{"meta":{"query_hash":"e8313412a891","filters":{"venue":"Advances in Medicine"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/e8313412a891","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+Medicine"},"results":[{"id":"W2074350139","doi":"10.1155/2015/916735","title":"Use of Virtual Reality Tools for Vestibular Disorders Rehabilitation: A Comprehensive Analysis","year":2015,"lang":"en","type":"review","venue":"Advances in Medicine","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Université Laval","keywords":"Vestibular rehabilitation; Vestibular disorders; Vestibular system; Physical medicine and rehabilitation; Rehabilitation; Virtual reality; Computer science; Psychology; Medicine; Human–computer interaction; Audiology; Physical therapy","score_opus":0.16015561274190043,"score_gpt":0.4313224610585629,"score_spread":0.2711668483166625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074350139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002150851,0.98768616,0.009447544,0.0002382141,0.0006243081,0.0015604884,0.0002599643,0.000035524667,0.00012630735],"genre_scores_gemma":[0.00017572878,0.99796224,0.0010063507,0.000121328136,0.00015735831,0.00023071277,0.00025892447,0.00003481866,0.00005255326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656487,0.0006225885,0.0011487696,0.0007897299,0.0005643642,0.0003096899],"domain_scores_gemma":[0.99005556,0.008221374,0.00074650854,0.0006928133,0.00016117033,0.0001225667],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000529548,0.00041162313,0.0027021249,0.00059984886,0.00005923664,0.00001634712,0.00043587544,0.00017533317,0.000022373504],"category_scores_gemma":[0.014524329,0.00031756156,0.00031075082,0.0021718752,0.0010363332,0.00066504156,0.000066708504,0.0002897494,0.000003825137],"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":[0.000042216085,0.00010955478,0.000028147268,0.005428587,0.00008878693,0.0000049720925,0.00024218526,0.01464657,0.0000061560627,0.0011649057,0.0011740279,0.9770639],"study_design_scores_gemma":[0.0004738931,0.0008935382,0.000008482016,0.0031585714,0.0013708913,0.000002113211,0.00017897735,0.0003253706,0.0000011361609,0.0014582984,0.99185,0.00027869284],"about_ca_topic_score_codex":0.000037177753,"about_ca_topic_score_gemma":0.00012133472,"teacher_disagreement_score":0.990676,"about_ca_system_score_codex":0.000100488105,"about_ca_system_score_gemma":0.00017861908,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W2305189953","doi":"10.1155/2016/4683427","title":"Burden and Depression among Caregivers of Visually Impaired Patients in a Canadian Population","year":2016,"lang":"en","type":"article","venue":"Advances in Medicine","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Depression (economics); Medicine; Visual impairment; Center for Epidemiologic Studies Depression Scale; Caregiver burden; Rehabilitation; Family caregivers; Gerontology; Psychiatry; Physical therapy; Disease; Anxiety; Depressive symptoms; Dementia; Internal medicine","score_opus":0.010985510297421138,"score_gpt":0.33927592223577185,"score_spread":0.32829041193835073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305189953","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":[0.9971503,0.0012347092,0.0000035094183,0.0005243646,0.00014000828,0.0002609214,0.0000026431828,0.0000062320973,0.000677339],"genre_scores_gemma":[0.99888724,0.0008952436,0.00003192266,0.000040949602,0.000057272577,0.00000971631,0.000011040363,0.000005996592,0.00006061831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992374,0.00003589468,0.00023352707,0.0001630219,0.00012811365,0.00020200288],"domain_scores_gemma":[0.9995858,0.000090717265,0.00007300227,0.00008755259,0.000049959814,0.000112938185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016818354,0.00008941472,0.0002830093,0.00027363305,0.000025195215,4.406498e-7,0.00003328604,0.00006150813,0.00003240847],"category_scores_gemma":[0.00049796095,0.00005428731,0.000011391999,0.00014839407,0.0001937264,0.00016484807,0.000019599122,0.000060764953,6.070346e-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":[0.00014798276,0.00002965172,0.972136,0.000066727065,0.000006892776,0.00002520897,0.00096549146,0.0000017733574,0.000067522975,0.000012054997,0.000027987242,0.026512671],"study_design_scores_gemma":[0.0035490124,0.0008846134,0.99306107,0.0014654887,0.000017605276,0.0000030748633,0.0005980465,0.000021305505,0.000031137723,0.00014910079,0.00016368207,0.000055867262],"about_ca_topic_score_codex":0.12640744,"about_ca_topic_score_gemma":0.10779639,"teacher_disagreement_score":0.026456803,"about_ca_system_score_codex":0.00011756639,"about_ca_system_score_gemma":0.000024402403,"threshold_uncertainty_score":0.908484},"labels":[],"label_agreement":null},{"id":"W2401628037","doi":"10.1155/2016/8762691","title":"Molecular Analysis of Vancomycin-Resistant Enterococci Isolated from Regional Hospitals in Trinidad and Tobago","year":2016,"lang":"en","type":"article","venue":"Advances in Medicine","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pulsed-field gel electrophoresis; Enterococcus faecium; Biology; Enterococcus faecalis; RAPD; Microbiology; Polymerase chain reaction; clone (Java method); Virulence; Outbreak; Enterococcus; Molecular epidemiology; Gene; Genotype; Genetics; Virology; Antibiotics; Medicine; Escherichia coli; Environmental health; Genetic diversity","score_opus":0.009069057358491762,"score_gpt":0.29609051701279054,"score_spread":0.28702145965429876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401628037","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":[0.9777955,0.01578812,0.0027643824,0.0025362684,0.000094221905,0.0003475763,0.000033512806,0.000019892863,0.00062056235],"genre_scores_gemma":[0.9917143,0.0066106636,0.00093018916,0.0005789771,0.00004365164,0.00001822,0.000025317875,0.00001952605,0.00005914308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979093,0.000075327036,0.00083003717,0.00049328204,0.00038079373,0.0003112663],"domain_scores_gemma":[0.9985434,0.00050015707,0.00026627182,0.00042593575,0.00011038953,0.0001538686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028853127,0.00023309955,0.001119274,0.0007503892,0.000015432177,0.000002550135,0.00014945513,0.00010704161,0.00015325334],"category_scores_gemma":[0.00062914524,0.00015362786,0.00010261016,0.0012773444,0.00046303883,0.00016366907,0.000048301958,0.00015746981,0.0000020468087],"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":[0.0026484341,0.00017170241,0.6022196,0.000099866935,0.00042648817,0.00042275223,0.00041492487,0.00003862616,0.36921775,0.00047393673,0.00020392073,0.023661997],"study_design_scores_gemma":[0.014890679,0.0013775515,0.9483175,0.0055106827,0.0012054789,0.0000068572226,0.000696286,0.00023491107,0.014818963,0.002716293,0.009752929,0.00047181532],"about_ca_topic_score_codex":0.00030104676,"about_ca_topic_score_gemma":0.0009911489,"teacher_disagreement_score":0.3543988,"about_ca_system_score_codex":0.0001198292,"about_ca_system_score_gemma":0.000050624418,"threshold_uncertainty_score":0.6264762},"labels":[],"label_agreement":null},{"id":"W3033451591","doi":"10.1155/2020/5317352","title":"Pain Management and Its Possible Implementation Research in North Ethiopia: A before and after Study","year":2020,"lang":"en","type":"article","venue":"Advances in Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","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","funders":"","keywords":"Checklist; Intervention (counseling); Guideline; Medicine; Physical therapy; Quality management; Formative assessment; Implementation research; Pain management; Fidelity; Outcome (game theory); Pain assessment; Process management; Nursing; Operations management; Psychology; Psychological intervention; Computer science; Engineering; Management system","score_opus":0.04339074890599481,"score_gpt":0.41099273016994536,"score_spread":0.36760198126395055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033451591","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":[0.9823388,0.0057002064,0.000056355006,0.009605561,0.000036557376,0.0016242006,0.0000010818435,0.000019008301,0.0006182467],"genre_scores_gemma":[0.99308825,0.004039199,0.00029380215,0.002109858,0.000121129604,0.00018064553,0.000014463599,0.000012133724,0.00014052389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983823,0.0002209838,0.00030671255,0.000370126,0.00043723796,0.00028269645],"domain_scores_gemma":[0.9995723,0.0001154905,0.00003488194,0.00012036821,0.000036814745,0.00012014045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017691732,0.0001229875,0.00026901334,0.0003455423,0.00004048721,0.000008605645,0.00006965232,0.000035023346,0.0000512713],"category_scores_gemma":[0.000119344,0.000096388736,0.000008362807,0.00081444596,0.00008307978,0.00017934082,0.00013399686,0.00038174223,0.000003379082],"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":[0.000258923,0.00007525002,0.9303514,0.00061307556,0.000018129453,0.00050706253,0.009119668,0.0000021218648,0.000007945647,0.00015443722,0.000116326424,0.05877569],"study_design_scores_gemma":[0.0050001373,0.0018035533,0.96291393,0.00026116538,0.00003395105,7.2998563e-7,0.024822606,0.00051528576,0.00000359803,0.00037108554,0.0041966136,0.00007734265],"about_ca_topic_score_codex":0.00004368881,"about_ca_topic_score_gemma":0.0046422025,"teacher_disagreement_score":0.05869835,"about_ca_system_score_codex":0.000043320153,"about_ca_system_score_gemma":0.000009549368,"threshold_uncertainty_score":0.39306185},"labels":[],"label_agreement":null},{"id":"W4386884028","doi":"10.1155/2023/9946924","title":"Glucagon-Like Peptide-1 Receptor Agonists for Chronic Weight Management","year":2023,"lang":"en","type":"review","venue":"Advances in Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Popularity; Medicine; Glucagon-like peptide 1 receptor; Weight management; Medical prescription; Weight loss; Clinical trial; Obesity; Type 2 diabetes; Glucagon-like peptide-1; Intensive care medicine; Diabetes mellitus; Pharmacology; Agonist; Endocrinology; Receptor; Internal medicine; Psychology","score_opus":0.04056175803984855,"score_gpt":0.3845440747368657,"score_spread":0.3439823166970171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386884028","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.366139e-7,0.9734665,0.00016893513,0.0005059008,0.003101298,0.006032367,0.00003025883,0.0002353294,0.016458547],"genre_scores_gemma":[6.9993285e-7,0.9372485,0.001864534,0.00026278722,0.0016046896,0.0035426803,0.0018610262,0.00018357695,0.053431503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963418,0.000061699364,0.0011869853,0.0010101318,0.0005649448,0.00083441776],"domain_scores_gemma":[0.9980581,0.00035812735,0.00043522668,0.00088360667,0.00005808478,0.00020689056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061187573,0.00079114997,0.003148201,0.0008577071,0.00008345116,0.000013823236,0.00040191828,0.00022006485,0.00028622436],"category_scores_gemma":[0.00008779095,0.00054952985,0.0004755593,0.0009993787,0.0002152404,0.00014985916,0.00019120616,0.0003446215,0.0005682872],"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":[0.000031409803,0.0001247021,0.000007379768,0.090943776,0.0008231219,0.00018942212,0.000031554646,0.000001121171,1.3347056e-7,0.001732452,0.03673147,0.86938345],"study_design_scores_gemma":[0.0032297864,0.0009437114,0.000005398382,0.07725333,0.0038681724,0.000008164063,0.00006342067,0.000007730348,6.696306e-7,0.00033563498,0.9138847,0.00039927152],"about_ca_topic_score_codex":0.0000073063998,"about_ca_topic_score_gemma":0.00004494015,"teacher_disagreement_score":0.8771532,"about_ca_system_score_codex":0.0010441211,"about_ca_system_score_gemma":0.00012386768,"threshold_uncertainty_score":0.9996956},"labels":[],"label_agreement":null}]}