777,0.000141945,0.000750751,0.0001972892,0.0006663598,0.0004737319],"domain_scores_gemma":[0.9981954,0.00003991003,0.0008799621,0.00009337406,0.00005104491,0.0007403819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230028,0.0007891284,0.6125365,0.0009117927,0.0001418555,0.00004430379,0.04855423,0.000003055748,0.001551489,0.0005249377,0.09258068,0.2411319],"study_design_scores_gemma":[0.004277532,0.003973933,0.8375658,0.00322392,0.00001219087,0.004786676,0.006290379,0.001022949,0.0000993581,0.0001108499,0.1382314,0.000405077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471995,0.004976889,0.00001557323,0.04185307,0.004462033,0.0006916348,0.0003593932,0.00001876813,0.0004231787],"genre_scores_gemma":[0.9741883,0.02101505,0.0001904632,0.003304644,0.001235734,0.000006964973,0.00001862191,0.00001582843,0.00002443141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2407269,"threshold_uncertainty_score":0.5669749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194357325","doi":"10.1016/s0140-6736(21)01209-5","title":"Reducing the health effects of hot weather and heat extremes: from personal cooling strategies to green cities","year":2021,"lang":"en","type":"review","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":693,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"NSW Department of Planning,Industry and Environment; University of Sydney; Natural Environment Research Council; Sight Research UK","keywords":"Psychological intervention; Poverty; Extreme weather; Climate change; Urban heat island; Environmental planning; Business; Environmental resource management; Environmental health; Medicine; Economic growth; Geography; Environmental science; Economics; Meteorology","retraction":null,"screen_n_in":null,"score":{"opus":0.148854250997918,"gpt":0.3721296142393175,"spread":0.2232753632413994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005098928,0.0002230511,0.001183243,0.00001938531,0.0002146188,0.00006887931,0.0003184772,0.00006951197,0.0003261475],"category_scores_gemma":[0.0000389029,0.000114543,0.00008838706,0.0001589035,0.0001405866,0.00005801528,0.0002330204,0.0002650765,0.00002831389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118634,"about_ca_system_score_gemma":0.00008381552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007952054,"about_ca_topic_score_gemma":0.0008404808,"domain_scores_codex":[0.9985365,0.0002941073,0.0002750374,0.0002660352,0.0002288702,0.0003994611],"domain_scores_gemma":[0.9987594,0.0005859202,0.000142601,0.0003982791,0.000004660145,0.0001091187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003498138,0.00002614309,0.0001141075,0.01529098,0.00008816201,0.00001205442,0.04044897,0.000009430868,0.00002556679,0.00006163452,0.02723168,0.9166563],"study_design_scores_gemma":[0.0003169113,0.0002268262,0.001736009,0.03578276,0.0002388841,0.00003532372,0.005008417,0.00003693823,0.000006521977,0.0002619392,0.955979,0.0003704249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005465427,0.9908103,0.000008601359,0.002340452,0.0001337712,0.0006113408,0.0001419007,0.00001579333,0.0004724175],"genre_scores_gemma":[0.0006198102,0.9969406,0.00008081597,0.001443836,0.0006796686,0.00004121086,0.00002946883,0.00002443392,0.0001402165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9287474,"threshold_uncertainty_score":0.9986541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403899685","doi":"10.1016/s0140-6736(24)01822-1","title":"The 2024 report of the Lancet Countdown on health and climate change: facing record-breaking threats from delayed action","year":2024,"lang":"en","type":"review","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":693,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; National Institutes of Health; European Centre for Medium-Range Weather Forecasts; International Energy Agency; University of Leeds; Ympäristöministeriö; Northeastern University; HORIZON EUROPE Framework Programme; Nuclear Safety and Security Commission; National Research Foundation; National Aeronautics and Space Administration; World Health Organization; Wellcome Trust; University College London; European Commission; University of Alberta; Ministerio de Ciencia e Innovación; George Mason University; Generalitat de Catalunya; National Science Foundation; UK Research and Innovation; Massachusetts General Hospital; National Institute for Health and Care Research; Tsinghua University; Schmidt Family Foundation; Ministry of Education, India; Alexander von Humboldt-Stiftung","keywords":"Countdown; Action (physics); Climate change; Medicine; Geography; History; Engineering; Geology; Oceanography","retraction":null,"screen_n_in":null,"score":{"opus":0.3118898307095411,"gpt":0.4403947883862714,"spread":0.1285049576767303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748498,0.0003261042,0.001254087,0.00002559788,0.0005798391,0.0001187786,0.0005523277,0.0001429212,0.0001066739],"category_scores_gemma":[0.00007804304,0.0001376291,0.0001527356,0.0002986419,0.0001561037,0.0000812092,0.000452009,0.0007630232,0.0001632575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657345,"about_ca_system_score_gemma":0.00005634096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229771,"about_ca_topic_score_gemma":0.003791758,"domain_scores_codex":[0.9976016,0.0002835135,0.0006050208,0.000438323,0.0004040622,0.0006675003],"domain_scores_gemma":[0.9975479,0.0003898227,0.0008088354,0.001138635,0.000006935933,0.0001079136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004368401,0.00001014925,0.0004091787,0.003123937,0.00004497307,0.00001238208,0.000909149,6.484194e-7,0.000001041795,0.00005383166,0.06859602,0.926795],"study_design_scores_gemma":[0.0001261825,0.0000704647,0.0006817553,0.01036131,0.0002013337,0.0000908506,0.0001371195,0.00002967333,7.3244e-7,0.0006499611,0.987496,0.0001546112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009628325,0.9776528,9.455524e-7,0.01367543,0.001708216,0.001291076,0.0008131576,0.00005795426,0.003837573],"genre_scores_gemma":[0.0002004472,0.9953832,0.00002084728,0.001923516,0.00199259,0.0001157727,0.00007029883,0.00004318987,0.0002501314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9266404,"threshold_uncertainty_score":0.5612351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2920989721","doi":"10.1016/s1474-4422(19)30030-4","title":"The global burden of stroke: persistent and disabling","year":2019,"lang":"en","type":"letter","venue":"The Lancet Neurology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":625,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Stroke (engine); Medicine; Physical medicine and rehabilitation; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.06168080760213378,"gpt":0.2966138084721129,"spread":0.2349330008699791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685529,0.0001349357,0.0002919267,0.000006579916,0.0001431055,0.00002064629,0.0004779637,0.0002096432,0.0001562835],"category_scores_gemma":[0.00004726178,0.00007116375,0.00005983631,0.00005118866,0.0004136619,0.00002255342,0.0003694313,0.0006968624,0.000143513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003272953,"about_ca_system_score_gemma":0.00000747689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817833,"about_ca_topic_score_gemma":0.0001032108,"domain_scores_codex":[0.9987642,0.000162764,0.0001591187,0.0002236844,0.0001929797,0.0004972861],"domain_scores_gemma":[0.9989231,0.0004144474,0.0001534361,0.0004767017,0.000003945367,0.0000283981],"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":[0.00007270474,0.000002812625,0.01203017,0.00004787244,0.00001331067,0.00001554359,0.0002436219,0.00007388404,0.00002757482,0.00001601731,0.9862127,0.001243838],"study_design_scores_gemma":[0.0002193046,0.0002321504,0.008178188,0.000008455861,0.00003426616,0.00006332845,0.00002865984,0.0002475046,0.000001411807,0.0003677228,0.9905415,0.00007749537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1363928,0.0004688053,4.87729e-7,0.8569496,0.0004034036,0.000216935,0.00009580048,0.00001069409,0.00546143],"genre_scores_gemma":[0.05773208,0.002218944,0.00000607035,0.9359983,0.00303099,0.00001118715,0.00001883619,0.00001909362,0.0009644582],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07904874,"threshold_uncertainty_score":0.3027559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022981541","doi":"10.1097/ede.0000000000000165","title":"Global Variation in the Effects of Ambient Temperature on Mortality","year":2014,"lang":"en","type":"article","venue":"Epidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":610,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"Medical Research Council; National Health and Medical Research Council; National Natural Science Foundation of China; University of Queensland; Queensland University of Technology","keywords":"Distributed lag; Percentile; Poisson regression; Demography; Geography; Mortality rate; Poisson distribution; Environmental science; Population; Statistics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.05428526607473432,"gpt":0.363752044911423,"spread":0.3094667788366887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00206991,0.0000620108,0.0001777883,0.000009163064,0.00003288451,0.000001232105,0.0001163499,0.00008874352,0.00008597685],"category_scores_gemma":[0.002597779,0.00003786246,0.00002536052,0.0001200383,0.00006052047,0.00002415475,0.00003062903,0.00008773019,0.0000618304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007887018,"about_ca_system_score_gemma":0.000002666675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007858726,"about_ca_topic_score_gemma":0.0004454182,"domain_scores_codex":[0.9985279,0.0008227901,0.0002077384,0.0001501428,0.00007509016,0.0002162674],"domain_scores_gemma":[0.9982572,0.001395538,0.00009485581,0.0002085808,0.00000200863,0.0000418716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000178862,0.00009813886,0.9764747,0.00004410716,0.000002139553,0.000001947845,0.0005988547,0.0004468863,0.001588713,0.005004601,0.01423741,0.001484626],"study_design_scores_gemma":[0.0001533927,0.0002242224,0.9842991,0.00001472223,0.00000340873,0.000001754573,0.000006866891,0.0002143368,0.0000378562,0.01453102,0.0004802252,0.00003309349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935115,0.00002487325,0.00003895803,0.003343998,0.0002015755,0.0001794711,0.000003597427,0.000005914827,0.002690113],"genre_scores_gemma":[0.9887049,0.00003292719,0.00005457862,0.01111493,0.00006451914,0.00001314014,0.000005211825,0.00000175477,0.000008052352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375719,"threshold_uncertainty_score":0.3109972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091895973","doi":"10.1073/pnas.0812355106","title":"Assessing dangerous climate change through an update of the Intergovernmental Panel on Climate Change (IPCC) “reasons for concern”","year":2009,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":594,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; United Nations Framework Convention on Climate Change; Greenhouse gas; Vulnerability (computing); Global warming; Environmental resource management; Environmental science; Political science; Climatology; Natural resource economics; Kyoto Protocol; Economics; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.2902053796716857,"gpt":0.4100416600213597,"spread":0.119836280349674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321,0.0001590327,0.0002243439,0.00004343777,0.0004739425,0.00004474904,0.0009937462,0.00009365669,0.0000471625],"category_scores_gemma":[0.0001636615,0.00009600006,0.0001044622,0.0004824642,0.0009038227,0.002021235,0.0002988956,0.0001539424,0.000003325331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686891,"about_ca_system_score_gemma":0.00000821067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003438609,"about_ca_topic_score_gemma":0.000002108125,"domain_scores_codex":[0.9975672,0.00001478037,0.0003868877,0.0003300909,0.001275058,0.0004259385],"domain_scores_gemma":[0.998935,0.00009783448,0.0008239239,0.00002775646,0.00004665134,0.00006886587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005925873,0.001638177,0.1910761,0.0009047848,0.00003570836,1.150385e-7,0.02670023,0.00008558704,0.5597455,0.1514336,0.004172422,0.06361515],"study_design_scores_gemma":[0.00076648,0.0007551998,0.8394868,0.001045792,0.00004934348,0.00001598263,0.003482019,0.001401212,0.1286423,0.02324393,0.00079797,0.0003129635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801609,0.00007154148,5.788036e-7,0.01275989,0.00006746592,0.0007124697,0.0002246433,0.00001403591,0.005988503],"genre_scores_gemma":[0.9936101,0.0003721549,0.000762674,0.005023954,0.0001750125,0.00004081714,8.947473e-7,0.000007718451,0.000006708539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6484107,"threshold_uncertainty_score":0.3914769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751760100","doi":"10.1289/ehp1026","title":"Heat Wave and Mortality: A Multicountry, Multicommunity Study","year":2017,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":585,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Health Canada","funders":"National Health and Medical Research Council; Medical Research Council; National Research Foundation of Korea; Australian Research Council; National Research Foundation","keywords":"Heat wave; Distributed lag; Percentile; Context (archaeology); Demography; Environmental science; Medicine; Geography; Climate change; Mathematics; Geology; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.09974109753830421,"gpt":0.3833170678565462,"spread":0.283575970318242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006174723,0.0002617586,0.0003370871,0.0000323921,0.002530898,0.0001165218,0.0002811961,0.00006461192,0.001655902],"category_scores_gemma":[0.00005825891,0.0002468969,0.00004356761,0.00002631127,0.0007650308,0.0004606801,0.0008201461,0.0003271567,0.0002063855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008368823,"about_ca_system_score_gemma":0.00001211088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588929,"about_ca_topic_score_gemma":0.004508636,"domain_scores_codex":[0.9979488,0.0001985791,0.000295663,0.0005397441,0.0003920891,0.0006251357],"domain_scores_gemma":[0.9982982,0.00006509675,0.0001169647,0.0009946526,0.000001730295,0.0005233095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004271611,0.002050181,0.9295735,0.00003511506,0.0000198094,0.00002622169,0.0602329,0.000004376013,0.000368187,0.000009749989,0.0003203872,0.007316895],"study_design_scores_gemma":[0.00114841,0.0006462961,0.9540126,0.00002215482,0.00001458239,0.00001473328,0.04271613,0.0005884652,0.0000257305,0.00008591053,0.0005048295,0.0002201816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939052,0.0005594012,0.000005865896,0.002361658,0.0001263222,0.001123791,0.00006089009,0.00004201605,0.001814879],"genre_scores_gemma":[0.9971611,0.001691391,0.0002283923,0.0006091113,0.00008718667,0.00005042005,0.000007780392,0.00002927888,0.0001353751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02443912,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018146898","doi":"10.1136/jech.2009.087999","title":"Heat-related mortality: a review and exploration of heterogeneity","year":2009,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":564,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control; Wellcome Trust","keywords":"Medicine; Climate change; Urban heat island; Population; Demography; Gross domestic product; Environmental health; Geography; Meteorology; Economic growth; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.5241685491742045,"gpt":0.5298100317351314,"spread":0.005641482560926891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02285109,0.0003506929,0.005257176,0.0001438394,0.0002863473,0.000003764655,0.0004986098,0.0003718398,0.000172452],"category_scores_gemma":[0.003006123,0.000258315,0.0004455015,0.0003520148,0.0002957751,0.0002983291,0.0002352521,0.002226871,0.00001697657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212335,"about_ca_system_score_gemma":0.0002942765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506775,"about_ca_topic_score_gemma":0.00179148,"domain_scores_codex":[0.9840778,0.01110998,0.003900037,0.0002085941,0.0001861327,0.000517487],"domain_scores_gemma":[0.992761,0.002484178,0.003282898,0.0008389483,0.00004646672,0.0005865751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008363963,0.000281667,0.001728962,0.05353006,0.0001200136,0.000004176876,0.0003289726,0.000007998885,2.192128e-7,0.00003551321,0.01417525,0.9297788],"study_design_scores_gemma":[0.0003300736,0.002194745,0.006564606,0.08240893,0.001251891,0.0006170372,0.00005940677,0.000007849726,1.275229e-7,0.002544359,0.9037122,0.0003088407],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008379026,0.9932567,0.00004115003,0.004738492,0.0001375714,0.0007282992,0.00003640861,0.000008796745,0.0002146923],"genre_scores_gemma":[0.00006060696,0.992376,0.0004946917,0.006925733,0.00004630943,0.000006661577,0.00006499168,0.0000191911,0.000005809408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9294699,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3148602175","doi":"10.1016/s2542-5196(21)00053-x","title":"Views of health professionals on climate change and health: a multinational survey study","year":2021,"lang":"en","type":"review","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":533,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Medical Association; World Health Organization","keywords":"Climate change; Public relations; Harm; Multinational corporation; Health care; Call to action; Public health; Action (physics); Political science; Business; Nursing; Medicine; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.6444576197556986,"gpt":0.5093943342182672,"spread":0.1350632855374314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0134163,0.0005077356,0.003803508,0.0001062946,0.0006503722,0.00002276937,0.0004574617,0.000130215,0.0004612221],"category_scores_gemma":[0.00007733748,0.0003201042,0.0001053805,0.0004596264,0.00009600736,0.00008533538,0.0003635118,0.0007721151,0.0001450221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744512,"about_ca_system_score_gemma":0.000518857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234671,"about_ca_topic_score_gemma":0.01777497,"domain_scores_codex":[0.9905337,0.005075925,0.001693744,0.0007173127,0.0007501863,0.001229108],"domain_scores_gemma":[0.9957317,0.0009431955,0.002074218,0.0007682472,0.00001489774,0.0004678173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002585921,0.0005767366,0.01063041,0.01951262,0.00002874161,0.000005580534,0.002787387,0.000001359006,2.841348e-9,0.00002452439,0.054179,0.9122278],"study_design_scores_gemma":[0.0006876143,0.001564219,0.3159944,0.02149926,0.00002939836,0.00004530635,0.0002949649,0.00001734814,6.370855e-9,0.00001555439,0.6595113,0.0003406391],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003296335,0.96969,4.715178e-7,0.02058041,0.0003379943,0.005570534,0.003361638,0.00003368927,0.00009561089],"genre_scores_gemma":[0.0001655975,0.973638,0.00009260222,0.02127547,0.0003583996,0.0002121475,0.004180266,0.00004385405,0.00003367288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9118872,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129308948","doi":"10.1016/s0140-6736(09)61711-6","title":"Health effects of hot weather: from awareness of risk factors to effective health protection","year":2010,"lang":"en","type":"review","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":478,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Centre for Disease Control","funders":"Wellcome Trust","keywords":"Public health; Intervention (counseling); Environmental health; Climate change; Hot weather; Adaptation (eye); Global health; Business; Medicine; Environmental planning; Geography; Psychology; Meteorology; Nursing; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.09386344512917384,"gpt":0.3837168718323532,"spread":0.2898534267031794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041021,0.0003149954,0.002495667,0.00006069059,0.0001784347,0.00001011327,0.0004796267,0.0001839133,0.00009474283],"category_scores_gemma":[0.0002647715,0.000184575,0.0001820955,0.0003667911,0.00009610668,0.00004349056,0.0001713423,0.0006297475,0.00008722014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782048,"about_ca_system_score_gemma":0.0001122571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04120831,"about_ca_topic_score_gemma":0.003678819,"domain_scores_codex":[0.9974359,0.0008506969,0.0005366954,0.000358147,0.0003112944,0.0005072454],"domain_scores_gemma":[0.9969662,0.0007871389,0.001210058,0.0007900582,0.00000875441,0.000237834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003142723,0.00006231436,0.001084259,0.01128755,0.0000231736,2.709453e-7,0.0030249,0.000003887315,0.000009834767,0.000002591838,0.001401885,0.9830679],"study_design_scores_gemma":[0.0008101855,0.001664458,0.09149945,0.02807135,0.000226638,0.000004129976,0.00009092448,0.000007849371,0.0002290401,0.0003971579,0.8764873,0.0005115636],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03587675,0.9540054,0.0001598961,0.0006506407,0.000738413,0.006960969,0.00148683,0.00005146364,0.00006969211],"genre_scores_gemma":[0.003245977,0.9956748,0.0001046203,0.0002468329,0.0003804141,0.0002268623,0.0000702074,0.00004167034,0.000008648515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9825563,"threshold_uncertainty_score":0.9651763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014031700","doi":"10.1289/ehp.1409070","title":"Temporal Variation in Heat–Mortality Associations: A Multicountry Study","year":2015,"lang":"en","type":"review","venue":"Environmental Health Perspectives","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":472,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"National Institute of Environmental Health Sciences","keywords":"Distributed lag; Percentile; Demography; Regional variation; Geography; Multivariate statistics; Relative risk; Confidence interval; Medicine; Statistics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.1659452813374931,"gpt":0.4472886572360212,"spread":0.2813433758985281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022224,0.0005813934,0.001739223,0.0001826121,0.0003046217,0.00004651431,0.0003176804,0.0002972871,0.001384137],"category_scores_gemma":[0.00007881444,0.000548076,0.0001861,0.0004333158,0.0001519054,0.0003611487,0.0003181605,0.0007476168,0.001109985],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01502397,"about_ca_system_score_gemma":0.0002231357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183616,"about_ca_topic_score_gemma":0.004457804,"domain_scores_codex":[0.9949011,0.001070621,0.001208333,0.001040488,0.000907143,0.0008723587],"domain_scores_gemma":[0.9981999,0.0001393114,0.0005829617,0.0005698281,0.000003624833,0.0005043485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000051851,0.02189043,0.319048,0.005098089,0.0002535639,0.0001382623,0.1919455,0.00006277417,0.000001021268,0.00002770075,0.004786701,0.4566962],"study_design_scores_gemma":[0.001652181,0.001204519,0.6320485,0.001687697,0.0002266222,0.00001770787,0.01988015,0.00005175166,2.129489e-8,0.0001413094,0.3420187,0.001070827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01331552,0.98033,0.000003126632,0.0001796523,0.0002409342,0.004731789,0.0005598455,0.0000647777,0.0005743601],"genre_scores_gemma":[0.01127066,0.9872813,0.0001153656,0.0001729682,0.0002151686,0.0004205277,0.0003310622,0.00007890904,0.0001140884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4556254,"threshold_uncertainty_score":0.9996971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999471080","doi":"10.1007/s10113-014-0708-7","title":"Systematic review approaches for climate change adaptation research","year":2015,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":458,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; McGill University","funders":"Department for International Development; International Development Research Centre; McGill University","keywords":"Systematic review; Transparency (behavior); Adaptation (eye); Climate change; Management science; Context (archaeology); Engineering ethics; Data science; Political science; Computer science; Psychology; Ecology; MEDLINE; Engineering; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.6946027037962224,"gpt":0.4068423133905866,"spread":0.2877603904056358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002213418,0.0002327057,0.0004167899,0.00007286056,0.0002570222,0.00002484575,0.000280592,0.0001097545,0.0002579194],"category_scores_gemma":[0.00009285272,0.0002006313,0.0001114945,0.0002120874,0.0002198476,0.000497521,0.0002601537,0.0001671818,0.001644424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008063731,"about_ca_system_score_gemma":0.000007522725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001075118,"about_ca_topic_score_gemma":0.00004821788,"domain_scores_codex":[0.9970916,0.0002310924,0.0004054649,0.0004727794,0.001010368,0.0007886937],"domain_scores_gemma":[0.9987847,0.0001571944,0.0001845873,0.0003856017,0.000007971849,0.0004799962],"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":[0.001023755,0.003787345,0.01176282,0.677116,0.0001819734,0.0001195857,0.09530296,0.0000799956,0.0005113379,0.00422414,0.178012,0.02787808],"study_design_scores_gemma":[0.01924544,0.01297934,0.06106036,0.4305876,0.002816312,0.001547866,0.0995032,0.09597717,0.0005039147,0.02177581,0.2434507,0.01055232],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2137299,0.5096071,0.0006188084,0.1341193,0.002057281,0.1148072,0.002253331,0.0008847311,0.02192231],"genre_scores_gemma":[0.8111106,0.1243437,0.002052449,0.02686558,0.002333451,0.03014291,0.001743236,0.0002721167,0.001136054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5973807,"threshold_uncertainty_score":0.9991329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885527392","doi":"10.1371/journal.pmed.1002629","title":"Quantifying excess deaths related to heatwaves under climate change scenarios: A multicountry time series modelling study","year":2018,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":428,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Health and Medical Research Council; Medical Research Foundation; Medical Research Council; Ministerio de Educación, Cultura y Deporte; National Health Research Institutes; National Research Foundation; U.S. Environmental Protection Agency; National Research Foundation of Korea; National Institutes of Health; Yale University","keywords":"Greenhouse gas; Climate change; Population; Environmental science; Representative Concentration Pathways; Climatology; Climate model; Excess mortality; Geography; Demography; Environmental health; Medicine; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.1806383154754576,"gpt":0.364266544085501,"spread":0.1836282286100434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006413892,0.0002628895,0.0004151412,0.0001106974,0.0004393564,0.00002827364,0.000225453,0.00009348473,0.003406923],"category_scores_gemma":[0.00009196847,0.0002035101,0.00002427121,0.0004596749,0.0002368732,0.0003956649,0.0002473633,0.0001853546,0.002513595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840941,"about_ca_system_score_gemma":0.000006759728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009461059,"about_ca_topic_score_gemma":0.000720229,"domain_scores_codex":[0.997624,0.00008109233,0.0004493114,0.0004945671,0.0005746793,0.0007763181],"domain_scores_gemma":[0.9989247,0.00009804238,0.0001103322,0.0003963906,0.00003373907,0.0004368074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001710179,0.003921008,0.4663953,0.0008448032,0.0002530837,0.0003953018,0.4578915,0.00420059,0.04556935,0.0002636521,0.007498599,0.01105665],"study_design_scores_gemma":[0.01416761,0.02111927,0.3541703,0.008484447,0.00115652,0.0002160361,0.06834242,0.5188712,0.002818048,0.002550794,0.004286578,0.003816781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893913,0.0001769947,0.0001072113,0.006388045,0.0002732915,0.001207266,0.00001134216,0.0001638101,0.002280719],"genre_scores_gemma":[0.9950143,0.0002472824,0.0005330905,0.00339267,0.0004459674,0.00006970843,0.00001432116,0.00004901824,0.000233655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146706,"threshold_uncertainty_score":0.9982631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311154145","doi":"10.1161/circulationaha.122.061832","title":"Associations Between Extreme Temperatures and Cardiovascular Cause-Specific Mortality: Results From 27 Countries","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":398,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"National Institute of Environmental Health Sciences; National Center for Advancing Translational Sciences; Medical Research Council; Biocenter, University of Oulu; Universidade de Santiago de Compostela; National Taiwan University; Harvard T.H. Chan School of Public Health; Universidad de la República Uruguay; National Taiwan University Hospital; Hakim Sabzevari University; Kuwait University; Agencia Estatal de Investigación; Yale University; Seoul National University; Oulun Yliopisto; Universitat de València; National Health and Medical Research Council; Tartu Ülikool; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo; Monash University; University of Bern; European Commission; Sight Research UK; University of Nicosia; Medical Research Center Oulu; Environmental Restoration and Conservation Agency; University of Cyprus; National Health Research Institutes; Natural Environment Research Council; U.S. Environmental Protection Agency; Cyprus University of Technology; London School of Hygiene and Tropical Medicine","keywords":"Percentile; Medicine; Stroke (engine); Cause of death; Heart failure; Demography; Extreme Cold; Disease; Mortality rate; Internal medicine; Climatology; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.1356808621745794,"gpt":0.2945118420331141,"spread":0.1588309798585348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005416402,0.00008929108,0.0001711041,0.0000305525,0.0005618849,0.00005723612,0.00007041539,0.0000439209,0.0006344108],"category_scores_gemma":[0.00005048519,0.00009817215,0.00005305714,0.0001701087,0.00004366107,0.0001745863,0.0001033073,0.0001280247,0.0000509052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158344,"about_ca_system_score_gemma":0.00001033735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372701,"about_ca_topic_score_gemma":0.0001671586,"domain_scores_codex":[0.998664,0.0001101616,0.0002359655,0.0003021854,0.000494942,0.0001927616],"domain_scores_gemma":[0.9994297,0.0001052902,0.00009160191,0.0002770154,0.00000925933,0.00008713859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006136574,0.00001173153,0.9891402,0.000002411768,0.00004902367,0.000006028568,0.002017693,0.001689436,0.0003621919,0.00003576689,0.006013333,0.0006660937],"study_design_scores_gemma":[0.0003411706,0.000008633808,0.9738884,0.000003947064,0.00005593579,0.000001234094,0.0001667742,0.0001228035,0.00002292072,0.0007519108,0.02452596,0.000110289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957867,0.0009389064,0.00003879605,0.0005825129,0.0001833367,0.0002323602,0.001533312,0.00004501938,0.000659014],"genre_scores_gemma":[0.9981086,0.0001959395,0.00002783614,0.0001931491,0.0001854885,0.00001248228,0.001238426,0.00001149112,0.00002654873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01851262,"threshold_uncertainty_score":0.6946354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193849134","doi":"10.1016/s0140-6736(21)01700-1","title":"Estimating the cause-specific relative risks of non-optimal temperature on daily mortality: a two-part modelling approach applied to the Global Burden of Disease Study","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":391,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Bill and Melinda Gates Foundation","keywords":"Burden of disease; Disease; Medicine; Relative risk; Environmental health; Internal medicine; Confidence interval","retraction":null,"screen_n_in":null,"score":{"opus":0.1953526916026559,"gpt":0.3756854715047684,"spread":0.1803327799021125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008233981,0.0001515317,0.000311621,0.000007669545,0.0002911642,0.00004003874,0.0004721488,0.00003123604,0.00006777645],"category_scores_gemma":[0.00004103818,0.00007533836,0.00004884409,0.0003805002,0.0001265958,0.00005301335,0.0002735095,0.0002656585,0.00003389244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008809842,"about_ca_system_score_gemma":0.00002459606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003474257,"about_ca_topic_score_gemma":0.00008912371,"domain_scores_codex":[0.9984888,0.0001524737,0.000273466,0.0002897092,0.0004722267,0.0003233261],"domain_scores_gemma":[0.9986963,0.0001257352,0.0001531023,0.0009005448,0.00001763977,0.0001067024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002341527,0.0001627221,0.01133958,0.00002898584,0.00003945393,0.000005062563,0.01548401,0.9695523,0.0002218483,0.000298225,0.002311384,0.0003222358],"study_design_scores_gemma":[0.003796734,0.0005478894,0.3753763,0.0004025362,0.0005088632,0.000009659007,0.03315658,0.5803512,0.0004848788,0.003329358,0.001341366,0.0006946335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907275,0.00009506699,0.0008273225,0.002615911,0.00008034865,0.0009029594,0.0001707949,0.00001470581,0.004565352],"genre_scores_gemma":[0.9976415,0.00002562124,0.001161971,0.0005873937,0.0004552155,0.00006755372,0.00001505728,0.00001181939,0.00003384547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892012,"threshold_uncertainty_score":0.3072209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084374632","doi":"10.1016/j.envint.2020.105909","title":"Physiological factors characterizing heat-vulnerable older adults: A narrative review","year":2020,"lang":"en","type":"review","venue":"Environment International","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":384,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Ottawa Hospital; Institut National de Santé Publique du Québec; Université Laval; University of Ottawa","funders":"Health Canada","keywords":"Disease; Medicine; Population; Obesity; Gerontology; Diabetes mellitus; Kidney disease; Environmental health; Intensive care medicine; Internal medicine; Endocrinology","retraction":null,"screen_n_in":null,"score":{"opus":0.0889070831395767,"gpt":0.3540625988986553,"spread":0.2651555157590786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002214129,0.0005643067,0.001241815,0.00004203038,0.000193077,0.00003703374,0.0006063727,0.0002090197,0.05277541],"category_scores_gemma":[0.00009745134,0.0004158528,0.0004168762,0.0001157765,0.0001099984,0.0002336454,0.0005470476,0.0007212291,0.004933746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009326787,"about_ca_system_score_gemma":0.000019541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002706222,"about_ca_topic_score_gemma":0.00000120236,"domain_scores_codex":[0.9971468,0.0002294091,0.000737653,0.0008085267,0.0006307091,0.0004469309],"domain_scores_gemma":[0.9988916,0.0001205106,0.0003663042,0.0003025259,0.00000344142,0.000315647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002213858,0.0005807802,0.0002069936,0.0136054,0.0002277475,0.00009758295,0.003245122,0.000005822062,0.00002411797,0.00001530541,0.1257415,0.8562275],"study_design_scores_gemma":[0.0001409087,0.00007240572,0.0003686215,0.02006275,0.0001026188,0.00001525913,0.00008218305,0.00001947705,0.000001595423,0.000006138688,0.9787348,0.0003932728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000176505,0.9944763,0.00001025478,0.001547229,0.0004292864,0.001274859,0.0003436402,0.00005339988,0.001688581],"genre_scores_gemma":[0.00003541198,0.9939502,0.00008605242,0.002718198,0.000374059,0.0002871447,0.00199926,0.00004782765,0.0005018251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8558342,"threshold_uncertainty_score":0.9998294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2258354078","doi":"10.1097/ede.0000000000000375","title":"Review Article","year":2015,"lang":"en","type":"review","venue":"Epidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":379,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Confidence interval; Effect modification; Demography; Medicine; Socioeconomic status; Relative risk; Random effects model; Vulnerability (computing); Meta-analysis; Heat wave; Environmental health; Population; Internal medicine; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.5360497993676285,"gpt":0.5271024792480588,"spread":0.00894732011956978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003934579,0.0002315829,0.002255301,0.00002051639,0.0000418445,0.000001512949,0.0002651153,0.000257259,0.006711322],"category_scores_gemma":[0.00261371,0.0001575569,0.0002138173,0.0002063891,0.0001138897,0.00004236945,0.000239177,0.0003148978,0.0271125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888738,"about_ca_system_score_gemma":0.0000376928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008220526,"about_ca_topic_score_gemma":0.00002310767,"domain_scores_codex":[0.9972405,0.000958781,0.000794017,0.000366629,0.0000690056,0.0005710973],"domain_scores_gemma":[0.9979059,0.000848363,0.0003998117,0.0004584299,0.000004840646,0.0003826414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.63516e-7,0.000005172089,0.00002164016,0.007061714,0.00000206668,0.000002029904,0.000003520849,7.645573e-8,2.535538e-9,0.00001426268,0.4549311,0.5379583],"study_design_scores_gemma":[0.0000263898,0.00003319747,0.00001102601,0.01598652,0.0001403698,0.00006137219,6.132923e-7,0.000001718704,2.577861e-9,0.000983461,0.9826104,0.0001448924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.932814e-7,0.9875085,0.00000463806,0.00179181,0.0002203582,0.0005604883,0.00001578093,0.00003693852,0.009861265],"genre_scores_gemma":[1.211541e-8,0.9816306,0.0002177403,0.01729414,0.0002153609,0.00009253874,0.00006350561,0.00002238339,0.0004637103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5378134,"threshold_uncertainty_score":0.9941967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129366383","doi":"10.1080/0142159x.2020.1860207","title":"AMEE Consensus Statement: Planetary health and education for sustainable healthcare","year":2021,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":368,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Northern British Columbia; University of Calgary; University of Lethbridge","funders":"National Institute for Health and Care Research","keywords":"Health care; Public relations; Education for sustainable development; Accreditation; Sustainability; Political science; Global health; Competence (human resources); Workforce; Sustainable development; Business; Medicine; Medical education; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.05335292327666231,"gpt":0.3645403918183667,"spread":0.3111874685417044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006435586,0.00008298372,0.0001492065,0.00001597082,0.0001790822,0.00001780588,0.00005362376,0.00007336534,0.004355539],"category_scores_gemma":[0.0004063001,0.00007455276,0.00001640837,0.00008342881,0.00008527059,0.00004385184,0.00007696415,0.0001441793,0.00004205998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354696,"about_ca_system_score_gemma":0.0004970346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541186,"about_ca_topic_score_gemma":0.0006450861,"domain_scores_codex":[0.9986869,0.0001022525,0.0002287888,0.0002342304,0.000278548,0.0004693176],"domain_scores_gemma":[0.9989281,0.00005118549,0.00006084085,0.000128197,0.00001617034,0.0008154509],"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":[0.00004528354,0.0002880146,0.08784176,0.0008060569,0.000006888547,0.00004773222,0.003578347,0.000001014333,0.00000542796,0.0006217162,0.7664725,0.1402852],"study_design_scores_gemma":[0.001236227,0.00045476,0.01737614,0.0001786142,0.00000965678,0.00009734798,0.01922986,0.001031539,0.00001594495,0.007469446,0.952653,0.0002474879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.764158,0.006025268,0.00005916873,0.2211431,0.0002203955,0.0007808098,0.00001687825,0.00005177793,0.007544707],"genre_scores_gemma":[0.8368956,0.003974963,0.002188019,0.1050803,0.0008433763,0.000262084,0.001158052,0.00006803516,0.04952965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1861805,"threshold_uncertainty_score":0.9965546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042864361","doi":"10.1016/s2542-5196(20)30144-3","title":"Ecological grief and anxiety: the start of a healthy response to climate change?","year":2020,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":356,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Canada; University of Calgary; University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Climate change; Extreme weather; Global warming; Countdown; Geography; Environmental resource management; Political science; Ecology; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.1374757923834754,"gpt":0.3282805587475649,"spread":0.1908047663640895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001946011,0.0001356316,0.0003617722,0.00001350846,0.0003273156,0.00001368277,0.0002978184,0.000046007,0.0004618265],"category_scores_gemma":[0.00008673758,0.00007355626,0.00002135475,0.0002200224,0.000133762,0.000064486,0.0002406877,0.0002543564,0.0002140795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005870039,"about_ca_system_score_gemma":0.00003013859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105202,"about_ca_topic_score_gemma":0.001355693,"domain_scores_codex":[0.9980196,0.000467408,0.0002952174,0.0002630915,0.0002445475,0.0007101003],"domain_scores_gemma":[0.9987051,0.0003456281,0.000138441,0.0003054682,0.000003801845,0.0005015791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0205445,0.0002123833,0.4834786,0.0009939952,0.00002126826,0.00003686038,0.05649404,0.0003062736,0.0006504686,0.0003330345,0.3713855,0.06554305],"study_design_scores_gemma":[0.0004634432,0.001912435,0.8641099,0.00003142812,0.000005664789,0.00002380415,0.0004149912,0.0004600974,0.000005736909,0.0001330994,0.1323405,0.00009892734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.57529,0.0005339622,0.000001702072,0.423022,0.0000482693,0.0006362275,0.0002202739,0.00002809467,0.0002194799],"genre_scores_gemma":[0.7683898,0.006978063,0.0001992669,0.2240375,0.0003304739,0.00002736189,0.00002351469,0.00000924005,0.000004860784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3806313,"threshold_uncertainty_score":0.5056676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889221517","doi":"10.1016/j.scitotenv.2018.08.332","title":"Heatwave and mortality in 31 major Chinese cities: Definition, vulnerability and implications","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":342,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Centers for Disease Control and Prevention; Chinese Center for Disease Control and Prevention; Natural Science Foundation of Guangdong Province","keywords":"Percentile; Distributed lag; Poisson regression; Demography; Random effects model; Effect modification; Medicine; Lag; Confidence interval; Meta-analysis; Geography; Statistics; Environmental health; Mathematics; Population","retraction":null,"screen_n_in":null,"score":{"opus":0.0471359459193065,"gpt":0.3040210778945232,"spread":0.2568851319752167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001047769,0.00009400825,0.0001035934,0.00001982699,0.0004898748,0.00002049922,0.0002592465,0.0000233816,0.0002683862],"category_scores_gemma":[0.00007994231,0.00005172064,0.00001901857,0.000240674,0.004447508,0.000175211,0.0005995579,0.00008460386,0.00002565365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027525,"about_ca_system_score_gemma":0.00001449617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000774583,"about_ca_topic_score_gemma":0.00009904312,"domain_scores_codex":[0.9989547,0.00004803521,0.0001944075,0.000263885,0.000275663,0.0002633579],"domain_scores_gemma":[0.9992667,0.00006370893,0.0000783185,0.0004837765,0.000003300099,0.0001042265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005641002,0.0004137359,0.8131532,0.00005935651,0.000009922635,6.359763e-7,0.01576477,0.0007193998,0.1625843,0.002353831,0.0005030354,0.004381394],"study_design_scores_gemma":[0.0001244347,0.00005774246,0.9819794,0.000009100355,0.000006231307,0.00000947391,0.0001930358,0.0003646255,0.001202313,0.01597747,0.00001437414,0.00006184341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931375,0.00004384119,0.000004973682,0.003695417,0.00004680147,0.0003214517,0.00002188745,0.00000482513,0.002723235],"genre_scores_gemma":[0.9995316,0.00008205668,0.0001200532,0.000158052,0.00002132999,0.00002020624,5.624729e-7,0.000003486397,0.00006268339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688261,"threshold_uncertainty_score":0.9982618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886121884","doi":"10.1371/journal.pmed.1002623","title":"Life cycle environmental emissions and health damages from the Canadian healthcare system: An economic-environmental-epidemiological analysis","year":2018,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":339,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Greenhouse gas; Environmental health; Damages; Pollutant; Health care; Public health; Air pollution; Natural resource economics; Life-cycle assessment; Environmental science; Criteria air contaminants; Environmental pollution; Business; Environmental protection; Medicine; Production (economics); Economic growth; Air pollutants; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.1101733997442779,"gpt":0.3366301048619884,"spread":0.2264567051177104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009671883,0.0002361951,0.0005391412,0.00006927061,0.001153821,0.00002129169,0.0002919554,0.0001258602,0.009702664],"category_scores_gemma":[0.0000841902,0.0001479818,0.00004690802,0.0001102485,0.0008401665,0.000136017,0.0001543442,0.0002382293,0.0005244239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142906,"about_ca_system_score_gemma":0.00007102687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4418302,"about_ca_topic_score_gemma":0.5254074,"domain_scores_codex":[0.9976643,0.0003307916,0.0004953944,0.0005680907,0.0002717799,0.0006696704],"domain_scores_gemma":[0.9962858,0.0002006154,0.0002044132,0.000546605,0.00000141145,0.002761161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001526805,0.00005230246,0.9766306,0.00001393804,0.00007375024,0.000006922316,0.003604182,0.00002284671,0.0001322434,0.00003136011,0.01617195,0.003244686],"study_design_scores_gemma":[0.0003348844,0.0004713031,0.9835806,0.00005917383,0.0001510002,0.00000487432,0.004374974,0.006543072,0.000008967098,0.0001011606,0.004208715,0.0001612065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890663,0.001265259,0.000007931989,0.1062063,0.0001175351,0.0004164773,0.0004604633,0.00004015642,0.0008228674],"genre_scores_gemma":[0.9730467,0.0008229165,0.0001062888,0.02484456,0.0006828288,0.00002062535,0.0004173052,0.00001846127,0.00004027641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08357715,"threshold_uncertainty_score":0.9912026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2417537877","doi":"10.1289/ehp149","title":"Temperature Variability and Mortality: A Multi-Country Study","year":2016,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":330,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"National Institute of Environmental Health Sciences; National Health and Medical Research Council; Medical Research Council; National Research Foundation of Korea; Australian Research Council; University of Queensland; National Research Foundation","keywords":"Poisson regression; Demography; Confounding; Geography; Public health; China; Environmental health; Poisson distribution; Medicine; Statistics; Population; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.03446644451134585,"gpt":0.3366283221832252,"spread":0.3021618776718794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008216833,0.000244614,0.0002857648,0.00003153693,0.0004135317,0.00002329395,0.0001299583,0.00008150387,0.002650669],"category_scores_gemma":[0.0000519829,0.0001693382,0.00003386319,0.00009931296,0.0004214211,0.0003185111,0.0002546922,0.0001751683,0.0002348926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162003,"about_ca_system_score_gemma":0.00001804818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007354172,"about_ca_topic_score_gemma":0.0005849279,"domain_scores_codex":[0.9977406,0.0002777254,0.0003055092,0.0007387549,0.0003588861,0.0005785284],"domain_scores_gemma":[0.9989174,0.0001028114,0.0001122907,0.0004039659,0.000001627003,0.0004619062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003498429,0.001790687,0.9721204,0.00002144539,0.00001361041,0.000009241394,0.01668566,9.016537e-7,0.003382236,0.00002629562,0.0004327433,0.005481787],"study_design_scores_gemma":[0.001201699,0.0005934908,0.9846275,0.00002601299,0.000009340174,0.00001150618,0.01241339,0.00001065461,0.00003730174,0.0001410288,0.0007200998,0.0002080104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957008,0.0003651736,0.00002128156,0.002200017,0.00009031171,0.001039662,0.0001407743,0.00005912732,0.000382904],"genre_scores_gemma":[0.9975284,0.0009740358,0.0002404934,0.0007763685,0.00008864138,0.00006147959,0.00000497822,0.00002524525,0.0003004063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250706,"threshold_uncertainty_score":0.998261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281623088","doi":"10.1038/s41569-022-00720-x","title":"Climate change and cardiovascular disease: implications for global health","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":330,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Medical Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Climate change; Extreme weather; Storm; Global warming; Storm surge; Public health; Coastal flood; Flooding (psychology); Effects of global warming; Disease; Work (physics); Environmental planning; Medicine; Environmental resource management; Environmental science; Environmental health; Geography; Ecology; Meteorology; Sea level rise","retraction":null,"screen_n_in":null,"score":{"opus":0.207775110988958,"gpt":0.4434432132076421,"spread":0.2356681022186841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00211013,0.000520554,0.003847992,0.00005094902,0.0004762813,0.00001946287,0.0004098525,0.000497804,0.0001626065],"category_scores_gemma":[0.0002371393,0.000406274,0.001724461,0.000460684,0.00011325,0.00007586581,0.0005959837,0.0007064464,0.00007671394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671027,"about_ca_system_score_gemma":0.0001034684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001907029,"about_ca_topic_score_gemma":0.00001742616,"domain_scores_codex":[0.9961851,0.0009070163,0.0007593306,0.001050993,0.0001858431,0.0009117079],"domain_scores_gemma":[0.9976645,0.0001865988,0.0004430772,0.001135482,0.000007745318,0.0005626376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002747949,0.000007784548,0.0001466959,0.01373047,0.00007728466,0.000003727105,0.00000982755,4.144878e-7,1.755998e-9,0.0005556695,0.01965884,0.9658065],"study_design_scores_gemma":[0.0001102185,0.00006710328,0.001008902,0.001511445,0.001137416,0.0001957182,0.000002648801,4.855984e-7,2.261412e-10,0.000358723,0.9952939,0.0003134034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.452019e-7,0.9873979,0.00003522028,0.001150977,0.0006017942,0.00695891,0.00298008,0.00004792476,0.000827063],"genre_scores_gemma":[7.268478e-7,0.9883947,0.0002197309,0.002424153,0.000829895,0.006690673,0.001380025,0.00004943676,0.00001068441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9756351,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2920628506","doi":"10.1038/s41467-019-08745-6","title":"State-of-the-art global models underestimate impacts from climate extremes","year":2019,"lang":"en","type":"article","venue":"Nature Communications","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":317,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada; McGill University; Université du Québec à Montréal; Dalhousie University","funders":"Japan Society for the Promotion of Science; Leibniz-Gemeinschaft; Bundesministerium für Bildung und Forschung; Grains Research and Development Corporation","keywords":"Climate change; Hydropower; Environmental science; Impact assessment; Climate model; Economic impact analysis; Ecosystem; Environmental resource management; Agriculture; Natural resource economics; Climatology; Ecology; Economics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.05881624723844471,"gpt":0.3427029663717537,"spread":0.283886719133309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001797562,0.000128396,0.0001631141,0.00001514182,0.0002142837,0.00002759907,0.001216742,0.0001342627,0.0004235786],"category_scores_gemma":[0.00005126214,0.00009743204,0.00006968505,0.0003208896,0.000161519,0.0002771989,0.001107045,0.0004191808,0.0006832748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224261,"about_ca_system_score_gemma":0.0000292242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625074,"about_ca_topic_score_gemma":0.006941261,"domain_scores_codex":[0.9988781,0.00009423307,0.0002491597,0.0001793299,0.0002675559,0.0003315914],"domain_scores_gemma":[0.9975262,0.0001677453,0.0001775818,0.001983934,0.00001578573,0.0001287113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007196481,0.0004068206,0.917864,0.00005110185,0.0000379858,7.538507e-7,0.001560584,0.003221567,0.0053069,0.005873445,0.05660767,0.008997234],"study_design_scores_gemma":[0.0006738123,0.00005554798,0.9057008,0.0002094648,0.00004564113,0.000005471502,0.0001382276,0.02466659,0.0005054694,0.04354958,0.02412015,0.0003292391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286862,0.003095531,0.000054723,0.00940425,0.0003251989,0.0006115338,0.0006407634,0.00007436053,0.05710747],"genre_scores_gemma":[0.9944335,0.001456192,0.002586659,0.001297176,0.000009225497,0.00000908367,0.00008723857,0.00001249053,0.0001084531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06574731,"threshold_uncertainty_score":0.8782343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044584497","doi":"10.1016/j.resconrec.2020.104882","title":"The Green Print: Advancement of Environmental Sustainability in Healthcare","year":2020,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":315,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of British Columbia; University of Waterloo; BC Cancer Agency","funders":"Yale School of Medicine; National Science Foundation","keywords":"Sustainability; Health care; Business; Context (archaeology); Environmental resource management; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03463137961569569,"gpt":0.2851176635214638,"spread":0.2504862839057681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002997751,0.00005958388,0.00009320893,0.00001037341,0.0001405297,0.000009239589,0.00006586144,0.00003111751,0.00005233848],"category_scores_gemma":[0.00008110513,0.00004397489,0.00001527035,0.00009798251,0.0001267731,0.00005942714,0.00009994439,0.00008312164,0.000004116005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003071,"about_ca_system_score_gemma":0.000006727601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009593671,"about_ca_topic_score_gemma":0.000561151,"domain_scores_codex":[0.9992326,0.00006700913,0.0002520267,0.0001477845,0.000133948,0.0001666185],"domain_scores_gemma":[0.9995974,0.0001148853,0.00009943705,0.00008344365,0.000003474046,0.0001013357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008952237,0.0000244352,0.8829777,0.0001095074,0.000001584301,0.000001488375,0.00676591,0.00008479077,0.0009583574,0.00008451242,0.00004159196,0.1088606],"study_design_scores_gemma":[0.0003595147,0.0001031012,0.9134895,0.00002897912,0.000002549627,9.360436e-7,0.003459202,0.003160336,0.0001718069,0.0005707995,0.07857689,0.00007644793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666812,0.0003363508,0.00001643228,0.1326101,0.00001205923,0.0002383218,0.000003756302,0.000007000875,0.00009477755],"genre_scores_gemma":[0.9961181,0.001084181,0.00005701937,0.002643094,0.00001835265,0.000007890176,0.000002599744,0.000004336401,0.00006436957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129967,"threshold_uncertainty_score":0.1793244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074522551","doi":"10.1371/journal.pone.0091831","title":"Heat-Related Mortality in India: Excess All-Cause Mortality Associated with the 2010 Ahmedabad Heat Wave","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":312,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Indigenous Peoples' Health; Fogarty International Center; Public Health Foundation of India; Emory University; National Institute of Environmental Health Sciences; Georgia Institute of Technology","keywords":"Excess mortality; Heat wave; Demography; Extreme heat; Mortality rate; Medicine; Excess heat; Cause of death; Apparent temperature; Geography; Internal medicine; Biology; Meteorology; Climate change","retraction":null,"screen_n_in":null,"score":{"opus":0.1487461906251586,"gpt":0.3027043252130019,"spread":0.1539581345878432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001232852,0.0002338334,0.0003884924,0.00003987956,0.0001788327,0.00004377814,0.0002520214,0.0001916858,0.001377078],"category_scores_gemma":[0.0001938902,0.0001597046,0.00003879684,0.0004289531,0.000250554,0.0002537918,0.0001583374,0.0004920677,0.0002587594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405883,"about_ca_system_score_gemma":0.00001975925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003550557,"about_ca_topic_score_gemma":0.01272283,"domain_scores_codex":[0.9974882,0.0002653511,0.0003654716,0.0004108016,0.0007545914,0.0007156005],"domain_scores_gemma":[0.9988568,0.0002004018,0.0000798944,0.0005608206,0.00001731178,0.0002847493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002848229,0.001690154,0.9904786,0.00004388356,0.000328954,0.00003554932,0.002232395,0.00006553635,0.003889629,0.0000176317,0.001102884,0.00008628947],"study_design_scores_gemma":[0.0007463177,0.0001613992,0.9946621,0.000141537,0.0002284422,0.000001647644,0.00009705589,0.002321783,0.001187824,0.0001941229,0.00003087359,0.0002268717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906536,0.0000383187,0.000001969151,0.002595335,0.00006189234,0.0006405256,0.0000408396,0.00007806926,0.005889429],"genre_scores_gemma":[0.9978247,0.0001308289,0.00001681589,0.001566937,0.00004657522,0.00006228112,0.00008184689,0.00002823149,0.0002417846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009172277,"threshold_uncertainty_score":0.9995358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967921852","doi":"10.1289/ehp.1002430","title":"Toward a Quantitative Estimate of Future Heat Wave Mortality under Global Climate Change","year":2010,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":310,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; Office of Science; U.S. Environmental Protection Agency; U.S. Department of Energy","keywords":"Climate change; Environmental science; Heat wave; Climate model; Global warming; Climatology; Poisson regression; Particulates; Atmospheric sciences; Environmental health; Population; Medicine; Ecology; Biology; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.1066979167601675,"gpt":0.3914329166354872,"spread":0.2847349998753197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004961556,0.0003442357,0.0004703037,0.00004205291,0.0003459434,0.00001906821,0.0002065057,0.0001615151,0.003395772],"category_scores_gemma":[0.00001652984,0.0003195757,0.0001273562,0.0002148608,0.0006955155,0.0004284496,0.000303974,0.0004067987,0.0003516516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009395933,"about_ca_system_score_gemma":0.0000266576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506129,"about_ca_topic_score_gemma":0.00223922,"domain_scores_codex":[0.997237,0.0001270471,0.0004826398,0.0006582486,0.0005471628,0.000947963],"domain_scores_gemma":[0.9987127,0.00004971746,0.0002337748,0.0004365047,0.000005041714,0.0005622255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006826639,0.005569972,0.7655463,0.0008435383,0.0001207099,0.00008463398,0.1491106,0.0002466808,0.01616927,0.04034735,0.001900886,0.0193774],"study_design_scores_gemma":[0.0006029019,0.0007854704,0.97294,0.00004611965,0.00001855185,0.00003197393,0.02260745,0.0005982625,0.000212731,0.001520887,0.0003189074,0.0003167919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871844,0.001313482,0.00005132265,0.007126909,0.0004809648,0.0008946966,0.0008019606,0.0000659544,0.002080305],"genre_scores_gemma":[0.9937844,0.001921843,0.002694353,0.001174912,0.0002766822,0.0000644832,0.00004270049,0.00003175793,0.000008873642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073936,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074935456","doi":"10.1164/rccm.201001-0024ws","title":"Beyond Mortality: Future Clinical Research in Acute Lung Injury","year":2010,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":297,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.09466497828509139,"gpt":0.4874946761954207,"spread":0.3928296979103293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00365041,0.0001194,0.0004565714,0.0001513831,0.0001256695,0.00001539303,0.0002117199,0.00009852726,0.0006675893],"category_scores_gemma":[0.0007529699,0.00008426667,0.00005082675,0.0004761831,0.003066296,0.0001806468,0.0001090581,0.001698346,0.00000990892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006552813,"about_ca_system_score_gemma":0.00006610949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008418656,"about_ca_topic_score_gemma":0.0002141063,"domain_scores_codex":[0.9975538,0.0004132123,0.0006645238,0.0002232429,0.0007032608,0.000442022],"domain_scores_gemma":[0.9981678,0.0005979165,0.000124145,0.0002176594,0.0001139793,0.0007785468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002243426,0.00007288018,0.749015,0.00004916358,0.00000965437,0.0005444431,0.001717914,1.085629e-7,0.001949689,0.0003989571,0.006365801,0.2396521],"study_design_scores_gemma":[0.001263786,0.01031398,0.9197623,0.0002402384,0.0001098564,0.0001842222,0.01955358,0.000009258105,0.0001199091,0.001921897,0.0462877,0.0002332911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853392,0.00102641,0.000005083889,0.01106795,0.0006738103,0.00008671277,0.000007267314,0.000004670233,0.001788861],"genre_scores_gemma":[0.9913278,0.000430794,0.0001440143,0.006293311,0.001785204,0.000002599485,8.156511e-7,0.00001120406,0.000004211708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394188,"threshold_uncertainty_score":0.9996468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170055448","doi":"10.3109/09540261.2014.925851","title":"Climate change: The next challenge for public mental health?","year":2014,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":279,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University; McGill University","funders":"","keywords":"Mental health; Climate change; Anxiety; Psychology; Public health; Addiction; Psychiatry; Medicine; Ecology; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.1239965372172802,"gpt":0.3893567635472192,"spread":0.2653602263299389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001006045,0.0001031755,0.0001849143,0.00002408085,0.0001400936,0.00001739763,0.0003961389,0.00002703848,0.001610372],"category_scores_gemma":[0.00009220975,0.00007046066,0.0001122369,0.00008473799,0.00005758907,0.0002014855,0.0001194143,0.00007364451,0.0001983209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000842023,"about_ca_system_score_gemma":0.00001624263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004223962,"about_ca_topic_score_gemma":0.0002601853,"domain_scores_codex":[0.9987687,0.00005646749,0.0003875286,0.0001801952,0.0003244746,0.0002825611],"domain_scores_gemma":[0.9992778,0.0000571776,0.0003116585,0.000219174,0.00002173087,0.0001124463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002248364,0.0002516726,0.00929034,0.003889006,0.0000163034,5.821112e-8,0.0004210644,2.177192e-7,0.000008900691,0.05683683,0.2806984,0.6485648],"study_design_scores_gemma":[0.0003509863,0.0002111019,0.01060797,0.00321578,0.000008050971,0.000006703988,0.00008280864,0.0002642066,0.000001725304,0.003813391,0.9813307,0.0001065734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001914932,0.05714792,0.00010075,0.9182769,0.003115797,0.00137689,0.000153425,0.00002568545,0.01788769],"genre_scores_gemma":[0.1354042,0.6944642,0.003694928,0.1629574,0.002357277,0.0006382374,0.0002823237,0.00005155488,0.0001498596],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7553195,"threshold_uncertainty_score":0.9993023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919108019","doi":"10.1093/ije/dyz008","title":"How urban characteristics affect vulnerability to heat and cold: a multi-country analysis","year":2019,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":274,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Health Canada","funders":"Terveyden Tutkimuksen Toimikunta; Medical Research Council; National Health Research Institutes; Academy of Finland; Natural Environment Research Council; Sight Research UK","keywords":"Metropolitan area; Geography; Urban heat island; Distributed lag; Confidence interval; Multivariate statistics; Index (typography); Population; Gross domestic product; Vulnerability (computing); Psychological intervention; Environmental health; Effect modification; Inequality; Demography; Socioeconomics; Medicine; Economics; Economic growth; Econometrics; Statistics; Meteorology; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.0684977173951135,"gpt":0.3821754128406404,"spread":0.3136776954455269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002105851,0.0001062496,0.0004768704,0.0001528836,0.00003121159,0.00002314982,0.0002481169,0.00008106665,0.0006513678],"category_scores_gemma":[0.002256836,0.00008302375,0.0001041637,0.0001527711,0.0000771389,0.0001733765,0.0001301859,0.0001952027,0.00005772614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490216,"about_ca_system_score_gemma":0.00001254606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001852681,"about_ca_topic_score_gemma":0.0001593062,"domain_scores_codex":[0.9986263,0.0002646513,0.0004700458,0.0001963067,0.0001933951,0.000249315],"domain_scores_gemma":[0.9982646,0.0009727083,0.0002955665,0.0001349602,0.00006279614,0.0002693396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000935713,0.00005749099,0.9922579,0.000005988531,0.000113652,0.00001336896,0.0001738958,0.0002280915,0.002789702,0.00007691268,0.002611946,0.00157747],"study_design_scores_gemma":[0.0003782834,0.0002158947,0.9810302,0.00002079318,0.00005738488,0.00005053151,0.00003663486,0.001685227,0.00005564475,0.0001069269,0.01627975,0.00008276891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857064,0.0001050893,0.002164579,0.01111819,0.0006392215,0.0001187004,0.00004906283,0.000004620365,0.00009412051],"genre_scores_gemma":[0.9918455,0.0001585126,0.00194138,0.005605507,0.0002405949,0.000002404722,0.00001149466,0.000005893797,0.0001886673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136678,"threshold_uncertainty_score":0.7132021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128473151","doi":"10.1016/s2542-5196(21)00005-x","title":"Planetary health care: a framework for sustainable health systems","year":2021,"lang":"en","type":"letter","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":267,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Health care; Greenhouse gas; Sustainability; Incentive; Natural resource economics; Environmental resource management; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.07680304730617026,"gpt":0.3295687931914634,"spread":0.2527657458852932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00288127,0.0009028124,0.002698209,0.0001306978,0.001865722,0.0002348921,0.001256937,0.0008015812,0.0007574893],"category_scores_gemma":[0.0001077822,0.0007082393,0.0001977959,0.0004678695,0.0001972373,0.0001907686,0.0003205938,0.003822923,0.0003768907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029512,"about_ca_system_score_gemma":0.001886866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06851935,"about_ca_topic_score_gemma":0.004707578,"domain_scores_codex":[0.9897906,0.001370591,0.001466348,0.001325287,0.001117899,0.004929262],"domain_scores_gemma":[0.9943191,0.001203906,0.001536581,0.001968658,0.00003982349,0.0009319118],"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":[0.0001028344,0.00003232912,0.0006329176,0.01457174,0.00004641366,0.0002345432,0.003520311,0.0004468927,4.116596e-8,0.0002013408,0.9780508,0.002159883],"study_design_scores_gemma":[0.0006728818,0.001137937,0.001501711,0.001359659,0.00002489652,0.0002373869,0.002383766,0.0001782774,1.148207e-7,0.0009739288,0.9909308,0.0005986674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000113777,0.07341592,0.0002671888,0.9141988,0.001590561,0.005246388,0.004049457,0.0002446893,0.0008731921],"genre_scores_gemma":[0.0002877058,0.01820297,0.002156547,0.9302455,0.01360921,0.0002808528,0.03346142,0.0001587702,0.00159701],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06381177,"threshold_uncertainty_score":0.9995369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905107327","doi":"10.1016/j.jclepro.2018.11.204","title":"Carbon footprint of the global pharmaceutical industry and relative impact of its major players","year":2018,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":267,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Pharmaceutical industry; Carbon footprint; Greenhouse gas; Automotive industry; Sustainability; Business; Natural resource economics; Industrial organization; Environmental economics; Marketing; Economics; Engineering; Biotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.05950799394098429,"gpt":0.3718696369054618,"spread":0.3123616429644775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004668295,0.00006687028,0.0001344865,0.0000226632,0.00004364656,0.000004002964,0.00008245922,0.00008141335,0.0001045619],"category_scores_gemma":[0.000191255,0.00004038421,0.00005374127,0.0001579811,0.0002294325,0.0001070458,0.00006591466,0.0002671599,0.00000144562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382179,"about_ca_system_score_gemma":0.00003128277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000955326,"about_ca_topic_score_gemma":0.00002940807,"domain_scores_codex":[0.9991637,0.0000625797,0.0002897721,0.000089302,0.0002610178,0.0001336088],"domain_scores_gemma":[0.9993209,0.00001439033,0.000410786,0.00009462041,0.0000537267,0.0001056226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008798334,0.000209937,0.8665265,0.00007346554,0.00007826561,0.00000308489,0.002699799,0.0008841704,0.09866875,0.00003865144,0.001009202,0.02892831],"study_design_scores_gemma":[0.0004565835,0.0007151506,0.9067935,0.0001235351,0.00006197702,0.0002196193,0.000261827,0.0001486261,0.09038717,0.0003804457,0.0003914953,0.00006000309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966342,0.0001001293,0.000002033147,0.001513043,0.000320418,0.000114026,0.00000317096,0.000001744129,0.001311187],"genre_scores_gemma":[0.9994802,0.00008505474,0.00004273576,0.00002884384,0.0003080961,2.678131e-7,7.867388e-8,0.000003941394,0.00005077324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04026704,"threshold_uncertainty_score":0.164682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211222337","doi":"10.1016/s2542-5196(21)00354-5","title":"The determinants of planetary health: an Indigenous consensus perspective","year":2022,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":262,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Institute for Circumpolar Health Research","funders":"","keywords":"Perspective (graphical); Indigenous; Traditional knowledge; MEDLINE","retraction":null,"screen_n_in":null,"score":{"opus":0.08490272647730067,"gpt":0.3587231659683922,"spread":0.2738204394910915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002173737,0.0001808746,0.0004828754,0.00003159503,0.002417189,0.00001626071,0.0006795975,0.00003166356,0.000695045],"category_scores_gemma":[0.00002594524,0.0001161482,0.0000349873,0.0002059557,0.0002574382,0.00005027647,0.0002098819,0.0005224894,0.00007908712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992693,"about_ca_system_score_gemma":0.0002573349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04615952,"about_ca_topic_score_gemma":0.03883799,"domain_scores_codex":[0.9967993,0.0008231209,0.0004896657,0.000313457,0.00052672,0.001047692],"domain_scores_gemma":[0.9980914,0.0004227086,0.0004758495,0.0006764261,0.000006746845,0.0003268954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001683277,0.000481343,0.6063684,0.0003156879,0.00004482986,0.00010984,0.1118736,0.004359111,0.00003263991,0.0002421308,0.1868505,0.08763866],"study_design_scores_gemma":[0.00132076,0.005165739,0.8857622,0.00005606126,0.00001755938,0.0007264908,0.02763558,0.002968741,0.00001501629,0.003279545,0.07264026,0.0004121183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506406,0.005260372,4.126181e-7,0.04057547,0.0003733757,0.001021784,0.00120364,0.0000553643,0.0008690418],"genre_scores_gemma":[0.9796494,0.002364763,0.0001082194,0.01719664,0.0002698807,0.00003068467,0.0002642266,0.00002202638,0.00009413865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2793938,"threshold_uncertainty_score":0.9988815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133836222","doi":"10.1007/s40279-021-01439-4","title":"Climate Change, Physical Activity and Sport: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Sports Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":260,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Institut du Savoir Montfort; Université du Québec en Outaouais; Université du Québec; Douglas Mental Health University Institute; Université du Québec à Montréal","funders":"","keywords":"Climate change; CINAHL; Greenhouse gas; Scopus; Carbon footprint; Natural disaster; Environmental science; Climate change mitigation; Environmental resource management; Geography; Environmental health; Environmental planning; Psychology; MEDLINE; Political science; Medicine; Psychological intervention; Ecology; Meteorology","retraction":null,"screen_n_in":null,"score":{"opus":0.1155291496859299,"gpt":0.4021707473760389,"spread":0.286641597690109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009896795,0.0005239425,0.004980466,0.0000625436,0.000100244,0.000009615626,0.0001770119,0.0001562928,0.001480901],"category_scores_gemma":[0.0001300291,0.0003256277,0.0002194849,0.0004820143,0.0001822871,0.0001279127,0.0002786336,0.0003811732,0.0001658055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679103,"about_ca_system_score_gemma":0.0000234018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000882788,"about_ca_topic_score_gemma":0.00001439306,"domain_scores_codex":[0.9973791,0.00008780019,0.0006544367,0.0006271339,0.0006783971,0.0005731105],"domain_scores_gemma":[0.9979252,0.00009426339,0.0008181927,0.0006930519,0.00001112268,0.000458176],"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":[5.529744e-7,0.00003830388,0.00001263007,0.6331704,0.000007449796,0.0001953497,0.0001068414,1.040113e-9,3.140518e-8,0.00001024302,0.001198759,0.3652594],"study_design_scores_gemma":[0.00007167066,0.00004525081,0.0001291023,0.8035112,0.002513723,0.0002704951,0.00002132705,0.000001426063,3.376525e-8,0.000006202855,0.1931839,0.0002456892],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006022931,0.9939374,2.143168e-7,0.0006431468,0.0002367265,0.003214119,0.00002474192,0.00004532433,0.001838048],"genre_scores_gemma":[0.00002529143,0.9973574,0.000006071807,0.001281754,0.0005596351,0.0004057179,0.0001205456,0.00005283709,0.0001907269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3650137,"threshold_uncertainty_score":0.9999196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977891799","doi":"10.2105/ajph.2012.300752","title":"Indigenous Health and Climate Change","year":2012,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Indigenous; Climate change; Vulnerability (computing); Framing (construction); Sociocultural evolution; Poverty; Geography; Political science; Arctic; Health equity; Environmental planning; Economic growth; Public health; Socioeconomics; Development economics; Sociology; Medicine; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.1410482270812428,"gpt":0.3693610623435252,"spread":0.2283128352622824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004268252,0.0001348844,0.0004533827,0.0001333618,0.0002989735,0.00003441691,0.0001570727,0.00002430238,0.0002193219],"category_scores_gemma":[0.00007954517,0.0001096253,0.00004358276,0.0004168494,0.0002192133,0.0007369606,0.0001025762,0.0002575038,0.00006743396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013309,"about_ca_system_score_gemma":0.0002154416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665818,"about_ca_topic_score_gemma":0.0001481049,"domain_scores_codex":[0.9971031,0.0003536491,0.0005803872,0.0001211305,0.000378126,0.00146361],"domain_scores_gemma":[0.9955038,0.00006849241,0.001109587,0.0001477763,0.00001741868,0.003152939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000007226819,0.000103522,0.344476,0.00003149514,0.000003359764,0.000001605154,0.02681627,9.606689e-8,0.000002367859,0.00003351254,0.001916981,0.6266076],"study_design_scores_gemma":[0.0004578487,0.003852306,0.8478081,0.0000854122,0.000003621681,0.0006274212,0.009123915,0.000007330237,0.000001239925,0.00003675122,0.1378056,0.0001904921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389881,0.004490488,0.00009999445,0.05550719,0.0002766644,0.0002493839,0.00001560014,0.00001778451,0.0003547663],"genre_scores_gemma":[0.9433346,0.01581884,0.001493699,0.0387878,0.0005288274,0.000005066925,0.00000355761,0.0000209582,0.000006656727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6264171,"threshold_uncertainty_score":0.4470392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2910191925","doi":"10.1146/annurev-publhealth-040218-044106","title":"Environmental Exposures and Depression: Biological Mechanisms and Epidemiological Evidence","year":2019,"lang":"en","type":"review","venue":"Annual Review of Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":255,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Public health; Environmental health; Pandemic; Observational study; Mental health; Psychology; Environmental planning; Coronavirus disease 2019 (COVID-19); Medicine; Geography; Psychiatry; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.3640568898043423,"gpt":0.4524844758096513,"spread":0.08842758600530898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006247058,0.000506262,0.00316838,0.00006422529,0.0001510878,0.00001909606,0.0003914979,0.0003798365,0.001522081],"category_scores_gemma":[0.002333764,0.0003027913,0.0002363885,0.0002121038,0.0003716965,0.0003076659,0.0009472897,0.0004766303,0.0001989974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363531,"about_ca_system_score_gemma":0.0001436928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007765106,"about_ca_topic_score_gemma":0.000004861174,"domain_scores_codex":[0.9944425,0.001909148,0.001494714,0.0008928477,0.0004123277,0.0008484616],"domain_scores_gemma":[0.9960204,0.001391743,0.001113433,0.0005090946,0.000009634715,0.0009556796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001099922,0.00004462378,0.0006152708,0.06496562,0.000008268363,0.000003035684,0.00008685935,5.880499e-9,2.20014e-7,0.00007119786,0.005624206,0.9285796],"study_design_scores_gemma":[0.00006996701,0.0005324565,0.002470294,0.07604719,0.00005801771,0.0001222238,0.00008680017,8.99937e-7,4.289716e-8,0.0001035143,0.9202334,0.0002752211],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005277327,0.9952587,0.00004319108,0.002243811,0.0001178899,0.001872437,0.000250023,0.00002412696,0.0001370227],"genre_scores_gemma":[0.00007344197,0.9921139,0.000677034,0.006804271,0.00007624123,0.0001033466,0.0000909158,0.0000241921,0.00003662887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9283044,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153845081","doi":"10.1016/s2542-5196(21)00110-8","title":"A framework to guide planetary health education","year":2021,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":250,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Ottawa; Trinity Western University; Western University","funders":"","keywords":"MEDLINE; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.0825537844638437,"gpt":0.3759418071406224,"spread":0.2933880226767787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001046677,0.0001987859,0.000455297,0.00003403322,0.0004648839,0.00003895457,0.0003696284,0.00007168422,0.00332404],"category_scores_gemma":[0.00009187117,0.0001544069,0.00003316436,0.0003737319,0.00004649127,0.00009478669,0.0001438846,0.0004220237,0.002588889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182966,"about_ca_system_score_gemma":0.0006110398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318333,"about_ca_topic_score_gemma":0.01038379,"domain_scores_codex":[0.9973888,0.0003197361,0.0004582394,0.000422933,0.0003817436,0.001028558],"domain_scores_gemma":[0.9980394,0.000213228,0.000177097,0.0007952373,0.000008603457,0.0007664435],"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":[0.0000477879,0.00008532147,0.02874526,0.000161333,0.000006010425,0.00001154856,0.002686875,0.0004294195,0.00001136704,0.00022971,0.91113,0.05645535],"study_design_scores_gemma":[0.0001909188,0.0002495685,0.28598,0.0002790917,0.000004805248,0.0001434779,0.0005665829,0.0001139509,0.000007883194,0.002590256,0.7096801,0.0001933207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1189527,0.008056117,0.0002960016,0.8536366,0.001551513,0.001286585,0.0005023188,0.0002061741,0.01551201],"genre_scores_gemma":[0.09716862,0.01068765,0.02393224,0.8603117,0.003060017,0.00005840223,0.002677789,0.00005331306,0.002050299],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2572348,"threshold_uncertainty_score":0.9981877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089262689","doi":"10.1016/j.gloenvcha.2010.05.003","title":"Vulnerability of Aboriginal health systems in Canada to climate change","year":2010,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":250,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; University of Alberta; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; ArcticNet","keywords":"Vulnerability (computing); Climate change; Adaptive capacity; Poverty; Public health; Vulnerability assessment; Government (linguistics); Political science; Geography; Health equity; Economic growth; Environmental planning; Development economics; Environmental resource management; Psychological resilience; Medicine; Economics; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.03897911632107271,"gpt":0.3124303451015115,"spread":0.2734512287804388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004667793,0.0002432379,0.000383043,0.00003273327,0.0001003052,0.00001134002,0.0002821276,0.00007818673,0.001172338],"category_scores_gemma":[0.000009386401,0.0002415942,0.00003764667,0.000284091,0.00009649493,0.0002266684,0.0002194305,0.000226209,0.000235434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003369893,"about_ca_system_score_gemma":0.00006943632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9587765,"about_ca_topic_score_gemma":0.9679622,"domain_scores_codex":[0.9974814,0.00007517454,0.000471538,0.0004595944,0.0005588699,0.0009534121],"domain_scores_gemma":[0.9987327,0.00002210392,0.0001755106,0.0004107626,0.000001849529,0.0006570029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004565699,0.0001549282,0.9796042,0.0000957961,0.000001722073,0.00001638422,0.0008372728,0.00002588159,0.0007708947,0.00007124493,0.0009507825,0.01742521],"study_design_scores_gemma":[0.0003582849,0.0001674671,0.9832425,0.00005187593,0.000003326233,0.00001765168,0.0004739345,0.0002041795,0.0000565561,0.00002092255,0.01517928,0.0002239977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929789,0.0002684802,0.000001239622,0.002170825,0.0008125961,0.001262924,0.001525745,0.0000159156,0.0009633443],"genre_scores_gemma":[0.9957425,0.0003505391,0.0001028387,0.00332489,0.0001917328,0.0002192301,0.00004715364,0.00001550306,0.000005619906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01720122,"threshold_uncertainty_score":0.9997407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125852899","doi":"10.1175/bams-85-12-1931","title":"Progress in Heat Watch–Warning System Technology","year":2004,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":247,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat wave; Meteorology; Warning system; Premise; Early warning system; Severe weather; Climatology; Environmental science; Geography; Computer science; Telecommunications; Climate change; Storm; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.01659977830614524,"gpt":0.2641421197240303,"spread":0.2475423414178851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070052,0.0001395441,0.0003519367,0.0000112789,0.0001331552,0.000007000254,0.0004557946,0.0001005365,0.0003289212],"category_scores_gemma":[0.00007537308,0.00008469229,0.0001583398,0.0005872491,0.001462718,0.00001197684,0.0004597904,0.0002990293,0.0001351749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000357212,"about_ca_system_score_gemma":0.000008877038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008267095,"about_ca_topic_score_gemma":0.00001812325,"domain_scores_codex":[0.9985867,0.00009932576,0.0002855705,0.0002858981,0.0002497357,0.0004928345],"domain_scores_gemma":[0.9993549,0.000069848,0.0001885057,0.0002917841,0.000007481882,0.00008749493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177152,0.0004063896,0.9667301,0.00009297888,0.00002223418,0.00001796243,0.001283026,0.001987708,0.004313991,0.0005249118,0.007968506,0.01653449],"study_design_scores_gemma":[0.00178531,0.001489692,0.9450328,0.0002549404,0.00004439783,0.00007517218,0.006669982,0.0001943672,0.003954692,0.001620455,0.0383563,0.0005218827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495338,0.0001472645,0.00002741891,0.04920346,0.00004370761,0.0002692329,0.000003213677,0.00007461032,0.0006973071],"genre_scores_gemma":[0.9926829,0.00007508171,0.004850714,0.00228554,0.00002297681,0.00004471076,7.143309e-7,0.000009951461,0.00002741185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04691792,"threshold_uncertainty_score":0.5389445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}