{"meta":{"query_hash":"376db73065cf","filters":{"venue":"Research Directions One Health"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/376db73065cf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Research+Directions+One+Health"},"results":[{"id":"W4317906198","doi":"10.1017/one.2023.1","title":"Distribution of nutrients across the edible components of a modelled typical Australian lamb: A case study","year":2023,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Meat and Livestock Australia; Public Health England; Commonwealth Scientific and Industrial Research Organisation; Government of Canada; National Health and Medical Research Council; Johns Hopkins University","keywords":"Livestock; Nutrient; Micronutrient; Context (archaeology); Ruminant; Food science; Animal nutrition; Animal food; Biology; Biotechnology; Pasture; Agronomy; Medicine; Ecology","score_opus":0.13736320985062672,"score_gpt":0.4334282731161404,"score_spread":0.2960650632655137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317906198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962603,0.000017726205,0.000039747316,0.002220864,0.000038177604,0.0011831605,0.00011754407,0.000032213404,0.00009027795],"genre_scores_gemma":[0.9990485,0.00011577624,0.00002312721,0.0000066783155,0.000017553673,0.00008440491,0.000045537447,0.0000068918102,0.0006515669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973637,0.00066143036,0.00033578888,0.0002619434,0.00079317694,0.00058397785],"domain_scores_gemma":[0.9991495,0.00017830498,0.000080777565,0.00035506187,0.000033468335,0.00020288162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002575706,0.00009083017,0.00019839102,0.00004308958,0.0008623747,0.000015810745,0.00019632226,0.000052004187,0.00013922797],"category_scores_gemma":[0.00014496666,0.00006263163,0.00006329936,0.0017476185,0.0005487348,0.00012992609,0.00034866796,0.00034319342,0.000087421075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010895393,0.026829688,0.84514815,0.00057182496,0.00026728766,0.00026720957,0.04781209,0.016820688,0.0034308312,0.00023375645,0.03416083,0.023368087],"study_design_scores_gemma":[0.0005862441,0.00077753473,0.9623063,0.000024373414,0.000007505128,0.00004935114,0.03314883,0.0009960735,0.00022204219,0.0001866459,0.0016160777,0.000079026424],"about_ca_topic_score_codex":0.03989791,"about_ca_topic_score_gemma":0.0017827564,"teacher_disagreement_score":0.11715812,"about_ca_system_score_codex":0.0007339306,"about_ca_system_score_gemma":0.00003450357,"threshold_uncertainty_score":0.9664955},"labels":[],"label_agreement":null},{"id":"W4386137933","doi":"10.1017/one.2023.2","title":"A reimagined One Health framework for wildlife conservation","year":2023,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Wildlife; Framing (construction); Health equity; Equity (law); Geography; One Health; Public relations; Environmental planning; Environmental resource management; Business; Psychology; Political science; Sociology; Ecology; Public health; Medicine; Nursing; Biology; Economics","score_opus":0.3426986211933083,"score_gpt":0.5283105226214598,"score_spread":0.18561190142815154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386137933","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007654504,0.0019251215,0.01624131,0.9658184,0.00047678547,0.0047027455,0.00024430643,0.0009143579,0.0020224366],"genre_scores_gemma":[0.5875119,0.07107463,0.12690684,0.16593584,0.007070806,0.0069549135,0.004437782,0.00058912084,0.029518163],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995164,0.0006966099,0.0007358467,0.00060346763,0.0011630594,0.0016370174],"domain_scores_gemma":[0.9948563,0.0015951147,0.00016612928,0.0007441672,0.00084618485,0.0017921113],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0076035876,0.00016841148,0.0006250481,0.0010557966,0.001416126,0.00008097461,0.00014566862,0.00013272154,0.00023505127],"category_scores_gemma":[0.0047283936,0.00017619983,0.00014485898,0.0036685113,0.00016175589,0.00015166323,0.000065718545,0.00089845684,0.00027707248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074925274,0.0023901872,0.004129638,0.0055451537,0.00022423388,0.0000070029078,0.0011395934,0.000012671538,0.000018574892,0.20773557,0.55235213,0.22569598],"study_design_scores_gemma":[0.0025650633,0.003394586,0.19183224,0.0021551803,0.000026663074,0.000018534842,0.0018964844,0.0062538665,0.0000098164855,0.02387155,0.76770735,0.00026863883],"about_ca_topic_score_codex":0.009235147,"about_ca_topic_score_gemma":0.00040305883,"teacher_disagreement_score":0.7998826,"about_ca_system_score_codex":0.0011121166,"about_ca_system_score_gemma":0.009949383,"threshold_uncertainty_score":0.9998839},"labels":[],"label_agreement":null},{"id":"W4390791195","doi":"10.1017/one.2023.15","title":"Mapping out a One Health model of antimicrobial resistance in the context of the Swedish food system: a literature scan","year":2024,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; Joint Programming Initiative on Antimicrobial Resistance; Institute of Infection and Immunity; National Science Foundation; Vetenskapsrådet; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Interim; Context (archaeology); Data science; Computer science; Healthcare system; Data modeling; Qualitative property; Model building; Data mining; Risk analysis (engineering); Management science; Econometrics; Medicine; Machine learning; Health care; Engineering; Geography; Political science; Mathematics; Database","score_opus":0.1350939432743443,"score_gpt":0.3852405666527555,"score_spread":0.2501466233784112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390791195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.833357,0.01718871,0.0005255019,0.13241562,0.00048479813,0.003566639,0.0009164668,0.000099719546,0.011445569],"genre_scores_gemma":[0.99639827,0.0020791744,0.00034089072,0.0005513245,0.000038628787,0.000014841546,0.000004803382,0.000013525975,0.00055856357],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9970766,0.00081551063,0.00043865122,0.0003159699,0.00078476715,0.0005685264],"domain_scores_gemma":[0.9992026,0.00016130571,0.00008690663,0.00036550066,0.000015319163,0.00016833835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028363718,0.00010967639,0.00025864877,0.00012689513,0.00037646093,0.000052197694,0.0003759661,0.00004562576,0.000020660475],"category_scores_gemma":[0.00009185161,0.00007202078,0.00008581283,0.0013817142,0.0005104997,0.00015445953,0.00019267561,0.0007074377,0.00001936105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077661366,0.014476746,0.023024837,0.052297447,0.00059914164,0.000041967513,0.2478366,0.0027624737,0.37082207,0.06903197,0.136416,0.08191412],"study_design_scores_gemma":[0.007742959,0.004190909,0.5376297,0.14017788,0.00012524094,0.00021647957,0.05691995,0.08814349,0.08996074,0.009062248,0.06318366,0.0026467165],"about_ca_topic_score_codex":0.001956552,"about_ca_topic_score_gemma":0.0046674944,"teacher_disagreement_score":0.5146049,"about_ca_system_score_codex":0.0008856062,"about_ca_system_score_gemma":0.00022894368,"threshold_uncertainty_score":0.3073504},"labels":[],"label_agreement":null},{"id":"W4391488458","doi":"10.1017/one.2023.13","title":"One Health governance principles for AMR surveillance: a scoping review and conceptual framework","year":2024,"lang":"en","type":"review","venue":"Research Directions One Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre for Global Health Research; University of Waterloo; University of Guelph; York University; University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Process management; Political science; Business; Knowledge management; Management science; Computer science; Sociology; Engineering; Social science","score_opus":0.4099761624273646,"score_gpt":0.5664506733656572,"score_spread":0.15647451093829262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391488458","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.7109626e-7,0.9265929,0.00022256082,0.055060476,0.0003859005,0.015522999,0.0012375967,0.00023070628,0.0007465036],"genre_scores_gemma":[0.0000048448924,0.987307,0.0030625798,0.0027058662,0.0011184835,0.0030515033,0.00047637135,0.0001752321,0.002098118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99144036,0.0018949168,0.0020589356,0.0013993741,0.0013021067,0.001904283],"domain_scores_gemma":[0.9928855,0.0025169612,0.0006833764,0.001151654,0.00059563416,0.00216693],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010792462,0.0005254943,0.004801661,0.0004712508,0.0009828757,0.00015026862,0.00028612287,0.00036242994,0.00021917759],"category_scores_gemma":[0.0053374413,0.0004649063,0.0005334964,0.0023544682,0.00043122016,0.00010543559,0.00024562632,0.0025979097,0.00010564536],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011359712,0.00021631675,0.000002510995,0.47466135,0.00016596352,0.000002002999,0.000056693512,2.238877e-8,1.1965678e-9,0.014413664,0.0099243065,0.5005458],"study_design_scores_gemma":[0.00016688275,0.0005952434,0.000051734765,0.44136134,0.00019967706,0.000030836003,0.000040521252,0.000004183892,4.4551602e-9,0.00010866037,0.5572674,0.000173479],"about_ca_topic_score_codex":0.0019215699,"about_ca_topic_score_gemma":0.0006419574,"teacher_disagreement_score":0.54734313,"about_ca_system_score_codex":0.0023854382,"about_ca_system_score_gemma":0.03363167,"threshold_uncertainty_score":0.99978024},"labels":[],"label_agreement":null},{"id":"W4392000545","doi":"10.1017/one.2024.2","title":"Using a fuzzy cognitive map to assess interventions to reduce antimicrobial resistance in a Swedish One Health system context under potential climate change conditions","year":2024,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Guelph; University of Waterloo","funders":"Institute of Population and Public Health; Joint Programming Initiative on Antimicrobial Resistance; Institute of Infection and Immunity; National Science Foundation; Vetenskapsrådet; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Context (archaeology); Psychological intervention; Fuzzy cognitive map; Cognition; Climate change; Antibiotic resistance; Resistance (ecology); Psychology; Fuzzy logic; Environmental resource management; Computer science; Geography; Environmental science; Artificial intelligence; Fuzzy set; Ecology; Biology; Psychiatry; Fuzzy number","score_opus":0.4028599244735583,"score_gpt":0.5019344393004851,"score_spread":0.09907451482692681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392000545","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040939894,0.005576574,0.679871,0.25714752,0.003566811,0.008361825,0.00133164,0.0011089769,0.00209572],"genre_scores_gemma":[0.98805165,0.0005237907,0.008671892,0.0014201171,0.00030399952,0.0006890861,0.000030226895,0.00003007798,0.00027913228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.99420106,0.0014046441,0.0007475159,0.0011764737,0.00088924496,0.0015810649],"domain_scores_gemma":[0.99748355,0.00038906248,0.00010991043,0.00044363298,0.00079219975,0.0007816723],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0053412807,0.00021221324,0.0004619466,0.0024983515,0.0017980257,0.00084652053,0.00056291476,0.00006311079,0.000015725427],"category_scores_gemma":[0.00024403149,0.00025117648,0.0001594097,0.0060693724,0.00015966345,0.0010842651,0.0006223832,0.000717026,0.0002663902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003405952,0.0043442347,0.00020327116,0.019262645,0.00030382365,0.00037432628,0.02822355,0.00020134555,0.011236126,0.7963446,0.01840384,0.12076163],"study_design_scores_gemma":[0.008754149,0.0075297407,0.22403349,0.56941444,0.00020927266,0.0009983847,0.10521973,0.039763603,0.0043729614,0.014977366,0.018509135,0.0062177423],"about_ca_topic_score_codex":0.0063226903,"about_ca_topic_score_gemma":0.019610604,"teacher_disagreement_score":0.9471118,"about_ca_system_score_codex":0.002341936,"about_ca_system_score_gemma":0.0020151413,"threshold_uncertainty_score":0.99999404},"labels":[],"label_agreement":null},{"id":"W4393152035","doi":"10.1017/one.2024.5","title":"From intention to action – cultivating future-ready One Health agents of change","year":2024,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Action (physics); Psychology; Physics","score_opus":0.5763591334105409,"score_gpt":0.5625327712178834,"score_spread":0.013826362192657538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393152035","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29239613,0.016791396,0.0029805086,0.6694197,0.003558358,0.0067804875,0.0008799809,0.00080889894,0.006384556],"genre_scores_gemma":[0.97622186,0.01163319,0.0029938836,0.0026310752,0.003267209,0.00043023232,0.00070797815,0.00007284689,0.0020417082],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99609584,0.0006858427,0.00067190523,0.00054820307,0.0011431463,0.0008550549],"domain_scores_gemma":[0.9973812,0.00023779621,0.00011295903,0.0004564885,0.0005031607,0.001308378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033387323,0.00014928539,0.00049343763,0.0010174684,0.00047001097,0.00006892353,0.00010425362,0.00009607353,0.00050631346],"category_scores_gemma":[0.00045717022,0.00014460985,0.00011236798,0.0020960607,0.000056402845,0.00024603267,0.00007107335,0.0007438349,0.0001800743],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018930376,0.0014306564,0.0008815205,0.0032856935,0.00016691998,0.0000047263875,0.003828481,8.2725217e-7,0.0003549861,0.005703423,0.025238756,0.9589147],"study_design_scores_gemma":[0.0013832037,0.0044681206,0.41418198,0.009081411,0.000057448895,0.000019445122,0.01480089,0.0020671517,0.0002689877,0.00083191035,0.5525212,0.00031819683],"about_ca_topic_score_codex":0.11719805,"about_ca_topic_score_gemma":0.002157511,"teacher_disagreement_score":0.9585965,"about_ca_system_score_codex":0.0015896414,"about_ca_system_score_gemma":0.0023192775,"threshold_uncertainty_score":0.88868064},"labels":[],"label_agreement":null},{"id":"W4403614989","doi":"10.1017/one.2024.10","title":"Implementation evaluation of a pilot project addressing issues at the human–dog interface in a northern indigenous community","year":2024,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sociologie et Sociétés; Makivik Corporation; Université de Montréal; Université du Québec à Montréal; Cegep de Saint Hyacinthe","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Interface (matter); Environmental resource management; Environmental planning; Engineering; Engineering ethics; Engineering management; Geography; Environmental science; Ecology; Biology","score_opus":0.4574177450776862,"score_gpt":0.6363350261312279,"score_spread":0.17891728105354177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403614989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841777,0.01292855,0.000022581005,0.00095090317,0.00006797685,0.0010474065,0.000030508425,0.000019790248,0.00075457996],"genre_scores_gemma":[0.9976984,0.001181995,0.000028117776,0.000020252104,0.00007707741,0.0003505415,0.00007770276,0.000018115265,0.0005477676],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9960634,0.0026177121,0.00032119857,0.00021287263,0.0005004406,0.00028435272],"domain_scores_gemma":[0.99896675,0.00011847731,0.000071414106,0.00030503387,0.00050745736,0.000030889176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061237337,0.00008577179,0.00012997119,0.00027799938,0.0009951787,0.000058706413,0.00013907773,0.00003496132,0.00005646387],"category_scores_gemma":[0.0002114039,0.00007199059,0.000038606984,0.00046599095,0.00014610613,0.000012702343,0.0002201436,0.00045638133,0.00001613933],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030081795,0.0019571437,0.03700026,0.0010759294,0.00068060355,0.000001749624,0.06322243,0.00020285754,0.7427816,0.00013797791,0.016273621,0.13636504],"study_design_scores_gemma":[0.0023280794,0.008730907,0.43460947,0.0016248218,0.00010786439,0.00005177808,0.10046509,0.00057414547,0.3691772,0.00068274356,0.081020765,0.0006271387],"about_ca_topic_score_codex":0.0496129,"about_ca_topic_score_gemma":0.40336627,"teacher_disagreement_score":0.3976092,"about_ca_system_score_codex":0.00065928634,"about_ca_system_score_gemma":0.00061578467,"threshold_uncertainty_score":0.9567158},"labels":[],"label_agreement":null},{"id":"W4404365824","doi":"10.1017/one.2024.14","title":"Balancing the scales: Including under-represented herptile species in a One Health approach","year":2024,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"U.S. Geological Survey; Johns Hopkins University; National Science Foundation","keywords":"Environmental science; Geography; Computer science; Ecology; Psychology; Biology","score_opus":0.17027429703240993,"score_gpt":0.4212094598006717,"score_spread":0.2509351627682618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404365824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55687386,0.2638748,0.019320821,0.13874634,0.0009463862,0.0047384696,0.00039384115,0.00038835275,0.014717113],"genre_scores_gemma":[0.9733039,0.022145852,0.0008977808,0.0004901015,0.0006572838,0.00021823368,0.00020315523,0.000039292587,0.0020443618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968302,0.0008858184,0.00038146053,0.00060629816,0.00051785825,0.00077832927],"domain_scores_gemma":[0.9988075,0.00012257356,0.000043993256,0.00054347026,0.00015309633,0.000329385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024825775,0.00014225004,0.0002208496,0.0003549009,0.0009613722,0.00018218554,0.0002363702,0.00009050154,0.00003099595],"category_scores_gemma":[0.00022792412,0.00012986913,0.00009424922,0.0010250743,0.00029446947,0.000010448723,0.00021090484,0.0004822515,0.000020591067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017614136,0.020171518,0.034392927,0.016365116,0.0015558254,0.000050056682,0.013147,0.004803549,0.22527787,0.047455896,0.5021694,0.13284944],"study_design_scores_gemma":[0.005169817,0.0036865182,0.3101531,0.0040119896,0.000051990814,0.00014434286,0.036846712,0.01398887,0.020165175,0.011774573,0.59212106,0.0018858887],"about_ca_topic_score_codex":0.0032846546,"about_ca_topic_score_gemma":0.003319773,"teacher_disagreement_score":0.41643006,"about_ca_system_score_codex":0.00040586718,"about_ca_system_score_gemma":0.0014689306,"threshold_uncertainty_score":0.7394195},"labels":[],"label_agreement":null},{"id":"W4407292092","doi":"10.1017/one.2025.3","title":"Climate change professionals’ perspectives on the competencies for One Health graduates","year":2025,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Université de Montréal; University of Guelph","funders":"","keywords":"Climate change; Health professionals; Medical education; Psychology; Political science; Medicine; Health care; Geology","score_opus":0.5006491819726213,"score_gpt":0.617648047770035,"score_spread":0.1169988657974137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407292092","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009435786,0.0052709104,0.00013405536,0.95741343,0.0017345304,0.009820447,0.00030486812,0.00029423268,0.01559173],"genre_scores_gemma":[0.6104692,0.14656301,0.0034913893,0.14057252,0.0068932218,0.058231246,0.00040312318,0.00021201144,0.03316429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98972404,0.0051350603,0.0009871481,0.0006339047,0.0008318601,0.002687984],"domain_scores_gemma":[0.9893853,0.0074209333,0.00036136305,0.00081943715,0.0014359916,0.00057695893],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016435014,0.00022971319,0.00057636533,0.0010142834,0.015875982,0.000053161806,0.0004406749,0.00018008972,0.00018167995],"category_scores_gemma":[0.002955351,0.0001729834,0.000118282784,0.0022973227,0.00030078975,0.00020138887,0.00023109624,0.002015389,0.0002176658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009590701,0.0011896488,0.00061944773,0.0019221633,0.000041039366,4.970335e-8,0.030321682,3.6038793e-7,0.0000062693553,0.7011825,0.24728724,0.01733372],"study_design_scores_gemma":[0.00089758117,0.0010564132,0.13444537,0.0049877916,0.000008342806,6.2710086e-7,0.23151512,0.000231773,0.000012169865,0.010532816,0.6160794,0.00023263591],"about_ca_topic_score_codex":0.02608686,"about_ca_topic_score_gemma":0.0043256404,"teacher_disagreement_score":0.81684095,"about_ca_system_score_codex":0.0029528067,"about_ca_system_score_gemma":0.008940333,"threshold_uncertainty_score":0.99667805},"labels":[],"label_agreement":null},{"id":"W4408419484","doi":"10.1017/one.2025.4","title":"Expectations of wildlife health surveillance systems and implications for system design","year":2025,"lang":"en","type":"article","venue":"Research Directions One Health","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wildlife; Environmental planning; Environmental resource management; Geography; Environmental health; Environmental science; Medicine; Ecology; Biology","score_opus":0.2372503496205649,"score_gpt":0.4312937249577881,"score_spread":0.1940433753372232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408419484","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12078145,0.10653791,0.05569752,0.6895118,0.00077654276,0.01714134,0.0018761539,0.0009535811,0.006723711],"genre_scores_gemma":[0.994704,0.0032788673,0.000608848,0.00018294397,0.000069388865,0.0006997119,0.00006573078,0.0000011651487,0.0003893367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978282,0.0009921439,0.000378158,0.0002890496,0.00011182265,0.00040063774],"domain_scores_gemma":[0.99755406,0.0018223097,0.000117074385,0.000089487236,0.00025755097,0.00015954263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002725162,0.00007053231,0.00028824565,0.00009279261,0.0010861763,0.000030981148,0.00012777392,0.0000400812,0.0000029780838],"category_scores_gemma":[0.00034543115,0.00003675879,0.00004463672,0.0008811498,0.00009678857,0.00004825268,0.000048147293,0.000088293134,0.0000028124894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018021413,0.00058586965,0.060856864,0.002159933,0.00016654764,1.245523e-7,0.00019564635,0.00010315976,0.0013167436,0.6640896,0.15138623,0.11895907],"study_design_scores_gemma":[0.00019606188,0.0007255087,0.9562408,0.00025397725,0.000005934168,0.0000013316575,0.004441408,0.0018960682,0.000004749311,0.0014165603,0.034715034,0.00010257888],"about_ca_topic_score_codex":0.0042125327,"about_ca_topic_score_gemma":0.0010275606,"teacher_disagreement_score":0.8953839,"about_ca_system_score_codex":0.00017196138,"about_ca_system_score_gemma":0.00014257903,"threshold_uncertainty_score":0.83540994},"labels":[],"label_agreement":null},{"id":"W4410699670","doi":"10.1017/one.2025.10007","title":"Existing Strategies to Address the Risk of Mosquito-transmitted Dengue in the Continental USA: Opportunities to Adopt a One Health Approach","year":2025,"lang":"en","type":"review","venue":"Research Directions One Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Centers for Disease Control and Prevention; National Institute for Occupational Safety and Health; University of Cambridge; Johns Hopkins University","keywords":"Dengue fever; Environmental health; Geography; Environmental planning; Virology; Medicine","score_opus":0.3835816466221413,"score_gpt":0.505309969235545,"score_spread":0.12172832261340377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410699670","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016997976,0.9671167,0.0004020233,0.014505289,0.00013698539,0.011613835,0.001044899,0.00006651091,0.004943777],"genre_scores_gemma":[0.004102631,0.98809016,0.00039846686,0.0009929031,0.0004141246,0.004086921,0.00030248822,0.00006490092,0.0015474173],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98871166,0.005655589,0.0016587976,0.0008651749,0.0016898266,0.0014189838],"domain_scores_gemma":[0.9942648,0.0024634337,0.00045232163,0.0014331662,0.0006085499,0.0007777411],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009359455,0.0004831182,0.0026113368,0.0014079795,0.0011399077,0.00018007877,0.0008808427,0.0001963485,0.00005150143],"category_scores_gemma":[0.0013953969,0.00031279936,0.00054526393,0.0031433122,0.0002642033,0.000088515895,0.00021182108,0.0023152877,0.000013727717],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019230274,0.0019344079,0.000089829635,0.05635416,0.0005483748,0.000014559533,0.002522676,0.000015701675,4.6880942e-7,0.007212915,0.0071279523,0.9239867],"study_design_scores_gemma":[0.0012743255,0.0015967913,0.007013412,0.056696277,0.0007717685,0.000051311745,0.027425455,0.00009075478,4.799273e-7,0.00007106789,0.9045718,0.00043657864],"about_ca_topic_score_codex":0.0432372,"about_ca_topic_score_gemma":0.008740667,"teacher_disagreement_score":0.92355007,"about_ca_system_score_codex":0.000861495,"about_ca_system_score_gemma":0.012727313,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null}]}