{"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":"532e8a1ab688","filters":{"venue":"Infezioni in Medicina"}},"results":[{"id":"W4389365579","doi":"10.53854/liim-3104-2","title":"Synergistic fight against future pandemics: Lessons from previous pandemics","year":2023,"lang":"en","type":"review","venue":"Infezioni in Medicina","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ambrose University","funders":"","keywords":"Pandemic; Preparedness; Public health; Economic growth; Health care; Population; Global health; Urbanization; Development economics; Business; Political science; Environmental planning; Geography; Disease; Infectious disease (medical specialty); Environmental health; Medicine; Economics; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Olalekan John Okesanya","is_ca":false},{"name":"Gbolahan Olatunji","is_ca":false},{"name":"Emery Manirambona","is_ca":false},{"name":"Mba Mercy Oluebube","is_ca":false},{"name":"Noah Olabode Olaleke","is_ca":false},{"name":"Aderonke Cecilia Ogunlayi","is_ca":false},{"name":"Jerico Bautista Ogaya","is_ca":false},{"name":"Elijah Kolawole Oladipo","is_ca":false},{"name":"O. A. Igbalajobi","is_ca":true},{"name":"Tolutope Adebimpe Oso","is_ca":false},{"name":"Don Eliseo Lucero‐Prisno","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09071663958084217,"gpt":0.4096782765698499,"spread":0.3189616369890077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0133446,0.00184321,0.00167745,0.001298825,0.004190856,0.007737863,0.003343908,0.009465891,0.01023709],"category_scores_gemma":[0.01476716,0.000536809,0.001859618,0.0008940661,0.007955591,0.01752575,0.008367066,0.01505045,0.003677899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002875727,"about_ca_system_score_gemma":0.01610438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004136002,"about_ca_topic_score_gemma":0.009917565,"domain_scores_codex":[0.9945128,0.002734466,0.0002631644,0.0005063462,0.001009047,0.0009741657],"domain_scores_gemma":[0.9858288,0.005601543,0.0006433635,0.0009043871,0.002993751,0.004028188],"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":[0.0002755081,0.0005963047,0.003029434,0.005446307,0.0003254931,0.001663868,0.009572593,0.002797884,0.001508825,0.07696145,0.512802,0.3850203],"study_design_scores_gemma":[0.00008519449,0.0004367909,0.001306876,0.004913225,0.000141112,0.0008292692,0.01144728,0.0006613869,0.0007541054,0.1342991,0.8450001,0.000125657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003987967,0.1531578,0.007040642,0.783532,0.02214171,0.0001219624,0.0002083469,0.0002549542,0.02955463],"genre_scores_gemma":[0.1479611,0.3596538,0.02864305,0.4235513,0.02060841,0.0004192991,0.0004620572,0.0002764751,0.01842449],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0133446,"threshold_uncertainty_score":0.07057387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402378058","doi":"10.53854/liim-3203-5","title":"Frequency and distribution of eschar in patients with scrub typhus in India: systematic review of literature and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Infezioni in Medicina","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","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 Manitoba","funders":"","keywords":"Eschar; Scrub typhus; Meta-analysis; Medicine; Distribution (mathematics); Systematic review; Dermatology; Pathology; Biology; MEDLINE; Mathematics","authors":[{"name":"Nitin Gupta","is_ca":false},{"name":"Tirlangi Praveen Kumar","is_ca":false},{"name":"Carl Boodman","is_ca":true},{"name":"Kim Fontaine","is_ca":false},{"name":"Emmanuel Bottieau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01327941520614119,"gpt":0.2812881397370718,"spread":0.2680087245309307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008571664,0.001990634,0.01367841,0.007900165,0.0006005255,0.002946241,0.001705313,0.001747379,0.003038008],"category_scores_gemma":[0.02514752,0.001256833,0.02812602,0.01064142,0.0005881453,0.001380684,0.001345873,0.001287469,0.000243107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980811,"about_ca_system_score_gemma":0.003642649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008437158,"about_ca_topic_score_gemma":0.01853712,"domain_scores_codex":[0.992782,0.002770236,0.002522187,0.0008467521,0.0007594708,0.0003194279],"domain_scores_gemma":[0.9794884,0.01497296,0.003231242,0.00055954,0.001527836,0.0002200316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001272528,0.0000255218,0.01240342,0.5456634,0.4282738,0.0002366332,0.0001449125,0.000428299,0.0002121458,0.0001167298,0.0007946606,0.01042801],"study_design_scores_gemma":[0.000350451,0.0001911209,0.01393442,0.05339194,0.929466,0.0002306095,0.0001107222,0.0001839437,0.0001138218,0.0001539461,0.001840771,0.00003231653],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008052487,0.9899994,0.0002829337,0.0001668327,0.0000999034,0.0001943757,0.0009459629,0.00001789341,0.0002403351],"genre_scores_gemma":[0.2029952,0.7922339,0.001427482,0.0006927748,0.0002272856,0.0008316093,0.001304411,0.00002375566,0.0002635835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01367841,"threshold_uncertainty_score":0.04533184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392473283","doi":"10.53854/liim-3201-8","title":"Development of a clinical scoring system to make a presumptive diagnosis of Kyasanur Forest Disease: a case-control study from South India","year":2024,"lang":"en","type":"article","venue":"Infezioni in Medicina","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Receiver operating characteristic; myalgia; Odds ratio; Internal medicine; Logistic regression; Leukopenia; Disease; Univariate analysis; Retrospective cohort study; Scoring system; Confidence interval; Multivariate analysis","authors":[{"name":"Nitin Gupta","is_ca":false},{"name":"Carl Boodman","is_ca":true},{"name":"Kavitha Saravu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05202530942017917,"gpt":0.3747937428502379,"spread":0.3227684334300587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002626361,0.0005106982,0.0004488666,0.001890296,0.0008978366,0.001092185,0.0007496657,0.0005690454,0.001186222],"category_scores_gemma":[0.004982984,0.0005854546,0.0005600973,0.0009591212,0.0007674156,0.0004283904,0.0005957036,0.0005751232,0.0002445343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006579618,"about_ca_system_score_gemma":0.0005365466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009757768,"about_ca_topic_score_gemma":0.005309805,"domain_scores_codex":[0.9986497,0.0004433778,0.0001980317,0.0002906104,0.0002864972,0.0001319012],"domain_scores_gemma":[0.9972636,0.0009026819,0.0007669343,0.0003742706,0.0004918116,0.0002007983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001806985,0.0001524973,0.9968579,0.00001825578,0.00003983392,0.0004478809,0.0004347913,0.00003696847,0.0005390843,0.0000279113,0.00006379049,0.001200423],"study_design_scores_gemma":[0.00006792747,0.0006585232,0.9944477,0.00002203026,0.0000894283,0.002649445,0.0008593469,0.0006289101,0.0002591883,0.00002965243,0.0002706227,0.00001715902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992618,0.00007336302,0.000308011,0.00001823249,0.000004924428,0.00007893187,0.00006292624,0.000003998522,0.0001878253],"genre_scores_gemma":[0.9992418,0.00005893862,0.0004361358,0.00001623061,0.000009020378,0.00004325976,0.0001415858,0.000002079473,0.00005080977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009757768,"threshold_uncertainty_score":0.01940191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379207039","doi":"10.53854/liim-3102-4","title":"Infezioni in Medicina","year":2023,"lang":"it","type":"review","venue":"Infezioni in Medicina","topic":"Urinary Tract Infections Management","field":"Medicine","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 Manitoba","funders":"","keywords":"Fosfomycin; Medicine; Antimicrobial; Urinary system; Internal medicine; Clinical trial; Antibiotics; Randomized controlled trial; Intensive care medicine; Surgery; Microbiology; Biology","authors":[{"name":"Shreya Das Adhikari","is_ca":false},{"name":"Souvik Chaudhuri","is_ca":false},{"name":"Carl Boodman","is_ca":true},{"name":"Mukund Gupta","is_ca":false},{"name":"Marco Schito","is_ca":false},{"name":"Heather Stone","is_ca":false},{"name":"Nitin Gupta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1041643690197842,"gpt":0.4096327799635683,"spread":0.3054684109437841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260085,0.001236823,0.002772499,0.0074458,0.0004208646,0.003479077,0.0007675411,0.00139781,0.01537318],"category_scores_gemma":[0.008468338,0.000455056,0.002076931,0.007025534,0.001245958,0.001591214,0.001281967,0.001494329,0.002273714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199482,"about_ca_system_score_gemma":0.005598445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00401755,"about_ca_topic_score_gemma":0.004476518,"domain_scores_codex":[0.9960319,0.001209238,0.001060748,0.0003875982,0.001138793,0.0001716303],"domain_scores_gemma":[0.9945551,0.003436028,0.001298553,0.0001140448,0.000484752,0.0001114445],"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":[0.0001325488,0.00004154449,0.0007953451,0.4235528,0.001107048,0.0002422065,0.0002579876,0.0001440874,0.0004084655,0.004194387,0.02856575,0.5405578],"study_design_scores_gemma":[0.00009162651,0.0001077558,0.00348459,0.3341459,0.002354771,0.00224396,0.0002252515,0.00006714524,0.0002767608,0.001742465,0.6552344,0.00002541367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001018569,0.9981926,0.00004091525,0.0002397558,0.0002281908,0.00001725269,0.00006276744,0.000005973445,0.001110707],"genre_scores_gemma":[0.002566816,0.9959858,0.0001944181,0.0005002483,0.0002621044,0.00002646236,0.00007980737,0.000003676106,0.0003806015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01537318,"threshold_uncertainty_score":0.05142838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}