{"meta":{"query_hash":"ab64627d9ced","filters":{"venue":"Health risk analysis"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/ab64627d9ced","api":"https://metacan.xera.ac/api/v1/cohort?venue=Health+risk+analysis"},"results":[{"id":"W2789545584","doi":"10.21668/health.risk/2017.4.01.eng","title":"Analysis of legal and methodological grounds for risk-oriented surveillance over consumer products: tasks and development prospects in the Eurasian Economic Union","year":2017,"lang":"en","type":"article","venue":"Health risk analysis","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Business; Legislature; European union; Control (management); Consumer protection; International trade; Product (mathematics); Economic union; Public economics; Risk analysis (engineering); Economics; Commerce; Law; Political science","score_opus":0.07493415609060572,"score_gpt":0.3589294785393658,"score_spread":0.2839953224487601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789545584","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":[0.9961704,0.00047305517,0.0003675935,0.0023336941,0.00001711059,0.00046842083,0.00014349796,0.000006784471,0.000019456184],"genre_scores_gemma":[0.9954642,0.0015377006,0.0027694684,0.000042248663,0.000026920157,0.000036543,0.00010550276,0.0000010676177,0.000016315345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735385,0.0010929479,0.0004491547,0.0005427976,0.00021016509,0.0003510675],"domain_scores_gemma":[0.9983048,0.0007910824,0.00047695334,0.00022471258,0.00008588648,0.00011658708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005372878,0.00014044128,0.0005991875,0.00011662806,0.0007110225,0.00013120328,0.00028208434,0.00007730742,0.000046174984],"category_scores_gemma":[0.00075719156,0.000054019856,0.00009521151,0.00070791267,0.00022949165,0.00006766844,0.00011578888,0.00016838573,7.077577e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046099456,0.000049061793,0.96381456,0.000015354752,0.0005426544,5.6948363e-7,0.00021897542,0.00005787491,0.00019301091,0.00015385424,0.000016268194,0.034891743],"study_design_scores_gemma":[0.0001941961,0.00014353097,0.9948046,0.0000023084792,0.00030131306,5.441565e-7,0.00023909258,0.0024178582,0.00008270319,0.000064104934,0.00164826,0.00010146747],"about_ca_topic_score_codex":0.011967547,"about_ca_topic_score_gemma":0.07526056,"teacher_disagreement_score":0.06329301,"about_ca_system_score_codex":0.0000585009,"about_ca_system_score_gemma":0.000053150165,"threshold_uncertainty_score":0.99461186},"labels":[],"label_agreement":null},{"id":"W2977395476","doi":"10.21668/health.risk/2019.3.07.eng","title":"Environmental factors in multiple sclerosis, focusing exposure to organic solvents","year":2019,"lang":"en","type":"article","venue":"Health risk analysis","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Mononucleosis; Odds ratio; Confidence interval; Multiple sclerosis; Medicine; Case-control study; Logistic regression; Vitamin; Solvent exposure; Internal medicine; Occupational exposure; Immunology; Environmental health; Virus","score_opus":0.05823064297964686,"score_gpt":0.3135503501332809,"score_spread":0.25531970715363406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977395476","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":[0.9968945,0.00083503214,0.0002718961,0.00080600707,0.00006390569,0.0009730613,0.00008666776,0.000041281713,0.00002767552],"genre_scores_gemma":[0.9953866,0.0030839217,0.00080862263,0.00035706582,0.000052963496,0.000030952775,0.00010360542,0.000033844342,0.000142408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970512,0.00023214305,0.0005968693,0.0006145202,0.00074294757,0.000762314],"domain_scores_gemma":[0.99844295,0.00020737697,0.00018094853,0.0006130723,0.000029806908,0.0005258311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006751795,0.00024441304,0.00090992625,0.00089785014,0.00021968993,0.000023952356,0.00014341572,0.00008587323,0.00081891974],"category_scores_gemma":[0.00032773623,0.00020855367,0.00029139218,0.0015541061,0.000042562795,0.00008680932,0.00017872559,0.00038510762,0.00029565417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007952393,0.00024950033,0.9769272,0.00005684728,0.0005116698,0.000001890745,0.001778365,0.00041185634,0.013576325,2.6284647e-7,0.00011730784,0.006289251],"study_design_scores_gemma":[0.0015836911,0.00033946842,0.9930217,0.000093651885,0.00019680071,2.9591993e-7,0.0015145091,0.0013415815,0.0013052645,0.0000010849366,0.00044012663,0.00016179995],"about_ca_topic_score_codex":0.003348501,"about_ca_topic_score_gemma":0.0040713763,"teacher_disagreement_score":0.016094524,"about_ca_system_score_codex":0.00081625336,"about_ca_system_score_gemma":0.00010257765,"threshold_uncertainty_score":0.8966597},"labels":[],"label_agreement":null},{"id":"W3119771858","doi":"10.21668/health.risk/2020.4.21.eng","title":"Requirements to respiratory protection for workers (World practices reviewed)","year":2020,"lang":"en","type":"article","venue":"Health risk analysis","topic":"Human Health and Disease","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Hazardous waste; Personal protective equipment; Risk analysis (engineering); Work (physics); Quality (philosophy); Respirator; Key (lock); Engineering; Business; Operations management; Computer science; Computer security; Medicine; Waste management; Coronavirus disease 2019 (COVID-19); Mechanical engineering","score_opus":0.2552122495772573,"score_gpt":0.47525714168519984,"score_spread":0.22004489210794254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119771858","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":[0.30759904,0.04349386,0.07614783,0.54033494,0.0005821226,0.027735502,0.0003373924,0.00091894023,0.0028503502],"genre_scores_gemma":[0.74220175,0.0016003923,0.009964924,0.24163307,0.0017765196,0.0016284841,0.0001341857,0.00006807557,0.0009925815],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997714,0.0002943845,0.0007058058,0.00050006295,0.00035741652,0.0004283308],"domain_scores_gemma":[0.99674165,0.00008434991,0.0009029322,0.00037319792,0.00019743036,0.0017004188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013454015,0.00014852731,0.0006163143,0.0004277633,0.00034394517,0.000022809194,0.000075169395,0.0000426342,0.0002457694],"category_scores_gemma":[0.0030331695,0.00013163715,0.00030032077,0.002434182,0.000015587872,0.000098708915,0.000020993886,0.00023235258,0.00015879734],"study_design_candidate":"not_applicable","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":[0.0052314615,0.0004016014,0.6227498,0.0079675205,0.0015385391,0.000015949843,0.0016539145,0.000319882,0.000031876076,0.00006308508,0.20419088,0.1558355],"study_design_scores_gemma":[0.0012973843,0.0013732868,0.090844035,0.00019125882,0.0030528486,3.0741765e-7,0.00025664884,0.0020780186,0.000016130196,0.000024419753,0.900688,0.00017767452],"about_ca_topic_score_codex":0.00087379565,"about_ca_topic_score_gemma":0.00095064833,"teacher_disagreement_score":0.6964971,"about_ca_system_score_codex":0.00021279167,"about_ca_system_score_gemma":0.00065480906,"threshold_uncertainty_score":0.53680074},"labels":[],"label_agreement":null},{"id":"W4243031333","doi":"10.21668/health.risk/2020.4.21","title":"Requirements to respiratory protection for workers (World practices reviewed)","year":2020,"lang":"en","type":"article","venue":"Health risk analysis","topic":"Human Health and Disease","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Hazardous waste; Personal protective equipment; Risk analysis (engineering); Work (physics); Quality (philosophy); Respirator; Engineering; Key (lock); Business; Operations management; Computer science; Computer security; Medicine; Waste management; Coronavirus disease 2019 (COVID-19); Mechanical engineering; Political science","score_opus":0.2552122495772573,"score_gpt":0.47525714168519984,"score_spread":0.22004489210794254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243031333","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":[0.30759904,0.04349386,0.07614783,0.54033494,0.0005821226,0.027735502,0.0003373924,0.00091894023,0.0028503502],"genre_scores_gemma":[0.74220175,0.0016003923,0.009964924,0.24163307,0.0017765196,0.0016284841,0.0001341857,0.00006807557,0.0009925815],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997714,0.0002943845,0.0007058058,0.00050006295,0.00035741652,0.0004283308],"domain_scores_gemma":[0.99674165,0.00008434991,0.0009029322,0.00037319792,0.00019743036,0.0017004188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013454015,0.00014852731,0.0006163143,0.0004277633,0.00034394517,0.000022809194,0.000075169395,0.0000426342,0.0002457694],"category_scores_gemma":[0.0030331695,0.00013163715,0.00030032077,0.002434182,0.000015587872,0.000098708915,0.000020993886,0.00023235258,0.00015879734],"study_design_candidate":"not_applicable","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":[0.0052314615,0.0004016014,0.6227498,0.0079675205,0.0015385391,0.000015949843,0.0016539145,0.000319882,0.000031876076,0.00006308508,0.20419088,0.1558355],"study_design_scores_gemma":[0.0012973843,0.0013732868,0.090844035,0.00019125882,0.0030528486,3.0741765e-7,0.00025664884,0.0020780186,0.000016130196,0.000024419753,0.900688,0.00017767452],"about_ca_topic_score_codex":0.00087379565,"about_ca_topic_score_gemma":0.00095064833,"teacher_disagreement_score":0.6964971,"about_ca_system_score_codex":0.00021279167,"about_ca_system_score_gemma":0.00065480906,"threshold_uncertainty_score":0.53680074},"labels":[],"label_agreement":null},{"id":"W4244976558","doi":"10.21668/health.risk/2019.3.07","title":"ENVIRONMENTAL FACTORS IN MULTIPLE SCLEROSIS, FOCUSING EXPOSURE TO ORGANIC SOLVENTS","year":2019,"lang":"en","type":"article","venue":"Health risk analysis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Multiple sclerosis; Environmental chemistry; Environmental science; Chemistry; Medicine; Immunology","score_opus":0.017173357423281476,"score_gpt":0.25173447215236217,"score_spread":0.2345611147290807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244976558","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":[0.99733704,0.0005976819,0.0014935263,0.00009870897,0.00005823298,0.00029548857,0.000104505845,0.000005713805,0.00000909438],"genre_scores_gemma":[0.99816024,0.00066410925,0.00042672543,0.00032511834,0.000041357325,0.000009629262,0.0002754475,0.000017367007,0.00008002647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863124,0.00010546998,0.00029516965,0.0004432296,0.0001795307,0.00034533505],"domain_scores_gemma":[0.9992771,0.000011593425,0.00012125738,0.00040532037,0.0000097269785,0.00017497028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453895,0.00015075663,0.00029229268,0.00018562921,0.00010377435,0.000018434235,0.00011874404,0.000088478315,0.00014948037],"category_scores_gemma":[0.000015691137,0.00014789024,0.00019225568,0.00037411426,0.000012529889,0.0000031892976,0.00011176165,0.00009789215,0.000033041888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018160505,0.000077476194,0.7447382,0.0000065516133,0.00013250686,3.1534597e-7,0.00017685781,0.0016299456,0.25202587,2.8366804e-7,0.00003459774,0.0011591949],"study_design_scores_gemma":[0.00046470363,0.00028408784,0.95123976,0.0000080263935,0.00007788086,3.0418153e-7,0.0005015839,0.00024005656,0.045917325,0.000001561625,0.0010908803,0.00017384112],"about_ca_topic_score_codex":0.0010476477,"about_ca_topic_score_gemma":0.00478944,"teacher_disagreement_score":0.2065015,"about_ca_system_score_codex":0.0001275638,"about_ca_system_score_gemma":0.000057145244,"threshold_uncertainty_score":0.6030789},"labels":[],"label_agreement":null},{"id":"W4293097912","doi":"10.21668/health.risk/2022.1.10.eng","title":"Schistosoma haematobium bilharziasis during overwintering in Adelie land: Health and operational risk in Antarctica","year":2022,"lang":"en","type":"article","venue":"Health risk analysis","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":3,"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":"Terres Australes et Antarctiques Françaises; Université de Strasbourg; University of Toronto; Polar Knowledge Canada","keywords":"Schistosoma haematobium; Niridazole; Schistosomiasis; Medicine; Schistosoma; Surgery; Schistosoma mansoni; Immunology; Helminths","score_opus":0.01156538511999965,"score_gpt":0.3012194734081154,"score_spread":0.28965408828811573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293097912","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":[0.9875429,0.009354889,0.00010529178,0.002213153,0.00015682512,0.00019159455,0.00036328964,0.000027777565,0.00004422526],"genre_scores_gemma":[0.9946444,0.0039957175,0.00016102675,0.0006476342,0.000015077096,0.00007440794,0.0002522942,0.000011457192,0.00019798458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762625,0.0008243788,0.00063201145,0.0004152854,0.0000620762,0.00044001607],"domain_scores_gemma":[0.999234,0.00013973264,0.00030639823,0.0002272497,0.000019300162,0.00007327018],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006289934,0.00014728298,0.0005460298,0.001000954,0.00094398245,0.000019743877,0.000112311405,0.000052710362,0.0009932226],"category_scores_gemma":[0.00006907566,0.00015270579,0.00012247339,0.00088323455,0.000043684584,0.00010385941,0.00013930417,0.0007903591,0.000030925214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001813004,0.00018910828,0.9915839,0.000031984164,0.00033609426,0.000008251384,0.0028613026,0.0031474798,0.00021046601,0.00005668839,0.00020721942,0.0011861945],"study_design_scores_gemma":[0.0012284481,0.000191613,0.9886453,0.000029584091,0.00008337061,0.00007818907,0.0016318129,0.0015113766,0.000035880083,0.000030129979,0.006365702,0.0001685737],"about_ca_topic_score_codex":0.04947208,"about_ca_topic_score_gemma":0.023797508,"teacher_disagreement_score":0.025674572,"about_ca_system_score_codex":0.0004959816,"about_ca_system_score_gemma":0.00020912992,"threshold_uncertainty_score":0.99992},"labels":[],"label_agreement":null},{"id":"W4312611821","doi":"10.21668/health.risk/2022.2.09.eng","title":"Assesment of scientists’ lifestyle and risk factors affecting their professional efficiency","year":2022,"lang":"en","type":"article","venue":"Health risk analysis","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Cognition; Quarter (Canadian coin); Psychology; Gerontology; Subclinical infection; Medicine; Psychiatry; Clinical psychology; Environmental health; Pathology","score_opus":0.02488033823868652,"score_gpt":0.3599548435194382,"score_spread":0.33507450528075167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312611821","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":[0.9938684,0.0018139186,0.0009988796,0.0016460777,0.00039619886,0.00076601526,0.00032226735,0.000050755843,0.0001374877],"genre_scores_gemma":[0.99810463,0.00081844546,0.0003364747,0.0002545921,0.00008114756,0.00003462621,0.000100093785,0.000018176246,0.00025182567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99500304,0.0020436954,0.000940076,0.00052811037,0.0008767701,0.0006082747],"domain_scores_gemma":[0.99708176,0.00054160465,0.0010382596,0.0004586622,0.00015690444,0.000722786],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007895056,0.0001895379,0.00093932304,0.0008582551,0.0016628313,0.00001622451,0.00011305287,0.00006733573,0.00027019568],"category_scores_gemma":[0.0004226619,0.0001409473,0.00025606318,0.0028087292,0.00007399201,0.000051757797,0.00014297654,0.0007601394,0.00000176597],"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":[0.000023609351,0.0002928987,0.9820527,0.0004396344,0.00034274414,0.0000025938111,0.006308304,0.00020571954,0.000005643934,0.0000670499,0.00036947572,0.009889635],"study_design_scores_gemma":[0.0005499326,0.0007951358,0.9749029,0.000054668835,0.00032686163,0.000013757862,0.010068451,0.007459111,0.000011934541,0.000015843361,0.005681468,0.000119890785],"about_ca_topic_score_codex":0.04706457,"about_ca_topic_score_gemma":0.0011162423,"teacher_disagreement_score":0.045948327,"about_ca_system_score_codex":0.00042286253,"about_ca_system_score_gemma":0.0023870913,"threshold_uncertainty_score":0.9996369},"labels":[],"label_agreement":null}]}