{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"86bc18d86fec","filters":{"venue":"Current Pulmonology Reports"}},"results":[{"id":"W2990550192","doi":"10.1007/s13665-019-00235-w","title":"Duration of Antibiotic Therapy in Non-cystic Fibrosis Bronchiectasis","year":2019,"lang":"en","type":"article","venue":"Current Pulmonology Reports","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Bronchiectasis; Medicine; Cystic fibrosis; Antibiotics; Intensive care medicine; Population; Intravenous antibiotics; Internal medicine; Lung","authors":[{"name":"Ranjani Somayaji","is_ca":true},{"name":"Christopher H. Goss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01611852311366031,"gpt":0.3170983421527435,"spread":0.3009798190390832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001234,0.0001581884,0.0006000269,0.0006810604,0.0004038612,0.0006858371,0.0002262656,0.0006034453,0.002584776],"category_scores_gemma":[0.004321568,0.0001070003,0.0006242308,0.0007927305,0.0002626039,0.0004792371,0.0004098754,0.0007199977,0.0002533206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005856209,"about_ca_system_score_gemma":0.0005882804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946221,"about_ca_topic_score_gemma":0.002818424,"domain_scores_codex":[0.9991365,0.0002333012,0.0001875064,0.0001012131,0.0001769007,0.0001646135],"domain_scores_gemma":[0.9952182,0.001794988,0.001713693,0.00007933957,0.0001937511,0.0009999162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006136866,0.000248648,0.9598577,0.0003956644,0.0002229581,0.001128325,0.0002536999,0.0001534653,0.002024312,0.0001471524,0.000399551,0.0290316],"study_design_scores_gemma":[0.00003256659,0.0008307855,0.9960144,0.0001038942,0.00010479,0.001296347,0.0001390931,0.0001059832,0.0001255429,0.00004920415,0.00119002,0.000007505782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550855,0.03753055,0.0002214621,0.0005709467,0.0001264805,0.00001664235,0.0006560647,0.000009159804,0.005783209],"genre_scores_gemma":[0.9962199,0.002653851,0.00009047237,0.0001305826,0.0001252345,0.00001113769,0.0003763662,0.000003144246,0.0003893015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584776,"threshold_uncertainty_score":0.008646965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592317508","doi":"10.1007/s13665-017-0168-x","title":"Interstitial Lung Disease, Body Mass Index, Energy Expenditure and Malnutrition—a Review","year":2017,"lang":"en","type":"article","venue":"Current Pulmonology Reports","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Osteopenia; Malnutrition; Interstitial lung disease; Body mass index; Osteoporosis; Population; Intensive care medicine; Disease; Physical therapy; Lung; Internal medicine; Environmental health; Bone mineral","authors":[{"name":"Sylvia Rinaldi","is_ca":false},{"name":"Marco Mura","is_ca":true},{"name":"Janet Madill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01397442106375561,"gpt":0.3047385154339769,"spread":0.2907640943702213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007217344,0.0009692222,0.002002889,0.002864386,0.0002514077,0.001464729,0.0008277565,0.0009942927,0.002133392],"category_scores_gemma":[0.001401335,0.0002856562,0.0006850071,0.00385053,0.0005371609,0.001436738,0.000736103,0.001079337,0.0005266889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122379,"about_ca_system_score_gemma":0.001197343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543853,"about_ca_topic_score_gemma":0.002026172,"domain_scores_codex":[0.9996765,0.00005318758,0.00009731626,0.00006885584,0.00008443871,0.00001970173],"domain_scores_gemma":[0.9991897,0.0004579523,0.0001821525,0.00001286864,0.0001174773,0.00003992683],"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":[0.000404197,0.0002007995,0.006679913,0.04738453,0.0006541154,0.0006102139,0.0001387882,0.0004091151,0.0006725159,0.001489816,0.02407101,0.9172851],"study_design_scores_gemma":[0.0001667294,0.0007328827,0.04440368,0.04681563,0.003639387,0.01226643,0.0009661975,0.0006199323,0.0005652401,0.004610283,0.8850399,0.0001737049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001879746,0.9993812,0.00003698546,0.0001475788,0.0001107596,0.000002128163,0.00001544575,0.000001445233,0.000116441],"genre_scores_gemma":[0.00128052,0.9979181,0.0001052308,0.0001270842,0.0004525447,0.000005020055,0.00002958683,5.613144e-7,0.00008145957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002864386,"threshold_uncertainty_score":0.007136941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405464195","doi":"10.1007/s13665-024-00367-8","title":"Transbronchial Approach to Peripheral Lung Lesions- How Good are the Robotic and Non-Robotic Approaches Compared with CT Guided Biopsy?","year":2024,"lang":"en","type":"article","venue":"Current Pulmonology Reports","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Peripheral; Medicine; Lung; Radiology; Biopsy; Internal medicine","authors":[{"name":"Félix Rinfret","is_ca":true},{"name":"Erik Vakil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05878830191693148,"gpt":0.2980708634085419,"spread":0.2392825614916105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0253952,0.001030173,0.003229683,0.001581387,0.0007128664,0.004677594,0.00170833,0.003073394,0.005576569],"category_scores_gemma":[0.05891018,0.0005368195,0.003272142,0.001310515,0.00337983,0.01046876,0.001407245,0.00366712,0.001827813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719601,"about_ca_system_score_gemma":0.001531099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520856,"about_ca_topic_score_gemma":0.00682087,"domain_scores_codex":[0.9914622,0.00413293,0.001093934,0.0009896563,0.001845574,0.0004756944],"domain_scores_gemma":[0.9522887,0.03245869,0.005550981,0.001994953,0.005440283,0.002266254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009977247,0.0004479441,0.07160545,0.00527252,0.002953693,0.0005068379,0.0003593362,0.00332497,0.001532937,0.003517186,0.008232257,0.8922697],"study_design_scores_gemma":[0.002949655,0.04616904,0.5867863,0.03690497,0.02233343,0.02088683,0.009045607,0.02458049,0.007808134,0.03567855,0.2052504,0.001606612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.131804,0.779505,0.009288294,0.04966243,0.01037588,0.0001686076,0.0006056763,0.0001590728,0.0184312],"genre_scores_gemma":[0.7029777,0.2484368,0.01511035,0.01306317,0.01671137,0.0001284324,0.0007293408,0.0002676976,0.002575254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0253952,"threshold_uncertainty_score":0.1343043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584130961","doi":"10.1007/s13665-017-0165-0","title":"Identifying nutritional risk in critical illness","year":2017,"lang":"en","type":"article","venue":"Current Pulmonology Reports","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Intensive care medicine; Critically ill; Medical nutrition therapy; Critical illness; Psychological intervention; Intervention (counseling); Body mass index; Internal medicine; Psychiatry","authors":[{"name":"Michelle Kozeniecki","is_ca":false},{"name":"Panna A. Codner","is_ca":false},{"name":"Daren K. Heyland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1291593852214615,"gpt":0.4686229072349379,"spread":0.3394635220134765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006704889,0.0004491745,0.0003782787,0.001743804,0.0004532311,0.001041573,0.000294771,0.0006437466,0.001284362],"category_scores_gemma":[0.003518625,0.0001636848,0.0002566722,0.0008375495,0.0001605919,0.0007765042,0.0007733617,0.0008396744,0.0002626647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907377,"about_ca_system_score_gemma":0.0004857787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003099611,"about_ca_topic_score_gemma":0.00506225,"domain_scores_codex":[0.9997277,0.00009044611,0.00005117018,0.00002827004,0.00005834106,0.00004406318],"domain_scores_gemma":[0.9990183,0.0002717019,0.0003031213,0.00003101296,0.0001736143,0.0002022006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001726159,0.0001605395,0.979779,0.00004318299,0.00003847686,0.0001746381,0.00009289338,0.00006124392,0.0002441214,0.00007314769,0.0005110886,0.01864909],"study_design_scores_gemma":[0.00001744873,0.0003974641,0.9937424,0.0001931036,0.0001016427,0.0006084083,0.0008539158,0.0009288397,0.0004522387,0.0006637548,0.00202558,0.0000152024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.983375,0.005626984,0.0006528041,0.001897988,0.0001800442,0.00005834833,0.0004958782,0.00001954622,0.00769331],"genre_scores_gemma":[0.9938804,0.002845827,0.001443869,0.0003119154,0.0002025391,0.00003182405,0.0004144644,0.000004842471,0.0008642523],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003099611,"threshold_uncertainty_score":0.00616318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886449380","doi":"10.1007/s13665-018-0205-4","title":"Rising to the Challenge of Unmet Need: Expanding the Lung Donor Pool","year":2018,"lang":"en","type":"article","venue":"Current Pulmonology Reports","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Economic shortage; Organ donation; Transplantation; Lung transplantation; Donation; Lung; Surgery; Internal medicine","authors":[{"name":"Aadil Ali","is_ca":true},{"name":"Shaf Keshavjee","is_ca":true},{"name":"Marcelo Cypel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04889292047620554,"gpt":0.3816597568980294,"spread":0.3327668364218239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02147765,0.0006778119,0.001307767,0.002533838,0.00263653,0.00919494,0.00256932,0.003779691,0.02416857],"category_scores_gemma":[0.03262637,0.0002814844,0.0009728312,0.001579352,0.003015586,0.01282804,0.01247491,0.006109347,0.003989149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251899,"about_ca_system_score_gemma":0.01487239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516645,"about_ca_topic_score_gemma":0.003142442,"domain_scores_codex":[0.9906275,0.006080905,0.0004300884,0.0005889607,0.001230025,0.001042499],"domain_scores_gemma":[0.9673439,0.01355626,0.002641598,0.00137679,0.002922341,0.01215915],"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":[0.0006725937,0.001047165,0.05236629,0.00217161,0.0001122223,0.001307255,0.003203842,0.0008597864,0.001018288,0.04366898,0.1408954,0.7526766],"study_design_scores_gemma":[0.0005475454,0.001901811,0.05869732,0.0138313,0.0003057394,0.008153339,0.03199896,0.005211058,0.002294715,0.307972,0.5687003,0.0003859693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.06521513,0.08932379,0.02244435,0.7818008,0.01274509,0.0004078612,0.0009407917,0.0002728499,0.02684928],"genre_scores_gemma":[0.6128528,0.1338747,0.03646854,0.1533532,0.04729751,0.001665739,0.001464683,0.0004399673,0.01258298],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02416857,"threshold_uncertainty_score":0.1135859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1006974744","doi":"10.1007/s13665-015-0123-7","title":"Biomarkers in interstitial lung disease: moving towards composite indexes and multimarkers?","year":2015,"lang":"en","type":"article","venue":"Current Pulmonology Reports","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Hypersensitivity pneumonitis; Interstitial lung disease; Biomarker; Sarcoidosis; Bronchoalveolar lavage; Idiopathic pulmonary fibrosis; Lung; Pathological; Fibrosis; Disease; Pulmonary fibrosis; Pathology; Internal medicine","authors":[{"name":"Kjetil Ask","is_ca":true},{"name":"Nathan Hambly","is_ca":true},{"name":"Martin Kolb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02433124622362965,"gpt":0.3076411380088473,"spread":0.2833098917852176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05828841,0.002461491,0.00917451,0.005547868,0.001387195,0.01407616,0.004243128,0.004791019,0.005474607],"category_scores_gemma":[0.08028755,0.001667593,0.003080003,0.00605034,0.003926406,0.02264543,0.007166509,0.01188298,0.002330289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002571592,"about_ca_system_score_gemma":0.004681183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003319819,"about_ca_topic_score_gemma":0.005006283,"domain_scores_codex":[0.9767968,0.009529438,0.004606652,0.003109953,0.005104593,0.0008524912],"domain_scores_gemma":[0.9132726,0.04510677,0.008765493,0.008328942,0.02027612,0.004250067],"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":[0.002301932,0.0007645718,0.2456114,0.003203,0.00294796,0.0001519353,0.0007688879,0.001855498,0.001385664,0.02389706,0.04242079,0.6746913],"study_design_scores_gemma":[0.001306691,0.005030934,0.4490342,0.01095355,0.005974541,0.002604031,0.004441122,0.02614991,0.003394304,0.2986586,0.1910045,0.001447635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08030327,0.5664031,0.06861755,0.2503422,0.01437829,0.0003708332,0.00340751,0.001264697,0.01491248],"genre_scores_gemma":[0.4943334,0.2130061,0.1493535,0.08619194,0.04671511,0.00111746,0.004263587,0.0005483256,0.004470528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05828841,"threshold_uncertainty_score":0.3082623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091507544","doi":"10.1007/s13665-015-0112-x","title":"Management of fungal infections in lung transplant recipients","year":2015,"lang":"en","type":"article","venue":"Current Pulmonology Reports","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"King Faisal Specialist Hospital and Research Centre","keywords":"Medicine; Lung; Lung transplantation; Intensive care medicine; Fungal disease; Immunology; Internal medicine; Dermatology","authors":[{"name":"Ali Alghamdi","is_ca":true},{"name":"Shahid Husain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04049857585425552,"gpt":0.3338847827720324,"spread":0.2933862069177769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000474275,0.0002408338,0.0002956551,0.0004912608,0.000671833,0.001059623,0.0003612412,0.0007072627,0.001062696],"category_scores_gemma":[0.001704445,0.00008170976,0.0002832718,0.0002457694,0.0002147734,0.0004875784,0.0004493169,0.0009217436,0.000264057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211449,"about_ca_system_score_gemma":0.0004328815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450333,"about_ca_topic_score_gemma":0.0004491441,"domain_scores_codex":[0.9996266,0.000107899,0.00005297142,0.00002774028,0.0001056358,0.00007910222],"domain_scores_gemma":[0.9996624,0.0000646241,0.0001069717,0.000008797174,0.00002876329,0.0001285103],"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":[0.001157021,0.001689194,0.4326583,0.0005921776,0.000205865,0.03605592,0.0009170318,0.001093317,0.01002508,0.001373665,0.01468685,0.4995456],"study_design_scores_gemma":[0.00027869,0.004866738,0.7496463,0.002008574,0.0004405543,0.1793653,0.004247387,0.005132019,0.008686811,0.00495912,0.04028599,0.00008245746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8389067,0.1088313,0.004261552,0.01851523,0.0008896753,0.00009859107,0.00008112217,0.0001375638,0.02827838],"genre_scores_gemma":[0.9828582,0.01229064,0.001179024,0.001386226,0.001368737,0.00002675911,0.00006776047,0.000008232218,0.0008144155],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001062696,"threshold_uncertainty_score":0.003555059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}