{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"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":"31bbdcc2bd9f","filters":{"venue":"Thoracic Cancer"}},"results":[{"id":"W3217591490","doi":"10.1111/1759-7714.14234","title":"Robot‐assisted thoracic surgery versus video‐assisted thoracic surgery for treatment of patients with thymoma: A systematic review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Thoracic Cancer","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Sichuan Province Science and Technology Support Program","keywords":"Medicine; Meta-analysis; Cardiothoracic surgery; Thymoma; Surgery; Internal medicine","authors":[{"name":"Cheng Shen","is_ca":false},{"name":"Jialong Li","is_ca":false},{"name":"Jue Li","is_ca":false},{"name":"Guowei Che","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1557415997584894,"gpt":0.4172027373988515,"spread":0.2614611376403621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00160419,0.0016801,0.02775778,0.001195651,0.0001986112,0.00009825829,0.0002395925,0.0005288994,0.0005747402],"category_scores_gemma":[0.0003853762,0.001007569,0.008158133,0.003659332,0.0001991391,0.0001565872,0.00008922201,0.0002659844,0.00001030683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000688852,"about_ca_system_score_gemma":0.001654782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002085657,"about_ca_topic_score_gemma":0.0002570519,"domain_scores_codex":[0.9916438,0.001573713,0.003254926,0.001578898,0.001089815,0.0008588107],"domain_scores_gemma":[0.9890793,0.003852662,0.003346511,0.002098323,0.001118133,0.0005050455],"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":[0.0005252599,0.0005404116,0.0001031711,0.6263657,0.1852784,0.00007862071,0.0000285039,3.725631e-7,7.900773e-8,0.000002734231,0.0001621137,0.1869147],"study_design_scores_gemma":[0.0003074883,0.0002888067,0.0001731598,0.1622926,0.817786,0.00007275827,0.00002125426,0.000003858493,0.000005183912,0.000001077251,0.0182382,0.0008096014],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001350078,0.988831,0.0001445699,0.0001654955,0.0002529572,0.008598542,0.001740444,0.00009844216,0.00003356345],"genre_scores_gemma":[0.0005713301,0.9857981,0.0004906645,0.0001052367,0.0001219853,0.008218932,0.003214116,0.0002645717,0.001215016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6325077,"threshold_uncertainty_score":0.9995946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211951539","doi":"10.1111/1759-7714.14230","title":"Circulating tumor <scp>DNA</scp> predicts the outcome of chemotherapy in patients with lung cancer","year":2021,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Lung cancer; Chemotherapy; Biomarker; Oncology; Internal medicine; Cancer; Cytokeratin; Liquid biopsy; Circulating tumor DNA; Immunohistochemistry","authors":[{"name":"Min Zhang","is_ca":true},{"name":"Chao Huang","is_ca":true},{"name":"Huan Zhou","is_ca":true},{"name":"Dan Liu","is_ca":true},{"name":"Runze Chen","is_ca":true},{"name":"Xiuhua Li","is_ca":false},{"name":"Ye Cheng","is_ca":false},{"name":"Bing Gao","is_ca":false},{"name":"Jun Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008892205310853333,"gpt":0.2857952267332052,"spread":0.2769030214223519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001155865,0.0001561027,0.0002116623,0.00002624158,0.00004929244,0.00002084037,0.00015686,0.00006764915,0.00004073388],"category_scores_gemma":[0.00009713174,0.0001200728,0.00006354362,0.0002000343,0.00007094079,0.000004364262,0.00008225553,0.0001087437,5.53883e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007611741,"about_ca_system_score_gemma":0.0002987068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000419556,"about_ca_topic_score_gemma":0.001358753,"domain_scores_codex":[0.9989499,0.00003642983,0.0002677049,0.000304544,0.0001845399,0.0002568346],"domain_scores_gemma":[0.999192,0.00004503415,0.0001690076,0.0003596492,0.000181157,0.00005314865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007416119,0.0000931528,0.9746666,0.00009722284,0.0001022263,0.000006809623,0.0002869684,0.002331576,0.01663693,0.0000207725,0.0008617942,0.004821779],"study_design_scores_gemma":[0.001992783,0.0001292649,0.8403031,0.000204638,0.00009412392,0.000004308874,0.0001945471,0.0004343137,0.1461615,0.00003211803,0.01026563,0.0001836074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994476,0.004151862,0.0001067619,0.0001674279,0.0002144506,0.0002641031,0.0001521899,0.000005750542,0.0004614072],"genre_scores_gemma":[0.9978121,0.0005502786,0.0001202783,0.0008673695,0.0002167525,0.00009386894,0.00005241393,0.00003587693,0.000251076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343635,"threshold_uncertainty_score":0.4896427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2861076589","doi":"10.1111/1759-7714.12791","title":"Heterogeneous responses and resistant mechanisms to crizotinib in <i>ALK</i>‐positive advanced non‐small cell lung cancer","year":2018,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Power Generation","funders":"National Key Research and Development Program of China","keywords":"Crizotinib; Medicine; Lung cancer; KRAS; Anaplastic lymphoma kinase; ALK inhibitor; Cancer research; Fluorescence in situ hybridization; Mutation; ROS1; Oncology; Targeted therapy; Internal medicine; Cancer; Gene; Genetics; Adenocarcinoma; Biology","authors":[{"name":"Jin‐Hyoung Kang","is_ca":false},{"name":"Hua‐Jun Chen","is_ca":false},{"name":"Xu‐Chao Zhang","is_ca":false},{"name":"Jian Su","is_ca":false},{"name":"Qing Zhou","is_ca":false},{"name":"Hai‐Yan Tu","is_ca":false},{"name":"Zhen Wang","is_ca":false},{"name":"Binchao Wang","is_ca":false},{"name":"Wen‐Zhao Zhong","is_ca":false},{"name":"Xue‐Ning Yang","is_ca":false},{"name":"Zhihong Chen","is_ca":false},{"name":"Yan Ding","is_ca":true},{"name":"Xue Wu","is_ca":true},{"name":"Mei Wang","is_ca":false},{"name":"Jiangang Fu","is_ca":false},{"name":"Zhenfan Yang","is_ca":false},{"name":"Xian Zhang","is_ca":false},{"name":"Yang Shao","is_ca":true},{"name":"Yi‐Long Wu","is_ca":false},{"name":"Jin‐Ji Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01427353782422197,"gpt":0.3725379917783618,"spread":0.3582644539541399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286186,0.0002460407,0.000362819,0.0001874827,0.0001421999,0.0000307557,0.00007797836,0.00008332322,0.0002533918],"category_scores_gemma":[0.00002451941,0.0002141337,0.00005490539,0.0003519062,0.00007282999,0.00007422167,0.00006292025,0.0001285449,0.00001659888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567665,"about_ca_system_score_gemma":0.0004772346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412494,"about_ca_topic_score_gemma":0.006598776,"domain_scores_codex":[0.9985192,0.0000574072,0.0002752178,0.0005243139,0.0002042176,0.0004196655],"domain_scores_gemma":[0.9991094,0.00006488742,0.00008641978,0.0002936314,0.0001945915,0.000251048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02223325,0.00067299,0.01661064,0.0008502306,0.0006515802,0.0007664568,0.02316972,0.0003986219,0.7817501,0.000224903,0.002258258,0.1504133],"study_design_scores_gemma":[0.006022348,0.002848139,0.06085008,0.002724484,0.001428463,0.00006668163,0.001228466,0.0005147564,0.9104205,0.0003189115,0.01262585,0.0009513627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987703,0.004419859,0.0008022049,0.0016624,0.0003795192,0.001384487,0.0002800168,0.00005856931,0.0033099],"genre_scores_gemma":[0.9871563,0.0005334426,0.003741606,0.002118573,0.0002032664,0.0007566888,0.00001419196,0.00005576572,0.005420117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1494619,"threshold_uncertainty_score":0.873212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532617805","doi":"10.1111/1759-7714.12223","title":"Diagnostic yield of non‐guided flexible bronchoscopy for peripheral pulmonary neoplasia","year":2015,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; McGill University Health Centre; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Radiology; Bronchoscopy; Malignancy; Lung; Univariate analysis; Peripheral; Bronchoalveolar lavage; Pathology; Internal medicine; Multivariate analysis","authors":[{"name":"Catherine Labbé","is_ca":true},{"name":"Stéphane Beaudoin","is_ca":true},{"name":"Simon Martel","is_ca":true},{"name":"Antoine Delage","is_ca":true},{"name":"Philippe Joubert","is_ca":true},{"name":"C Drapeau","is_ca":true},{"name":"Steeve Provencher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06358113648432702,"gpt":0.3950518974803409,"spread":0.3314707609960139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001444555,0.0001894914,0.0004384511,0.00006135288,0.00004049399,0.0000124288,0.00008582917,0.00009078563,0.0003873704],"category_scores_gemma":[0.0001597707,0.0001547009,0.0001444245,0.0001701149,0.00006513023,0.0000822925,0.00003115821,0.0000882015,0.00001915907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005352317,"about_ca_system_score_gemma":0.0005613548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553719,"about_ca_topic_score_gemma":0.0001571646,"domain_scores_codex":[0.998827,0.0000141788,0.0002914077,0.0002997128,0.0002692603,0.0002984546],"domain_scores_gemma":[0.9988602,0.0002163821,0.0001125517,0.0003404412,0.0002250541,0.0002453182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003986894,0.001730816,0.5684546,0.002229389,0.0008314648,0.0001575833,0.002299808,0.0008881544,0.005630907,0.0002181344,0.2584166,0.1551556],"study_design_scores_gemma":[0.01585617,0.008006074,0.3268005,0.008964343,0.004732023,0.0003470857,0.001553274,0.005411726,0.4149674,0.00171367,0.2098211,0.001826657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689221,0.01131318,0.001068974,0.003885048,0.001240471,0.002054561,0.0001615077,0.0001094947,0.01124464],"genre_scores_gemma":[0.9916984,0.0007208158,0.001708193,0.0005618035,0.0005711166,0.00107459,0.00004060923,0.00004460448,0.003579863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4093365,"threshold_uncertainty_score":0.6308521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379931980","doi":"10.1111/1759-7714.14991","title":"Prognostic impact of LILRB4 expression on tumor‐infiltrating cells in resected non‐small cell lung cancer","year":2023,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Lung cancer; CD33; CD14; Tumor progression; Cancer research; Cancer; Myeloid-derived Suppressor Cell; Metastasis; Immune system; Antibody; Blocking antibody; Immunology; Oncology; Internal medicine; Suppressor; Biology; Stem cell; CD34","authors":[{"name":"Sakiko Kumata","is_ca":true},{"name":"Hirotsugu Notsuda","is_ca":true},{"name":"Mei‐Tzu Su","is_ca":true},{"name":"Ryoko Saito","is_ca":false},{"name":"Ryota Tanaka","is_ca":true},{"name":"Yuyo Suzuki","is_ca":true},{"name":"Jun-ichi Funahashi","is_ca":true},{"name":"Shota Endo","is_ca":true},{"name":"Isao Yokota","is_ca":false},{"name":"Toshiyuki Takai","is_ca":true},{"name":"Yoshinori Okada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01956994182027107,"gpt":0.3369836872924257,"spread":0.3174137454721546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004279552,0.0003520994,0.0005455198,0.0003892493,0.0001226313,0.00001594759,0.0004002354,0.0002856866,0.002017908],"category_scores_gemma":[0.00007738625,0.0003020504,0.0001808907,0.0009887419,0.0001515093,0.00009279291,0.0001625325,0.0007484794,0.0002086015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004697729,"about_ca_system_score_gemma":0.0005882516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005061813,"about_ca_topic_score_gemma":0.0005272803,"domain_scores_codex":[0.9976997,0.0002795051,0.0005797824,0.0005344672,0.0001038175,0.0008026742],"domain_scores_gemma":[0.9985566,0.0003970797,0.0003567117,0.000517161,0.0001338246,0.00003867929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006157841,0.0001120877,0.0437159,0.0003203466,0.00007100087,0.00002315009,0.001632306,0.006910938,0.93445,0.000001281456,0.008758545,0.003388675],"study_design_scores_gemma":[0.0009728004,0.0002249766,0.05190177,0.001436576,0.00005536031,0.000003345798,0.0002013526,0.0003826167,0.9440408,0.00001172037,0.0004284295,0.0003402774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895726,0.005860485,0.00001284258,0.00004356187,0.001565086,0.0008151309,0.000190447,0.0001324199,0.001807423],"genre_scores_gemma":[0.9949939,0.0007787973,0.00004230176,0.00006044886,0.00009685713,0.0004570832,0.00006371437,0.00007192637,0.003434947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009590785,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200600309","doi":"10.1111/1759-7714.14281","title":"<scp>Short‐term</scp> safety of an <scp>anti‐severe</scp> acute respiratory syndrome coronavirus 2 messenger <scp>RNA</scp> vaccine for patients with advanced lung cancer treated with anticancer drugs: A multicenter, prospective, observational study","year":2021,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Chugai Pharmaceutical; Merck Sharp and Dohme; Bristol-Myers Squibb Canada; Ono Pharmaceutical; Shionogi; Nippon Shinyaku; Astellas Pharma; Boehringer Ingelheim; Nippon Kayaku; Daiichi Sankyo Company; Kyowa Kirin Pharmaceutical Development; Taiho Pharmaceutical; Celgene; Takeda Pharmaceutical Company; Novartis; Pfizer","keywords":"Medicine; Vaccination; Adverse effect; Lung cancer; Internal medicine; Cancer; Coronavirus; Chemotherapy; Immunology; Disease; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Tomoki Tamura","is_ca":false},{"name":"Kiichiro Ninomiya","is_ca":false},{"name":"Toshio Kubo","is_ca":false},{"name":"Shoichi Kuyama","is_ca":false},{"name":"Sayaka Tachibana","is_ca":false},{"name":"Koji Inoue","is_ca":false},{"name":"Kenichi Chikamori","is_ca":false},{"name":"Kenichiro Kudo","is_ca":false},{"name":"Nobuaki Ochi","is_ca":false},{"name":"Daijiro Harada","is_ca":false},{"name":"Yoshinobu Maeda","is_ca":false},{"name":"Katsuyuki Kiura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04150831443297955,"gpt":0.3880192247875337,"spread":0.3465109103545542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005746951,0.0009694274,0.001811367,0.0004099408,0.0003930179,0.0001067871,0.0005296189,0.0002877399,0.00004358781],"category_scores_gemma":[0.0005098446,0.000770092,0.000257011,0.001885592,0.0002737768,0.0009079133,0.0002232588,0.0007855418,0.000007047287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133149,"about_ca_system_score_gemma":0.002463374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931567,"about_ca_topic_score_gemma":0.001425679,"domain_scores_codex":[0.9931551,0.0003119518,0.001160871,0.001813448,0.002143942,0.001414668],"domain_scores_gemma":[0.9933882,0.001062996,0.0006358371,0.001298161,0.003263427,0.0003513889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002505987,0.00362808,0.9586274,0.0009471927,0.003155174,0.000467308,0.00273517,0.0001332426,0.02209724,0.00001068348,0.000484898,0.005207617],"study_design_scores_gemma":[0.01804271,0.003206202,0.9086502,0.001366688,0.001969592,0.00004032679,0.001998263,0.0007124839,0.05609086,0.000007458294,0.007704921,0.0002103113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872206,0.003412124,0.0001194628,0.00004070159,0.0002924016,0.006687663,0.001576883,0.0002056979,0.0004444233],"genre_scores_gemma":[0.9910738,0.0002383188,0.0007966529,0.002659623,0.0002661214,0.003525406,0.0002348242,0.0002995841,0.000905685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04997722,"threshold_uncertainty_score":0.999475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739276358","doi":"10.1111/1759-7714.12481","title":"Influence of trainee involvement on procedural characteristics for linear endobronchial ultrasound","year":2017,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Endobronchial ultrasound; Pulmonologists; Radiology; Sampling (signal processing); Retrospective cohort study; Ultrasound; Lidocaine; Lymph node; Bronchoscopy; Surgery; Internal medicine; Intensive care medicine","authors":[{"name":"Sébastien Nguyen","is_ca":false},{"name":"Nancy Ferland","is_ca":false},{"name":"Stéphane Beaudoin","is_ca":true},{"name":"Simon Martel","is_ca":false},{"name":"Mathieu Simon","is_ca":false},{"name":"Francis Laberge","is_ca":false},{"name":"Noël Lampron","is_ca":false},{"name":"Marc Fortin","is_ca":false},{"name":"Antoine Delage","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03718418384644176,"gpt":0.382425259308645,"spread":0.3452410754622032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103641,0.0001554662,0.0003353588,0.00003522824,0.000146108,0.0000204202,0.0001223335,0.00005488381,0.00005572028],"category_scores_gemma":[0.0001719844,0.000120553,0.0001047099,0.00002721455,0.0001085955,0.00007112062,0.00002037301,0.00008346375,0.000005971131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507131,"about_ca_system_score_gemma":0.0002377297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002993298,"about_ca_topic_score_gemma":0.0001000821,"domain_scores_codex":[0.9990817,0.000007394648,0.0002421702,0.0002399011,0.0002153945,0.0002134034],"domain_scores_gemma":[0.9989651,0.00007416602,0.0002545675,0.000444849,0.0001627779,0.00009858185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007939587,0.002619553,0.8346888,0.005476632,0.001291644,0.00004219908,0.002803815,0.0004167904,0.03854508,0.001889628,0.005612915,0.0986733],"study_design_scores_gemma":[0.002602083,0.001284531,0.8899326,0.001118128,0.0003912866,0.000005458513,0.00003785377,0.00009302586,0.09690282,0.0001282547,0.007294737,0.0002091697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965916,0.0001487604,0.00001783115,0.001429195,0.00020539,0.0009316246,0.0002418973,0.00002158652,0.0004121156],"genre_scores_gemma":[0.9970989,0.0003820302,0.0003134742,0.0005921136,0.0005743689,0.0005752122,0.00003660776,0.0000230559,0.0004042921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09846413,"threshold_uncertainty_score":0.4916008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965808625","doi":"10.1111/1759-7714.13157","title":"Drainage tube hole suture improvement: Removal‐free stitches","year":2019,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Fibrous joint; Drainage; Tube (container); Surgery; Mechanical engineering","authors":[{"name":"Rui Fu","is_ca":false},{"name":"Jia‐Tao Zhang","is_ca":false},{"name":"Song Dong","is_ca":false},{"name":"Ying Chen","is_ca":false},{"name":"Chao Zhang","is_ca":false},{"name":"Wen‐Fang Tang","is_ca":false},{"name":"Jin Xia","is_ca":false},{"name":"Qiang Nie","is_ca":false},{"name":"Wen‐Zhao Zhong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01435744533097591,"gpt":0.3113246351620205,"spread":0.2969671898310445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001449313,0.000180259,0.0003251306,0.00005121715,0.00005472044,0.00002804526,0.0001584233,0.000119636,0.004835385],"category_scores_gemma":[0.00004936078,0.0001312287,0.0001698611,0.0001984891,0.00005389833,0.00008499319,0.00009816665,0.0002545498,0.0002450478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009811812,"about_ca_system_score_gemma":0.00008584397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002707904,"about_ca_topic_score_gemma":0.0000381837,"domain_scores_codex":[0.9988068,0.00001993704,0.0001822065,0.0003363644,0.0003171177,0.0003375488],"domain_scores_gemma":[0.9990988,0.00004924023,0.00006406796,0.0005596969,0.00006693256,0.0001611958],"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":[0.002295901,0.0003972889,0.01580947,0.001377787,0.000490597,0.0006851417,0.001470369,0.00009894752,0.3471866,0.004818007,0.03046897,0.5949009],"study_design_scores_gemma":[0.002703104,0.000544404,0.03629431,0.0006355225,0.0002781249,0.00007396458,0.0009249842,0.0002846833,0.06551889,0.002246162,0.8898908,0.0006050738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438816,0.004777823,0.00001202571,0.004656522,0.000601228,0.0004763827,0.00003664647,0.0001109772,0.04544678],"genre_scores_gemma":[0.9516993,0.0002871606,0.0002301592,0.002374338,0.0008864388,0.00003477855,0.00001833601,0.00003690599,0.04443257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8594218,"threshold_uncertainty_score":0.9960743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281478061","doi":"10.1111/1759-7714.14433","title":"The quality of life in neoadjuvant versus adjuvant therapy of esophageal cancer treatment trial (<scp>QUINTETT</scp>): Randomized parallel clinical superiority trial","year":2022,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Esophageal cancer; Neoadjuvant therapy; Radiation therapy; Adverse effect; Chemotherapy; Epirubicin; Internal medicine; Randomized controlled trial; Quality of life (healthcare); Fluorouracil; Dysphagia; Oncology; Adjuvant; Chemoradiotherapy; Surgery; Cancer; Breast cancer; Cyclophosphamide","authors":[{"name":"Richard Malthaner","is_ca":true},{"name":"Edward Yu","is_ca":true},{"name":"Michael Sanatani","is_ca":true},{"name":"Debra Lewis","is_ca":true},{"name":"Andrew Warner","is_ca":true},{"name":"A. Rashid Dar","is_ca":true},{"name":"Brian Yaremko","is_ca":true},{"name":"Joel Bierer","is_ca":true},{"name":"David A. Palma","is_ca":true},{"name":"Dalilah Fortin","is_ca":true},{"name":"Richard Inculet","is_ca":true},{"name":"Éric Fréchette","is_ca":true},{"name":"Jacques Raphael","is_ca":true},{"name":"Stewart Gaede","is_ca":true},{"name":"Sara Kuruvilla","is_ca":true},{"name":"Jawaid Younus","is_ca":true},{"name":"Mark Vincent","is_ca":true},{"name":"George Rodrigues","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.162281856871122,"gpt":0.4941299816869578,"spread":0.3318481248158357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005318701,0.0004030673,0.002780337,0.0001511771,0.000242897,0.00002053559,0.0003606433,0.0001321902,0.0006361405],"category_scores_gemma":[0.001440954,0.0002480507,0.001175663,0.0005037643,0.0008353702,0.00007269095,0.000158576,0.0006639917,0.000003936603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150636,"about_ca_system_score_gemma":0.003104995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02089243,"about_ca_topic_score_gemma":0.003202322,"domain_scores_codex":[0.991826,0.003193909,0.002245826,0.0006335478,0.001416952,0.0006837731],"domain_scores_gemma":[0.9930944,0.004695754,0.0008089781,0.0008095914,0.0002178493,0.0003733817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.905404,0.002303445,0.01205489,0.00005604471,0.001315614,0.00005625964,0.0009998557,0.0001233056,0.00002977571,0.000131954,0.0002470719,0.07727778],"study_design_scores_gemma":[0.9767426,0.01005757,0.008797449,0.00004867083,0.0002684058,0.000001661078,0.0007715383,0.0001413803,0.0007083369,0.0001106902,0.002246088,0.0001056668],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869241,0.1025092,0.000008215628,0.00113844,0.00208887,0.006735552,0.0003331582,0.00003200141,0.0002304659],"genre_scores_gemma":[0.9516231,0.04021319,0.0000548656,0.0001294865,0.000899149,0.006381959,0.00004409348,0.0000434426,0.0006107104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07717212,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391034036","doi":"10.1111/1759-7714.15205","title":"Real‐world survival outcomes of immunotherapy for advanced non‐small cell lung cancer: A single‐center retrospective review","year":2024,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Windsor Regional Hospital; University of Windsor; Western University","funders":"","keywords":"Medicine; Chemoimmunotherapy; Lung cancer; Immunotherapy; Internal medicine; Oncology; Chemotherapy; Clinical trial; Survival analysis; Stage (stratigraphy); Survival rate; Cancer; Surgery","authors":[{"name":"Gopika Punchhi","is_ca":true},{"name":"Abdulkadir Hussein","is_ca":true},{"name":"Swati Kulkarni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02591510720158906,"gpt":0.3758785449583016,"spread":0.3499634377567125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004489021,0.00037262,0.00108812,0.0001946453,0.00007025534,0.00002975858,0.0001885937,0.0000957127,0.001016455],"category_scores_gemma":[0.00001674284,0.000295516,0.0006104398,0.0007252194,0.0001104604,0.0001192435,0.00003233277,0.0002473508,0.000004185976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040619,"about_ca_system_score_gemma":0.0005137146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640973,"about_ca_topic_score_gemma":0.001466777,"domain_scores_codex":[0.9979098,0.00005134329,0.0006737602,0.0005629301,0.0003524075,0.000449687],"domain_scores_gemma":[0.9987517,0.0001288217,0.0002451633,0.0005202604,0.000261767,0.00009227439],"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":[0.01076375,0.0007005621,0.126717,0.03153514,0.003410952,0.00003669695,0.001705174,0.00001088254,0.3168709,0.0001133594,0.02131291,0.4868227],"study_design_scores_gemma":[0.01767663,0.002421875,0.1233007,0.09800705,0.004222838,0.00003531729,0.0004033525,0.0007489361,0.2253796,0.0002121646,0.5249933,0.002598205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3180886,0.6529532,0.0008008658,0.007148755,0.004648875,0.005307053,0.001167538,0.0003225533,0.009562601],"genre_scores_gemma":[0.4287418,0.532838,0.001611985,0.003132556,0.0007644134,0.002208939,0.0001100454,0.0002800375,0.03031219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5036804,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323066767","doi":"10.1111/1759-7714.14825","title":"Clinical and genomic features of non‐small cell lung cancer occurring in families","year":2023,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"Japan Society for the Promotion of Science; Kobayashi Foundation for Cancer Research","keywords":"Germline; Nonsynonymous substitution; Genetics; Germline mutation; Exome; Carcinogenesis; Exome sequencing; Lung cancer; Somatic cell; Gene; Medicine; Biology; Mutation; Genome; Oncology","authors":[{"name":"Shingo Miyabe","is_ca":true},{"name":"Shin Ito","is_ca":false},{"name":"Ikuro Sato","is_ca":false},{"name":"Jiro Abe","is_ca":false},{"name":"Keiichi Tamai","is_ca":false},{"name":"Mai Mochizuki","is_ca":false},{"name":"Haruna Fujimori","is_ca":false},{"name":"Kazunori Yamaguchi","is_ca":false},{"name":"Norihisa Shindo","is_ca":false},{"name":"Hiroshi Shima","is_ca":false},{"name":"Tomoko Yamazaki","is_ca":false},{"name":"Makoto Abue","is_ca":false},{"name":"Yoshinori Okada","is_ca":true},{"name":"Jun Yasuda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01579160679204811,"gpt":0.350077222367807,"spread":0.3342856155757589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001447139,0.0001051577,0.0001705018,0.0000595276,0.000029143,0.000009733688,0.0001093899,0.00009663861,0.00001326704],"category_scores_gemma":[0.0000123852,0.00009847766,0.00006665327,0.0001027028,0.00007549753,0.000001721419,0.0001424785,0.00007865805,0.00000152148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127477,"about_ca_system_score_gemma":0.0001459294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000573506,"about_ca_topic_score_gemma":0.001309174,"domain_scores_codex":[0.9992687,0.00002838075,0.0002013818,0.0002685993,0.00004855417,0.000184416],"domain_scores_gemma":[0.9996649,0.00001307756,0.00006527183,0.0001658282,0.00003136703,0.00005955263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001541058,0.00004581622,0.7099391,0.0003353574,0.00006141639,0.00001168415,0.000286853,0.001010429,0.2510084,0.000005084962,0.002781208,0.03436049],"study_design_scores_gemma":[0.0005322817,0.00004655775,0.9593305,0.00009674477,0.00005934331,0.000001874149,0.0003286091,0.0004143677,0.03302101,0.00002189988,0.005898488,0.0002483526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845007,0.01466137,0.000009482231,0.00004364849,0.0002153234,0.0001429072,0.0001221929,0.000007184904,0.000297159],"genre_scores_gemma":[0.9845937,0.01439792,0.00007506858,0.0001387735,0.0001878507,0.00004489305,0.00002387505,0.0000176743,0.0005202843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2493913,"threshold_uncertainty_score":0.4015802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107966796","doi":"10.1111/1759-7714.13744","title":"Validating impact of pretreatment tumor growth rate on outcome of early‐stage lung cancer treated with stereotactic body radiation therapy","year":2020,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Ottawa Hospital; Princess Margaret Cancer Centre; University of Ottawa","funders":"","keywords":"Medicine; Stage (stratigraphy); Lung cancer; Retrospective cohort study; Nuclear medicine; Radiation therapy; Log-rank test; Proportional hazards model; Internal medicine","authors":[{"name":"Soha Atallah","is_ca":true},{"name":"Lisa W. Le","is_ca":true},{"name":"Andrea Bezjak","is_ca":true},{"name":"Robert M. MacRae","is_ca":true},{"name":"Andrew Hope","is_ca":true},{"name":"Jason Pantarotto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04028796111587278,"gpt":0.3919406946732941,"spread":0.3516527335574213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009939698,0.0003087365,0.0006949355,0.00009151602,0.00004336398,0.00001683036,0.00007148269,0.00004743597,0.0005911],"category_scores_gemma":[0.00002067452,0.0001925885,0.000200268,0.0003925606,0.00004700432,0.0001150582,0.00001417902,0.0001286973,0.000003248489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115847,"about_ca_system_score_gemma":0.0003151276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314243,"about_ca_topic_score_gemma":0.00008431883,"domain_scores_codex":[0.9985027,0.00009345035,0.0004237321,0.0003759602,0.000341965,0.000262248],"domain_scores_gemma":[0.9987772,0.00009600267,0.0004856842,0.0002834621,0.0001730003,0.0001847026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005215743,0.0003981484,0.983328,0.0004512817,0.001800352,0.00004715519,0.001045812,0.0003399125,0.00299384,0.0000119821,0.00009574852,0.004271966],"study_design_scores_gemma":[0.004515218,0.00447994,0.8564215,0.0006354834,0.0008224343,0.000002469512,0.00002705702,0.0005524773,0.1323318,0.000001463773,0.00002255288,0.000187656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955161,0.001938589,0.000008814858,0.0006288232,0.00004971293,0.001253688,0.0002769097,0.00004852773,0.000278845],"genre_scores_gemma":[0.9977576,0.001222838,0.00003223391,0.0002554367,0.0001204986,0.0003764099,0.00003610669,0.00005685829,0.0001420432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129338,"threshold_uncertainty_score":0.9934291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1668780299","doi":"10.1111/1759-7714.12102","title":"Tumor response and clinical toxicity associated with second‐line chemotherapy regimens for advanced non‐squamous non‐small cell lung cancer: A retrospective cohort study","year":2014,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Treatments and Mutations","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":"SKiN Health; University of Toronto","funders":"Eli Lilly and Company","keywords":"Pemetrexed; Docetaxel; Medicine; Oncology; Internal medicine; Lung cancer; Neutropenia; Chemotherapy; Retrospective cohort study; Febrile neutropenia; Cisplatin","authors":[{"name":"Chengping Hu","is_ca":false},{"name":"Yan Wang","is_ca":false},{"name":"Jianhua Chen","is_ca":false},{"name":"Shengqi Wu","is_ca":false},{"name":"Xiaoling Li","is_ca":false},{"name":"Yuqin Wang","is_ca":false},{"name":"Yicheng Yang","is_ca":false},{"name":"Narayan Rajan","is_ca":false},{"name":"M. Papadimitropoulos","is_ca":true},{"name":"Qiong Xiao","is_ca":false},{"name":"Huan Zhan","is_ca":false},{"name":"Wendong Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0132996243427155,"gpt":0.3795160286502666,"spread":0.3662164043075511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001029974,0.0003539697,0.0009308267,0.00009352496,0.0002232645,0.00003300197,0.0000967251,0.0001177261,0.0001788799],"category_scores_gemma":[0.0001944268,0.000275552,0.0001286994,0.0002943961,0.0001225154,0.00009087548,0.0000297433,0.0003036452,0.000001699022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099161,"about_ca_system_score_gemma":0.0007076078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006102375,"about_ca_topic_score_gemma":0.005223475,"domain_scores_codex":[0.9978169,0.000168536,0.0004763847,0.0007948723,0.0002990497,0.0004442277],"domain_scores_gemma":[0.9979861,0.0004472885,0.000388005,0.0004624671,0.0004551238,0.0002609879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01552587,0.001513276,0.9713211,0.0001309754,0.001303266,0.00002935839,0.001872956,0.00005847913,0.001991583,0.000002229479,0.00122874,0.005022143],"study_design_scores_gemma":[0.01608762,0.005864803,0.9673879,0.0002838253,0.002315762,0.000007098486,0.0003870509,0.002473427,0.004089466,0.00001541365,0.0007124376,0.0003752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991499,0.0004987255,0.0007469664,0.0007445154,0.0002593419,0.005278165,0.0003191607,0.0001024153,0.0005517106],"genre_scores_gemma":[0.9879793,0.000134382,0.0006770784,0.001134437,0.0002892096,0.001897037,0.00004317388,0.00009493741,0.007750463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007198752,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403259921","doi":"10.1111/1759-7714.15463","title":"Prophylactic cranial irradiation in patients with resected small‐cell lung cancer: A systematic review and meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Thoracic Cancer","topic":"Lung Cancer Research Studies","field":"Medicine","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":"West China Hospital, Sichuan University; Sichuan University","keywords":"Medicine; Conventional PCI; Prophylactic cranial irradiation; Hazard ratio; Meta-analysis; Internal medicine; Subgroup analysis; Oncology; Chemoradiotherapy; Lung cancer; Confidence interval; Surgery; Gastroenterology; Cancer; Myocardial infarction","authors":[{"name":"Haoning Peng","is_ca":false},{"name":"Jianqi Hao","is_ca":false},{"name":"Bo Dong","is_ca":false},{"name":"Minqi Chen","is_ca":false},{"name":"Zongyuan Li","is_ca":false},{"name":"Cong Chen","is_ca":false},{"name":"Lunxu Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05474567747458375,"gpt":0.4321879469504419,"spread":0.3774422694758581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007147188,0.0007349587,0.008677717,0.0009531471,0.00007774917,0.00008302391,0.0002096632,0.0001924639,0.0002548656],"category_scores_gemma":[0.0001516651,0.0004091336,0.0008552084,0.003843589,0.00009328293,0.0001008081,0.0001433446,0.0009256374,0.00001606735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838127,"about_ca_system_score_gemma":0.001463626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693669,"about_ca_topic_score_gemma":0.002216107,"domain_scores_codex":[0.9959199,0.0006199324,0.001089525,0.0009515855,0.0008946826,0.000524323],"domain_scores_gemma":[0.9978767,0.0001650401,0.0006272982,0.0007331254,0.0003949198,0.0002028949],"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":[0.00007555106,0.00006237678,0.0001397353,0.904665,0.09136301,0.00003786178,0.000120868,0.000001328006,2.357827e-8,8.446665e-7,0.0001716282,0.003361764],"study_design_scores_gemma":[0.000287432,0.0001206321,0.00009934369,0.2002623,0.7968061,0.000003581966,0.000005873203,0.00001816361,1.013024e-7,9.090501e-7,0.002054932,0.000340651],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003491581,0.9860674,0.000002919378,0.0003034011,0.00007459507,0.01299652,0.0003505858,0.00007068002,0.00009895317],"genre_scores_gemma":[0.0002969912,0.9841189,0.00003820907,0.0001344954,0.00009653981,0.01305831,0.0001168456,0.0001199008,0.002019755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7054431,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1512537193","doi":"10.1111/j.1759-7714.2011.00088.x","title":"Design and application of a self‐evaluation questionnaire for individuals at a high‐risk of lung cancer","year":2011,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Treatments and Mutations","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":"University of Toronto","funders":"Sichuan University","keywords":"Medicine; Lung cancer; Internal medicine; Population; Depression (economics); Physical therapy; Reliability (semiconductor); Cancer; Oncology; Environmental health","authors":[{"name":"Bojiang Chen","is_ca":true},{"name":"Huibi Cao","is_ca":true},{"name":"Dongmei Wang","is_ca":true},{"name":"Dan Liu","is_ca":true},{"name":"Jing Zeng","is_ca":true},{"name":"Youjuan Wang","is_ca":true},{"name":"Shangfu Zhang","is_ca":true},{"name":"Jun Gao","is_ca":true},{"name":"Jianqun Yu","is_ca":true},{"name":"Weimin Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03342927822576069,"gpt":0.4003523300646746,"spread":0.3669230518389139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003306885,0.00009464816,0.0002159691,0.00007475806,0.00006229909,0.000002353034,0.00003174085,0.00005986383,0.0001037738],"category_scores_gemma":[0.00002591223,0.00007845124,0.0000382956,0.0001336679,0.00004851499,0.00006324059,0.00001392425,0.0000351455,5.832682e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041368,"about_ca_system_score_gemma":0.0003093468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141275,"about_ca_topic_score_gemma":0.0002296517,"domain_scores_codex":[0.9992381,0.00005614041,0.0002249839,0.0001863066,0.0001920343,0.0001024723],"domain_scores_gemma":[0.9991215,0.00004372308,0.0002827828,0.0001625073,0.000338144,0.00005135802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092767,0.0004194416,0.6266015,0.001358151,0.001718517,4.334431e-7,0.0150335,0.000653268,0.004385227,0.0006752629,0.0007075921,0.3473544],"study_design_scores_gemma":[0.00551625,0.0006953324,0.8461053,0.000994019,0.01468383,0.000007518904,0.0001709359,0.03282255,0.09558591,0.002537719,0.0005819147,0.0002987655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344505,0.008414667,0.05310988,0.0001890907,0.0001078883,0.003341601,0.000205588,0.0000397993,0.0001410078],"genre_scores_gemma":[0.9835991,0.0008818069,0.01262167,0.00003385329,0.00005259284,0.002649711,0.00003359018,0.00001737117,0.0001103501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3470556,"threshold_uncertainty_score":0.474869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414339724","doi":"10.1111/1759-7714.70165","title":"There Is More Than Meets the Eye With Ground Glass Nodules: Is It Too Early to Adopt Sublobar Resection as Standard of Care for Early Stage Lung Adenocarcinoma?","year":2025,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Diagnosis and Treatment","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":"Université de Montréal","funders":"","keywords":"Lung; Standard of care; Nodule (geology); Stage (stratigraphy); Resection","authors":[{"name":"Charles Leduc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01832153602166617,"gpt":0.3702807008149189,"spread":0.3519591647932527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635979,0.0002875848,0.0005174547,0.0001158136,0.0002113307,0.00007294278,0.0001867725,0.0001157848,0.000241549],"category_scores_gemma":[0.00001832607,0.00018155,0.0001771083,0.0004741073,0.0001044121,0.0001187096,0.00006096594,0.0001696449,0.000006589391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173877,"about_ca_system_score_gemma":0.0006053016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319598,"about_ca_topic_score_gemma":0.00680182,"domain_scores_codex":[0.9982113,0.00004334485,0.0002934386,0.0005220951,0.0005599734,0.0003698211],"domain_scores_gemma":[0.9983788,0.00007957355,0.0001393255,0.0006988465,0.0005739892,0.0001294293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01799759,0.0001802123,0.9057413,0.002950742,0.00189086,0.00004328137,0.03772255,0.0000522589,0.0001933239,0.0006482395,0.02039126,0.01218837],"study_design_scores_gemma":[0.004320552,0.005841103,0.8378909,0.004135753,0.002315074,0.000004489812,0.01465468,0.00003464428,0.05575951,0.00005912064,0.07453734,0.000446855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634775,0.0118967,0.0001389322,0.01888212,0.0002662247,0.002418645,0.0008682141,0.00003985957,0.002011827],"genre_scores_gemma":[0.9862003,0.00061571,0.0001939781,0.002088079,0.0001819121,0.0009961841,0.00002163128,0.00004985648,0.009652367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06785043,"threshold_uncertainty_score":0.9933752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416386963","doi":"10.1111/1759-7714.70183","title":"Pathologic Complete Response Predicts Long‐Term Survival Following Neoadjuvant Induction Chemotherapy and Chemo‐Radiotherapy in Stage‐ <scp>III</scp> Non‐Small Cell Lung Cancer","year":2025,"lang":"en","type":"article","venue":"Thoracic Cancer","topic":"Lung Cancer Diagnosis and Treatment","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":"Artificial Intelligence in Medicine (Canada)","funders":"Universität Duisburg-Essen","keywords":"Induction chemotherapy; Complete response; Chemotherapy; Lung cancer; Neoadjuvant therapy; Stage (stratigraphy); Induction therapy; Clinical trial","authors":[{"name":"Maja Guberina","is_ca":false},{"name":"Martin Metzenmacher","is_ca":false},{"name":"Christoph Pöttgen","is_ca":false},{"name":"Marcel Wiesweg","is_ca":false},{"name":"Nika Guberina","is_ca":false},{"name":"Anja Merkel‐Jens","is_ca":false},{"name":"Diana Lütke‐Brintrup","is_ca":false},{"name":"Servet Bölükbas","is_ca":false},{"name":"Wilfried Eberhardt","is_ca":false},{"name":"Georgios Stamatis","is_ca":false},{"name":"Fabian Doerr","is_ca":false},{"name":"Till Plönes","is_ca":false},{"name":"Christian Pieter Hoffmann","is_ca":false},{"name":"Gregor Zaun","is_ca":false},{"name":"Benedikt Höing","is_ca":false},{"name":"Cornelius Kürten","is_ca":false},{"name":"Emil Mladenov","is_ca":false},{"name":"George Iliakis","is_ca":false},{"name":"David Kersting","is_ca":false},{"name":"Wolfgang P. Fendler","is_ca":false},{"name":"Thomas Gauler","is_ca":false},{"name":"Marcel Opitz","is_ca":false},{"name":"Aleksandar Milošević","is_ca":false},{"name":"Michael Forsting","is_ca":false},{"name":"Felix Nensa","is_ca":true},{"name":"Lale Umutlu","is_ca":false},{"name":"Faustina Funke","is_ca":false},{"name":"Hubertus Hautzel","is_ca":false},{"name":"Ken Herrmann","is_ca":false},{"name":"Christian Taube","is_ca":false},{"name":"Dirk Theegarten","is_ca":false},{"name":"Clemens Aigner","is_ca":false},{"name":"Martin Schüler","is_ca":false},{"name":"Martin Stuschke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02346804154431012,"gpt":0.3443592443030782,"spread":0.320891202758768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006291001,0.0004317942,0.0008220707,0.0002965555,0.0001387825,0.00006632505,0.0001421497,0.0002369945,0.00008928934],"category_scores_gemma":[0.0000318775,0.0003715707,0.0001751853,0.0005722649,0.0001015848,0.000127229,0.00005789047,0.0003927859,0.000001899321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692902,"about_ca_system_score_gemma":0.0006039284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864831,"about_ca_topic_score_gemma":0.001007648,"domain_scores_codex":[0.9976751,0.0001763847,0.0004612583,0.0007777156,0.0003235708,0.0005859886],"domain_scores_gemma":[0.9988457,0.0002307282,0.0001836264,0.0004766435,0.00008188487,0.0001814035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002417742,0.0005652598,0.8952059,0.000905092,0.0006010335,0.0005005766,0.005234795,0.0001926782,0.03949145,0.000008237775,0.001261376,0.05361583],"study_design_scores_gemma":[0.009591834,0.0003823529,0.9482195,0.00187466,0.0004506892,0.00001124539,0.0004475542,0.0006981211,0.03478071,0.0000156115,0.003303277,0.0002244168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663758,0.02780056,0.000288347,0.001903373,0.001243226,0.001575034,0.00007366905,0.0001041091,0.000635888],"genre_scores_gemma":[0.976825,0.01469844,0.0003010087,0.001506308,0.0003152322,0.000902824,0.00002951074,0.00006782854,0.005353858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05339141,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}