{"meta":{"query_hash":"ad8c4f07c37a","filters":{"venue":"Advances in Research"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/ad8c4f07c37a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+Research"},"results":[{"id":"W2315786538","doi":"10.9734/air/2015/7751","title":"Effects of Fluidization Velocity and Equivalence Ratio on the Energy and Exergy of the Syngas Produced from Wheat Straw in A Dual-distributor Type Fluidized Bed Gasifier","year":2014,"lang":"en","type":"article","venue":"Advances in Research","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital Regional District; Dalhousie University","funders":"","keywords":"Syngas; Fluidization; Fluidized bed; Distributor; Straw; Wood gas generator; Exergy; Waste management; Environmental science; Materials science; Pulp and paper industry; Engineering; Chemistry; Coal; Mechanical engineering; Hydrogen; Organic chemistry","score_opus":0.02069560152725106,"score_gpt":0.28550415865034706,"score_spread":0.264808557123096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315786538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992372,0.000147168,0.00029259117,0.000011332707,0.000007790661,0.000003787469,0.00003442344,0.0000084598605,0.00025737344],"genre_scores_gemma":[0.9993231,0.00011619576,0.00019319357,0.0000040871582,0.0000028124243,0.0000024235503,0.00003663019,0.00000469158,0.00031691435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998598,0.00003245425,0.000014704449,0.000032957974,0.000028249979,0.000031873427],"domain_scores_gemma":[0.99950063,0.00031646044,0.00005402849,0.000016471127,0.00007062803,0.000041842897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003920969,0.00032143595,0.0004985411,0.00033851134,0.00034052867,0.0006137397,0.00037716876,0.0003395097,0.0012257695],"category_scores_gemma":[0.00084081845,0.00026833877,0.00035488163,0.0002772768,0.0004197017,0.00057231146,0.00023728503,0.00040877916,0.00018520562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009968415,0.00045133184,0.005378808,0.00023248109,0.00004962674,0.00026847335,0.00013566192,0.013883941,0.9565241,0.00022906525,0.00009161723,0.01278654],"study_design_scores_gemma":[0.000072429844,0.0016621539,0.0112023,0.000008676579,0.00005472179,0.00004335886,0.00012284137,0.013166243,0.9732858,0.00006418906,0.0002949291,0.00002227808],"about_ca_topic_score_codex":0.0021717604,"about_ca_topic_score_gemma":0.0024294413,"teacher_disagreement_score":0.0021717604,"about_ca_system_score_codex":0.0004551703,"about_ca_system_score_gemma":0.00031654222,"threshold_uncertainty_score":0.0043182373},"labels":[],"label_agreement":null},{"id":"W2325891094","doi":"10.9734/air/2015/7752","title":"Production of Biodiesel from Marine and Freshwater Microalgae: A Review","year":2014,"lang":"en","type":"review","venue":"Advances in Research","topic":"Algal biology and biofuel production","field":"Energy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biodiesel; Biodiesel production; Environmental science; Production (economics); Biofuel; Oceanography; Fishery; Waste management; Engineering; Biology; Economics; Geology","score_opus":0.10200933864223605,"score_gpt":0.4313566570477822,"score_spread":0.32934731840554615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325891094","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029518304,0.9985435,0.00013543431,0.00015508884,0.00011927133,0.0000051722463,0.000030227231,0.0000054983343,0.00071073376],"genre_scores_gemma":[0.00066208164,0.99864024,0.00014193618,0.00008151704,0.00006858691,0.0000035051132,0.000027967715,8.0871246e-7,0.0003733327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987185,0.000009906596,0.000020871323,0.000028704095,0.000055605295,0.000012942996],"domain_scores_gemma":[0.9997414,0.00010699646,0.000059117745,0.000005405596,0.00006444149,0.000022631662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042389383,0.00095133437,0.0013222799,0.002625285,0.0002365667,0.0009220439,0.0006172215,0.0007761462,0.003150118],"category_scores_gemma":[0.0005231318,0.00031166058,0.0005257462,0.003368562,0.0002902278,0.0014604756,0.00066362746,0.00084436644,0.0012535679],"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":[0.00009217856,0.00007952256,0.0002974678,0.038906313,0.00013384712,0.00030872022,0.00005983502,0.00040084386,0.008119202,0.0015329447,0.016561419,0.9335076],"study_design_scores_gemma":[0.000020877062,0.00016378726,0.0013288473,0.004878443,0.00029125318,0.001280295,0.00010700289,0.000112672446,0.0027107436,0.0012554396,0.98781234,0.00003817402],"about_ca_topic_score_codex":0.0008434223,"about_ca_topic_score_gemma":0.0016957629,"teacher_disagreement_score":0.003150118,"about_ca_system_score_codex":0.00034680235,"about_ca_system_score_gemma":0.0010277383,"threshold_uncertainty_score":0.010538161},"labels":[],"label_agreement":null},{"id":"W2325891976","doi":"10.9734/air/2015/8240","title":"Effect of Distributor Plate Configuration on Pressure Drop in a Bubbling Fluidized Bed Reactor","year":2014,"lang":"en","type":"article","venue":"Advances in Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Distributor; Pressure drop; Fluidized bed; Fluidization; Materials science; Mechanics; Drop (telecommunication); Nuclear engineering; Waste management; Mechanical engineering; Engineering; Physics","score_opus":0.020609058915636507,"score_gpt":0.34754992460334827,"score_spread":0.32694086568771175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325891976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959823,0.0005189758,0.0028283764,0.000030903913,0.000027356251,0.000037485068,0.00007053261,0.000064378335,0.00043981138],"genre_scores_gemma":[0.99710065,0.00033941676,0.002179978,0.000021812544,0.000010524246,0.000013497672,0.000066609486,0.000010825792,0.00025654188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943393,0.000121714795,0.000040369145,0.00010996204,0.00022602631,0.00006799263],"domain_scores_gemma":[0.9991184,0.00043921705,0.0001566618,0.00005090286,0.00016756737,0.000067246336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005244456,0.00058876106,0.0005560552,0.00027755077,0.0002936549,0.00081998284,0.0005934793,0.00040357633,0.0009944793],"category_scores_gemma":[0.0013446497,0.00033192668,0.00025073887,0.00031362002,0.00046570465,0.0005279598,0.00028324642,0.00047927757,0.00029849695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017825841,0.00021872766,0.002608599,0.0002689419,0.00002541842,0.00021150336,0.00009232147,0.0019266601,0.9834321,0.0000633507,0.00007099842,0.009298852],"study_design_scores_gemma":[0.00004305065,0.0017485194,0.0063417773,0.000008512092,0.0000470738,0.00007632595,0.00006538418,0.0036764436,0.9876165,0.000018263245,0.0003407515,0.000017376029],"about_ca_topic_score_codex":0.0011137575,"about_ca_topic_score_gemma":0.00081072334,"teacher_disagreement_score":0.0011137575,"about_ca_system_score_codex":0.00030857272,"about_ca_system_score_gemma":0.00030317393,"threshold_uncertainty_score":0.0033268332},"labels":[],"label_agreement":null},{"id":"W2342253423","doi":"10.9734/air/2016/25688","title":"Integration of First-order Modeled Differential Equations Using a Quarter-step Method","year":2016,"lang":"en","type":"article","venue":"Advances in Research","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Laguerre polynomials; Mathematics; Interpolation (computer graphics); Collocation (remote sensing); Polynomial; Orthogonal collocation; Applied mathematics; Differential equation; Quarter (Canadian coin); Collocation method; Basis (linear algebra); Differential (mechanical device); Mathematical analysis; Computer science; Ordinary differential equation; Frame (networking); Geometry","score_opus":0.3413233789858561,"score_gpt":0.5584027442570506,"score_spread":0.21707936527119454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342253423","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024246257,0.00021732617,0.96458256,0.0001538071,0.0002439559,0.000068681504,0.00008072803,0.00036906253,0.0100376485],"genre_scores_gemma":[0.42919645,0.00069433387,0.53410786,0.00025656054,0.000100914294,0.00030071597,0.00033401637,0.00030327978,0.03470593],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99986994,0.000033522083,0.000009946915,0.000015302996,0.000059347647,0.000011916724],"domain_scores_gemma":[0.9996991,0.000106451094,0.000024066427,0.00005587144,0.00009638219,0.000018137796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037606512,0.00041055668,0.0007570729,0.00027502835,0.00036804486,0.0007392876,0.0010532417,0.0010786266,0.0052195517],"category_scores_gemma":[0.0010117404,0.00026975112,0.0006119014,0.00030082135,0.00037260377,0.0006681682,0.000561238,0.0011497819,0.0008980839],"study_design_candidate":"theoretical_or_conceptual","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":[0.0002295073,0.00029969215,0.0019102177,0.00040584983,0.00011124984,0.0003671264,0.00038436046,0.7210566,0.04460108,0.09406621,0.0040830006,0.13248523],"study_design_scores_gemma":[0.000006227275,0.000013261371,0.00006263288,0.000004446292,0.0000039778315,0.000019496021,0.000007710507,0.9950899,0.0016283387,0.0013639856,0.0017959499,0.0000040292985],"about_ca_topic_score_codex":0.0030525895,"about_ca_topic_score_gemma":0.002865677,"teacher_disagreement_score":0.0052195517,"about_ca_system_score_codex":0.00046763394,"about_ca_system_score_gemma":0.000776169,"threshold_uncertainty_score":0.017461121},"labels":[],"label_agreement":null},{"id":"W4293224540","doi":"10.9734/air/2022/v23i530345","title":"Role and Level of Engagement of Peer Researchers in Systematic Reviews: A Review Article","year":2022,"lang":"en","type":"review","venue":"Advances in Research","topic":"Health Sciences Research and Education","field":"Health Professions","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":"University of British Columbia; Access Alliance Multicultural Health and Community Services; Brock University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Systematic review; CINAHL; Peer review; Scopus; MEDLINE; Psychology; Medical education; Medicine; Political science","score_opus":0.9363536261000488,"score_gpt":0.7579234649258538,"score_spread":0.17843016117419497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293224540","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002834486,0.98145515,0.004338168,0.005919182,0.0010264679,0.0020374218,0.00006655718,0.000041638104,0.0022808795],"genre_scores_gemma":[0.08476295,0.87361515,0.028901067,0.003008524,0.001064751,0.008019674,0.000086957276,0.00006287296,0.00047810774],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.45139232,0.43404865,0.068067245,0.0076955874,0.035954375,0.002841743],"domain_scores_gemma":[0.24286771,0.6686397,0.041704003,0.0086380355,0.035663214,0.0024873614],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.28664994,0.0017569754,0.0062869047,0.020164166,0.0026509822,0.0152302515,0.0036336796,0.005876941,0.0032791158],"category_scores_gemma":[0.5500893,0.0022424872,0.007016568,0.022657037,0.005280685,0.019547082,0.008843036,0.004088394,0.0007080562],"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":[0.00048543888,0.00011957305,0.0039658835,0.6389735,0.0034759433,0.0002651893,0.011652944,0.00037912058,0.00056053797,0.0068829753,0.004056137,0.32918277],"study_design_scores_gemma":[0.00042952178,0.0005297231,0.004641271,0.91751695,0.010055164,0.0010021332,0.0069572283,0.00065347506,0.0007790433,0.00490829,0.05237572,0.00015133715],"about_ca_topic_score_codex":0.0024242592,"about_ca_topic_score_gemma":0.005815106,"teacher_disagreement_score":0.71335006,"about_ca_system_score_codex":0.010082194,"about_ca_system_score_gemma":0.035539076,"threshold_uncertainty_score":0.8796876},"labels":[],"label_agreement":null},{"id":"W4293662938","doi":"10.9734/air/2022/v23i530346","title":"Impact of Waiving Out-of-Pocket Access Fees on HIV Testing and Linkage Services in Rivers State, Nigeria","year":2022,"lang":"en","type":"article","venue":"Advances in Research","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waiver; Payment; Linkage (software); Business; Quarter (Canadian coin); User fee; Health care; Medicine; Family medicine; Human immunodeficiency virus (HIV); Finance; Geography; Economics; Economic growth; Law; Political science","score_opus":0.14122470337728066,"score_gpt":0.42639023428055833,"score_spread":0.2851655309032777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293662938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99723476,0.00029772095,0.000028974195,0.0006031489,0.000009591185,0.000015369262,0.00012322591,0.0000030475182,0.0016841916],"genre_scores_gemma":[0.9990564,0.00031514882,0.000059664962,0.00008501121,0.000004080013,0.000012455143,0.00007219846,8.3091675e-7,0.00039426712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989536,0.00039650695,0.00012174565,0.000063762396,0.00012922166,0.00033522662],"domain_scores_gemma":[0.9975394,0.00075013837,0.0009667204,0.000046610945,0.00022558925,0.0004715838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010573404,0.000121088065,0.00012687875,0.0004732706,0.00078962935,0.0010670328,0.0003977138,0.0004584534,0.0018883717],"category_scores_gemma":[0.003738461,0.00018762487,0.00018947679,0.00056850625,0.00063379586,0.00081401167,0.0013777826,0.00078953936,0.00013510545],"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":[0.00020598642,0.0003626255,0.96245694,0.0002430108,0.000030458343,0.0021005915,0.005116037,0.00041732585,0.0004962339,0.0008918655,0.0013223581,0.026356684],"study_design_scores_gemma":[0.000011121941,0.00026633535,0.97763807,0.00030962573,0.000035830948,0.0010525639,0.016809445,0.00046881707,0.00027546615,0.00017375239,0.0029406706,0.000018313542],"about_ca_topic_score_codex":0.047974076,"about_ca_topic_score_gemma":0.0761019,"teacher_disagreement_score":0.047974076,"about_ca_system_score_codex":0.0019780395,"about_ca_system_score_gemma":0.0037185082,"threshold_uncertainty_score":0.095389664},"labels":[],"label_agreement":null},{"id":"W4405849163","doi":"10.9734/air/2024/v25i61217","title":"Utilizing the Susceptible Infectious Susceptible (sis) Model to Evaluate the Risk for Waterborne Parasites to Spread through Household Water Sources in Bamenda, Cameroon","year":2024,"lang":"en","type":"article","venue":"Advances in Research","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waterborne diseases; Water source; Tap water; Population; Quarter (Canadian coin); Environmental health; Biology; Contaminated food; Geography; Environmental science; Ecology; Water quality; Environmental engineering; Water resource management; Microbiology; Medicine","score_opus":0.48128524989894217,"score_gpt":0.5517944777803583,"score_spread":0.07050922788141611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405849163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87265605,0.000627672,0.117716126,0.0008499435,0.00012342726,0.00013703296,0.0005276063,0.00010013487,0.0072620627],"genre_scores_gemma":[0.99431616,0.00018426205,0.003273707,0.000027185679,0.000011872636,0.000036210517,0.00007873755,0.000004444768,0.0020673748],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996494,0.00017671744,0.000010445163,0.00004528422,0.000025927628,0.00009207707],"domain_scores_gemma":[0.9989876,0.0006574208,0.00015923844,0.000021418342,0.000105308216,0.00006900106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081819703,0.0009515528,0.00054201006,0.00063384784,0.00035466958,0.00066037575,0.0007570263,0.0009654408,0.0016550369],"category_scores_gemma":[0.002204648,0.00025679628,0.00057272124,0.00036609173,0.00060963724,0.00087369565,0.0006662485,0.0006242897,0.00008995968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008085098,0.000047036843,0.0054955995,0.00003326162,0.000041983796,0.0002726767,0.000054317654,0.9869795,0.0008872472,0.004547903,0.00024541732,0.001314251],"study_design_scores_gemma":[0.000009245662,0.000060806495,0.00055696646,0.0000042169804,0.000014345003,0.000018483752,0.00006440454,0.99848324,0.00009352769,0.0006018153,0.00008878888,0.000004271481],"about_ca_topic_score_codex":0.02631588,"about_ca_topic_score_gemma":0.010543905,"teacher_disagreement_score":0.02631588,"about_ca_system_score_codex":0.0011189651,"about_ca_system_score_gemma":0.0010648922,"threshold_uncertainty_score":0.052325368},"labels":[],"label_agreement":null},{"id":"W4410967682","doi":"10.9734/air/2025/v26i31357","title":"Acute Kidney Injury in Critically Ill Patients with Cutaneous-origin Sepsis: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Advances in Research","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Critically ill; Sepsis; Medicine; Acute kidney injury; Intensive care medicine; Internal medicine","score_opus":0.04747337994261141,"score_gpt":0.47933103026692125,"score_spread":0.43185765032430984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410967682","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015694858,0.9971238,0.00011780447,0.00021076096,0.00008421555,0.0003197247,0.00036777422,0.0000064153687,0.00019995614],"genre_scores_gemma":[0.02101232,0.97669744,0.0006290703,0.00055396184,0.00010329308,0.0006529379,0.0002769652,0.0000040211435,0.00007002429],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99206674,0.0025764846,0.0033767,0.000634161,0.0010859262,0.00026008347],"domain_scores_gemma":[0.9729091,0.018017039,0.0059674704,0.0004024604,0.002365001,0.00033900715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058931774,0.0013952379,0.0082083,0.010661832,0.0006645911,0.0026260167,0.0017991019,0.0018691506,0.003424474],"category_scores_gemma":[0.03484353,0.0010229197,0.0071837856,0.010452457,0.0008083678,0.0024033755,0.001501602,0.0011225085,0.000252454],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009823655,0.000012461048,0.0013195317,0.9730166,0.008047047,0.00009733589,0.00015776213,0.00005900011,0.00007194347,0.000117675496,0.00085910177,0.016143236],"study_design_scores_gemma":[0.00019006406,0.00020269238,0.0073218,0.9113768,0.068150595,0.000576208,0.00035036265,0.00008153478,0.00010387235,0.00020906789,0.011396424,0.000040664083],"about_ca_topic_score_codex":0.0069992733,"about_ca_topic_score_gemma":0.019369666,"teacher_disagreement_score":0.010661832,"about_ca_system_score_codex":0.0028065143,"about_ca_system_score_gemma":0.011040814,"threshold_uncertainty_score":0.031166434},"labels":[],"label_agreement":null},{"id":"W4411737831","doi":"10.9734/air/2025/v26i41390","title":"Impact of Immediate Treatment on Acute Pulmonary Embolism in Patients with Hemodynamic Instability","year":2025,"lang":"en","type":"article","venue":"Advances in Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pulmonary embolism; Hemodynamics; Medicine; Cardiology; Internal medicine; Intensive care medicine","score_opus":0.025810053213556904,"score_gpt":0.42042518508376414,"score_spread":0.39461513187020725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411737831","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014996163,0.99774855,0.00006914254,0.00014207963,0.00007887858,0.00010138521,0.00012674928,0.000003543473,0.00023008244],"genre_scores_gemma":[0.034317434,0.9638409,0.00054541434,0.0005709781,0.0001684121,0.00030180393,0.00017332594,0.000003717009,0.000077958226],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9936395,0.002502579,0.0022543292,0.0004908485,0.0009590726,0.0001535226],"domain_scores_gemma":[0.97715855,0.017954998,0.003339167,0.0002720582,0.0011086776,0.00016650677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048816702,0.0008741012,0.00637287,0.003770583,0.00034628183,0.0021115066,0.0013292832,0.0018052077,0.0023888464],"category_scores_gemma":[0.031374574,0.00060347206,0.006356296,0.0034013514,0.0006764734,0.00132045,0.0007651869,0.0011415173,0.00018668179],"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":[0.00035768418,0.000027096406,0.0012646768,0.9331602,0.015786763,0.00007976513,0.00011987897,0.0001063499,0.00015054701,0.00017076857,0.00084643305,0.047929797],"study_design_scores_gemma":[0.0007326973,0.00063525274,0.011514515,0.84023845,0.12911247,0.00064362446,0.00021830588,0.00014845471,0.00033169662,0.00032411856,0.016051423,0.000048932205],"about_ca_topic_score_codex":0.0036362405,"about_ca_topic_score_gemma":0.008043153,"teacher_disagreement_score":0.00637287,"about_ca_system_score_codex":0.0015778225,"about_ca_system_score_gemma":0.0047448776,"threshold_uncertainty_score":0.025817037},"labels":[],"label_agreement":null},{"id":"W4413525270","doi":"10.9734/air/2025/v26i41454","title":"Unveiling Leprosy: A Systemic Review of Clinical and Cutaneous Manifestations","year":2025,"lang":"en","type":"review","venue":"Advances in Research","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leprosy; Dermatology; Medicine; Intensive care medicine","score_opus":0.33571701415729766,"score_gpt":0.6560612336353299,"score_spread":0.3203442194780322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413525270","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004655066,0.9984011,0.0000718544,0.00048052918,0.00019815016,0.00009461986,0.00009465696,0.0000033008823,0.00019035462],"genre_scores_gemma":[0.0062354244,0.99184084,0.00048934354,0.00083155837,0.00019020334,0.00020762518,0.00010769491,0.0000032842474,0.0000939864],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98898405,0.004131743,0.0042186766,0.000672172,0.0016743432,0.00031907714],"domain_scores_gemma":[0.96731913,0.02163543,0.0057345927,0.0006255441,0.004158713,0.000526655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011074484,0.0013951223,0.0062682303,0.022534793,0.00076632487,0.0034581611,0.001642991,0.0020910534,0.003412933],"category_scores_gemma":[0.036989145,0.0009270726,0.0042440165,0.01704523,0.0013605024,0.0044073444,0.0024626204,0.0014044504,0.00037467436],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010971777,0.000016583177,0.0007349097,0.9230683,0.0020767143,0.00020362332,0.0006381588,0.00008240718,0.00033929874,0.0005638713,0.0036493295,0.06851719],"study_design_scores_gemma":[0.00006241605,0.00014096076,0.002960476,0.9378862,0.009504209,0.000706648,0.0007609483,0.000043497865,0.00011485369,0.0005006886,0.047291756,0.000027364931],"about_ca_topic_score_codex":0.0048322617,"about_ca_topic_score_gemma":0.013967375,"teacher_disagreement_score":0.022534793,"about_ca_system_score_codex":0.003904291,"about_ca_system_score_gemma":0.01584792,"threshold_uncertainty_score":0.05856818},"labels":[],"label_agreement":null}]}