{"meta":{"query_hash":"8c17d1ba0d77","filters":{"venue":"Advances in Infectious Diseases"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/8c17d1ba0d77","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+Infectious+Diseases"},"results":[{"id":"W2953894598","doi":"10.4236/aid.2019.92009","title":"Chronic Immune Activation and Sexual Exposure among HIV Serodiscordant Couples in Senegal","year":2019,"lang":"en","type":"article","venue":"Advances in Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Medical Research Council; Canadian Institutes of Health Research; Université de Montréal; International Development Research Centre; Medical Research Charities Group","keywords":"Notice; Serodiscordant; Human immunodeficiency virus (HIV); Editorial board; Ideal (ethics); Dominance (genetics); Political science; Engineering ethics; Medicine; Psychology; Law; Engineering; Family medicine; Library science; Biology; Antiretroviral therapy; Computer science","score_opus":0.005204521975343161,"score_gpt":0.2865289346526136,"score_spread":0.28132441267727043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953894598","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":[0.987541,0.009622469,0.00014389066,0.00008767435,0.000060664453,0.0005177039,0.00002493777,0.00004902173,0.0019526083],"genre_scores_gemma":[0.9961407,0.0015226966,0.000011979823,0.000016434573,0.00009434317,0.00009683042,0.00007853068,0.000016197631,0.0020222554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989403,0.00006229417,0.00026201503,0.00027120582,0.00018848907,0.0002757321],"domain_scores_gemma":[0.999474,0.00011067459,0.000061756684,0.00020099318,0.00004485241,0.000107740394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009011096,0.00013120663,0.0002456471,0.00025305775,0.000046952642,0.000027378233,0.00005152204,0.00004254392,0.00024813064],"category_scores_gemma":[0.00020981135,0.000117370604,0.000052589585,0.0002856745,0.000120713616,0.000702379,0.00005001773,0.00021103396,0.000029536475],"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":[0.00010068551,0.00026107638,0.97381735,0.00034735678,0.000019703873,0.000017429307,0.000077745186,0.00038001317,0.0031389622,0.00013687968,0.00007488539,0.02162794],"study_design_scores_gemma":[0.0027839255,0.0021015573,0.98984116,0.00067679124,0.000017996375,0.000014727359,0.0005219073,0.0019491038,0.0006247263,0.0003386032,0.00097424974,0.00015522906],"about_ca_topic_score_codex":0.00028033977,"about_ca_topic_score_gemma":0.0017959087,"teacher_disagreement_score":0.021472711,"about_ca_system_score_codex":0.00019826344,"about_ca_system_score_gemma":0.00010474948,"threshold_uncertainty_score":0.47862342},"labels":[],"label_agreement":null},{"id":"W3041876901","doi":"10.4236/aid.2020.103008","title":"Practical Guideline for Screening the Patients with SARS-CoV-2 Infection and Persian Gulf Criteria for Diagnosis of COVID-19","year":2020,"lang":"en","type":"article","venue":"Advances in Infectious Diseases","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; ARDS; Asymptomatic; Outbreak; Pandemic; Viral pneumonia; Pneumonia; Disease; Throat; Atypical pneumonia; Virology; Intensive care medicine; Immunology; Coronavirus disease 2019 (COVID-19); Lung; Internal medicine; Infectious disease (medical specialty); Surgery","score_opus":0.05287337298227313,"score_gpt":0.4129209954047972,"score_spread":0.3600476224225241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041876901","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":[0.6752141,0.0016469011,0.22858997,0.08798309,0.00032978045,0.0053553586,0.0005762951,0.00026065603,0.000043819284],"genre_scores_gemma":[0.9599403,0.00048742993,0.0047198813,0.033590637,0.00020163716,0.00090672914,0.00011344848,0.00003903603,8.936646e-7],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870884,0.000071134426,0.00039360282,0.00038987384,0.00020754746,0.00022901941],"domain_scores_gemma":[0.9971674,0.0019661111,0.0002242313,0.00018990856,0.00028255317,0.00016979016],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001756275,0.00019079546,0.00035460969,0.000113826754,0.0001703369,0.000032461165,0.00005318944,0.000055841865,0.000014457424],"category_scores_gemma":[0.009841449,0.0001417924,0.00010559312,0.0003104097,0.00020344595,0.00037690462,0.000048253765,0.000098796874,4.6993776e-7],"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":[0.0015032246,0.0006131785,0.9736389,0.00104989,0.000076156175,0.000004152732,0.00033928893,0.0008085904,0.000033492714,0.0001521066,0.01499476,0.006786264],"study_design_scores_gemma":[0.020329311,0.007620247,0.12464184,0.0006846494,0.001629808,0.000020034033,0.00035102724,0.009039079,0.0016613514,0.0016031188,0.8317501,0.000669418],"about_ca_topic_score_codex":0.00020760491,"about_ca_topic_score_gemma":0.0002582992,"teacher_disagreement_score":0.84899706,"about_ca_system_score_codex":0.00011831681,"about_ca_system_score_gemma":0.00019932709,"threshold_uncertainty_score":0.9984991},"labels":[],"label_agreement":null},{"id":"W4226487479","doi":"10.4236/aid.2022.121013","title":"Use of Critical Ethnography to Study the PMTCT Program","year":2022,"lang":"en","type":"article","venue":"Advances in Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Saskatchewan; University of Alberta","funders":"","keywords":"Critical ethnography; Ethnography; Context (archaeology); Qualitative research; Phenomenon; Meaning (existential); Sociology; Medicine; Nursing; Gender studies; Psychology; Epistemology; Social science","score_opus":0.03775702848475329,"score_gpt":0.428394909637353,"score_spread":0.3906378811525997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226487479","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":[0.9933702,0.002480754,0.000134196,0.00048853684,0.000106303494,0.0017503424,0.00009837994,0.00009929587,0.0014720053],"genre_scores_gemma":[0.99771065,0.00008185324,0.00008834136,0.00015663139,0.00003159761,0.0017852205,0.000009575158,0.000011413497,0.00012474121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987083,0.00025329812,0.00023017538,0.00018958788,0.00038586077,0.00023274739],"domain_scores_gemma":[0.9990432,0.00039111607,0.000027595766,0.00029433143,0.00009708173,0.00014665353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015277522,0.00008424903,0.0001707668,0.0002640517,0.00020955507,0.000020315176,0.00011676105,0.000009797532,0.00050918746],"category_scores_gemma":[0.0014200252,0.0000617279,0.00015897263,0.0009741684,0.00018693124,0.00018000457,0.00015548168,0.00022925159,0.000006510162],"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":[0.00021384223,0.011923814,0.81888735,0.0000832313,0.000073755684,0.000060837825,0.00056619453,0.00021436962,0.000024026305,0.0004942261,0.0019288315,0.1655295],"study_design_scores_gemma":[0.0034325884,0.07472079,0.7553804,0.00019621942,0.00045409362,0.00007281667,0.014599942,0.00061339786,0.00016400147,0.0044280193,0.14551617,0.00042153645],"about_ca_topic_score_codex":0.00016908618,"about_ca_topic_score_gemma":0.0002710288,"teacher_disagreement_score":0.16510797,"about_ca_system_score_codex":0.00004291004,"about_ca_system_score_gemma":0.00004364836,"threshold_uncertainty_score":0.55752456},"labels":[],"label_agreement":null},{"id":"W4313165415","doi":"10.4236/aid.2022.124047","title":"What Tool for Diagnosis of Latent Tuberculosis Infection in Developing Country with Tuberculosis High Burden: Interferon Gamma Release Assays &amp;lt;i&amp;gt;versus&amp;lt;/i&amp;gt; Tuberculin Skin Test in Burkina Faso","year":2022,"lang":"en","type":"article","venue":"Advances in Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","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":"Centre Hospitalier de l’Université de Montréal","funders":"Alliance for Accelerating Excellence in Science in Africa; African Academy of Sciences; New Partnership for Africa's Development; Wellcome Trust","keywords":"Tuberculin; Medicine; Latent tuberculosis; Tuberculosis; Interferon γ; Internal medicine; Receiver operating characteristic; Gold standard (test); Interferon gamma; Kappa; Skin test; Immunology; Tuberculosis diagnosis; Gastroenterology; Mycobacterium tuberculosis; Pathology; Cytokine","score_opus":0.018129987565602565,"score_gpt":0.31129546153807514,"score_spread":0.29316547397247256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313165415","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":[0.98062164,0.011815485,0.0006050348,0.0021879617,0.001062102,0.0028439895,0.0004082738,0.00021329107,0.00024225585],"genre_scores_gemma":[0.94209486,0.04840139,0.00092307857,0.000697973,0.0003289824,0.005790159,0.0015051605,0.00015729663,0.00010109468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927797,0.0009949092,0.001893579,0.0015921773,0.0011065077,0.0016331366],"domain_scores_gemma":[0.992461,0.0049947323,0.00055298506,0.0010838911,0.00045399836,0.00045334813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014278019,0.00091888005,0.0018354557,0.0018308155,0.00036676126,0.000116962816,0.00040885143,0.00036261688,0.0005855253],"category_scores_gemma":[0.0064788824,0.0008896954,0.00043900867,0.0029018696,0.0004518115,0.0016092565,0.0004512797,0.0011316013,0.00004521988],"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":[0.004753002,0.0025183733,0.9371166,0.0013343393,0.0003525711,0.00006455471,0.0005862481,0.034312315,0.0005084388,0.00032533385,0.0015075902,0.016620617],"study_design_scores_gemma":[0.02302385,0.005536425,0.785227,0.0051595964,0.0011106542,0.00030894915,0.0004713688,0.0009683006,0.000722982,0.0018710358,0.1729363,0.0026635355],"about_ca_topic_score_codex":0.004786168,"about_ca_topic_score_gemma":0.0680074,"teacher_disagreement_score":0.17142871,"about_ca_system_score_codex":0.0031524186,"about_ca_system_score_gemma":0.00053288444,"threshold_uncertainty_score":0.9993554},"labels":[],"label_agreement":null},{"id":"W4379144757","doi":"10.4236/aid.2023.132019","title":"Commentary Potential Enhancement by 3-Deazauridine of the Antiviral Activity of Molnupiravir in Patients with COVID-19","year":2023,"lang":"en","type":"article","venue":"Advances in Infectious Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Université de Montréal","keywords":"RNA; Prodrug; Nucleoside; In vitro; Chemistry; Enzyme; DNA; Nucleoside analogue; Cytosine; Virology; Biochemistry; Biology","score_opus":0.010308310011816275,"score_gpt":0.364484389109568,"score_spread":0.35417607909775173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379144757","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":[0.9964825,0.0002834404,0.00014079073,0.0018022141,0.00011141487,0.00084718456,0.00022137292,0.000032317093,0.00007878448],"genre_scores_gemma":[0.99753356,0.001238308,0.000006300603,0.0010339654,0.000020571983,0.000089041496,0.000040151783,0.000012602439,0.000025522984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983215,0.00016421531,0.000350424,0.0002843982,0.0005929446,0.0002865552],"domain_scores_gemma":[0.9978584,0.0014494861,0.00018426593,0.00031612342,0.00008225171,0.00010943836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021539131,0.00015092474,0.00042243514,0.00017588052,0.00006358667,0.0000034381758,0.00013656914,0.000033680994,0.000030683925],"category_scores_gemma":[0.004031426,0.00010178745,0.00009962136,0.0008759851,0.00047411668,0.0001688201,0.00025046698,0.0001892703,0.0000019633858],"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":[0.0012551317,0.002122333,0.9877939,0.0007118773,0.00005834527,0.000010382454,0.000063506384,0.0010596646,0.0003974577,0.000008838867,0.00068826677,0.0058302516],"study_design_scores_gemma":[0.006136051,0.0013204244,0.98773074,0.00025316668,0.000065760185,8.56064e-8,0.000036678182,0.00012176956,0.00207934,0.00044050554,0.0016936571,0.00012179155],"about_ca_topic_score_codex":0.0005328733,"about_ca_topic_score_gemma":0.00023452604,"teacher_disagreement_score":0.00570846,"about_ca_system_score_codex":0.00026023638,"about_ca_system_score_gemma":0.00018861631,"threshold_uncertainty_score":0.48262846},"labels":[],"label_agreement":null},{"id":"W4392826912","doi":"10.4236/aid.2024.141014","title":"Revaccination after Acute Kidney Injury Associated with Prior COVID-19 Vaccination: Case Report","year":2024,"lang":"en","type":"article","venue":"Advances in Infectious Diseases","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","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":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Acute kidney injury; Virology; Outbreak; Internal medicine; Infectious disease (medical specialty)","score_opus":0.010724495411288656,"score_gpt":0.338959643395563,"score_spread":0.32823514798427433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392826912","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":[0.98686635,0.0022834025,0.0005511426,0.0014950578,0.00082344585,0.0011519536,0.00026176745,0.00081239035,0.005754469],"genre_scores_gemma":[0.99642885,0.0007527757,0.000057691665,0.0013531578,0.00016118627,0.00043996167,0.00028236522,0.000053931086,0.00047008766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998185,0.000101964266,0.0004554392,0.00061610655,0.00030966548,0.00033186667],"domain_scores_gemma":[0.998565,0.0001998211,0.00013458624,0.00038658033,0.0001702173,0.0005437888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022832151,0.00028010766,0.0004487221,0.00040478812,0.00015913269,0.00009504231,0.00006188553,0.00012689528,0.00066284684],"category_scores_gemma":[0.0018778469,0.00023455636,0.000119543154,0.0010676141,0.000050075527,0.0009545265,0.000050993873,0.0002801428,0.00004279302],"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":[0.00055104843,0.0010242275,0.7680612,0.0010805586,0.0007175112,0.20714296,0.0005245562,0.000034404893,0.00012059068,0.0008055082,0.0022885052,0.01764887],"study_design_scores_gemma":[0.009130886,0.0027031177,0.7898683,0.002651264,0.004555125,0.08751609,0.00022888792,0.0006718947,0.0010546119,0.008236745,0.09155807,0.0018250322],"about_ca_topic_score_codex":0.0000923825,"about_ca_topic_score_gemma":0.00036690934,"teacher_disagreement_score":0.11962688,"about_ca_system_score_codex":0.0009982847,"about_ca_system_score_gemma":0.00096636335,"threshold_uncertainty_score":0.9564931},"labels":[],"label_agreement":null}]}