{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"fe2841dbf570","filters":{"venue":"Advances in respiratory medicine"}},"results":[{"id":"W3159402889","doi":"10.5603/arm.a2021.0037","title":"The Relationship Between the Severity and Mortality of SARS-CoV-2 Infection and 25-hydroxyvitamin D Concentration—A Metaanalysis","year":2021,"lang":"en","type":"review","venue":"Advances in respiratory medicine","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Vitamin D and neurology; Internal medicine; vitamin D deficiency; Cochrane Library; Relative risk; Coronavirus disease 2019 (COVID-19); Hypovitaminosis; Epiphenomenon; Randomized controlled trial; Gastroenterology; Disease; Confidence interval; Infectious disease (medical specialty)","authors":[{"name":"Teodoro J. Oscanoa","is_ca":false},{"name":"José Amado","is_ca":false},{"name":"Xavier Vidal","is_ca":false},{"name":"Éamon Laird","is_ca":false},{"name":"Rawia A. Ghashut","is_ca":false},{"name":"Román Romero‐Ortuño","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1946820443044516,"gpt":0.4812224130213157,"spread":0.2865403687168641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02196863,0.003127554,0.017599,0.006532076,0.0008131132,0.004561216,0.002565719,0.002451093,0.003581599],"category_scores_gemma":[0.03769211,0.001906442,0.06820513,0.006363428,0.0007845882,0.001650723,0.001768592,0.002093956,0.0003830547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260172,"about_ca_system_score_gemma":0.002581647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005836161,"about_ca_topic_score_gemma":0.008258606,"domain_scores_codex":[0.9853644,0.00832292,0.003182165,0.001628403,0.001107305,0.0003948963],"domain_scores_gemma":[0.9665998,0.0263339,0.00370365,0.001521337,0.001502485,0.0003388655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001924574,0.00001975175,0.008661089,0.07037474,0.9142881,0.00008500898,0.00003805769,0.0005235809,0.0001889698,0.00007025777,0.0002205613,0.003605387],"study_design_scores_gemma":[0.0003799079,0.0001903849,0.00480937,0.005059592,0.9883073,0.00007338349,0.00002416245,0.0002349389,0.00009075791,0.0001651247,0.0006470208,0.00001811844],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0176658,0.9784601,0.001481587,0.0004422578,0.0002997856,0.0003225826,0.0008479895,0.00005980225,0.0004199953],"genre_scores_gemma":[0.5077583,0.4802604,0.005899213,0.001492944,0.0006839249,0.001558881,0.001599249,0.00009072726,0.0006564112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02196863,"threshold_uncertainty_score":0.1161826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919427237","doi":"10.5603/arm.a2019.0006","title":"Noninvasive Ventilation: Education and Training. A Narrative Analysis and an International Consensus Document","year":2019,"lang":"en","type":"review","venue":"Advances in respiratory medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Medical education; Training (meteorology); MEDLINE; Narrative review; Randomized controlled trial; Narrative; Intensive care medicine; Political science","authors":[{"name":"Habib Md Reazaul Karim","is_ca":false},{"name":"Karen E. A. Burns","is_ca":true},{"name":"Laura Ciobanu","is_ca":false},{"name":"Mohamad F. El‐Khatib","is_ca":false},{"name":"Antonello Nicolini","is_ca":false},{"name":"Nicola Vargas","is_ca":false},{"name":"Thierry Hernández‐Gilsoul","is_ca":false},{"name":"Szymon Skoczyński","is_ca":false},{"name":"Vito Antonio Falcone","is_ca":false},{"name":"Jean-Michel Arnal","is_ca":false},{"name":"John R. Bach","is_ca":false},{"name":"Luca Salvatore De Santo","is_ca":false},{"name":"Alberto Lucchini","is_ca":false},{"name":"Joerg Steier","is_ca":false},{"name":"Andrea Purro","is_ca":false},{"name":"Angelo Petroianni","is_ca":false},{"name":"Catherine S. H. Sassoon","is_ca":false},{"name":"Stefano Bambi","is_ca":false},{"name":"Margarida Aguiar","is_ca":false},{"name":"Ayman O. Soubani","is_ca":false},{"name":"Corinne Taniguchi","is_ca":false},{"name":"Corrado Mollica","is_ca":false},{"name":"David Berlin","is_ca":false},{"name":"Edoardo Piervincenzi","is_ca":false},{"name":"Fabrizio Rao","is_ca":false},{"name":"Ferini-Strambi Luigi","is_ca":false},{"name":"Rodolfo Ferrari","is_ca":false},{"name":"Giancarlo Garuti","is_ca":false},{"name":"G Laier-Groeneveld","is_ca":false},{"name":"Giuseppe Fiorentino","is_ca":false},{"name":"Kwok M. Ho","is_ca":false},{"name":"Jaber S. Alqahtani","is_ca":false},{"name":"Manel Luján","is_ca":false},{"name":"Onnen Moerer","is_ca":false},{"name":"Onofrio Resta","is_ca":false},{"name":"Paola Pierucci","is_ca":false},{"name":"Peter J. Papadakos","is_ca":false},{"name":"Stephan Steiner","is_ca":false},{"name":"Sven Stieglitz","is_ca":false},{"name":"Yalım Dikmen","is_ca":false},{"name":"Jun Duan","is_ca":false},{"name":"Pradipta Bhakta","is_ca":false},{"name":"Alejandro Úbeda","is_ca":false},{"name":"Nadia Corcione","is_ca":false},{"name":"Vânia Caldeira","is_ca":false},{"name":"Zühal Karakurt","is_ca":false},{"name":"Gabriele Valli","is_ca":false},{"name":"Εumorfia Kondili","is_ca":false},{"name":"Maria Pia Ruggieri","is_ca":false},{"name":"Margarida Raposo","is_ca":false},{"name":"Fabrizio Bottino","is_ca":false},{"name":"Rafael Soler-González","is_ca":false},{"name":"Mohan Gurjar","is_ca":false},{"name":"José Luis Sandoval‐Gutiérrez","is_ca":false},{"name":"Behrouz Jafari","is_ca":false},{"name":"Marta Arroyo-Cózar","is_ca":false},{"name":"Ana Roca Noval","is_ca":false},{"name":"Igor Barjaktarević","is_ca":false},{"name":"Irena Šarc","is_ca":false},{"name":"Bushra Mina","is_ca":false},{"name":"Zbigniew Szkulmowski","is_ca":false},{"name":"António M. Esquinas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07839446366271055,"gpt":0.4439366546888693,"spread":0.3655421910261587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02032684,0.001937115,0.004303193,0.01804604,0.0008831233,0.003569466,0.002022979,0.003450482,0.00472091],"category_scores_gemma":[0.05626465,0.001064663,0.004007462,0.01127152,0.00120425,0.004741074,0.002691515,0.002122011,0.00117104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006720932,"about_ca_system_score_gemma":0.02769913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006548559,"about_ca_topic_score_gemma":0.01308852,"domain_scores_codex":[0.9862772,0.003926614,0.0062712,0.0005309199,0.002732605,0.0002613933],"domain_scores_gemma":[0.9667176,0.01868686,0.00696911,0.0005230567,0.006564315,0.0005390516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000144328,0.00004759419,0.0004207535,0.7486376,0.0008523839,0.0002508869,0.0008288223,0.000285401,0.0004979784,0.00380751,0.03356246,0.2106643],"study_design_scores_gemma":[0.00007205887,0.00006490077,0.0007752597,0.8948941,0.001976619,0.0003828275,0.0004856384,0.00009003031,0.0001276554,0.0008415056,0.1002606,0.00002885304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002709361,0.9895102,0.0005159251,0.006012036,0.001202709,0.0008879674,0.0003534548,0.00001120364,0.001235648],"genre_scores_gemma":[0.004005594,0.9878851,0.00291407,0.002579048,0.000416792,0.001338301,0.0003652218,0.000006710643,0.0004892764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02032684,"threshold_uncertainty_score":0.1074999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2500337400","doi":"10.5603/piap.2016.0028","title":"The Pharmaceutical Care in Asthma—Polish and Global Perspective","year":2016,"lang":"en","type":"review","venue":"Advances in respiratory medicine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pharmaceutical care; Pharmacy; Medicine; Health care; Pharmacist; Perspective (graphical); Government (linguistics); Pharmaceutical industry; Clinical pharmacy; Quality (philosophy); Work (physics); Nursing; Pharmacology; Political science; Computer science","authors":[{"name":"Damian Świeczkowski","is_ca":false},{"name":"Patryk Poniatowski","is_ca":false},{"name":"Piotr Merks","is_ca":false},{"name":"Miłosz Jaguszewski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1091018392354073,"gpt":0.5301261321069287,"spread":0.4210242928715214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009601261,0.0004762214,0.000619531,0.002631929,0.0004066713,0.001950481,0.0004623543,0.001550332,0.002185833],"category_scores_gemma":[0.001626368,0.0002005876,0.0004710129,0.003463001,0.0009424611,0.002050117,0.001003409,0.001634587,0.0004594776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298403,"about_ca_system_score_gemma":0.003484808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459157,"about_ca_topic_score_gemma":0.006174771,"domain_scores_codex":[0.9992993,0.0001918123,0.0001451936,0.00006674648,0.0002408716,0.00005610149],"domain_scores_gemma":[0.9991455,0.0004523958,0.0001860355,0.00001800494,0.0001499623,0.00004808897],"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":[0.000058758,0.00008221543,0.001004906,0.03915922,0.000138753,0.0004719547,0.0006035399,0.0002281533,0.0005186574,0.01567842,0.01906101,0.9229944],"study_design_scores_gemma":[0.00002009874,0.00009616946,0.006537123,0.02562227,0.0001893047,0.003471507,0.0008735423,0.0001110187,0.0003337046,0.004863913,0.9578578,0.00002365805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001809815,0.9975502,0.00004154621,0.001288015,0.0001028246,0.000002205286,0.000005708115,0.00000173399,0.000826748],"genre_scores_gemma":[0.002253609,0.9969274,0.0001132683,0.0003967309,0.0001376768,0.000002554549,0.000005860043,4.686351e-7,0.0001624489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003459157,"threshold_uncertainty_score":0.009420574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583897339","doi":"10.5603/arm.27612","title":"Asthma as a Psychosomatic Disorder: The Causes, Scale of the Problem, and the Association with Alexithymia and Disease Control","year":2011,"lang":"en","type":"article","venue":"Advances in respiratory medicine","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Asthma; Medicine; Toronto Alexithymia Scale; Context (archaeology); Psychiatry; Panic disorder; Anxiety; Irritable bowel syndrome; Exacerbation; Clinical psychology; Disease; Internal medicine","authors":[{"name":"Alicja Moes-Wójtowicz","is_ca":false},{"name":"Piotr Wójtowicz","is_ca":false},{"name":"Monika Postek","is_ca":false},{"name":"Joanna Domagała‐Kulawik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008516980548592344,"gpt":0.2588243219002003,"spread":0.250307341351608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004366027,0.000244061,0.0002490318,0.00121722,0.0003140362,0.0006155208,0.0002471714,0.0002965573,0.001530081],"category_scores_gemma":[0.00195069,0.0001476901,0.0002554822,0.001099643,0.0004422849,0.0003065425,0.000556429,0.0004261898,0.00009605532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345841,"about_ca_system_score_gemma":0.0002127437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690008,"about_ca_topic_score_gemma":0.002303951,"domain_scores_codex":[0.9995504,0.0001280365,0.00006192974,0.00006891614,0.0001299088,0.00006074883],"domain_scores_gemma":[0.9989408,0.0001823984,0.0006096931,0.00002938395,0.0000632052,0.0001744725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006646365,0.00004160744,0.9972374,0.00002132848,0.00003123212,0.0001776923,0.0001312906,0.0000162554,0.0002480953,0.00002037804,0.00003865317,0.001969552],"study_design_scores_gemma":[0.000002909974,0.00003452426,0.9990958,0.000006179632,0.00000888212,0.0005625688,0.0001690268,0.00005036572,0.00001153231,0.00001138722,0.00004551283,0.000001373394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984494,0.0009474672,0.00003705069,0.0000644356,0.000008541789,0.000009072151,0.00004303575,0.000001242416,0.0004397046],"genre_scores_gemma":[0.9996768,0.0001709256,0.00004811574,0.000008273707,0.000009311681,0.000003545185,0.00004555963,4.111716e-7,0.00003706505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001690008,"threshold_uncertainty_score":0.005118608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045307621","doi":"10.5603/arm.2020.0110","title":"Non-Invasive Ventilation in Patients with an Altered Level of Consciousness. A Clinical Review and Practical Insights","year":2020,"lang":"en","type":"review","venue":"Advances in respiratory medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Ventilation (architecture); Sedation; Context (archaeology); Endotracheal intubation; Intubation; Level of consciousness; Noninvasive ventilation; Anesthesia; Mechanical ventilation","authors":[{"name":"Gil Gonçalves","is_ca":false},{"name":"Haitham Saeed","is_ca":false},{"name":"Mohamed E. A. Abdelrahim","is_ca":false},{"name":"Hadeer S. Harb","is_ca":false},{"name":"Yasmin M. Madney","is_ca":false},{"name":"Kevin J. Eng","is_ca":false},{"name":"Habib Md Reazaul Karim","is_ca":false},{"name":"Mohamad F. El‐Khatib","is_ca":false},{"name":"Bushra Mina","is_ca":false},{"name":"Szymon Skoczyński","is_ca":false},{"name":"Irena Šarc","is_ca":false},{"name":"Vânia Caldeira","is_ca":false},{"name":"Sara Moura Cabral","is_ca":false},{"name":"Bruno Cabrita","is_ca":false},{"name":"Miguel Guia","is_ca":false},{"name":"Jun Duan","is_ca":false},{"name":"Igor Barjaktarević","is_ca":false},{"name":"Giuseppe Fiorentino","is_ca":false},{"name":"Edoardo Piervincenzi","is_ca":false},{"name":"Güniz M. Köksal","is_ca":false},{"name":"Sibel O. Sarin","is_ca":false},{"name":"Peter J. Papadakos","is_ca":false},{"name":"Benan Bayrakçı","is_ca":false},{"name":"Vijay Hadda","is_ca":false},{"name":"G Laier-Groeneveld","is_ca":false},{"name":"Karen E. A. Burns","is_ca":true},{"name":"Raffaele Scala","is_ca":false},{"name":"Andrés Carrillo‐Alcaraz","is_ca":false},{"name":"António M. Esquinas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.188188729080903,"gpt":0.4613480640370009,"spread":0.2731593349560979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005256031,0.0006959129,0.001072045,0.001666051,0.0001898102,0.0009016053,0.0005905702,0.0008218059,0.002617816],"category_scores_gemma":[0.001144502,0.0001565796,0.0006483071,0.001250136,0.0003546423,0.001028623,0.0004552287,0.001138442,0.0006589598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835935,"about_ca_system_score_gemma":0.001141768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008130779,"about_ca_topic_score_gemma":0.00167752,"domain_scores_codex":[0.9997918,0.00004920477,0.00005055219,0.00003388694,0.00005915214,0.00001551166],"domain_scores_gemma":[0.9995514,0.0002995108,0.00006481058,0.000007676783,0.00006076013,0.00001586232],"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":[0.00009564905,0.00006569182,0.0003672521,0.05670165,0.000183561,0.0004377185,0.00009650925,0.0001767283,0.0008214951,0.002435902,0.01783936,0.9207785],"study_design_scores_gemma":[0.00007077499,0.0002861343,0.004411102,0.06207526,0.0007985753,0.01025219,0.0002254333,0.0002455857,0.000548601,0.003400073,0.917639,0.00004727322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005637777,0.9994702,0.00002982843,0.0001037747,0.00007882532,0.000002530662,0.000005099798,0.000001081428,0.0002523093],"genre_scores_gemma":[0.0005601031,0.999045,0.00007433927,0.0001031531,0.0001096347,0.000004410241,0.00001062516,4.250866e-7,0.00009231137],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002617816,"threshold_uncertainty_score":0.008757412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2409506186","doi":"10.5603/arm.27763","title":"Outpatients Specialist Care of Chronic Obstructive Pulmonary Disease Patients in Poland—Results of the Kompas Study","year":2009,"lang":"en","type":"article","venue":"Advances in respiratory medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; COPD; Spirometry; Pulmonary disease; Internal medicine; Physical therapy; Population; Prospective cohort study; Asthma","authors":[{"name":"Filip Mejza","is_ca":false},{"name":"Ewa Niżankowska‐Mogilnicka","is_ca":false},{"name":"Ryszard Kurzawa","is_ca":false},{"name":"Paweł Górski","is_ca":false},{"name":"Bernard Wirkijowski","is_ca":false},{"name":"Roman Jaeschke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0171947227910006,"gpt":0.3259274727797469,"spread":0.3087327499887463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227284,0.0002439707,0.0004773599,0.0007981969,0.0002980971,0.0007302963,0.0003110835,0.0004035425,0.001033565],"category_scores_gemma":[0.002816637,0.0003006132,0.00048977,0.001022237,0.000225643,0.0005352349,0.001041608,0.0003887422,0.0001841986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003894087,"about_ca_system_score_gemma":0.0005483875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005033534,"about_ca_topic_score_gemma":0.005964183,"domain_scores_codex":[0.9988734,0.0003447107,0.0001974923,0.0002081483,0.0002259428,0.0001502922],"domain_scores_gemma":[0.9985791,0.0002956049,0.0006119424,0.00008058569,0.0001786967,0.000253992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002882101,0.0000661482,0.9973471,0.00004725154,0.00007055225,0.0001166351,0.0002969282,0.0000248636,0.0001167967,0.000009913041,0.0001289013,0.001486675],"study_design_scores_gemma":[0.00002902401,0.0001109438,0.9991294,0.00001183969,0.00002322293,0.0001212167,0.0003511776,0.00005199415,0.00001535557,0.000003920443,0.0001499783,0.000001961084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992228,0.000183341,0.00001613477,0.00002925578,0.000002403034,0.00002863326,0.0002909034,9.610135e-7,0.0002255899],"genre_scores_gemma":[0.9990366,0.0001616817,0.00005914242,0.00003968461,0.000008087322,0.00004528668,0.0005644596,0.000001690682,0.00008348758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005033534,"threshold_uncertainty_score":0.01000845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2412354749","doi":"10.5603/arm.27663","title":"Mega Trials in COPD—Clinical Data Analysis and Design Issues","year":2011,"lang":"en","type":"article","venue":"Advances in respiratory medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; COPD; Torch; Clinical trial; Rigour; Intensive care medicine; Salmeterol; Placebo; Physical therapy; Internal medicine; Alternative medicine; Pathology","authors":[{"name":"Samy Suissa","is_ca":true},{"name":"Pierre Ernst","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3246234330531874,"gpt":0.4992787264326707,"spread":0.1746552933794833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6044453,0.002945478,0.01686094,0.004823798,0.002108295,0.01250306,0.006284248,0.009866314,0.008780001],"category_scores_gemma":[0.787025,0.002963777,0.01028317,0.01176116,0.009098143,0.009065963,0.007078423,0.01150725,0.003038446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005630335,"about_ca_system_score_gemma":0.01066266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363322,"about_ca_topic_score_gemma":0.001894045,"domain_scores_codex":[0.1295404,0.7980255,0.05005682,0.003958836,0.01759336,0.0008250885],"domain_scores_gemma":[0.1668907,0.7155066,0.03413443,0.05775133,0.02295197,0.002764991],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.03735041,0.0006857538,0.005150482,0.1602098,0.03637329,0.0005885679,0.002558452,0.005008038,0.001016603,0.1334403,0.1450926,0.4725258],"study_design_scores_gemma":[0.05673651,0.009136985,0.008047473,0.1365303,0.02064382,0.001359941,0.001228064,0.01412586,0.002292686,0.3519262,0.3972169,0.0007552454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.009685983,0.3302048,0.2509867,0.1866356,0.08078887,0.1131435,0.005885324,0.001844058,0.02082525],"genre_scores_gemma":[0.08878407,0.04219305,0.4413277,0.08197091,0.01460997,0.3249694,0.001440826,0.001153903,0.003550153],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3955547,"threshold_uncertainty_score":0.4877895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412514676","doi":"10.3390/arm93040026","title":"Investigation of Individual Variability and Temporal Fluctuations in Exhaled Nitric Oxide (FeNO) Levels in Healthy Individuals","year":2025,"lang":"en","type":"article","venue":"Advances in respiratory medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Exhaled nitric oxide; Morning; Medicine; Circadian rhythm; Exhalation; Analysis of variance; Nitric oxide; Physiology; Internal medicine; Audiology; Asthma; Anesthesia; Spirometry","authors":[{"name":"Emi Yuda","is_ca":true},{"name":"Tomoki Ando","is_ca":true},{"name":"Y. Ishida","is_ca":true},{"name":"Hiroyuki Sakano","is_ca":true},{"name":"Yutaka Yoshida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03743136474912858,"gpt":0.3482831931081791,"spread":0.3108518283590505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319743,0.0002731922,0.0004971194,0.0004349165,0.0002584326,0.0003571451,0.0001988289,0.0003704571,0.0005459444],"category_scores_gemma":[0.002056576,0.0001217596,0.0002107661,0.0003502911,0.000244048,0.0002258714,0.0002343384,0.0002039646,0.0001282029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008822339,"about_ca_system_score_gemma":0.0001462641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007095068,"about_ca_topic_score_gemma":0.0009456646,"domain_scores_codex":[0.9991641,0.0002456838,0.00006869727,0.0003192827,0.0001429785,0.00005931034],"domain_scores_gemma":[0.998941,0.0004203244,0.0002260213,0.0001723535,0.0001707334,0.00006956433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003712855,0.0003849161,0.8660056,0.000273861,0.0006514305,0.0006299125,0.001726075,0.0009983177,0.06196522,0.0002830811,0.0005439437,0.06282483],"study_design_scores_gemma":[0.00001157779,0.00070031,0.9932994,0.000009984842,0.0000977823,0.0005640352,0.0002875552,0.001188132,0.003015442,0.0002087684,0.0006022763,0.00001481064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952433,0.0006552281,0.003156522,0.00002252868,0.00002577222,0.00002933508,0.0002227667,0.00002340903,0.0006212207],"genre_scores_gemma":[0.9982306,0.00009689133,0.001111382,0.00001861327,0.00001875369,0.00003584795,0.0001650497,0.000007960178,0.0003148799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319743,"threshold_uncertainty_score":0.006979525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414555061","doi":"10.3390/arm93050039","title":"NSCLC EGFR Mutation Prediction via Random Forest Model: A Clinical–CT–Radiomics Integration Approach","year":2025,"lang":"en","type":"article","venue":"Advances in respiratory medicine","topic":"Radiomics and Machine Learning in Medical Imaging","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":"Université du Québec en Outaouais","funders":"Université Hassan II de Casablanca","keywords":"Random forest; Epidermal growth factor receptor; Feature selection; Genotyping; Lung cancer; Mutation; Precision and recall; Feature (linguistics); Cohort","authors":[{"name":"Anass Benfares","is_ca":false},{"name":"Badreeddine Alami","is_ca":false},{"name":"Sara Boukansa","is_ca":false},{"name":"Mamoun Qjidaa","is_ca":false},{"name":"Ikram Benomar","is_ca":false},{"name":"M. Serraj","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":0.02387018802319279,"gpt":0.374591916578327,"spread":0.3507217285551342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002175152,0.001000096,0.001260432,0.001200895,0.0002472645,0.0005254303,0.0007401663,0.0007463671,0.0006794151],"category_scores_gemma":[0.001835984,0.0002870609,0.001267627,0.0005417361,0.0001541134,0.0004001037,0.0003870787,0.0006344824,0.0003701132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929754,"about_ca_system_score_gemma":0.0006914845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006745012,"about_ca_topic_score_gemma":0.004725435,"domain_scores_codex":[0.9995155,0.0002029319,0.0000321114,0.0001217774,0.00006721675,0.0000604243],"domain_scores_gemma":[0.9993704,0.0003872733,0.00005452355,0.00002800301,0.0001277403,0.00003210751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00078082,0.0006184917,0.03716503,0.0001175753,0.0005294268,0.0003518132,0.00005632363,0.7071139,0.003928386,0.0005914858,0.002086033,0.2466606],"study_design_scores_gemma":[0.00001440303,0.0001077665,0.001796645,0.000006185632,0.00005900489,0.00004853114,0.00000506052,0.99734,0.0002005138,0.0003147646,0.0000992835,0.000007801926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3401091,0.001957106,0.6533844,0.0005240059,0.0001050854,0.0002326702,0.0006439766,0.001911283,0.001132375],"genre_scores_gemma":[0.9347463,0.0003820832,0.06271687,0.0001132095,0.0001032016,0.0001522179,0.000936595,0.00003536377,0.0008141793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006745012,"threshold_uncertainty_score":0.01341152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}