{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"1d6002376e32","filters":{"venue":"Journal of Respiration"}},"results":[{"id":"W4415046574","doi":"10.3390/jor5040016","title":"Health Effects and Preventive Strategies for Radon Exposure: A Systematic Review of the Literature","year":2025,"lang":"en","type":"article","venue":"Journal of Respiration","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Radon; Radon exposure; Lung cancer; Indoor air quality; Radon gas; Radiation exposure; Health risk; Cancer","authors":[{"name":"Luigi Cofone","is_ca":false},{"name":"Marise Sabato","is_ca":false},{"name":"Colombo Chiara","is_ca":false},{"name":"Stefania Scalingi","is_ca":false},{"name":"Antonio Montesi","is_ca":false},{"name":"Lorenzo Paglione","is_ca":false},{"name":"Federica Patania","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02956428315806505,"gpt":0.4075795005085357,"spread":0.3780152173504707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006694659,0.001616312,0.007683469,0.01117309,0.0006592074,0.002218728,0.002071976,0.001862927,0.005248572],"category_scores_gemma":[0.0280441,0.001000441,0.00770788,0.01069728,0.0008159939,0.002259912,0.001496811,0.001104527,0.0003183963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003438555,"about_ca_system_score_gemma":0.01155826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009852479,"about_ca_topic_score_gemma":0.02359313,"domain_scores_codex":[0.9943061,0.001768077,0.002242665,0.0005151189,0.0009613727,0.0002064827],"domain_scores_gemma":[0.9802284,0.01451727,0.003286785,0.0002651436,0.001497754,0.0002047641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001015497,0.00001166119,0.0006687578,0.9731818,0.004366235,0.000079928,0.000187544,0.00006408213,0.00007512545,0.0001627522,0.0009104243,0.02019016],"study_design_scores_gemma":[0.0001311876,0.0001195009,0.003691755,0.9377392,0.04519092,0.0002979086,0.0003043471,0.00006321607,0.00009310397,0.0002370857,0.01210373,0.00002794076],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001249164,0.9971684,0.0001396588,0.0002802603,0.00007804591,0.0002984249,0.000543898,0.000008341315,0.0002338651],"genre_scores_gemma":[0.01437538,0.9834901,0.0005562495,0.0004588536,0.00006579939,0.0005951471,0.0003506639,0.000005060243,0.0001027697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01117309,"threshold_uncertainty_score":0.03540516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412615448","doi":"10.3390/jor5030011","title":"Nomogram Based on the Most Relevant Clinical, CT, and Radiomic Features, and a Machine Learning Model to Predict EGFR Mutation Status in Non-Small Cell Lung Cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Respiration","topic":"Radiomics and Machine Learning in Medical Imaging","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":"Université du Québec en Outaouais","funders":"","keywords":"Nomogram; Lung cancer; Radiomics; Mutation; Medicine; Cancer; Computer science; Machine learning; Artificial intelligence; Oncology; Internal medicine; Biology; Genetics; Gene","authors":[{"name":"Anass Benfares","is_ca":false},{"name":"Abdelali yahya Mourabiti","is_ca":false},{"name":"Badreeddine Alami","is_ca":false},{"name":"Sara Boukansa","is_ca":false},{"name":"Ikram Benomar","is_ca":false},{"name":"Nizar El Bouardi","is_ca":false},{"name":"Moulay Youssef Alaoui Lamrani","is_ca":false},{"name":"Hind El Fatimi","is_ca":false},{"name":"B. Amara","is_ca":false},{"name":"M. Serraj","is_ca":false},{"name":"Mohammed Smahi","is_ca":false},{"name":"Abdeljabbar Cherkaoui","is_ca":false},{"name":"Mamoun Qjidaa","is_ca":false},{"name":"Ahmed Lakhssassi","is_ca":true},{"name":"Mohammed Ouazzani Jamil","is_ca":false},{"name":"Mustapha Maâroufi","is_ca":false},{"name":"Hassan Qjidaa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01542315553477712,"gpt":0.324090044451944,"spread":0.3086668889171669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004138511,0.001001393,0.0008781236,0.002554408,0.0003277168,0.0008742631,0.000521227,0.0005919924,0.0005110441],"category_scores_gemma":[0.007750079,0.0001481009,0.001085863,0.0007328133,0.0003051926,0.000736757,0.0003729801,0.0005824679,0.0002621788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314598,"about_ca_system_score_gemma":0.0009966547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375846,"about_ca_topic_score_gemma":0.003149347,"domain_scores_codex":[0.9991634,0.0003473579,0.00007035115,0.0001572072,0.000171434,0.00009023898],"domain_scores_gemma":[0.9957958,0.002654752,0.0005579237,0.0001822766,0.0006139736,0.0001952095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001308216,0.0005014423,0.4147663,0.0002313077,0.0006199464,0.0004523749,0.0001396022,0.3473042,0.003787472,0.0007304113,0.004440764,0.225718],"study_design_scores_gemma":[0.00005520514,0.0003819959,0.04260997,0.00005078189,0.0001871622,0.0003503723,0.00006367831,0.9529629,0.001581372,0.0007958738,0.0009179515,0.00004261693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935646,0.00187905,0.200075,0.000545016,0.0001535753,0.0002515606,0.001455232,0.000792658,0.001283424],"genre_scores_gemma":[0.9773177,0.0001432026,0.02138942,0.00004201763,0.0000425646,0.00007557542,0.0008287065,0.00001297286,0.0001478387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004138511,"threshold_uncertainty_score":0.02188683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410316295","doi":"10.3390/jor5020007","title":"Effects of Structured Exercise Programs on Self-Reported Health-Related Quality of Life in Patients with Advanced Non-Small Cell Lung Cancer: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2025,"lang":"en","type":"review","venue":"Journal of Respiration","topic":"Cancer survivorship and care","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 Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Randomized controlled trial; Meta-analysis; Quality of life (healthcare); Medicine; Physical therapy; Systematic review; Lung cancer; Alternative medicine; MEDLINE; Oncology; Internal medicine; Pathology; Nursing","authors":[{"name":"Carl Lawrence C Arenos","is_ca":false},{"name":"Franessa Ysabel Dianne Chan Huan-Jacinto","is_ca":false},{"name":"Josephine Anne Lucero","is_ca":true},{"name":"Frederic Ivan L. Ting","is_ca":false},{"name":"Marvin Jonne Mendoza","is_ca":false},{"name":"Madelaine Amurao Amante","is_ca":false},{"name":"Danielle Benedict Sacdalan","is_ca":true},{"name":"John Paulo Vergara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04272822921888816,"gpt":0.3708401759504845,"spread":0.3281119467315964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00801949,0.002227596,0.01441855,0.00426136,0.0004697546,0.002171563,0.001436672,0.001486978,0.002616276],"category_scores_gemma":[0.02072363,0.001078287,0.02353529,0.004545501,0.0005596885,0.001195771,0.001142745,0.001544828,0.0002115156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152576,"about_ca_system_score_gemma":0.00314086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005730078,"about_ca_topic_score_gemma":0.01397761,"domain_scores_codex":[0.994997,0.002333852,0.001481287,0.0004483509,0.0005930645,0.0001464305],"domain_scores_gemma":[0.9903303,0.007257571,0.001398928,0.0001993127,0.0006789088,0.0001349183],"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":[0.002162964,0.00004389944,0.00189893,0.6176884,0.3486428,0.0000898654,0.00008718864,0.0005088363,0.0002790017,0.0001229696,0.0005940975,0.02788093],"study_design_scores_gemma":[0.0008978076,0.0004013219,0.003812232,0.05193261,0.9399469,0.0001053749,0.00006013261,0.0001984076,0.0001952202,0.0001883925,0.002235111,0.00002653189],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003284773,0.9957278,0.0002290102,0.00009541825,0.00007055475,0.0002086336,0.0002149492,0.00001267407,0.0001562027],"genre_scores_gemma":[0.08857299,0.9085771,0.001244053,0.0003570263,0.0001051341,0.0005686865,0.0003835773,0.00001366381,0.000177754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01441855,"threshold_uncertainty_score":0.04241163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092900986","doi":"10.3390/jor1030017","title":"Evaluation of a Meta-Analysis of Ambient Air Quality as a Risk Factor for Asthma Exacerbation","year":2021,"lang":"en","type":"preprint","venue":"Journal of Respiration","topic":"Air Quality and Health Impacts","field":"Environmental Science","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 Alberta","funders":"","keywords":"Asthma; Meta-analysis; Statistics; Medicine; Interquartile range; Psychology; Mathematics; Internal medicine","authors":[{"name":"Warren B. Kindzierski","is_ca":true},{"name":"S. Stanley Young","is_ca":false},{"name":"Terry G. Meyer","is_ca":false},{"name":"John Dunn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3161755828061465,"gpt":0.4537806365522269,"spread":0.1376050537460804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1017872,0.004391461,0.01643916,0.008444896,0.0009675956,0.006365277,0.003232672,0.003823,0.002306446],"category_scores_gemma":[0.179653,0.002124331,0.06832981,0.006292165,0.001189426,0.002169915,0.002300722,0.002811893,0.0003541282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003173269,"about_ca_system_score_gemma":0.00331364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277418,"about_ca_topic_score_gemma":0.004258738,"domain_scores_codex":[0.9095081,0.06990331,0.01015886,0.004285858,0.005380779,0.0007630381],"domain_scores_gemma":[0.8583711,0.1203832,0.0086998,0.007222678,0.004536826,0.000786352],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005500373,0.00003386757,0.005281821,0.01988286,0.9618706,0.0001558952,0.00003915029,0.001693904,0.0003963017,0.0001578103,0.0002478061,0.00473959],"study_design_scores_gemma":[0.001087408,0.0005769021,0.002366088,0.001517275,0.9923724,0.00007340477,0.00001733586,0.0008879979,0.000220999,0.000363323,0.0004993098,0.00001759961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08610953,0.8788074,0.02267647,0.002409986,0.002346721,0.0028761,0.001927715,0.0005177493,0.002328364],"genre_scores_gemma":[0.8739041,0.0960867,0.02275741,0.001315891,0.0009958609,0.002873958,0.001240622,0.000170681,0.0006548538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8982128,"threshold_uncertainty_score":0.5383087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040968598","doi":"10.3390/jor1010001","title":"Self-Reported Improvement for Chronic Rhinosinusitis Major Symptoms in Patients Treated with Omalizumab","year":2020,"lang":"en","type":"article","venue":"Journal of Respiration","topic":"Sinusitis and nasal conditions","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":"Ottawa Hospital; Ottawa Allergy Research Corporation; University of Ottawa","funders":"","keywords":"Medicine; Omalizumab; rhinorrhea; Cohort; Randomized controlled trial; Visual analogue scale; Surgery; Internal medicine; Physical therapy; Immunoglobulin E","authors":[{"name":"Shaun Kilty","is_ca":true},{"name":"Corliss Best","is_ca":true},{"name":"Stephanie Santucci","is_ca":true},{"name":"Andrea Lasso","is_ca":true},{"name":"William H. Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387709050650262,"gpt":0.2566542838055793,"spread":0.2427771932990766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008780311,0.0002256462,0.0006187034,0.0003718006,0.0002320558,0.0003815977,0.0001674827,0.0004000218,0.001157544],"category_scores_gemma":[0.00257853,0.0001376756,0.0004838369,0.0002958705,0.0001502643,0.0003321062,0.0001875941,0.0004844238,0.0001603631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611026,"about_ca_system_score_gemma":0.0001223877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006170007,"about_ca_topic_score_gemma":0.0008144372,"domain_scores_codex":[0.9993523,0.0002270073,0.00007173407,0.00008872915,0.0001993217,0.00006101744],"domain_scores_gemma":[0.9984612,0.0003495341,0.0007581746,0.0000478854,0.0001777464,0.0002054451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009169847,0.0005310936,0.9898362,0.00006119921,0.0002982263,0.0001181697,0.0001450394,0.00007329766,0.001570091,0.000007742664,0.0001595924,0.006282304],"study_design_scores_gemma":[0.00004563789,0.001218902,0.9979734,0.000006260282,0.00005708606,0.0003061616,0.00005401167,0.0001177736,0.00008638386,0.000002301801,0.0001282587,0.000003779996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998884,0.000593229,0.00003725682,0.0000405578,0.000008649941,0.00001799275,0.00008780693,0.000003932457,0.0003264892],"genre_scores_gemma":[0.9995822,0.00009712621,0.00005482243,0.0000404354,0.00001551138,0.00001112687,0.0001054725,7.464259e-7,0.00009261283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001157544,"threshold_uncertainty_score":0.004643559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131985468","doi":"10.3390/jor1010009","title":"The Therapeutic Effect of Extracellular Vesicles on Asthma in Pre-Clinical Models: A Systematic Review Protocol","year":2021,"lang":"en","type":"review","venue":"Journal of Respiration","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba; Children's Hospital Research Institute of Manitoba; Research Manitoba","funders":"","keywords":"Asthma; Medicine; Systematic review; MEDLINE; Extracellular vesicles; Bioinformatics; Paracrine signalling; Web of science; Intensive care medicine; Meta-analysis; Pathology; Immunology; Biology; Internal medicine","authors":[{"name":"Jennifer E. Kent","is_ca":true},{"name":"Maya M. Jeyaraman","is_ca":true},{"name":"Nicole Askin","is_ca":true},{"name":"Taiana M. Pierdoná","is_ca":true},{"name":"Andrew J. Halayko","is_ca":true},{"name":"Ayesha Saleem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04623214938844546,"gpt":0.4046157992538024,"spread":0.358383649865357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05085704,0.0047235,0.01818978,0.01678757,0.0034988,0.006500483,0.005290092,0.005965928,0.06551505],"category_scores_gemma":[0.06789081,0.003780873,0.01737325,0.01144272,0.003377529,0.007640655,0.005334548,0.003965273,0.00694421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107029,"about_ca_system_score_gemma":0.05006676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485213,"about_ca_topic_score_gemma":0.01345377,"domain_scores_codex":[0.9803949,0.006410025,0.007082342,0.002025898,0.003189129,0.0008976858],"domain_scores_gemma":[0.9675561,0.01461933,0.007729184,0.002338868,0.006554645,0.001201851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009183738,0.00008007723,0.0002335686,0.9740258,0.001988183,0.0001687076,0.0004859244,0.0002435116,0.0004237172,0.001195142,0.004861722,0.01537538],"study_design_scores_gemma":[0.006656407,0.0008766244,0.002552221,0.8626128,0.02653623,0.0003730482,0.0009052824,0.0004459666,0.0008968089,0.003320658,0.09457545,0.0002484508],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001163566,0.0242054,0.003945199,0.0008652669,0.0004697948,0.9580274,0.009961099,0.0001703265,0.001191843],"genre_scores_gemma":[0.001550633,0.0133119,0.004988034,0.0007727563,0.00007501523,0.9767686,0.001691373,0.00002055306,0.0008210971],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06551505,"threshold_uncertainty_score":0.268961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}