{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"20536a171572","filters":{"venue":"Anaesthesia Cases"}},"results":[{"id":"W2905774464","doi":"10.21466/ac.pimviap.2013","title":"Predicted impossible mask ventilation in a patient with giant rhinophyma","year":2014,"lang":"en","type":"article","venue":"Anaesthesia Cases","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Rhinophyma; Medicine; Intubation; Anesthesia; Ventilation (architecture); Surgery; Engineering","authors":[{"name":"James Bennett","is_ca":true},{"name":"Philippa Webb","is_ca":false},{"name":"Imran Ahmad","is_ca":false},{"name":"Claire Hopkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008899833232404418,"gpt":0.2297197063356841,"spread":0.2208198731032796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009508515,0.0001036436,0.0001559617,0.0001934293,0.00003533651,0.00001734167,0.00003949834,0.00004470992,0.0001763757],"category_scores_gemma":[0.00004322819,0.00007958143,0.00003303033,0.0002358427,0.0000330116,0.0001261416,0.00001312788,0.0000706929,0.00001264013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003995651,"about_ca_system_score_gemma":0.00002472635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173361,"about_ca_topic_score_gemma":0.00004702799,"domain_scores_codex":[0.9992782,0.00003124091,0.000191094,0.0001720605,0.0001840536,0.0001433451],"domain_scores_gemma":[0.9996012,0.00001681363,0.00007601799,0.0002074686,0.00004744984,0.00005100005],"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":[0.001273969,0.0007053584,0.1775078,0.0002001725,0.00005823235,0.000420126,0.001040999,0.00005189835,0.0008011535,0.00611424,0.01654528,0.7952808],"study_design_scores_gemma":[0.004197068,0.04673071,0.6747432,0.001414805,0.000288059,0.0002070863,0.0008638084,0.01562904,0.04685548,0.00106577,0.2071504,0.00085455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862018,0.00005654167,0.001245856,0.0005051902,0.0000138612,0.0004051638,0.000001266679,0.0001665084,0.01140387],"genre_scores_gemma":[0.9975152,0.0001225359,0.001180883,0.0002001938,0.0000315188,0.00005000969,0.00004421379,0.00001642219,0.0008390037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7944263,"threshold_uncertainty_score":0.3245236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906344439","doi":"10.21466/ac.mvpidli.2016","title":"McGrathMAC versus ProAct illumination during laryngoscopy in a pre‐hospital patient with maxillofacial trauma","year":2016,"lang":"en","type":"article","venue":"Anaesthesia Cases","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Laryngoscopy; Anesthesia; Medicine; Intubation","authors":[{"name":"Michael Gillespie","is_ca":true},{"name":"Mark Dunn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01162297969300872,"gpt":0.2474537620733464,"spread":0.2358307823803377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005715604,0.0001442587,0.0001666153,0.000196522,0.00005046481,0.00001389969,0.00005109576,0.00005535121,0.0001785085],"category_scores_gemma":[0.00006190061,0.00009232414,0.00004607646,0.0001822914,0.00006518809,0.0002808888,0.00001650643,0.00005660985,0.00001492914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254069,"about_ca_system_score_gemma":0.00002829038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001029231,"about_ca_topic_score_gemma":0.00006524422,"domain_scores_codex":[0.9991258,0.00002062362,0.0001925044,0.0002361938,0.0002282551,0.0001966385],"domain_scores_gemma":[0.9996077,0.00001369595,0.00008007329,0.0001842577,0.00005835501,0.0000558988],"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":[0.003425822,0.0006941438,0.05575222,0.00008860535,0.00006523672,0.0006126891,0.001697148,0.000001120792,0.0008744413,0.001332216,0.0008314066,0.934625],"study_design_scores_gemma":[0.01427632,0.07481066,0.5702789,0.001277023,0.0002339234,0.00009400006,0.001572283,0.00009817235,0.2723514,0.0001355244,0.06370761,0.001164206],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943992,0.0000516576,0.00007520282,0.001000724,0.00003156259,0.0006914405,0.000003213444,0.0001561126,0.003590922],"genre_scores_gemma":[0.9983951,0.0002699048,0.0002869525,0.00002836967,0.00002890117,0.0001364423,0.00001167462,0.00002210515,0.0008205602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334608,"threshold_uncertainty_score":0.3764869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906053523","doi":"10.21466/ac.stdstk2.2014","title":"Severe tracheal distortion secondary to kyphoscoliosis","year":2014,"lang":"en","type":"article","venue":"Anaesthesia Cases","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Airway; Kyphoscoliosis; Surgery; Scoliosis","authors":[{"name":"Deepa Jumani","is_ca":false},{"name":"Sadia Jamil","is_ca":false},{"name":"Neil Mercer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01372358984973804,"gpt":0.2522375000302768,"spread":0.2385139101805388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009927139,0.0001371431,0.000226859,0.00009322057,0.0000873762,0.000014347,0.0000566678,0.0000690997,0.0001869408],"category_scores_gemma":[0.00008386464,0.0001187816,0.0001003987,0.000176423,0.00003516159,0.0000774372,0.0000106972,0.0001239985,0.0001978482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004392971,"about_ca_system_score_gemma":0.00004833777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000355652,"about_ca_topic_score_gemma":0.0001974462,"domain_scores_codex":[0.9991438,0.0000330372,0.0001786373,0.000239523,0.000165658,0.0002393833],"domain_scores_gemma":[0.9994196,0.00003163634,0.00003575362,0.0002244275,0.00003573063,0.0002528836],"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":[0.0003019822,0.0003597136,0.05769166,0.0001344906,0.0000281579,0.000176637,0.0004733896,0.00002004102,0.0004099827,0.0006222583,0.01320718,0.9265745],"study_design_scores_gemma":[0.001404983,0.003078752,0.729444,0.0001200752,0.0001506335,0.000639928,0.0004570162,0.00009922759,0.001875466,0.0002270542,0.2620722,0.0004305958],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872727,0.0002472668,0.0003016284,0.005571641,0.0000583038,0.0002291245,0.000006184572,0.0001239034,0.006189266],"genre_scores_gemma":[0.993937,0.00002436989,0.0003958982,0.004874287,0.0001368989,0.00002907125,0.00002400731,0.00002339101,0.0005550992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9261439,"threshold_uncertainty_score":0.4843773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906189405","doi":"10.21466/ac.usncpia.2015","title":"Ultrasound‐guided sciatic nerve catheter placement in a patient with Charcot‐Marie‐Tooth disease","year":2015,"lang":"en","type":"article","venue":"Anaesthesia Cases","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Tooth disease; Sciatic nerve; Context (archaeology); Surgery; Peripheral neuropathy; Catheter; Anesthesia; Disease; Pathology","authors":[{"name":"Jonathan Mathers","is_ca":true},{"name":"Melinda Li","is_ca":true},{"name":"Ahmed Hamdy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05311665484975571,"gpt":0.2614341770958409,"spread":0.2083175222460852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001497341,0.0002713071,0.0002444566,0.0001337372,0.00008555585,0.00007061138,0.0002759857,0.00004742132,0.00007921338],"category_scores_gemma":[0.002158544,0.000200167,0.00006489828,0.0004384073,0.0002169254,0.0002531731,0.0000580456,0.000168133,0.0001245302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009682898,"about_ca_system_score_gemma":0.0001952553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004448804,"about_ca_topic_score_gemma":0.0002660583,"domain_scores_codex":[0.9975918,0.0003553125,0.0003127246,0.0006271394,0.0005839015,0.0005291475],"domain_scores_gemma":[0.9985213,0.0004301845,0.0001054974,0.0004469116,0.00003785798,0.0004582964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006469435,0.01177279,0.703158,0.0002122289,0.00005363767,0.1834033,0.008822225,0.02511807,0.006581805,0.005072631,0.03696116,0.01237467],"study_design_scores_gemma":[0.04604245,0.1127317,0.4912605,0.001588633,0.0009935704,0.01773866,0.01072972,0.02011055,0.08202088,0.02288138,0.1769276,0.01697442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971648,0.0001119365,0.00001421003,0.001312669,0.00006729472,0.0005893701,0.00002226974,0.0001033129,0.0006141634],"genre_scores_gemma":[0.9942477,0.000037967,0.00005479157,0.005396496,0.00002586776,0.0001344365,0.000008732302,0.00003304543,0.00006098915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118976,"threshold_uncertainty_score":0.8162572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905936646","doi":"10.21466/ac.uhtfrif.2014","title":"Undiagnosed H‐type tracheo‐oesophageal fistula resulting in failed ventilation in an infant with Down's syndrome","year":2014,"lang":"en","type":"article","venue":"Anaesthesia Cases","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"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; Imperforate anus; Tracheoesophageal fistula; Fistula; Bronchoscopy; Endotracheal intubation; Surgery; Atresia; Anesthesia; Intubation; General anaesthesia; Sagittal plane; Anatomy","authors":[{"name":"Adil Butt","is_ca":false},{"name":"Terence Montague","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01862345979457775,"gpt":0.2776512105690911,"spread":0.2590277507745133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004372118,0.0001759149,0.000399767,0.0002855654,0.00004522291,0.00001787498,0.0000782667,0.0001309856,0.00003237938],"category_scores_gemma":[0.0002500869,0.0001419549,0.00003669832,0.0004290876,0.00007447848,0.000174014,0.00001364232,0.0002368198,0.00002575166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005955124,"about_ca_system_score_gemma":0.00006125562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006702575,"about_ca_topic_score_gemma":0.002316313,"domain_scores_codex":[0.9986368,0.0001923366,0.0003339339,0.000355819,0.0001722494,0.0003088932],"domain_scores_gemma":[0.9992948,0.0001480211,0.00009954737,0.0003014391,0.00004726702,0.000108879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006036675,0.0002808937,0.9680945,0.00004524419,0.000006063136,0.02212019,0.0004609851,0.0001097633,0.0002545877,0.0001960721,0.00001431574,0.007813741],"study_design_scores_gemma":[0.002194855,0.002890843,0.9921853,0.0001679199,0.00003159275,0.001117329,0.0001420387,0.0006256804,0.0003144329,0.00007015238,0.0001141838,0.0001456744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998886,0.0002024805,0.00001450334,0.0003091081,0.00003061525,0.0003170585,0.000002133557,0.00005545646,0.0001825841],"genre_scores_gemma":[0.9986647,0.00001772925,0.0006743724,0.0003949308,0.00005281349,0.00002677366,0.00008676258,0.00002566519,0.00005628265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02409082,"threshold_uncertainty_score":0.5788751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}