{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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","author_layer_release":"2026-06-26"},"query_hash":"5140c7d94933","filters":{"venue":"Journal of Human Virology & Retrovirology"}},"results":[{"id":"W2166115430","doi":"10.15406/jhvrv.2014.01.00024","title":"The 2014 Ebola Virus Outbreak in West Africa: Current Perspectives for Prevention and Treatment","year":2014,"lang":"en","type":"article","venue":"Journal of Human Virology & Retrovirology","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"InterDigital (Canada)","funders":"","keywords":"Outbreak; Virology; Ebola virus; Ebolavirus; Geography; Medicine","authors":[{"name":"Jocelyn Yelle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03323109819140607,"gpt":0.3625636834371119,"spread":0.3293325852457058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023807,0.0001657147,0.0005184283,0.0003598873,0.000285642,0.00002379956,0.0001059463,0.0001668087,0.00005088238],"category_scores_gemma":[0.0001924834,0.000101489,0.0002080664,0.00007960235,0.0004410705,0.00007926571,0.00004600597,0.0004784908,0.000009764109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856129,"about_ca_system_score_gemma":0.0000698192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003874517,"about_ca_topic_score_gemma":0.0005194425,"domain_scores_codex":[0.9983466,0.0003796676,0.0005221178,0.0002299223,0.0001385214,0.0003831474],"domain_scores_gemma":[0.9988504,0.00037671,0.000298186,0.0001901732,0.0001623243,0.0001222084],"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":[0.01275682,0.006181487,0.188246,0.0001525523,0.00156351,0.0001490206,0.006240736,0.00007251714,0.396887,0.04613244,0.007988314,0.3336297],"study_design_scores_gemma":[0.01406419,0.06383513,0.7857561,0.00005566474,0.0005070687,0.001203734,0.0009211572,0.0006551812,0.001336442,0.01081655,0.1205923,0.000256482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911301,0.004613443,0.0005892942,0.00238477,0.0002456573,0.0003967685,0.000003125168,0.00000862621,0.0006282668],"genre_scores_gemma":[0.9967303,0.002102092,0.00008224164,0.00005690993,0.0005077869,0.00004197311,0.000002783797,0.00001716785,0.0004587355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5975101,"threshold_uncertainty_score":0.41386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319239695","doi":"10.15406/jhvrv.2022.09.00247","title":"Covid 19: health promotion strategies suited to further global containment of the pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Human Virology & Retrovirology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":3,"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":"","keywords":"Pandemic; Public health; Government (linguistics); Public relations; Herd immunity; Business; Health promotion; CLARITY; Promotion (chess); Vaccination; Global health; Political science; Economic growth; Environmental health; Coronavirus disease 2019 (COVID-19); Medicine; Virology; Nursing; Disease; Infectious disease (medical specialty); Economics; Politics; Biology","authors":[{"name":"Andrew Macnab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03694355172652495,"gpt":0.3675731307771759,"spread":0.3306295790506509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002755364,0.0001229777,0.0004628233,0.0001372313,0.0009451817,0.00001674797,0.0006840716,0.0001230883,0.001568966],"category_scores_gemma":[0.0002663818,0.00009715369,0.0001839735,0.0003037669,0.0001497791,0.0001173967,0.0001785265,0.0005346767,0.000003285959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108141,"about_ca_system_score_gemma":0.001803691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006711598,"about_ca_topic_score_gemma":0.005621739,"domain_scores_codex":[0.9958056,0.002434771,0.0006934454,0.0001867258,0.0004610246,0.0004184449],"domain_scores_gemma":[0.9983338,0.0001099995,0.0009804339,0.0002153451,0.00009413146,0.0002663453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008316684,0.0006770858,0.8789986,0.0000286629,0.0002125546,0.00007554929,0.02328569,0.001401521,0.007642952,0.07271636,0.01283936,0.001289988],"study_design_scores_gemma":[0.003513367,0.02088733,0.810025,0.00001353387,0.0001351606,0.0004360272,0.02458052,0.000006999008,0.00002465735,0.07468855,0.06539837,0.0002905094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544911,0.0004924694,0.0002565235,0.04320159,0.0005356271,0.0003211477,0.00001536772,0.00001500013,0.0006711389],"genre_scores_gemma":[0.9918144,0.00006705229,0.00002865875,0.007685819,0.00022895,0.00001072521,0.000001878541,0.000008056931,0.0001544271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06897363,"threshold_uncertainty_score":0.9993438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197432410","doi":"","title":"The quot Flu Seasons quot and the Missing Data A Matched Pair Analysis Northern and Southern Hemispheres and Hong Kong China","year":2015,"lang":"en","type":"article","venue":"Journal of Human Virology & Retrovirology","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Richmond Hospital","funders":"","keywords":"McNemar's test; Contingency table; Statistics; Demography; Geography; Mathematics; Sociology","authors":[{"name":"Vincent Kay Lo Ip","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03880613003521989,"gpt":0.2609734671768709,"spread":0.222167337141651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00281154,0.0002197575,0.0006769711,0.00003698019,0.0007116433,0.0001057683,0.000634811,0.0001802981,0.00005021014],"category_scores_gemma":[0.000435767,0.00007073917,0.0001302672,0.0001794511,0.001522548,0.0001422973,0.0006117126,0.0004096654,0.000003213466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406329,"about_ca_system_score_gemma":0.00001432443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004319001,"about_ca_topic_score_gemma":0.006037918,"domain_scores_codex":[0.9975297,0.00105075,0.0004783274,0.0003763314,0.0001644233,0.0004004977],"domain_scores_gemma":[0.9979934,0.0009419398,0.0005724081,0.0002011538,0.00006531469,0.0002258362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001157916,0.00004642355,0.9793797,0.00000706435,0.0009808585,0.00004397149,0.0006665491,0.00001901695,0.00440101,0.0007847605,0.001714247,0.01079855],"study_design_scores_gemma":[0.001238362,0.0008922754,0.9801712,0.000005888191,0.001233077,0.0001227799,0.00271946,0.002249198,0.000002661434,0.007587626,0.003601528,0.0001759166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624943,0.006916582,0.00002219613,0.03023517,0.00005333486,0.0001148008,0.00001781005,0.00001487417,0.0001309375],"genre_scores_gemma":[0.9981015,0.000442101,0.00004788501,0.0009002326,0.0002917551,0.000002671757,0.00001923906,0.000002895164,0.0001916683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03560726,"threshold_uncertainty_score":0.5609891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197137013","doi":"","title":"ldquo Hit and Run rdquo in Metagenomic Era High Hopes","year":2017,"lang":"en","type":"article","venue":"Journal of Human Virology & Retrovirology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Metagenomics; Computational biology; Biology; Computer science; Genetics","authors":[{"name":"Ivan Brukner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01474181692635887,"gpt":0.2919757977050302,"spread":0.2772339807786713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122358,0.000227639,0.0005808818,0.0002986515,0.0002900944,0.00006935237,0.0008637094,0.0005422941,0.00008950121],"category_scores_gemma":[0.0005326675,0.0001887847,0.000145108,0.00003223653,0.001268581,0.00002032359,0.0004917301,0.0006568112,0.00001585974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002897635,"about_ca_system_score_gemma":0.0001289112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007828536,"about_ca_topic_score_gemma":0.0002902847,"domain_scores_codex":[0.9979517,0.000201243,0.0007729732,0.0002985421,0.0002300347,0.0005454608],"domain_scores_gemma":[0.998332,0.00004764746,0.0006901943,0.0005747903,0.0001245229,0.0002308517],"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":[0.0007174659,0.0002037699,0.06014584,0.00004915709,0.0003004507,0.0002118602,0.0001803076,0.00001564706,0.9257652,0.0004693349,0.003156259,0.008784715],"study_design_scores_gemma":[0.005432557,0.009411016,0.9299606,0.00002085207,0.0001190273,0.0006049014,0.0001081464,0.00007025791,0.02241825,0.003575729,0.02786171,0.0004169658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950859,0.001208764,0.0001080202,0.002578669,0.0003339675,0.0001210646,0.000009232437,0.000003017992,0.0005513646],"genre_scores_gemma":[0.9954866,0.001738211,0.0008209602,0.0009865065,0.0005435699,0.000003961173,0.00001400445,0.00002088774,0.0003853386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.903347,"threshold_uncertainty_score":0.7698417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398254689","doi":"10.15406/jhvrv.2024.11.00276","title":"Covid-19: Lessons from the pandemic in sub-Saharan Africa relevant to the WHO IA2030 vaccination agenda","year":2024,"lang":"en","type":"article","venue":"Journal of Human Virology & Retrovirology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"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":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Economic growth; Development economics; Geography; Medicine; Outbreak; Economics; Infectious disease (medical specialty); Disease","authors":[{"name":"Andrew Macnab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05387005240395231,"gpt":0.3658259290021001,"spread":0.3119558765981478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003546068,0.000190954,0.000460237,0.0003386988,0.0008112043,0.000111324,0.001017115,0.0003363471,0.001014717],"category_scores_gemma":[0.001675448,0.0001185874,0.0002228681,0.0004935775,0.0001082631,0.0002508798,0.000121315,0.001214748,0.0001122466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498816,"about_ca_system_score_gemma":0.0006993591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007330246,"about_ca_topic_score_gemma":0.02875632,"domain_scores_codex":[0.9963564,0.001647238,0.0007322789,0.0003420077,0.0003694672,0.0005525628],"domain_scores_gemma":[0.9972175,0.00182854,0.0003099358,0.00032554,0.00008670239,0.0002317262],"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":[0.0007558085,0.0002235329,0.1064845,0.00003133365,0.0004496097,0.001552505,0.08604515,0.0005232207,0.01727012,0.02984379,0.7390034,0.01781699],"study_design_scores_gemma":[0.000706805,0.0007298867,0.3120854,0.00002691976,0.0001355447,0.00007076959,0.0009478597,0.00005152476,0.0000220718,0.03097121,0.6540876,0.0001644595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7968492,0.0125033,0.0004366758,0.1881261,0.0008848919,0.0002777487,0.00001763396,0.00003737382,0.0008670505],"genre_scores_gemma":[0.9824371,0.004259923,0.00002097678,0.01138156,0.001420474,0.00001591505,0.000004020865,0.00002139311,0.0004386561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2056008,"threshold_uncertainty_score":0.9998985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}