{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"ba30208e38e1","filters":{"venue":"Springer Seminars in Immunopathology"}},"results":[{"id":"W2090738896","doi":"10.1007/s00281-006-0042-3","title":"Recombinant vesicular stomatitis virus as an HIV-1 vaccine vector","year":2006,"lang":"en","type":"review","venue":"Springer Seminars in Immunopathology","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Virology; Vesicular stomatitis virus; Biology; Simian immunodeficiency virus; Immunogenicity; AIDS Vaccines; Vector (molecular biology); Viral vector; Attenuated vaccine; Virus; Recombinant DNA; Antigen; Immunology; Vaccination; Vaccine trial; Genetics; Virulence; Gene","authors":[{"name":"David K. Clarke","is_ca":true},{"name":"David Cooper","is_ca":true},{"name":"Michael A. Egan","is_ca":true},{"name":"R. Michael Hendry","is_ca":true},{"name":"Christopher L. Parks","is_ca":true},{"name":"Stephen A. Udem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01861972716730939,"gpt":0.3235609180706129,"spread":0.3049411909033035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005724716,0.0008170079,0.003199429,0.0007419509,0.000118468,0.0000227762,0.0005053441,0.001182382,0.0007112105],"category_scores_gemma":[0.0002501425,0.0007256608,0.0005795492,0.0004702656,0.0001905874,0.0001358662,0.0002431795,0.00126839,0.001131495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979166,"about_ca_system_score_gemma":0.0003621595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121449,"about_ca_topic_score_gemma":0.00003577396,"domain_scores_codex":[0.9959786,0.0007008031,0.001228619,0.001048152,0.0002188599,0.0008249496],"domain_scores_gemma":[0.9977645,0.0001420227,0.0004646027,0.0013891,0.00005728041,0.0001825467],"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":[0.0003400776,0.00195737,0.002486142,0.009696296,0.0002470659,0.0203495,0.0001177091,6.788939e-7,0.0002311424,0.0005189692,0.005292829,0.9587622],"study_design_scores_gemma":[0.001424127,0.00169974,0.01612574,0.01444866,0.001765438,0.005233596,0.00002021142,0.000004060585,0.00003469861,0.0002043016,0.9582568,0.0007826087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0181054,0.9772896,0.000005970572,0.00007366788,0.001068289,0.001136549,0.00006332401,0.0001705647,0.002086635],"genre_scores_gemma":[0.0008420195,0.9938931,0.0003783157,0.0002215244,0.000258131,0.0003699014,0.0006584196,0.0001657999,0.003212789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9579796,"threshold_uncertainty_score":0.9996462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120013965","doi":"10.1007/s002810000014","title":"The role of CpG in DNA vaccines","year":2000,"lang":"en","type":"review","venue":"Springer Seminars in Immunopathology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Immune system; DNA vaccination; Immunology; Biology; Antigen; CpG site; Virology; Immunotherapy; Antibody; Cytotoxic T cell; DNA methylation; Immunization; Gene; In vitro; Gene expression; Genetics","authors":[{"name":"Michael J. McCluskie","is_ca":true},{"name":"Risini D. Weeratna","is_ca":true},{"name":"Heather L. Davis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01058825403634891,"gpt":0.2699680382931814,"spread":0.2593797842568326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00155682,0.0007173581,0.002608158,0.0008827242,0.0001829628,0.00002067007,0.001543394,0.001321273,0.0007976055],"category_scores_gemma":[0.0002380396,0.0005259826,0.0005551078,0.0007539366,0.0006442121,0.00008815845,0.0003143558,0.001598369,0.0004135746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585792,"about_ca_system_score_gemma":0.0003380408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113442,"about_ca_topic_score_gemma":0.00004381846,"domain_scores_codex":[0.9943255,0.002030538,0.001948401,0.000638046,0.00005991698,0.0009976301],"domain_scores_gemma":[0.9963802,0.001525487,0.0006798466,0.00136156,0.00004047209,0.00001244094],"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":[0.0004925115,0.0001966449,0.0001698062,0.0004779308,0.0001532095,0.00005560563,0.0004541582,3.752321e-7,0.002471146,0.0002817425,0.0001170838,0.9951298],"study_design_scores_gemma":[0.0007498392,0.0002291005,0.0003781156,0.006925567,0.0001140931,0.0007330276,0.0002136273,1.466479e-7,0.001567197,0.0002723529,0.9883582,0.000458705],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004933279,0.9900445,4.591947e-7,0.00001815624,0.001252548,0.0007891422,0.00002645718,0.00003898245,0.002896512],"genre_scores_gemma":[0.001024785,0.9928851,0.0000174653,0.00001440732,0.00002572551,0.0004531228,0.00004636441,0.00009419987,0.005438878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9946711,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088857466","doi":"10.1007/s00281-006-0027-2","title":"Generation and maintenance of human memory cells during viral infection","year":2006,"lang":"en","type":"review","venue":"Springer Seminars in Immunopathology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Immunology; Viremia; Virology; Immune system; Biology; Virus; Memory T cell; Chronic infection; Measles virus; Effector; Measles; Vaccination; T cell","authors":[{"name":"Rabih Halwani","is_ca":true},{"name":"Mehrnoosh Doroudchi","is_ca":true},{"name":"Bader Yassine‐Diab","is_ca":true},{"name":"Loury Janbazian","is_ca":true},{"name":"Yu Shi","is_ca":true},{"name":"Elias A. Said","is_ca":true},{"name":"Elias K. Haddad","is_ca":true},{"name":"Rafick‐Pierre Sékaly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01885901794176759,"gpt":0.2654495029135855,"spread":0.2465904849718179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005868734,0.0006665555,0.002185449,0.0008229573,0.0002276293,0.00001597638,0.0003756753,0.001552729,0.0001596636],"category_scores_gemma":[0.0000403654,0.0006393304,0.000321302,0.000276962,0.0008293636,0.0001090569,0.0004336745,0.0012588,0.0001174466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961536,"about_ca_system_score_gemma":0.00008809107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798722,"about_ca_topic_score_gemma":0.00009805999,"domain_scores_codex":[0.9961442,0.0008099762,0.001420845,0.0008533993,0.00004644948,0.0007251364],"domain_scores_gemma":[0.9982063,0.0001144413,0.0008845648,0.000713733,0.00006380867,0.00001711501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002626612,0.0002016594,0.0001832358,0.002501138,0.0001043621,0.00009564545,0.0001658055,0.000001860334,0.8771888,0.0001095895,0.0003701968,0.1190514],"study_design_scores_gemma":[0.003882292,0.001137659,0.001236075,0.01128237,0.001078565,0.003984268,0.00007941843,0.000001811863,0.3125542,0.0001399871,0.6625203,0.002103034],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2371853,0.7597393,0.000007078852,0.000003511942,0.001737588,0.0005007139,0.00002317796,0.0000549537,0.0007483371],"genre_scores_gemma":[0.03333875,0.9583672,0.00006880662,0.000007972798,0.00009559258,0.0001396443,0.0002100497,0.00008132414,0.007690617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6621501,"threshold_uncertainty_score":0.9997435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085407133","doi":"10.1007/s00281-005-0005-0","title":"Allograft rejection: effect of local synthesis of complement","year":2005,"lang":"en","type":"review","venue":"Springer Seminars in Immunopathology","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Complement (music); Immunology; Medicine; Biology; Genetics","authors":[{"name":"Steven H. Sacks","is_ca":true},{"name":"Wuding Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01944133796621468,"gpt":0.3128777455082685,"spread":0.2934364075420538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001718911,0.0007276091,0.004377141,0.0009647798,0.00006764614,0.000004830505,0.0009877478,0.0007540133,0.00189247],"category_scores_gemma":[0.0002588455,0.000642978,0.0008842258,0.0004646416,0.0008307075,0.00004661375,0.0006208327,0.0006311334,0.0001776433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917579,"about_ca_system_score_gemma":0.0001648095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008575423,"about_ca_topic_score_gemma":0.00003197834,"domain_scores_codex":[0.9935984,0.002536138,0.002359558,0.0007382881,0.0001046859,0.0006629176],"domain_scores_gemma":[0.9951243,0.002123741,0.00141408,0.001238782,0.00007380096,0.00002530484],"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":[0.0001629478,0.0003017149,0.0008488136,0.01211558,0.0005380259,0.00004900176,0.00008078071,0.000003309805,0.0005422567,0.00009673749,0.0009231505,0.9843377],"study_design_scores_gemma":[0.0008898049,0.0009100013,0.0003527763,0.02772008,0.001577485,0.0006234924,0.0001053874,4.344216e-7,0.003504244,0.000006308692,0.9637656,0.0005443884],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001661491,0.9942139,0.00004327888,0.000007219551,0.001367462,0.001435934,0.0002128284,0.00005206458,0.001005828],"genre_scores_gemma":[0.02082289,0.9777617,0.0001248833,0.000004271186,0.00004377934,0.0006948157,0.0001391859,0.00007638253,0.0003320307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837933,"threshold_uncertainty_score":0.9996021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}