{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":116,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":116,"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"},"query_hash":"0ff541425543","filters":{"topic":"Pneumothorax, Barotrauma, Emphysema"}},"results":[{"id":"W2085129512","doi":"10.1007/s00134-004-2187-7","title":"Incidence, risk factors and outcome of barotrauma in mechanically ventilated patients","year":2004,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Mechanical ventilation; ARDS; Intensive care; Pneumonia; Cohort; Incidence (geometry); Anesthesia; Internal medicine; Intensive care medicine; Lung","retraction":null,"screen_n_in":null,"score":{"opus":0.02655832809911223,"gpt":0.3112225306930702,"spread":0.2846642025939579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194711,0.0003378575,0.001070676,0.0004406607,0.00003962484,0.000004088999,0.0001503481,0.0002046132,0.00005898263],"category_scores_gemma":[0.006248194,0.0002442112,0.0001164416,0.0004967977,0.0003535947,0.00009152532,0.0000974624,0.0005279143,0.000009128616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000266871,"about_ca_system_score_gemma":0.00007907069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464907,"about_ca_topic_score_gemma":0.0003706117,"domain_scores_codex":[0.9975663,0.00006653728,0.0009230943,0.0004696288,0.0006124147,0.0003620104],"domain_scores_gemma":[0.9962325,0.000162165,0.0003275539,0.0004272424,0.002567192,0.0002834123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002460839,0.00008105819,0.9839059,0.0002056124,0.00007251248,0.0001550897,0.006277078,0.000007811056,0.007694385,0.00006686863,0.00008588481,0.001201691],"study_design_scores_gemma":[0.005419395,0.002183221,0.9649281,0.001809477,0.0002370799,0.00003374248,0.01066845,0.00001146875,0.014047,0.0003936709,0.00006339828,0.0002050194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968565,0.0004787643,0.00006902222,0.0009749022,0.0004104167,0.0008274632,0.0000363207,0.00005469903,0.0002919722],"genre_scores_gemma":[0.9982471,0.00009326642,0.0001473731,0.001291355,0.00006509559,0.00001358368,0.00008077367,0.00004207591,0.00001935134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01897785,"threshold_uncertainty_score":0.9958644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977765971","doi":"10.1378/chest.121.2.647","title":"Simple Construction of a Subcutaneous Catheter for Treatment of Severe Subcutaneous Emphysema","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":76,"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":"Subcutaneous emphysema; Medicine; Surgery; Catheter; Subcutaneous injection; Intensive care medicine; Internal medicine; Complication","retraction":null,"screen_n_in":null,"score":{"opus":0.03958946042436259,"gpt":0.2839855018494613,"spread":0.2443960414250987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009515283,0.0002428693,0.0006899907,0.0001654729,0.00009231622,0.00001557283,0.0001030093,0.0001394613,0.0004132555],"category_scores_gemma":[0.00007156857,0.0001970166,0.000435295,0.0001479273,0.0001702332,0.0000753218,0.00001149299,0.0001101558,0.00001407087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450946,"about_ca_system_score_gemma":0.00008902408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001863989,"about_ca_topic_score_gemma":0.000007476864,"domain_scores_codex":[0.9984377,0.00004088499,0.0006491609,0.0002182703,0.0003062735,0.0003476944],"domain_scores_gemma":[0.998552,0.0001529184,0.0004587798,0.0003246302,0.0002892956,0.000222417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.008219563,0.01078384,0.05939045,0.003365081,0.003124417,0.006200692,0.01470665,0.0003225023,0.539504,0.0004511127,0.004627143,0.3493046],"study_design_scores_gemma":[0.01992641,0.05462503,0.01248924,0.0009449304,0.002794741,0.5382796,0.002511243,0.002542853,0.3233862,0.004771906,0.03641655,0.001311312],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996953,0.0005719081,0.0002447176,0.0003698089,0.0002165444,0.0005205513,0.00006498158,0.00002733102,0.001031151],"genre_scores_gemma":[0.9940682,0.0003413553,0.004496776,0.00003911123,0.0003808867,0.00001420278,0.00001228979,0.00004641163,0.0006007689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5320789,"threshold_uncertainty_score":0.8034106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024438745","doi":"10.1016/j.jpedsurg.2004.01.045","title":"Spontaneous pneumomediastinum: are we overinvestigating?","year":2004,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pneumomediastinum; Subcutaneous emphysema; Pneumothorax; Chest pain; Perforation; Bronchospasm; Surgery; Pediatrics; Radiology; Asthma; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03958491584907047,"gpt":0.27444685194848,"spread":0.2348619360994095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009855395,0.0003080287,0.001002847,0.0007991962,0.00007663422,0.00003615,0.0001790725,0.0001773008,0.0001366084],"category_scores_gemma":[0.002164359,0.0002628129,0.000601945,0.0008409385,0.00008359739,0.0002455126,0.00004733761,0.0007225515,0.00008056693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313399,"about_ca_system_score_gemma":0.001258885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435168,"about_ca_topic_score_gemma":0.000004820013,"domain_scores_codex":[0.9968372,0.00008321113,0.001248772,0.0002505726,0.001054408,0.0005258391],"domain_scores_gemma":[0.9962345,0.0009294052,0.001396752,0.0003262565,0.000385556,0.0007275626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059421,0.001685941,0.6488332,0.001390887,0.0004612851,0.2024091,0.001366336,0.001118988,0.0128323,0.00005344434,0.119898,0.008891071],"study_design_scores_gemma":[0.008128129,0.002089921,0.7096853,0.002630084,0.002925172,0.2378748,0.001575154,0.00003963462,0.008422292,0.004635193,0.0198903,0.002104064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902294,0.002251558,0.00006600292,0.004972856,0.001936017,0.0001474461,0.000009192683,0.0000663098,0.0003212185],"genre_scores_gemma":[0.9823703,0.002019981,0.001675871,0.0006473803,0.01303758,0.000003491557,0.00000309052,0.0000703031,0.000171989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1000077,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084702389","doi":"10.1007/s00261-020-02739-5","title":"Abdominal imaging findings in patients with SARS-CoV-2 infection: a scoping review","year":2020,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Hepatology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Internal medicine; Coronavirus Infections; Virology; Betacoronavirus; Intensive care medicine; Pathology; Radiology; Infectious disease (medical specialty); Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.04307657642510932,"gpt":0.3731138467748768,"spread":0.3300372703497675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006882524,0.001037052,0.006250388,0.0006174655,0.00009933052,0.00002849166,0.0003567225,0.0004219365,0.00009748212],"category_scores_gemma":[0.000686308,0.0008230191,0.000699042,0.001171488,0.0003196313,0.0001844486,0.0001677445,0.0015558,0.0003372061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303792,"about_ca_system_score_gemma":0.001138034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007771902,"about_ca_topic_score_gemma":0.0000297218,"domain_scores_codex":[0.9949846,0.0006366047,0.001720091,0.00131898,0.0004374159,0.0009023357],"domain_scores_gemma":[0.9977345,0.0003723798,0.0007712008,0.0007439329,0.0001554954,0.0002224388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000354604,0.0001716474,0.004998442,0.1877958,0.0002787751,0.001133867,0.00005449725,1.026487e-7,0.000006676119,0.00001293035,0.001538606,0.803654],"study_design_scores_gemma":[0.002996712,0.001086287,0.00227254,0.7196903,0.003248717,0.005131839,0.000003342312,0.00001000966,0.0000081161,0.000007993266,0.2645796,0.0009644711],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001396073,0.9915865,0.00008577992,0.0004585843,0.0003443633,0.005256586,0.00001611207,0.0001064384,0.0007495697],"genre_scores_gemma":[0.0002376475,0.9954826,0.0008876725,0.001996791,0.0004403004,0.000550119,0.000212103,0.0001727519,0.00001999924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8026896,"threshold_uncertainty_score":0.9994221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016625741","doi":"10.1503/cmaj.200609","title":"SARS-CoV-2 infection associated with spontaneous pneumothorax","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pneumothorax; Emergency department; Chest pain; Medical history; Past medical history; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02061036608944543,"gpt":0.2615607969771261,"spread":0.2409504308876807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00118356,0.0002677152,0.0005467372,0.0002318042,0.00031388,0.0001279624,0.0001811501,0.0006307925,0.001139029],"category_scores_gemma":[0.006151754,0.0002370914,0.0001819565,0.0007572277,0.00006394809,0.0002003968,0.0000169077,0.001925747,0.0003953139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002549017,"about_ca_system_score_gemma":0.004399711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002172468,"about_ca_topic_score_gemma":0.04227843,"domain_scores_codex":[0.9958099,0.0002989056,0.0005953682,0.0003228462,0.002174872,0.0007981249],"domain_scores_gemma":[0.9959084,0.000183936,0.000400748,0.0001431699,0.0006950526,0.002668741],"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":[0.0004480473,0.0004248911,0.4621311,0.0000998829,0.002138061,0.07281011,0.002376965,0.00003290065,0.0116954,0.0002278681,0.401947,0.04566774],"study_design_scores_gemma":[0.007882896,0.00253548,0.3979608,0.000964867,0.0006213017,0.03239684,0.0003314756,0.003183583,0.002693552,0.0001488753,0.5501453,0.001134989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910894,0.00004571566,0.0001677981,0.1008633,0.0004180789,0.0002843149,0.00002820493,0.0001283523,0.006974825],"genre_scores_gemma":[0.9444133,0.000046554,0.00009204895,0.05348574,0.001574018,0.000007892756,0.00003887841,0.00006042612,0.0002811564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481984,"threshold_uncertainty_score":0.999774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114196038","doi":"10.1016/j.injury.2009.06.161","title":"Occult pneumomediastinum in blunt chest trauma: Clinical significance","year":2009,"lang":"en","type":"article","venue":"Injury","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institutes of Health Research; Sunnybrook Health Science Centre","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Pneumomediastinum; Medicine; Occult; Pneumothorax; Radiology; Thoracostomy; Blunt; Esophagus; Surgery; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.04552923950123118,"gpt":0.3723689320407753,"spread":0.3268396925395441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007669755,0.0002973736,0.0007263203,0.0001998674,0.00004278485,0.00002245002,0.0002570299,0.0002945209,0.0001274847],"category_scores_gemma":[0.0005861608,0.0002739656,0.0002192209,0.0005304129,0.0001856124,0.0001389543,0.00003340145,0.0008331059,0.000457096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549403,"about_ca_system_score_gemma":0.0001927236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003354864,"about_ca_topic_score_gemma":0.00002803211,"domain_scores_codex":[0.9972392,0.0001364618,0.0009441414,0.0006360301,0.0004495157,0.0005946975],"domain_scores_gemma":[0.9984969,0.000211249,0.0001632366,0.0006497601,0.00008988203,0.0003889274],"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":[0.00143639,0.003504681,0.1633642,0.0001358431,0.000067237,0.001068792,0.0008554371,0.000006153643,0.07842463,0.0003315821,0.01678196,0.7340232],"study_design_scores_gemma":[0.001598524,0.001361034,0.9749238,0.0002110139,0.00004605097,0.00004561624,0.00007577908,0.00009965307,0.006217193,0.0003450938,0.01476696,0.0003093192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831532,0.0001424014,0.00004700544,0.005209461,0.0004785946,0.0006344758,0.00002566868,0.0001937176,0.01011544],"genre_scores_gemma":[0.9940139,0.00006448268,0.0009217808,0.003194338,0.000953438,0.00003513478,0.00002226069,0.00003582199,0.0007588125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8115596,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3031649905","doi":"10.1164/rccm.201912-2327oc","title":"Pathological Comparisons of Paraseptal and Centrilobular Emphysema in Chronic Obstructive Pulmonary Disease","year":2020,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of British Columbia; St. Paul's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pulmonary disease; Pathological; Pulmonary emphysema; Pathology; Disease; Lung; Intensive care medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03304402044704177,"gpt":0.32869443351855,"spread":0.2956504130715083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448075,0.0002228654,0.001073888,0.0001488261,0.00004585981,0.000006016763,0.0001062595,0.0000584377,0.0000443238],"category_scores_gemma":[0.00133727,0.0001647732,0.0001115187,0.0003565627,0.002543649,0.0001044478,0.00006077305,0.0005562725,7.643008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008957086,"about_ca_system_score_gemma":0.0002549461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001027998,"about_ca_topic_score_gemma":0.000001359028,"domain_scores_codex":[0.997916,0.000288593,0.000720812,0.0002977749,0.000480268,0.0002965277],"domain_scores_gemma":[0.9979159,0.0003673241,0.0002223865,0.0001546122,0.0002783211,0.001061519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004700636,0.000344961,0.849453,0.001613376,0.00009853502,0.01325946,0.002760118,0.00001597915,0.03568303,0.001145177,0.0002418452,0.09068391],"study_design_scores_gemma":[0.002398592,0.01288454,0.9674493,0.0008600599,0.0004706532,0.0005652481,0.01229612,0.0001157084,0.0007118474,0.0001531781,0.001871453,0.0002232693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741617,0.01939822,0.0002098695,0.005825581,0.0000627827,0.0001753233,0.0000233136,0.00001073951,0.0001324494],"genre_scores_gemma":[0.9969102,0.0001584945,0.0002615101,0.002184418,0.0004604721,0.000003631363,0.000003281992,0.00001724204,7.96163e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179964,"threshold_uncertainty_score":0.9372182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136999081","doi":"10.1016/s1701-2163(16)32056-4","title":"Hamman’s Syndrome (Spontaneous Pneumomediastinum) in a Parturient: A Case Report","year":2006,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Pneumomediastinum; Pediatrics; Surgery; Pneumothorax","retraction":null,"screen_n_in":null,"score":{"opus":0.009567413018365587,"gpt":0.2276646157409712,"spread":0.2180972027226056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004258224,0.0002023485,0.0007039281,0.0005339544,0.00007125728,0.00001872418,0.00009713346,0.0001712819,0.0001087785],"category_scores_gemma":[0.003327251,0.0001782119,0.00008434592,0.000564652,0.00008167635,0.00007526707,0.00004161416,0.0005564471,8.720367e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603665,"about_ca_system_score_gemma":0.002153374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04636011,"about_ca_topic_score_gemma":0.1920267,"domain_scores_codex":[0.9977622,0.00006700935,0.001034486,0.0002380506,0.0004638424,0.0004343918],"domain_scores_gemma":[0.997134,0.001436737,0.0005928138,0.0002212109,0.0002724356,0.0003428159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000009850759,0.0001367156,0.08283515,0.00004697997,0.00004318049,0.912022,0.00005017504,0.00006232107,0.00002358164,0.00002505128,0.0009463481,0.003798669],"study_design_scores_gemma":[0.001463561,0.0003905631,0.3645986,0.0000148887,0.00007490168,0.627803,0.0001289235,0.00006241831,0.00001777324,0.0000835242,0.005249036,0.0001127524],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908227,0.002350966,0.000006917925,0.0007611464,0.0047207,0.0002101959,0.00001283076,0.000006832497,0.001107744],"genre_scores_gemma":[0.9987813,0.00002707649,0.0002321684,0.0002781801,0.00005843003,0.000003545103,0.000006012589,0.00002270624,0.0005905344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842189,"threshold_uncertainty_score":0.9599903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071047829","doi":"10.1097/01.rti.0000213567.86408.19","title":"Pulmonary Complications of Illicit Drug Use","year":2007,"lang":"en","type":"review","venue":"Journal of Thoracic Imaging","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pneumomediastinum; Endocarditis; Illicit drug; Septic arthritis; Radiology; Intensive care medicine; Pulmonary hypertension; Discitis; Drug; Surgery; Magnetic resonance imaging; Arthritis; Internal medicine; Pneumothorax","retraction":null,"screen_n_in":null,"score":{"opus":0.1122408264113075,"gpt":0.4453124602677885,"spread":0.333071633856481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001666196,0.0005039353,0.002927299,0.001341371,0.00008776875,0.0000536488,0.0005567065,0.0001683516,0.00004942175],"category_scores_gemma":[0.0004636703,0.0003972104,0.001464451,0.000833165,0.0001839705,0.0004458716,0.0001237339,0.001542784,0.00004605334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604806,"about_ca_system_score_gemma":0.0006447656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002321375,"about_ca_topic_score_gemma":6.27658e-7,"domain_scores_codex":[0.9956836,0.0002546959,0.002458347,0.0003128332,0.0008498119,0.0004407268],"domain_scores_gemma":[0.9940866,0.0006854198,0.003218715,0.0008058606,0.000843299,0.0003600589],"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":[0.00003732767,0.0002692895,0.0003388072,0.01625725,0.0003066248,0.0007606108,0.00007355566,0.000001423699,0.0001029685,0.00002225998,0.001080721,0.9807491],"study_design_scores_gemma":[0.0001393484,0.00004057318,0.0006362794,0.07159998,0.003247902,0.02289039,0.00007577059,0.00004405075,0.00007221962,0.00006739513,0.9008418,0.0003442689],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002170499,0.9935895,0.001246324,0.0004770614,0.0003955908,0.0006262328,0.00003906565,0.00003225216,0.003376892],"genre_scores_gemma":[0.0009393719,0.9885869,0.00856141,0.0002260372,0.0006912955,0.000007366522,0.00003766857,0.0001411018,0.0008088375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9804049,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978074106","doi":"10.1007/s00595-005-3172-7","title":"Tension Pneumothorax Secondary to Colonic Perforation During Diagnostic Colonoscopy: Report of a Case","year":2006,"lang":"en","type":"article","venue":"Surgery Today","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Pneumomediastinum; Colonoscopy; Pneumoperitoneum; Pneumothorax; Perforation; Surgery; Anastomosis; Endoscopy; Laparoscopy; Internal medicine; Colorectal cancer","retraction":null,"screen_n_in":null,"score":{"opus":0.01451898501331237,"gpt":0.2700485156271625,"spread":0.2555295306138501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008501382,0.000286052,0.0007834745,0.000436707,0.0001654153,0.0000235637,0.00006526183,0.0001815688,0.0002228732],"category_scores_gemma":[0.001672545,0.0002826563,0.0002312014,0.0006251788,0.00008762443,0.0001867137,0.00007271112,0.000270455,0.0000857736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260231,"about_ca_system_score_gemma":0.0005256891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007081607,"about_ca_topic_score_gemma":0.000318272,"domain_scores_codex":[0.997404,0.0001263634,0.0009915085,0.0005595885,0.0004293066,0.0004892813],"domain_scores_gemma":[0.9974005,0.0009838818,0.0003548522,0.0006998847,0.0003171325,0.0002437863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001132337,0.000956742,0.3755822,0.001158855,0.0001315534,0.131727,0.000442944,0.0003336653,0.4528412,0.00004696444,0.03317761,0.002468969],"study_design_scores_gemma":[0.0008294565,0.0005815886,0.7405013,0.0009362312,0.0002404819,0.04913832,0.0001467633,0.0001559386,0.2007533,0.0001009915,0.006068658,0.0005469944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948373,0.0002249358,0.00005786131,0.001986607,0.0005527101,0.0009286607,0.00003488975,0.0001488772,0.001228191],"genre_scores_gemma":[0.9973323,0.00001802235,0.0004192351,0.0002711737,0.0002731186,0.0001071213,0.0001350832,0.00006768067,0.00137629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3649191,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153360941","doi":"10.1213/01.ane.0000135411.96718.ad","title":"Venous Oxygen Embolism Produced by Injection of Hydrogen Peroxide into an Enterocutaneous Fistula","year":2004,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Enterocutaneous fistula; Hydrogen peroxide; Medicine; Embolism; Hypoxemia; Anesthesia; Pulmonary embolism; Complication; Oxygen; Fistula; Surgery; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01008126358561506,"gpt":0.25612550679218,"spread":0.246044243206565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002707533,0.0003953231,0.0007344796,0.0002454426,0.0001426816,0.00002794849,0.0003024612,0.0002327352,0.00004126153],"category_scores_gemma":[0.00005023953,0.000387434,0.0002104822,0.0004535728,0.0001490742,0.0002178628,0.00002671179,0.0002685979,0.00007979104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690011,"about_ca_system_score_gemma":0.000208542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454429,"about_ca_topic_score_gemma":0.00006457523,"domain_scores_codex":[0.9975163,0.0001174475,0.0005871674,0.0006969377,0.0005829072,0.0004992469],"domain_scores_gemma":[0.9983284,0.00002266083,0.0002539053,0.0008859473,0.0001748636,0.0003341864],"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":[0.0005562718,0.002089463,0.006547771,0.0002851468,0.0002360845,0.001885086,0.00472089,0.000213898,0.9793203,0.0002464589,0.0005576996,0.003340897],"study_design_scores_gemma":[0.003256794,0.007724419,0.08990707,0.0004775608,0.0007421325,0.02472899,0.0009629413,0.0001329952,0.8662578,0.00178732,0.002971693,0.001050276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959214,0.0005884349,0.00004970102,0.002319248,0.00003374406,0.0007093414,0.000003162841,0.0002147694,0.0001602546],"genre_scores_gemma":[0.9978619,0.00005672541,0.0005513909,0.0008894511,0.000216419,0.00004376068,0.00009840624,0.0001022498,0.0001797375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130625,"threshold_uncertainty_score":0.9998578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080910571","doi":"10.1007/bf03018854","title":"Subcutaneous emphysema following trans-cricothyroid membrane injection of local anesthetic","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Subcutaneous emphysema; Lidocaine; Anesthesia; Complication; Surgery; Intubation; Local anesthetic; Subcutaneous injection","retraction":null,"screen_n_in":null,"score":{"opus":0.01020423073481905,"gpt":0.2275981288494357,"spread":0.2173938981146167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001468993,0.000702472,0.00172229,0.001637801,0.0005213314,0.0001633583,0.000773867,0.0004713599,0.001182193],"category_scores_gemma":[0.0001038767,0.0006614595,0.001249041,0.001260812,0.0005294349,0.000645279,0.000004909249,0.001493126,0.00004175711],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405167,"about_ca_system_score_gemma":0.006307677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111529,"about_ca_topic_score_gemma":0.008804438,"domain_scores_codex":[0.9944081,0.000326012,0.002036801,0.0004540748,0.001244952,0.001530097],"domain_scores_gemma":[0.9935821,0.0001279234,0.0008679634,0.0005672666,0.0007757314,0.004079059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001114026,0.0002024126,0.003257942,0.0002001217,0.0004385942,0.9556676,0.002808246,0.002514216,0.002392729,0.00007322546,0.001337975,0.02999289],"study_design_scores_gemma":[0.00228217,0.004958718,0.005443663,0.0008268679,0.0007210207,0.9753989,0.00119917,0.00009579209,0.001998618,0.0001915028,0.006302374,0.0005812043],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916248,0.002047223,0.00007276847,0.003810523,0.0003705977,0.0003874835,0.000007668765,0.00002911686,0.001649814],"genre_scores_gemma":[0.9971338,0.0001539111,0.0004243875,0.0002468626,0.0007105066,0.000004086493,0.000009894274,0.0001669077,0.001149677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02941169,"threshold_uncertainty_score":0.9997309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026077759","doi":"10.1097/00000637-200045010-00012","title":"Pneumomediastinum After Injection Injury to the Hand","year":2000,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Medicine; Pneumomediastinum; Medical emergency; Surgery; Anesthesia; Complication","retraction":null,"screen_n_in":null,"score":{"opus":0.04501215507478371,"gpt":0.3073792027806573,"spread":0.2623670477058735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005514667,0.0002006249,0.0004456476,0.0002664101,0.00007321128,0.00002530752,0.00009532434,0.00009770137,0.001447929],"category_scores_gemma":[0.001500832,0.0001457153,0.0002589573,0.0005498803,0.0001344195,0.0001059757,0.00003024528,0.0001882331,0.0006726735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001560231,"about_ca_system_score_gemma":0.0001319983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000615547,"about_ca_topic_score_gemma":0.0000189686,"domain_scores_codex":[0.9982973,0.00008665169,0.0004709116,0.0002892648,0.0004453913,0.000410532],"domain_scores_gemma":[0.9975851,0.001505309,0.00009065313,0.000414536,0.0001653187,0.0002390513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0094102,0.001197742,0.3072217,0.0005593921,0.000646378,0.0003379488,0.002882828,0.0006573775,0.02815616,0.00002023496,0.4139201,0.23499],"study_design_scores_gemma":[0.0001517853,0.0003973744,0.9538789,0.0004611597,0.00007567531,0.00006278903,0.00007533097,0.00006737153,0.01058583,0.0000510966,0.03397973,0.0002129788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959584,0.0001665768,0.0000443125,0.001922485,0.0008957245,0.0002316999,0.00004952648,0.00005067403,0.0006805675],"genre_scores_gemma":[0.9961939,0.00007222615,0.00001363601,0.001995594,0.0006175941,0.00007069603,0.00001332499,0.00003407695,0.000988974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6466572,"threshold_uncertainty_score":0.9994649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089937582","doi":"10.4081/monaldi.2020.1399","title":"Spontaneous pneumomediastinum in COVID-19 pneumonia","year":2020,"lang":"en","type":"article","venue":"Monaldi Archives for Chest Disease","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Pneumomediastinum; Medicine; Pneumonia; Coronavirus disease 2019 (COVID-19); Complication; Intubation; Mechanical ventilation; Incidence (geometry); Radiology; Surgery; Anesthesia; Internal medicine; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.04393016533912127,"gpt":0.3044194851853982,"spread":0.260489319846277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001176572,0.0004157791,0.0006090167,0.0002229535,0.0001164267,0.00003904354,0.0003413565,0.00006807456,0.000103415],"category_scores_gemma":[0.001930549,0.0004124303,0.0003874816,0.0003385763,0.0002937843,0.0001254516,0.0001365542,0.0003471789,0.00008842077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231448,"about_ca_system_score_gemma":0.0008334254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002062595,"about_ca_topic_score_gemma":0.00002282591,"domain_scores_codex":[0.9973699,0.00009499415,0.0005300874,0.0008529638,0.000422033,0.0007300351],"domain_scores_gemma":[0.995343,0.000688022,0.0001200582,0.0004806989,0.00002483986,0.003343329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05681285,0.005758033,0.3090834,0.01863194,0.0006694046,0.1379737,0.02446074,0.00340231,0.372787,0.002948544,0.006932925,0.06053916],"study_design_scores_gemma":[0.01083685,0.001541439,0.8628603,0.0005955079,0.0005602157,0.001111716,0.0006837136,0.02910038,0.001075744,0.00997558,0.0802087,0.001449867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305813,0.0005392698,0.001414257,0.06339638,0.0001206877,0.002051287,0.0005945906,0.0003348961,0.0009673039],"genre_scores_gemma":[0.9852144,0.00006476421,0.001602048,0.01137924,0.0004967413,0.0003882222,0.0004085717,0.000106757,0.0003392499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5537769,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072208894","doi":"10.1503/cmaj.061581","title":"Postpartum pneumomediastinum (Hamman's syndrome)","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Chills; Medicine; Pneumomediastinum; Pregnancy; Surgery; General surgery; Obstetrics; Pneumothorax","retraction":null,"screen_n_in":null,"score":{"opus":0.008441662355368498,"gpt":0.2536085584840348,"spread":0.2451668961286663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004461863,0.0002378017,0.000480906,0.0005643918,0.0003020632,0.00008227659,0.0002830214,0.000677372,0.005010809],"category_scores_gemma":[0.005785957,0.000225785,0.0002281481,0.0005488947,0.00007961243,0.0001801007,0.00002417118,0.001941469,0.0009610269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494337,"about_ca_system_score_gemma":0.004236171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158947,"about_ca_topic_score_gemma":0.01445601,"domain_scores_codex":[0.9948107,0.0001251021,0.0008144224,0.0002768908,0.002685975,0.001286895],"domain_scores_gemma":[0.9924858,0.0004300872,0.0003200095,0.0002198713,0.0006034295,0.005940798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000115756,0.0002945829,0.4854039,0.00008268242,0.0007017194,0.06202696,0.0009997863,0.000004359453,0.0008240207,0.000438801,0.3612144,0.08789298],"study_design_scores_gemma":[0.00189231,0.0003204597,0.6542082,0.000388746,0.0001023453,0.02708013,0.0004928228,0.0001035772,0.0001516693,0.0001529888,0.3147608,0.0003458743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064453,0.0001891649,0.0001579147,0.07322559,0.002291646,0.0002620866,0.00002332255,0.00008363842,0.01732129],"genre_scores_gemma":[0.9757382,0.00008440764,0.0002060855,0.01800098,0.003131975,0.000002778482,0.00002935257,0.00005278168,0.00275338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688043,"threshold_uncertainty_score":0.9998168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118484799","doi":"10.1016/j.radcr.2021.01.011","title":"Spontaneous pneumothorax and pneumomediastinum as a rare complication of COVID-19 pneumonia: Report of 6 cases","year":2021,"lang":"en","type":"article","venue":"Radiology Case Reports","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Pneumomediastinum; Pneumothorax; Pneumonia; Complication; Coronavirus disease 2019 (COVID-19); Incidence (geometry); Sepsis; Mechanical ventilation; Risk factor; Surgery; Disease; Intensive care medicine; Pediatrics; Internal medicine; Infectious disease (medical specialty)","retraction":null,"screen_n_in":null,"score":{"opus":0.03043806561110727,"gpt":0.323719252808937,"spread":0.2932811871978298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008653774,0.0003692454,0.00144979,0.0002900922,0.000118824,0.000009398139,0.00006086652,0.0003717322,0.0001416001],"category_scores_gemma":[0.006739971,0.0003666749,0.0002408164,0.0004854183,0.0006358268,0.00008166049,0.0001353571,0.000341558,0.000003984294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094574,"about_ca_system_score_gemma":0.001597718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931249,"about_ca_topic_score_gemma":0.0001694775,"domain_scores_codex":[0.9961067,0.0003100601,0.001733047,0.001014494,0.0004008694,0.0004348481],"domain_scores_gemma":[0.9950131,0.0009291344,0.001375835,0.001461323,0.0005677089,0.0006528725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001393211,0.00023882,0.02152399,0.0007340822,0.0001735749,0.8116025,0.0003974749,0.00001939295,0.1638517,0.00009867377,0.0003673065,0.0008531871],"study_design_scores_gemma":[0.0005444305,0.0007060209,0.010945,0.0001574483,0.0003717979,0.9685071,0.0005307018,0.00003966054,0.01385827,0.0004022824,0.00368406,0.0002532177],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924757,0.002127328,0.000149891,0.002437146,0.0003241308,0.0007336255,0.0000620319,0.0001161936,0.001573942],"genre_scores_gemma":[0.9972878,0.0002408204,0.0009995452,0.0004281144,0.0001284759,0.00005903201,0.0002899942,0.00005633017,0.0005099004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1569046,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986833267","doi":"10.1067/mpd.2002.123668","title":"Pneumomediastinum and subcutaneous emphysema in an 18-month-old child","year":2002,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Subcutaneous emphysema; Pneumomediastinum; Pediatrics; Surgery; Pneumothorax","retraction":null,"screen_n_in":null,"score":{"opus":0.02622159302007717,"gpt":0.2679743489412537,"spread":0.2417527559211765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008951351,0.0002447977,0.0005325151,0.0004202428,0.00009978886,0.00003570371,0.000313318,0.0001400872,0.0001166245],"category_scores_gemma":[0.0003802322,0.0001686682,0.0001068359,0.0005911642,0.0001133654,0.0002521878,0.00006404931,0.0009005434,0.00002724805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000995265,"about_ca_system_score_gemma":0.00005114943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002373487,"about_ca_topic_score_gemma":0.00004121919,"domain_scores_codex":[0.9978181,0.0001854434,0.0007339088,0.0001747662,0.0006727756,0.0004150295],"domain_scores_gemma":[0.998224,0.0003591078,0.0004595052,0.0003929534,0.0001863073,0.0003781061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00469253,0.006409633,0.7832891,0.001950845,0.000185359,0.0185198,0.03883254,0.001048562,0.02778301,0.0002225247,0.03492844,0.0821377],"study_design_scores_gemma":[0.01241859,0.01504646,0.8730386,0.0005838831,0.002658945,0.08227998,0.003997393,0.002869309,0.001287246,0.001291179,0.003002983,0.001525375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913564,0.003691419,0.0000205157,0.002904034,0.0003442624,0.0002452547,0.000007547463,0.00002436377,0.001406184],"genre_scores_gemma":[0.9933832,0.003433874,0.0002644934,0.0005214741,0.00203593,0.000001437749,0.000001548016,0.00004671509,0.0003113323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0897496,"threshold_uncertainty_score":0.6878089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112561719","doi":"10.1503/cmaj.100099","title":"Pneumomediastinum and subcutaneous emphysema associated with pandemic (H1N1) influenza in three children","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Pneumomediastinum; Sore throat; Subcutaneous emphysema; Medicine; Vomiting; Emergency department; Asthma; Diarrhea; Girl; Pediatrics; Pneumonia; Physical examination; Surgery; Internal medicine; Pneumothorax","retraction":null,"screen_n_in":null,"score":{"opus":0.008921897480326384,"gpt":0.2425575688049869,"spread":0.2336356713246605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001999373,0.0002939617,0.0005974305,0.0004829662,0.0002254563,0.000107286,0.0002443042,0.0008649916,0.0008460917],"category_scores_gemma":[0.005080403,0.0002525792,0.00009151366,0.0005762224,0.0001597073,0.0001888707,0.00002797298,0.003436007,0.00005422997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055751,"about_ca_system_score_gemma":0.003626361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003434532,"about_ca_topic_score_gemma":0.3432595,"domain_scores_codex":[0.9961307,0.0001501376,0.0006871013,0.0003543523,0.001713253,0.0009644351],"domain_scores_gemma":[0.9958113,0.0004104715,0.0003851414,0.0002086213,0.0003976442,0.002786769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000418932,0.00006699209,0.9843532,0.000007138317,0.0001657354,0.001565871,0.0002829096,0.000001634016,0.0003880256,0.00002712244,0.001327276,0.01177224],"study_design_scores_gemma":[0.00292047,0.0002766165,0.9854717,0.0002550861,0.00008050091,0.008158012,0.0000811089,0.0001674895,0.00001525935,0.0002370344,0.002058037,0.0002786765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906328,0.00009798196,0.000007535258,0.007495997,0.0003987144,0.000350369,0.00003878155,0.00005903783,0.0009187591],"genre_scores_gemma":[0.9925212,0.0000403662,0.00008366175,0.006081923,0.001039557,0.0000132248,0.0000283905,0.00005404056,0.0001375906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.339825,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3079588637","doi":"10.1186/s40463-020-00455-0","title":"Cervicofacial and mediastinal emphysema following minor dental procedure: A case report and review of the literature","year":2020,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Subcutaneous emphysema; Pneumomediastinum; Mediastinal Emphysema; Surgery; Pneumothorax; Otorhinolaryngology; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.03345101365220875,"gpt":0.3263465536273861,"spread":0.2928955399751774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001349331,0.0005948208,0.00496165,0.000330599,0.0001389138,0.00003642106,0.0001421277,0.0005651925,0.00001758057],"category_scores_gemma":[0.001993641,0.0003657696,0.001307673,0.0006056329,0.0002429125,0.0002110189,0.0001952326,0.001509076,9.155373e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005902921,"about_ca_system_score_gemma":0.001194764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007650231,"about_ca_topic_score_gemma":0.000007793319,"domain_scores_codex":[0.995959,0.0004853966,0.002212893,0.0004962435,0.0004845544,0.0003618837],"domain_scores_gemma":[0.9960271,0.0007291599,0.002222631,0.0003330399,0.0002149807,0.0004730775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002007769,0.0002137659,0.06039942,0.3756531,0.001296999,0.4686633,0.0004335376,4.166244e-9,0.00003959963,0.00000435704,0.002566475,0.09052866],"study_design_scores_gemma":[0.0003795496,0.0002158109,0.0150983,0.2198143,0.002758846,0.6786976,0.00001598693,4.860267e-7,0.000004838183,0.000006139076,0.08279598,0.0002121391],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3548822,0.6433205,3.207244e-7,0.0006799219,0.0004505341,0.0006164804,0.00002365235,0.000007264296,0.00001917286],"genre_scores_gemma":[0.005986564,0.9921802,0.0001134866,0.000817547,0.0007531704,0.00002266126,0.00002790307,0.00006068345,0.00003779794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3488956,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901588089","doi":"10.1155/2018/3103061","title":"A Case Report of Acute Airway Compromise due to Subcutaneous Emphysema","year":2018,"lang":"en","type":"article","venue":"Case Reports in Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; Alberta Health Services; South Health Campus; University of Calgary","funders":"","keywords":"Subcutaneous emphysema; Medicine; Pneumothorax; Complication; Airway; Surgery; Airway obstruction; Decompression; Subcutaneous injection; Anesthesia; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03080216163295486,"gpt":0.3383900400224927,"spread":0.3075878783895379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001815523,0.0005170321,0.001809913,0.0007038651,0.0001222182,0.000009381438,0.0001034472,0.0002663114,0.0005495324],"category_scores_gemma":[0.001647119,0.0004256284,0.0001875337,0.001175753,0.0007811731,0.00009925151,0.0001568139,0.0004686399,0.00003396993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796979,"about_ca_system_score_gemma":0.0003467878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592083,"about_ca_topic_score_gemma":0.0003918973,"domain_scores_codex":[0.994709,0.0001115889,0.002444216,0.001123069,0.0008986298,0.0007135674],"domain_scores_gemma":[0.9950421,0.0001885699,0.0008753602,0.002336829,0.0007058877,0.0008512591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004803189,0.0003225267,0.001663736,0.0002773024,0.0002054985,0.960173,0.002229611,0.000003894369,0.02539033,0.00001359247,0.00578327,0.003456908],"study_design_scores_gemma":[0.001463396,0.002937787,0.000836584,0.001086211,0.0006132342,0.9744747,0.0006359467,0.0001454437,0.01477226,0.0001131768,0.002569188,0.0003520415],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862207,0.0001804953,0.0004059959,0.002192319,0.001128423,0.001795907,0.00001573664,0.0001603709,0.007900007],"genre_scores_gemma":[0.9929729,0.00001224902,0.002805063,0.0008551962,0.001177658,0.00008751685,0.00005015111,0.0001036264,0.001935703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430172,"threshold_uncertainty_score":0.9998196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061654993","doi":"10.2310/7070.2004.04061","title":"Post-Tonsillectomy Subcutaneous Emphysema and Pneumomediastinum","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Pneumomediastinum; Subcutaneous emphysema; Tonsillectomy; Surgery; Complication","retraction":null,"screen_n_in":null,"score":{"opus":0.01066525099014061,"gpt":0.2569769818385466,"spread":0.246311730848406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006261097,0.000237998,0.0006595758,0.0002665217,0.0001285207,0.00001518283,0.0002742559,0.0001621197,0.0001027597],"category_scores_gemma":[0.0004286425,0.000151188,0.0001575596,0.0002486442,0.000388184,0.0001307905,0.00008911722,0.000741507,0.0000615089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034668,"about_ca_system_score_gemma":0.0003423627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005755821,"about_ca_topic_score_gemma":0.00003059003,"domain_scores_codex":[0.9982692,0.0001903043,0.0006026718,0.0001628499,0.0003570239,0.0004179406],"domain_scores_gemma":[0.9982309,0.0003729254,0.0004054602,0.0003515003,0.0003512905,0.00028792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.004844146,0.0007608334,0.02292209,0.0002511483,0.0007869517,0.01188638,0.008239651,0.000109904,0.9440242,0.0005017854,0.0008001269,0.004872771],"study_design_scores_gemma":[0.006727652,0.01056155,0.4094319,0.0003768703,0.000928462,0.5376626,0.001136043,0.00003200176,0.02754436,0.002919054,0.002255357,0.0004241987],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849902,0.001188102,0.000135381,0.0122691,0.0003446355,0.0003056932,0.000004204106,0.0000313244,0.0007313514],"genre_scores_gemma":[0.9964361,0.0002850636,0.0006621161,0.001991397,0.0004218302,0.000004074257,0.000002060208,0.0000406594,0.0001566762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9164798,"threshold_uncertainty_score":0.6165268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087787379","doi":"10.1016/j.thorsurg.2010.12.002","title":"Anatomy of the Pleura: Reflection Lines and Recesses","year":2011,"lang":"en","type":"article","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Parietal Pleura; Thoracentesis; Anatomy; Radiology; Pleural effusion; Lung","retraction":null,"screen_n_in":null,"score":{"opus":0.1501507128856285,"gpt":0.4110606677425997,"spread":0.2609099548569712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005664916,0.0006469261,0.00183485,0.0005691368,0.0003035593,0.0000468169,0.0004034274,0.0006190828,0.0003722866],"category_scores_gemma":[0.004661642,0.0004907702,0.0008041586,0.001824885,0.0007720484,0.0004615957,0.0002854884,0.0009963141,0.00007804215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008236168,"about_ca_system_score_gemma":0.0005940568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002549504,"about_ca_topic_score_gemma":0.0001246527,"domain_scores_codex":[0.9937489,0.001136624,0.002427462,0.00105323,0.0008302719,0.0008035084],"domain_scores_gemma":[0.9914505,0.004120607,0.001457457,0.001725469,0.0008073139,0.0004386042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002519829,0.0009335466,0.7769637,0.000884879,0.0003461687,0.0001274398,0.0006971761,0.000002234004,0.003062396,0.0001052984,0.003730905,0.2106265],"study_design_scores_gemma":[0.001240843,0.00079031,0.7943933,0.003075577,0.001708546,0.0007361582,0.001348103,0.0004421249,0.1488216,0.004031881,0.04163699,0.00177458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986576,0.001737954,0.00009384444,0.0012254,0.002566737,0.000858135,0.00004422918,0.000335318,0.00656238],"genre_scores_gemma":[0.9927414,0.002763919,0.001141707,0.0007077242,0.0007602649,0.00006266563,0.00003718892,0.0001628286,0.001622313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2088519,"threshold_uncertainty_score":0.9997544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007365835","doi":"10.1007/s00247-006-0156-8","title":"Pneumorrhachis secondary to traumatic pneumomediastinum in a child","year":2006,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Pneumomediastinum; Medicine; Neuroradiology; Vertebral canal; Spinal canal; Pediatrics; Population; Surgery; Central nervous system disease; Pneumothorax; Neurology; Spinal cord; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.009462722940645605,"gpt":0.2490616948467475,"spread":0.2395989719061019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004920491,0.0004041995,0.000997558,0.00110703,0.00008182404,0.00001557891,0.0002941943,0.0002943085,0.0003636295],"category_scores_gemma":[0.000333588,0.0003885339,0.0001879239,0.001226652,0.00008944083,0.00009920805,0.00007809404,0.0007615683,0.0006144742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408732,"about_ca_system_score_gemma":0.000222938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002996406,"about_ca_topic_score_gemma":0.0001949728,"domain_scores_codex":[0.9968702,0.0001934042,0.0009185294,0.0007548815,0.0003022615,0.000960677],"domain_scores_gemma":[0.9984897,0.0003269713,0.0001688795,0.0006011706,0.00005495822,0.0003582833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005295442,0.001694749,0.9267683,0.00107018,0.00008544306,0.003400133,0.002143303,0.0007949199,0.007205983,0.000720516,0.03999597,0.01559097],"study_design_scores_gemma":[0.002206008,0.0006575644,0.9891065,0.00003385063,0.0001275848,0.003785708,0.00008233379,0.000231569,0.0001157344,0.0004788852,0.002743031,0.0004312752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703064,0.001039183,0.0001560983,0.004381849,0.0006292472,0.0009969183,0.00003196434,0.0002060649,0.02225225],"genre_scores_gemma":[0.993641,0.00008298709,0.001167977,0.001314546,0.002805033,0.0001964218,0.00008731321,0.00007731294,0.0006274225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06233817,"threshold_uncertainty_score":0.9998567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033166745","doi":"10.1213/01.ane.0000287661.81400.cb","title":"Subcutaneous Cervical and Facial Emphysema with the Use of the Bonfils Fiberscope and High-Flow Oxygen Insufflation","year":2008,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Fiberscope; Medicine; Insufflation; Subcutaneous emphysema; Anesthesia; Intubation; Airway; Surgery; Complication","retraction":null,"screen_n_in":null,"score":{"opus":0.02668432559295689,"gpt":0.2245099375442571,"spread":0.1978256119513002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001335933,0.0002760961,0.0004478936,0.00007719374,0.0002878952,0.00003692451,0.0001564005,0.000147068,0.00003217316],"category_scores_gemma":[0.00003206804,0.0001522381,0.00008604627,0.0003646125,0.0005761503,0.0001628986,0.00004244602,0.0002367102,0.000006056277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003144891,"about_ca_system_score_gemma":0.0001165924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205359,"about_ca_topic_score_gemma":0.0001294622,"domain_scores_codex":[0.9983806,0.000160232,0.0002954812,0.0003684892,0.0004958254,0.000299373],"domain_scores_gemma":[0.9988289,0.0001784119,0.000175992,0.000552331,0.0001186358,0.0001457168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005688771,0.0009448859,0.8996198,0.0006850293,0.0009497661,0.006077699,0.01629476,0.0005086079,0.02424048,0.002310837,0.009246478,0.03343285],"study_design_scores_gemma":[0.0008149859,0.0006294573,0.9822817,0.0001027108,0.0002253737,0.008845202,0.0001132923,0.0007133863,0.001385018,0.00005792105,0.004626521,0.0002044609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892641,0.0002333208,0.00003736416,0.009705469,0.00001317418,0.0006242166,0.000004631604,0.00004454807,0.00007315332],"genre_scores_gemma":[0.9971699,0.0001426851,0.0007983586,0.001368954,0.00009546786,0.00001633794,0.00001147572,0.00004051547,0.0003563268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08266183,"threshold_uncertainty_score":0.6208091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946873448","doi":"10.1002/lary.28096","title":"Postoperative uvular necrosis: A case series and literature review","year":2019,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":15,"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; Complication; Suction; Surgery; Necrosis; Retrospective cohort study; General surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04722961574641478,"gpt":0.3587865770055954,"spread":0.3115569612591806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007228426,0.0008921641,0.003686509,0.0001335703,0.0002184636,0.0001659267,0.0003324674,0.0004521753,0.0001694039],"category_scores_gemma":[0.0002274627,0.0004842257,0.0005747673,0.0007930382,0.0002176761,0.0002838263,0.0003027353,0.001392898,0.0004578592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009806259,"about_ca_system_score_gemma":0.0003974057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002628177,"about_ca_topic_score_gemma":0.00001212494,"domain_scores_codex":[0.9969251,0.0006945895,0.0007699362,0.0007754123,0.0003429777,0.000492023],"domain_scores_gemma":[0.9975358,0.0001809681,0.0003564738,0.00150427,0.0001920346,0.0002304754],"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":[0.00006258,0.0001046447,0.000002980456,0.4486187,0.0009502741,0.01698749,0.001016006,2.601147e-8,0.0000169742,0.000323764,0.02266027,0.5092564],"study_design_scores_gemma":[0.0001892198,0.0002977096,0.000001722075,0.2537173,0.00315327,0.0983282,0.00001845337,4.650419e-7,0.000002609316,0.00001020372,0.6439724,0.0003084619],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007833685,0.9891858,9.368271e-7,0.003131705,0.0002358258,0.005257924,0.0002444695,0.0001042976,0.001760673],"genre_scores_gemma":[0.000004547839,0.9848002,0.0001880776,0.004457737,0.0002812977,0.0003810933,0.0002934977,0.0001597887,0.009433771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6213121,"threshold_uncertainty_score":0.9997609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2417333980","doi":"","title":"Pneumonia and gastritis in a cat caused by feline herpesvirus-1.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Immunosuppression; Pneumonia; Gastritis; Eosinophilic; Virology; Pathology; Immunology; Gastroenterology; Helicobacter pylori; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01803130258959193,"gpt":0.2321378022747397,"spread":0.2141064996851478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003362483,0.0001985309,0.000377839,0.0001420829,0.00003039894,0.00002002809,0.00009300698,0.0001167395,0.00003688469],"category_scores_gemma":[0.0002780649,0.0001466992,0.00004795686,0.0002234428,0.0001129191,0.0001375759,0.00005502603,0.0001177098,0.00003789532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733325,"about_ca_system_score_gemma":0.00003938502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002048971,"about_ca_topic_score_gemma":0.0002722681,"domain_scores_codex":[0.9983384,0.00006129256,0.0003205204,0.0004096651,0.0002494491,0.0006206966],"domain_scores_gemma":[0.9990979,0.0001003408,0.00006533734,0.0003301014,0.00004140804,0.0003648597],"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":[0.0002195625,0.0003104586,0.1897874,0.0001007057,0.00005740788,0.0003061392,0.0001470642,9.459889e-8,0.1156355,0.00002897486,0.009099834,0.6843069],"study_design_scores_gemma":[0.003844515,0.00007164336,0.9656315,0.0001096517,0.00003408902,0.0001098112,0.00002249507,0.000008471718,0.009598123,0.0001006961,0.02026578,0.0002032601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851499,0.0004980825,0.00003199265,0.01203154,0.0001064197,0.001016742,0.0000611565,0.0001004274,0.001003694],"genre_scores_gemma":[0.9946926,0.0002648961,0.00008524961,0.0007363503,0.0001597114,0.0009378868,0.00001049401,0.00004353536,0.003069285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7758441,"threshold_uncertainty_score":0.5982221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115221245","doi":"10.1016/j.jiph.2020.12.019","title":"COVID-19 with spontaneous pneumothorax, pneumomediastinum, and subcutaneous emphysema in the intensive care unit: Two case reports","year":2020,"lang":"en","type":"article","venue":"Journal of Infection and Public Health","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Subcutaneous emphysema; Pneumothorax; Pneumomediastinum; Intensive care unit; Coronavirus disease 2019 (COVID-19); Pericardial effusion; Lung; Pneumonia; Radiology; Intensive care medicine; Surgery; Pathology; Internal medicine; Disease; Infectious disease (medical specialty)","retraction":null,"screen_n_in":null,"score":{"opus":0.06755916156098599,"gpt":0.3546911136168734,"spread":0.2871319520558874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298542,0.0002586619,0.0006792699,0.0003904324,0.0002418021,0.0001151334,0.00005022395,0.00009866291,0.00003280239],"category_scores_gemma":[0.002797458,0.000168378,0.0000838141,0.0007403525,0.0001655235,0.0002298229,0.00003567057,0.0009296077,0.000001281829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003272814,"about_ca_system_score_gemma":0.002376533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549405,"about_ca_topic_score_gemma":0.00252446,"domain_scores_codex":[0.9973447,0.0005402782,0.0008932642,0.0003156875,0.0004872093,0.0004188987],"domain_scores_gemma":[0.9959376,0.0003761232,0.0008067807,0.0002222709,0.0008677006,0.001789484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001022687,0.0002302534,0.2202436,0.001492372,0.0001399426,0.6781572,0.07067703,0.00008473053,0.0002855674,0.00009120573,0.001546282,0.0260291],"study_design_scores_gemma":[0.00151527,0.004823579,0.02152437,0.000147317,0.00004979529,0.9301315,0.02441752,0.00009690801,0.000006881869,0.0000290249,0.01710566,0.0001522024],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023165,0.0005924072,0.0002301532,0.09589218,0.0001713757,0.0005630631,0.000008284674,0.00003789342,0.0001882239],"genre_scores_gemma":[0.9575132,0.000434396,0.0001179654,0.04155341,0.0003259147,0.000006837926,0.000009500672,0.00002935523,0.000009380944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2519743,"threshold_uncertainty_score":0.6866255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047103270","doi":"10.2460/javma.2004.224.710","title":"Pneumopericardium associated with pulmonary-pericardial communication in a dog","year":2004,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Pneumopericardium; Medicine; Pericardium; Thoracotomy; Bulla (seal); Tamponade; Lung; Surgery; Pneumothorax; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01766158941557978,"gpt":0.2981793454725078,"spread":0.280517756056928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210195,0.0002214131,0.0008930287,0.0001863251,0.0001123078,0.00002869228,0.0005187615,0.0001549781,0.00002805631],"category_scores_gemma":[0.00331951,0.0001453521,0.000337967,0.00121601,0.000279141,0.0002280878,0.0001441004,0.001210057,0.00001043927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266902,"about_ca_system_score_gemma":0.0006725187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001748383,"about_ca_topic_score_gemma":0.00001907747,"domain_scores_codex":[0.9956698,0.0007720914,0.0008281791,0.0001971424,0.002137274,0.0003955527],"domain_scores_gemma":[0.9966187,0.0004998377,0.001811563,0.0004312822,0.0003746464,0.0002639186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004362799,0.005361034,0.8825278,0.000101999,0.00224486,0.004040394,0.002843338,0.0010047,0.05570281,0.00008106254,0.001529838,0.04019942],"study_design_scores_gemma":[0.002504103,0.002438832,0.9894339,0.0008724177,0.0001802748,0.002001731,0.0002958571,0.0001111587,0.0001994476,0.0001108192,0.001664736,0.0001866742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756013,0.0001044883,0.00006612132,0.02261839,0.000240381,0.0003208693,0.000005201801,0.00003050582,0.001012725],"genre_scores_gemma":[0.9974297,0.0001936071,0.0005058055,0.001465649,0.0002736142,0.00002276985,0.000006072592,0.00003734557,0.00006543021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069062,"threshold_uncertainty_score":0.5927868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195872547","doi":"10.1164/rccm.202105-1179im","title":"Spontaneous Pneumomediastinum in COVID-19: The Macklin Effect?","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pneumomediastinum; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Virology; Internal medicine; Complication; Disease; Infectious disease (medical specialty)","retraction":null,"screen_n_in":null,"score":{"opus":0.01998082272666818,"gpt":0.344419289886665,"spread":0.3244384671599968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001332256,0.000253188,0.001009878,0.0002284043,0.0001072036,0.0000217361,0.000175421,0.00007690597,0.0002005755],"category_scores_gemma":[0.01251565,0.0001543742,0.0001407917,0.000667377,0.001965919,0.00008652357,0.00005897661,0.0009569436,0.000004870872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978756,"about_ca_system_score_gemma":0.0007336825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003157704,"about_ca_topic_score_gemma":0.00005921021,"domain_scores_codex":[0.9969624,0.0008197948,0.0007547434,0.0003084186,0.0007476598,0.000407044],"domain_scores_gemma":[0.9949354,0.002998041,0.0001847284,0.0003517795,0.0004695844,0.001060447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00389254,0.0003269198,0.07765432,0.001632811,0.0001792928,0.3044625,0.007786116,0.00001381737,0.03703325,0.0008459425,0.001909146,0.5642633],"study_design_scores_gemma":[0.02373689,0.08570241,0.1985855,0.00768413,0.00275225,0.3423595,0.1467176,0.00006059922,0.00899999,0.001200741,0.1807671,0.001433243],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529219,0.0132739,0.0001928478,0.03210473,0.0003559803,0.0001844754,0.000005519357,0.00001851878,0.0009420828],"genre_scores_gemma":[0.9749985,0.0001702557,0.0001240559,0.02371089,0.000941151,0.000007931857,0.000002758272,0.00002755173,0.00001686592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5628301,"threshold_uncertainty_score":0.9958023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2778452008","doi":"10.1155/2017/3149370","title":"Neonatal Pneumopericardium in a Nonventilated Term Infant: A Case Report and Review of the Literature","year":2017,"lang":"en","type":"article","venue":"Case Reports in Pediatrics","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pneumopericardium; Pneumothorax; Meconium aspiration syndrome; Pneumomediastinum; Respiratory distress; Subcutaneous emphysema; Pericardiocentesis; Surgery; Pediatrics; Meconium; Cardiac tamponade; Pregnancy; Fetus","retraction":null,"screen_n_in":null,"score":{"opus":0.01377248597384348,"gpt":0.302911661201246,"spread":0.2891391752274025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430768,0.0002692176,0.0007755687,0.0002381728,0.0001392818,0.00005619719,0.0001054326,0.0002229416,0.00001177782],"category_scores_gemma":[0.003634337,0.0001980355,0.0002068502,0.0006486935,0.0001791966,0.0002199704,0.0003221179,0.0006476485,6.337781e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072751,"about_ca_system_score_gemma":0.0003588352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127482,"about_ca_topic_score_gemma":0.0001214814,"domain_scores_codex":[0.9972789,0.00008512741,0.001336016,0.0005739483,0.0004107804,0.0003151737],"domain_scores_gemma":[0.9960827,0.00006891412,0.001262205,0.002169075,0.0002451452,0.0001720136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001561393,0.00006198969,0.2430259,0.004072118,0.00001109594,0.7506946,0.0004021623,4.40131e-7,0.00005740368,0.000001776813,0.0002191655,0.001437725],"study_design_scores_gemma":[0.0004034272,0.00004161962,0.08070956,0.004477004,0.0002058886,0.9127183,0.0000456926,0.00001644812,0.0001324926,0.0000223394,0.001050643,0.0001766033],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664252,0.03028531,0.000001470375,0.0005253427,0.0005171844,0.001140637,0.00002579596,0.0000222605,0.001056742],"genre_scores_gemma":[0.9912649,0.007839355,0.0001417959,0.0001794544,0.0002140008,0.00004835752,0.00002234078,0.00003502206,0.0002547377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1623163,"threshold_uncertainty_score":0.8075655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995633007","doi":"10.1080/23320885.2019.1654388","title":"High-pressure injection injury: a case report and systematic review","year":2019,"lang":"en","type":"article","venue":"Case Reports in Plastic Surgery and Hand Surgery","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":13,"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":"Debridement (dental); Medicine; Pressure injury; Surgery; Systematic review; High pressure; Intensive care medicine; MEDLINE; Engineering; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01786398597528142,"gpt":0.2649598769106041,"spread":0.2470958909353226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004232028,0.0004307092,0.002577128,0.0006240478,0.0001602054,0.00008363048,0.00001690807,0.0002510025,0.000103375],"category_scores_gemma":[0.009889738,0.0003618534,0.000248555,0.0005575878,0.0001513941,0.000287376,0.00006756357,0.0003702408,0.000008169987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006099112,"about_ca_system_score_gemma":0.0003365953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003073265,"about_ca_topic_score_gemma":0.00004257266,"domain_scores_codex":[0.9957541,0.0003012504,0.002191103,0.0008661668,0.0004140537,0.000473326],"domain_scores_gemma":[0.9915001,0.006142175,0.0009291092,0.0008875996,0.0001765572,0.0003643966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008808159,0.0000866905,0.06566852,0.1346054,0.0001501511,0.7976813,0.00005805655,0.000003890658,0.000101402,0.000006270658,0.001326051,0.0002242406],"study_design_scores_gemma":[0.0001294043,0.00005000799,0.003223537,0.06918909,0.0008763396,0.9256189,0.0001161759,0.00007462157,0.0001445947,0.00002673934,0.0001978675,0.0003526778],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753821,0.02068894,0.00001859605,0.00009249503,0.002345333,0.001281107,0.00001617291,0.00008499825,0.00009024308],"genre_scores_gemma":[0.996981,0.001864615,0.0000174912,0.0002042861,0.0001313521,0.0001648913,0.00005191706,0.00005304795,0.0005313958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279377,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964689407","doi":"10.1016/j.rmcr.2019.100918","title":"Cervicofacial subcutaneous emphysema and pneumomediastinum secondary to dental treatment in a young man","year":2019,"lang":"en","type":"article","venue":"Respiratory Medicine Case Reports","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Pneumomediastinum; Subcutaneous emphysema; Medicine; Dental Procedure; Perforation; Surgery; Mediastinal Emphysema; Pneumothorax; Dentistry; Dental care","retraction":null,"screen_n_in":null,"score":{"opus":0.02017481210729884,"gpt":0.2983938507701816,"spread":0.2782190386628828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006423774,0.0005843639,0.001242666,0.0007252856,0.00009245177,0.00002314359,0.00006367658,0.0002408218,0.0006268845],"category_scores_gemma":[0.0002512634,0.0004875869,0.0001373,0.0005716325,0.0001697459,0.0001464902,0.0001120188,0.0004145792,0.00009977349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006995932,"about_ca_system_score_gemma":0.000459822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010841,"about_ca_topic_score_gemma":0.002128262,"domain_scores_codex":[0.9960328,0.0001365459,0.001219182,0.001143271,0.0007293598,0.0007388627],"domain_scores_gemma":[0.9974357,0.0001415905,0.0003125386,0.001009923,0.0001261204,0.0009740727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003959087,0.0002733528,0.3070677,0.0003623612,0.00008743576,0.6279634,0.002261704,0.000006048589,0.05012292,0.000006618925,0.0004854954,0.01096703],"study_design_scores_gemma":[0.004359683,0.007051124,0.2242459,0.000913275,0.0002614449,0.7379522,0.00236125,0.00003748038,0.003434894,0.00002872099,0.01867439,0.0006795499],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884278,0.0008887837,0.000003543271,0.0006765299,0.0009857399,0.002364527,0.00001865919,0.0001457678,0.006488646],"genre_scores_gemma":[0.9964114,0.00002575217,0.00005117993,0.001569833,0.0007901241,0.0001444797,0.00003525673,0.0001029021,0.0008690676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099888,"threshold_uncertainty_score":0.9997576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1585746086","doi":"10.15537/1658-3175.3165","title":"Pulmonary interstitial emphysema and continuous positive airway pressure in a premature infant","year":2005,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Pneumothorax, Barotrauma, Emphysema","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 Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Positive airway pressure; Ventilation (architecture); Pulmonary emphysema; Airway; Positive pressure; High-frequency ventilation; Artificial ventilation; Mechanical ventilation; Pediatrics; Anesthesia; Respiratory disease; Lung; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.006844334317293019,"gpt":0.2724301966527717,"spread":0.2655858623354787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008572456,0.0003181158,0.0007253974,0.0002646241,0.0001117862,0.0000594711,0.000242965,0.0004358937,0.0008231874],"category_scores_gemma":[0.0008236276,0.0002458601,0.0001658207,0.0002283759,0.0003218079,0.0002948586,0.0001536477,0.002120098,0.0000367234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267908,"about_ca_system_score_gemma":0.0004011413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000341855,"about_ca_topic_score_gemma":0.00005950008,"domain_scores_codex":[0.996851,0.0002209856,0.0007093179,0.0003978199,0.001201819,0.0006190434],"domain_scores_gemma":[0.9982147,0.0001753541,0.0002054301,0.0002358903,0.0001518306,0.001016768],"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":[0.007897931,0.004171156,0.1134203,0.001224865,0.001606003,0.04852193,0.0111295,0.00004339761,0.0428541,0.0005357322,0.03830455,0.7302905],"study_design_scores_gemma":[0.01490368,0.002884175,0.7230585,0.01440641,0.000847657,0.1743774,0.001500488,0.00639982,0.005922426,0.001017957,0.05334601,0.001335496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475401,0.006445465,0.0003551101,0.03264773,0.0005416821,0.0007034423,0.00002937327,0.00008408332,0.011653],"genre_scores_gemma":[0.9928313,0.0005083527,0.0007062132,0.002939369,0.002281448,0.00001454106,0.00001221098,0.00004248049,0.0006641081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.728955,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1025405113","doi":"10.7863/ultra.34.8.1521","title":"Pneumomediastinum as a Sonographic Mimic of Pneumothorax","year":2015,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Emergency department; Medicine; Citation; Pneumomediastinum; Sick child; Pediatric emergency medicine; Pneumothorax; Library science; Family medicine; Pediatrics; Emergency physician; Psychiatry; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.04862081222900214,"gpt":0.341632360157258,"spread":0.2930115479282558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003133178,0.0003625196,0.001636925,0.001481804,0.00002846809,0.00001073269,0.0004222352,0.0002217563,0.0002435528],"category_scores_gemma":[0.007574141,0.000265974,0.0002778552,0.001433188,0.0006231352,0.0002888589,0.00003649733,0.001023719,0.00002674503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257176,"about_ca_system_score_gemma":0.0007188994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001292208,"about_ca_topic_score_gemma":0.00002154646,"domain_scores_codex":[0.9953671,0.0002253967,0.001973269,0.0002846373,0.001633331,0.0005163398],"domain_scores_gemma":[0.9955246,0.0009742,0.001196335,0.000493632,0.0009543633,0.0008568885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002080459,0.00132458,0.2494383,0.0004768865,0.0003931992,0.001550604,0.007718035,0.00006869989,0.70718,0.0002459285,0.02545222,0.004071143],"study_design_scores_gemma":[0.04518785,0.0380041,0.6969125,0.01473135,0.002071588,0.06461155,0.02928079,0.0001721593,0.03204536,0.01403092,0.06150739,0.001444499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838941,0.002517269,0.000115144,0.007115822,0.001082604,0.0003439254,0.000004622992,0.00002417814,0.004902367],"genre_scores_gemma":[0.9950781,0.0008791356,0.001573112,0.00105857,0.001077444,0.000005316862,0.000008990479,0.0000571198,0.0002621425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6751347,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1587636952","doi":"10.1155/2008/510427","title":"Pneumoscrotum after Colonoscopy","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Polypectomy; Colonoscopy; Medicine; Endoscopy; General surgery; Conservative treatment; Surgery; Conservative management; Colorectal cancer; Internal medicine; Cancer","retraction":null,"screen_n_in":null,"score":{"opus":0.01699646099235347,"gpt":0.2414703915777707,"spread":0.2244739305854172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835931,0.000180222,0.0005461489,0.0004790603,0.00008979415,0.00001018935,0.0001982527,0.0001167315,0.000523514],"category_scores_gemma":[0.00009709255,0.0001678128,0.0002023045,0.0001145911,0.0003704632,0.0001152961,0.0000130069,0.0004789305,0.0000728312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485529,"about_ca_system_score_gemma":0.001117698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005965907,"about_ca_topic_score_gemma":0.009635026,"domain_scores_codex":[0.9983962,0.00009873409,0.0005074606,0.0001688093,0.0001679743,0.0006608603],"domain_scores_gemma":[0.9978985,0.00002117157,0.0002190383,0.0002501408,0.0002475759,0.001363527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001993995,0.00005181624,0.9711347,0.0000195275,0.0001202977,0.01232698,0.0003081516,0.000004548789,0.001905012,0.00001212087,0.01204608,0.00007675844],"study_design_scores_gemma":[0.002106887,0.006848196,0.9270729,0.00009453732,0.00009506314,0.04552224,0.0000453371,0.000009446569,0.0004331511,0.00004151957,0.01764053,0.00009016046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921768,0.0001789378,0.0001552796,0.0058141,0.0007108259,0.0001493697,0.00001708168,0.000008723846,0.0007888539],"genre_scores_gemma":[0.992844,0.00002105684,0.0009963061,0.00528387,0.000407589,0.000006946729,0.000003298613,0.00003190818,0.0004049715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04406178,"threshold_uncertainty_score":0.6843206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040093263","doi":"10.1034/j.1399-6576.2001.045003393.x","title":"Life‐threatening upper airway obstruction in a child caused by retropharyngeal emphysema","year":2001,"lang":"en","type":"article","venue":"Acta Anaesthesiologica Scandinavica","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Fluoroscopy; Airway obstruction; Airway; Subcutaneous emphysema; Acute respiratory failure; Obstructive lung disease; Respiratory failure; Anesthesia; Surgery; Pulmonary disease; Internal medicine; Complication; Mechanical ventilation","retraction":null,"screen_n_in":null,"score":{"opus":0.01854068193238118,"gpt":0.2647194966118801,"spread":0.2461788146794989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003267423,0.0005569151,0.001014893,0.0003492621,0.0002848958,0.00005184652,0.000361018,0.0004975391,0.0004891018],"category_scores_gemma":[0.0004689045,0.0004477497,0.0002622441,0.0009392953,0.000244014,0.000294312,0.00009741056,0.0007662444,0.0001100496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498143,"about_ca_system_score_gemma":0.0001160825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003060079,"about_ca_topic_score_gemma":0.00003304951,"domain_scores_codex":[0.9965702,0.0002250784,0.0007145001,0.001013107,0.0004659976,0.001011167],"domain_scores_gemma":[0.9981039,0.0001047248,0.0002680597,0.0007702278,0.0000841596,0.0006689352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002504603,0.001022288,0.8863052,0.00009731486,0.0001648279,0.001835367,0.0004592068,0.0000158684,0.06104873,0.0003375544,0.008955855,0.03725321],"study_design_scores_gemma":[0.003132717,0.002835725,0.9739935,0.0003941251,0.0001248841,0.0005951622,0.0002945691,0.0001822785,0.003443736,0.0004237188,0.01387054,0.0007090745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839876,0.0007631505,0.00001575584,0.00866685,0.0001437763,0.0007830753,0.00001468532,0.0003237235,0.005301391],"genre_scores_gemma":[0.9945476,0.001699103,0.0004959879,0.002229138,0.0002640246,0.000114494,0.0001416924,0.00007954858,0.000428379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0876883,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973314174","doi":"10.2310/7070.2005.0119","title":"Pneumomediastinum and Cervicofacial Emphysema Following a Nasally Obstructed Sneeze","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Pneumomediastinum; Subcutaneous emphysema; Surgery; Pneumothorax","retraction":null,"screen_n_in":null,"score":{"opus":0.00933989253625384,"gpt":0.2489317871114882,"spread":0.2395918945752344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007531276,0.0002672482,0.0007712927,0.0002632165,0.0001473479,0.00002428107,0.0003038403,0.0001970629,0.00006978618],"category_scores_gemma":[0.0002602664,0.0001810959,0.0002542302,0.0003238523,0.0002253475,0.000190106,0.0001045972,0.0006728398,0.00002543479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007394906,"about_ca_system_score_gemma":0.00019369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018726,"about_ca_topic_score_gemma":0.00004508765,"domain_scores_codex":[0.9978191,0.0002709293,0.0008028379,0.0001829254,0.0004602695,0.000463975],"domain_scores_gemma":[0.9984151,0.0003620131,0.0005066199,0.0003182466,0.0002043518,0.0001936542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00148456,0.0003614052,0.2662977,0.0001731543,0.0006065471,0.00233761,0.001674467,0.00003578455,0.721415,0.0004437281,0.001479947,0.00369016],"study_design_scores_gemma":[0.002922688,0.0009316416,0.9740934,0.0001395911,0.000527034,0.01359744,0.0002045961,0.00009271485,0.004334383,0.001513548,0.00144404,0.0001989483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937724,0.0007682545,0.0001784396,0.00305466,0.000694448,0.0003000145,0.000003882885,0.00004025506,0.001187627],"genre_scores_gemma":[0.9972506,0.00004466372,0.0008732441,0.0006568285,0.0009379275,0.000003614457,0.000005042532,0.00004574543,0.0001823429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7170806,"threshold_uncertainty_score":0.7384876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311160785","doi":"10.3390/jcm11237132","title":"Prognosis of Spontaneous Pneumothorax/Pneumomediastinum in Coronavirus Disease 2019: The CoBiF Score","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","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":"NOSM University; McGill University Health Centre","funders":"","keywords":"Pneumomediastinum; Medicine; Pneumothorax; Mortality rate; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.1287338072339487,"gpt":0.4314649809389512,"spread":0.3027311737050025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006852786,0.0003322738,0.002023712,0.0004287998,0.000114275,0.000007611007,0.0007685806,0.0001234256,0.001050211],"category_scores_gemma":[0.008682549,0.0002039047,0.0005848177,0.0008827185,0.0008930514,0.000107065,0.0002524184,0.00244172,0.00001206825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770398,"about_ca_system_score_gemma":0.001019788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000609511,"about_ca_topic_score_gemma":0.0000241192,"domain_scores_codex":[0.9918876,0.001009041,0.004024904,0.000389207,0.002198818,0.0004903939],"domain_scores_gemma":[0.9920741,0.003606655,0.002278175,0.000666726,0.0004736301,0.000900687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01616621,0.004470312,0.8331765,0.0004297015,0.0004487757,0.0287391,0.001225028,0.0002419433,0.005192563,0.0001722236,0.01493449,0.09480317],"study_design_scores_gemma":[0.007395925,0.008984502,0.9497855,0.001439291,0.0007512669,0.006440666,0.000900814,0.0002843215,0.00007293755,0.0005770277,0.02314639,0.0002213119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951035,0.002670595,0.00002010641,0.04241557,0.002226796,0.0008645436,0.0000423581,0.00002120085,0.0007037785],"genre_scores_gemma":[0.9933723,0.0007479244,0.0001517175,0.00343515,0.001702002,0.00003272524,0.00001457232,0.00005922257,0.0004843559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166091,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2411230846","doi":"10.1016/j.ajem.2016.06.021","title":"Point-of-care ultrasound in pediatric small bowel obstruction: an ED case series","year":2016,"lang":"en","type":"article","venue":"The American Journal of Emergency Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Asymptomatic; Emergency department; Differential diagnosis; Occult; Radiology; Pediatrics; Nuclear medicine; Surgery; Pathology; Psychiatry; Alternative medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03140178301481196,"gpt":0.3208304561800193,"spread":0.2894286731652074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009502299,0.0002856975,0.0009517772,0.0004337445,0.00007695625,0.000002287687,0.0003482374,0.00004889155,0.0009704994],"category_scores_gemma":[0.001276136,0.0001457481,0.0001993191,0.000970729,0.0005957011,0.0002721521,0.00003237721,0.0003765638,0.000007644102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159729,"about_ca_system_score_gemma":0.0001954483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335388,"about_ca_topic_score_gemma":0.0001414333,"domain_scores_codex":[0.9970522,0.000322368,0.001441738,0.000239969,0.0005625919,0.0003811645],"domain_scores_gemma":[0.9966515,0.0003460879,0.001408321,0.0006057928,0.0006354104,0.0003528857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00716707,0.0006563072,0.7578534,0.0006161077,0.0004906938,0.005509065,0.02210313,0.00003308198,0.1330348,0.0002393921,0.006277998,0.06601892],"study_design_scores_gemma":[0.008580985,0.03087639,0.7865615,0.001479449,0.002043408,0.09682038,0.06468894,0.000008245141,0.004187291,0.001575112,0.002388761,0.0007894698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902064,0.002238336,0.0001749112,0.005059035,0.001519629,0.0002491202,0.000008661863,0.00002001485,0.0005238409],"genre_scores_gemma":[0.9912823,0.004997424,0.0006510873,0.0001102189,0.002636707,0.000005432297,0.000002453381,0.00004514466,0.0002692691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288475,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060775203","doi":"10.1148/radiol.2413041063","title":"The Ring-around-the-Artery Sign","year":2006,"lang":"en","type":"article","venue":"Radiology","topic":"Pneumothorax, Barotrauma, Emphysema","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":"Ottawa Hospital","funders":"","keywords":"Medicine; Pneumomediastinum; MEDLINE; General surgery; Radiology; Pneumothorax","retraction":null,"screen_n_in":null,"score":{"opus":0.01517904268369736,"gpt":0.2617534454616393,"spread":0.2465744027779419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004255084,0.0001488958,0.0002707068,0.00004147621,0.0002510778,0.00002090694,0.0002303939,0.0001239428,0.00004426721],"category_scores_gemma":[0.00009676378,0.00008193821,0.0001118057,0.0001332897,0.0003649293,0.00003464061,0.00003615796,0.0002799809,0.0003112654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007608682,"about_ca_system_score_gemma":0.00006379473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009357699,"about_ca_topic_score_gemma":0.00006570917,"domain_scores_codex":[0.9987355,0.0001814907,0.0002673035,0.0002445382,0.0001335419,0.0004375863],"domain_scores_gemma":[0.9987188,0.0005163851,0.00007607827,0.0005899504,0.00003888533,0.00005990179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001011198,0.0006191297,0.1447579,0.000136026,0.0008506984,0.001238449,0.001025862,0.0003842686,0.2271951,0.1208487,0.4465387,0.05539402],"study_design_scores_gemma":[0.002140968,0.0007932306,0.5259038,0.00004145665,0.0002035185,0.006192502,0.0002651666,0.00111571,0.003215901,0.01412785,0.4456233,0.0003766038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549978,0.00157862,0.0005794127,0.01507017,0.0006787861,0.0004536752,0.000003136569,0.0001451927,0.02649321],"genre_scores_gemma":[0.9928687,0.00004981349,0.0001090506,0.001217092,0.001409552,0.00004790449,0.00001088807,0.00002555221,0.004261413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3811459,"threshold_uncertainty_score":0.4000791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248339744","doi":"10.1136/bcr-2019-231948","title":"Uraemic stomatitis","year":2019,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Anorexia; Dysgeusia; Medicine; Stomatitis; Family history; Pediatrics; Surgery; Dermatology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02179001875454803,"gpt":0.3243853781471218,"spread":0.3025953593925738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003867892,0.0001753448,0.0003942633,0.0001084324,0.00004140802,0.00001855254,0.00002554727,0.0001153092,0.001164798],"category_scores_gemma":[0.0002026633,0.0001585033,0.0001431852,0.0001777119,0.00003406885,0.0001105035,0.00004670997,0.0001736982,0.0009417079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074045,"about_ca_system_score_gemma":0.0002008511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002427456,"about_ca_topic_score_gemma":0.00002774656,"domain_scores_codex":[0.9983331,0.00003307002,0.0005435768,0.0004015941,0.0003863068,0.0003023548],"domain_scores_gemma":[0.99835,0.00004802629,0.0002588747,0.001021077,0.0001016917,0.0002203314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002149375,0.00007960432,0.03889652,0.0002113043,0.00005589665,0.9353941,0.0001356617,0.000004186888,0.01228136,0.00003576009,0.007366323,0.005517802],"study_design_scores_gemma":[0.0003835549,0.000135243,0.02521566,0.0002138984,0.00007219791,0.9564549,0.00008917466,0.0001112306,0.004145363,0.0001052435,0.01288108,0.0001924601],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581308,0.0001261016,0.00002285539,0.0005620175,0.0005754602,0.00120608,0.000002870312,0.0002140522,0.03915975],"genre_scores_gemma":[0.9906555,0.000007007665,0.0005843964,0.0004680546,0.0002456105,0.00005231464,0.00002175312,0.00004580172,0.007919544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03252471,"threshold_uncertainty_score":0.9998361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936241338","doi":"10.1016/j.ijscr.2019.03.030","title":"Pneumoretroperitoneum with subcutaneous emphysema after a post colonoscopy colonic perforation","year":2019,"lang":"en","type":"article","venue":"International Journal of Surgery Case Reports","topic":"Pneumothorax, Barotrauma, Emphysema","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":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Subcutaneous emphysema; Pneumomediastinum; Colonoscopy; Pneumoperitoneum; Surgery; Perforation; Pneumothorax; Abdominal pain; Complication; General surgery; Laparoscopy; Colorectal cancer; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01152885842610156,"gpt":0.2671745319041539,"spread":0.2556456734780523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006725813,0.0002732714,0.0006923818,0.0005582736,0.00004900057,0.0001031017,0.00008426274,0.0001245254,0.000567893],"category_scores_gemma":[0.0002316923,0.0002134738,0.0003640344,0.0002160408,0.00009115796,0.0005181098,0.00004573087,0.0003980959,0.00004751713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004703129,"about_ca_system_score_gemma":0.001089015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000824775,"about_ca_topic_score_gemma":0.00003252127,"domain_scores_codex":[0.9968024,0.000075499,0.001233494,0.0003322997,0.001255622,0.0003007156],"domain_scores_gemma":[0.9957362,0.0002321454,0.001263036,0.0003580955,0.002144065,0.0002664405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.005779075,0.0003315246,0.2224544,0.00006374391,0.0004809085,0.747331,0.0001978108,0.0000697749,0.02207586,0.000007006657,0.0004120597,0.0007968897],"study_design_scores_gemma":[0.0004676409,0.001443279,0.05456835,0.0006462053,0.0001427389,0.9331918,0.0001613949,0.00007702704,0.006964155,0.00002220405,0.002084849,0.000230317],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944159,0.0002152571,0.0000314681,0.002326992,0.002268926,0.0003400138,0.00001552844,0.00003204652,0.0003538162],"genre_scores_gemma":[0.9977981,0.00005311396,0.0003384408,0.0007179587,0.0005793063,0.0000157334,0.00003192556,0.00005949874,0.0004059615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858609,"threshold_uncertainty_score":0.870521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015037582","doi":"10.1136/bcr.2006.114322","title":"Ultrasound guided percutaneous relief of tension pneumomediastinum in a 1-day-old newborn","year":2009,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Pneumothorax, Barotrauma, Emphysema","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":"Université de Montréal","funders":"","keywords":"Medicine; Pneumomediastinum; Pulse oximetry; Vaginal delivery; Intubation; Blood pressure; Gestational age; Percutaneous; Anesthesia; Surgery; Pregnancy; Radiology; Complication","retraction":null,"screen_n_in":null,"score":{"opus":0.02684809730354987,"gpt":0.3169666094650901,"spread":0.2901185121615402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001119991,0.000358229,0.0009005939,0.0003791545,0.00005602996,0.00001734157,0.00006016503,0.0002678246,0.0001076303],"category_scores_gemma":[0.003290045,0.0003264824,0.0002255181,0.0006036601,0.0001040384,0.0001115055,0.00003887452,0.0003835555,0.00002620229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093939,"about_ca_system_score_gemma":0.0003229042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005948496,"about_ca_topic_score_gemma":0.0001159681,"domain_scores_codex":[0.996278,0.0001111844,0.001618678,0.0007053497,0.0007314022,0.0005553938],"domain_scores_gemma":[0.9971692,0.0002771228,0.0006132923,0.001275132,0.0003027238,0.0003625261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007419069,0.000349613,0.004721796,0.00007692228,0.0000196822,0.6899891,0.0006028237,0.0000342907,0.2961435,0.000007680948,0.003287579,0.004692728],"study_design_scores_gemma":[0.0004996979,0.0005206771,0.04913835,0.0005704593,0.0001110064,0.9390703,0.0002156261,0.0001110668,0.008014602,0.0002959915,0.001164,0.0002882306],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906098,0.0001776509,0.00003858549,0.001248234,0.0003107903,0.001375897,0.000006273398,0.0001492121,0.006083618],"genre_scores_gemma":[0.9952988,0.00004891019,0.0024417,0.0006767727,0.0002981788,0.00002012744,0.00003981974,0.0000526983,0.001122971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2881289,"threshold_uncertainty_score":0.9999187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077040086","doi":"10.4021//jmc.v4i3.997","title":"A Rare Case of Colorectal Injury With Compressed Air","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Pneumoperitoneum; Etiology; Compressed air; Radiological weapon; Surgery; General surgery; Medical emergency; Radiology; Pathology; Laparoscopy; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02988649169747361,"gpt":0.3350901399827488,"spread":0.3052036482852752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008557832,0.0001636852,0.00067396,0.0001768411,0.0000420006,0.000005380859,0.0001529432,0.0001702154,0.0006548843],"category_scores_gemma":[0.001414997,0.0001025056,0.0001661325,0.0002215697,0.0002847843,0.0001891262,0.00004986784,0.0006043834,0.000006996861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006378308,"about_ca_system_score_gemma":0.0004696782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007042627,"about_ca_topic_score_gemma":0.00002224045,"domain_scores_codex":[0.9974654,0.0001277627,0.0006411021,0.00009627986,0.001357379,0.0003120573],"domain_scores_gemma":[0.9976161,0.0004949137,0.000448751,0.0001768386,0.0003052837,0.0009581466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.02183907,0.009367181,0.31036,0.00233501,0.001726993,0.4873468,0.004838363,0.00001824701,0.0379343,0.0004504196,0.08274081,0.04104283],"study_design_scores_gemma":[0.007102048,0.008650257,0.06023748,0.002431845,0.000803282,0.8646988,0.002073691,0.0001367143,0.04732671,0.0000204404,0.006222243,0.0002964506],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956673,0.00101762,0.0001063648,0.002412343,0.000260678,0.0001608986,0.00001927551,0.00001568784,0.0003398184],"genre_scores_gemma":[0.9975917,0.00004839923,0.0008867372,0.0005889069,0.0008247001,0.000003122724,0.000002589033,0.00002433853,0.00002952947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773521,"threshold_uncertainty_score":0.7170524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214598946","doi":"10.1186/s12887-021-02981-w","title":"Airway injury and pneumomediastinum associated with less invasive surfactant administration in a premature neonate: a case report","year":2021,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":6,"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":"Pneumomediastinum; Medicine; Subcutaneous emphysema; Respiratory distress; Complication; Airway; Anesthesia; Pneumothorax; Surgery; Bradycardia; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02434024374344606,"gpt":0.2764141667763266,"spread":0.2520739230328805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005452767,0.0003137521,0.000566412,0.0002282455,0.0000807133,0.00006153648,0.00006642214,0.0003417677,0.00001849873],"category_scores_gemma":[0.003731738,0.0002819618,0.00007198172,0.001235586,0.00007560464,0.0001923011,0.00007954844,0.0005779339,0.000004284494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177411,"about_ca_system_score_gemma":0.002456049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007359678,"about_ca_topic_score_gemma":0.005365459,"domain_scores_codex":[0.9975584,0.0001706292,0.0006183806,0.000645887,0.0005766234,0.0004301443],"domain_scores_gemma":[0.9978665,0.0005426399,0.0003802298,0.0004542592,0.000445637,0.0003107433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000457169,0.0006003138,0.6766638,0.0007117915,0.00004891021,0.3165423,0.001036989,0.00001354641,0.002875873,0.00001917625,0.0005371367,0.0004929877],"study_design_scores_gemma":[0.004086861,0.001238338,0.8223226,0.0005168294,0.0006674772,0.1594694,0.002735996,0.0002809767,0.007632005,0.00008252382,0.0001359062,0.0008311076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975553,0.0005084345,0.00005456752,0.0004597319,0.0001690391,0.0006489669,0.0001049642,0.0001008808,0.0003981068],"genre_scores_gemma":[0.9973751,0.0001380688,0.00114411,0.0001389049,0.0002536289,0.00005112845,0.0003028933,0.00005505458,0.0005411305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1570729,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003477016","doi":"10.1097/ta.0b013e3181588604","title":"Rectal Injury by Compressed Air","year":2010,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Humanities; Art; Library science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01088904117241687,"gpt":0.3173334519685456,"spread":0.3064444107961287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941758,0.0002409669,0.0004597001,0.0001429812,0.0003137161,0.0000472445,0.0001565325,0.000218403,0.0002192459],"category_scores_gemma":[0.0005421602,0.0001644986,0.0002006223,0.0002031112,0.0005256862,0.00025762,0.00003988289,0.001366722,0.00001425651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005748271,"about_ca_system_score_gemma":0.0001059935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097671,"about_ca_topic_score_gemma":0.00005930138,"domain_scores_codex":[0.9982526,0.0001877046,0.0005698159,0.0001778793,0.0004790731,0.0003328683],"domain_scores_gemma":[0.998055,0.0003047003,0.0001362358,0.0003028511,0.0008154048,0.0003858272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005120628,0.00175629,0.07568613,0.001254214,0.0004613705,0.0001088547,0.006386006,0.000005247973,0.7309224,0.001969957,0.09251625,0.08381267],"study_design_scores_gemma":[0.005895571,0.01526922,0.5018364,0.0007818931,0.002844199,0.009965763,0.004500182,0.000092275,0.3465819,0.004740804,0.106232,0.001259877],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924771,0.0005427073,0.0002211637,0.003226353,0.001142832,0.0002022156,0.00005318254,0.00004081697,0.002093591],"genre_scores_gemma":[0.9979045,0.0001367144,0.0001473246,0.0006653747,0.001042267,0.000003698997,0.000006200277,0.00003527552,0.00005867498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4261502,"threshold_uncertainty_score":0.6708058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006942930","doi":"10.1016/s0003-4975(02)03609-3","title":"Pyopneumopericardium caused by mediastinal granuloma","year":2002,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Pneumothorax, Barotrauma, Emphysema","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; Western University","funders":"","keywords":"Medicine; Pericardium; Thoracotomy; Granuloma; Esophagus; Mediastinal mass; Histoplasmosis; Radiology; Pathological; Lymph; Chest pain; Mediastinum; Mediastinitis; Surgery; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.1521417295797433,"gpt":0.3679909895143784,"spread":0.2158492599346351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001602585,0.0003355192,0.0009539105,0.0002245928,0.0001324419,0.00002527961,0.0003160634,0.0001346124,0.001121838],"category_scores_gemma":[0.000863099,0.0002360485,0.0005778688,0.0007264455,0.0003793582,0.000158937,0.00009024348,0.0003530953,0.0003175521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001911578,"about_ca_system_score_gemma":0.00006024107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005616967,"about_ca_topic_score_gemma":0.000002173068,"domain_scores_codex":[0.9970124,0.0003641918,0.000709323,0.000391622,0.0008538067,0.0006686114],"domain_scores_gemma":[0.9968575,0.00120103,0.0003280331,0.001029883,0.0002726697,0.0003108426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005982837,0.0008226728,0.01398565,0.0005167424,0.000507119,0.0002837922,0.0009184598,0.000009281325,0.08379595,0.00002441143,0.758364,0.1401737],"study_design_scores_gemma":[0.0005183576,0.0006368356,0.06790157,0.001459894,0.0007015749,0.000854101,0.0006447845,0.001123506,0.7698743,0.0005502298,0.154367,0.001367894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962918,0.004629944,0.00003104065,0.02460296,0.000394927,0.0003719105,0.00005771082,0.0001678911,0.006825542],"genre_scores_gemma":[0.9931479,0.001295119,0.00004126494,0.002630362,0.0003887577,0.00004206996,0.00003326131,0.00007182845,0.002349502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6860783,"threshold_uncertainty_score":0.9997913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004155719","doi":"10.1590/s0100-39842008000300012","title":"Manifestações intratorácicas das doenças do colágeno na tomografia computadorizada de alta resolução do tórax","year":2008,"lang":"pt","type":"article","venue":"Radiologia Brasileira","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04115303957520797,"gpt":0.3146606275523891,"spread":0.2735075879771811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001863084,0.001974616,0.003031306,0.0007814858,0.001201223,0.0002760114,0.002061282,0.001897013,0.001463145],"category_scores_gemma":[0.001314689,0.001903226,0.0009076268,0.001951553,0.001880949,0.0005056438,0.0006588635,0.002776676,0.00173224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563073,"about_ca_system_score_gemma":0.001959037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625072,"about_ca_topic_score_gemma":0.00007209898,"domain_scores_codex":[0.9881691,0.001679012,0.002329545,0.002751087,0.001524378,0.003546894],"domain_scores_gemma":[0.9919831,0.001480951,0.0009951149,0.003034371,0.0004994264,0.002006993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001525695,0.001799172,0.8344392,0.001012359,0.001605817,0.02009661,0.007278973,0.0003534163,0.02626685,0.001521096,0.09875897,0.005341833],"study_design_scores_gemma":[0.006963941,0.00498943,0.9395358,0.001651177,0.001051911,0.02153846,0.002801559,0.002173547,0.007014561,0.0001948571,0.008932616,0.003152119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745991,0.01115726,0.001183039,0.0006106446,0.003000163,0.002799538,0.0004104917,0.001042086,0.005197639],"genre_scores_gemma":[0.9865571,0.001471584,0.002548635,0.002395674,0.003626344,0.0001664477,0.0002717254,0.0003983387,0.002564162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050966,"threshold_uncertainty_score":0.9995239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2413766340","doi":"10.1503/cmaj.061588","title":"Retroperitoneal fibrosis","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Malaise; Vomiting; Nausea; Medicine; Abdomen; Computed tomography; Radiology; Retroperitoneal fibrosis; Abdominal pain; Surgery; Fibrosis; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.009624150175745444,"gpt":0.2647268862242135,"spread":0.255102736048468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003017079,0.0001414526,0.0003014069,0.0002947794,0.0002636093,0.00006612107,0.000174186,0.0005294656,0.005270813],"category_scores_gemma":[0.002648762,0.0001289486,0.0001622167,0.0003794943,0.00004908735,0.000121452,0.00001302716,0.001345458,0.000503892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394224,"about_ca_system_score_gemma":0.002976434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164788,"about_ca_topic_score_gemma":0.01853773,"domain_scores_codex":[0.9964591,0.00008449618,0.0005477532,0.0001770143,0.001917809,0.0008138024],"domain_scores_gemma":[0.9951529,0.000140628,0.0001805196,0.0001475198,0.000444542,0.003933911],"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":[0.00008768459,0.0001047847,0.4497657,0.0000310477,0.0002846922,0.005489806,0.0005209125,8.527533e-7,0.001702823,0.0003529855,0.4113756,0.1302831],"study_design_scores_gemma":[0.001160869,0.000161047,0.4435545,0.0001325579,0.00004609601,0.002393028,0.000285912,0.00005319102,0.0004050364,0.00006173564,0.5515779,0.0001681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888819,0.0002408746,0.0003219709,0.06541327,0.001626737,0.0001954274,0.00001919341,0.00006504339,0.04329842],"genre_scores_gemma":[0.9729656,0.0000586432,0.0007663426,0.0186932,0.004873306,0.000002161967,0.00001311007,0.00003453466,0.002593079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402023,"threshold_uncertainty_score":0.9993714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256150531","doi":"10.1111/j.1440-1843.2007.01089.x","title":"Traumatic pneumatocoele","year":2007,"lang":"en","type":"article","venue":"Respirology","topic":"Pneumothorax, Barotrauma, Emphysema","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":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Vehicle accident; Pulmonary function testing; Computed tomography; Radiology; Pediatrics; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.03027307390765858,"gpt":0.3459788790965241,"spread":0.3157058051888655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006900451,0.0001761966,0.0004362256,0.0002381758,0.0000604852,0.000006297512,0.0001380631,0.000228837,0.0004319637],"category_scores_gemma":[0.0002065444,0.000156861,0.0001239401,0.0002492574,0.0001816105,0.00005006381,0.00003999302,0.0002900005,0.0008761741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007425262,"about_ca_system_score_gemma":0.00006643403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002787563,"about_ca_topic_score_gemma":0.000056637,"domain_scores_codex":[0.9983598,0.00006119387,0.0004304532,0.0003174051,0.0002319081,0.0005992409],"domain_scores_gemma":[0.9988777,0.0002070052,0.00009272542,0.0005148077,0.0000564919,0.0002512698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002862073,0.001803155,0.1412313,0.0008798995,0.0004912177,0.003513437,0.003094469,0.00002240025,0.6308067,0.02013785,0.01503885,0.1801186],"study_design_scores_gemma":[0.003560576,0.001975396,0.8725456,0.00009580635,0.0001373418,0.002408722,0.0003217258,0.000221182,0.01912963,0.002859447,0.09633867,0.0004058977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521524,0.0001796932,0.001020043,0.002263339,0.0001842643,0.0005316706,0.000001661154,0.0001981199,0.04346876],"genre_scores_gemma":[0.994713,0.00001058903,0.001013298,0.002703481,0.000246995,0.00002648969,0.000007343765,0.00004133004,0.001237455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7313142,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}