{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"6e8ab816a49c","filters":{"venue":"Patient Safety in Surgery"}},"results":[{"id":"W2155181452","doi":"10.1186/1754-9493-7-6","title":"Sutures versus staples for wound closure in orthopaedic surgery: a pilot randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Pan Am Clinic; University of Manitoba","funders":"University of Manitoba; AO North America","keywords":"Medicine; Surgery; Randomized controlled trial; Fibrous joint; Exact test; Complication; Wound closure; Incidence (geometry); Orthopedic surgery; Wound healing","authors":[{"name":"Jesse Alan Slade Shantz","is_ca":false},{"name":"James Vernon","is_ca":true},{"name":"Saam Morshed","is_ca":false},{"name":"Jeff Leiter","is_ca":true},{"name":"Gregory Stranges","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03313292885156949,"gpt":0.276167815372134,"spread":0.2430348865205645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004320528,0.001795107,0.005337686,0.0007980137,0.0006603361,0.001753371,0.001163842,0.003283791,0.0100238],"category_scores_gemma":[0.009197269,0.0009381076,0.004919318,0.001061394,0.001623787,0.001733201,0.0008889803,0.003050196,0.0007893739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008858294,"about_ca_system_score_gemma":0.001916811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116364,"about_ca_topic_score_gemma":0.001952357,"domain_scores_codex":[0.9965909,0.002237777,0.0003808028,0.0003623824,0.0002026232,0.0002255668],"domain_scores_gemma":[0.9939202,0.003020517,0.001522375,0.0003660393,0.0003542904,0.0008165116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.987463,0.003178777,0.0004009818,0.001905867,0.002053863,0.00003451407,0.00003702844,0.00007405876,0.0003094399,0.00004599693,0.0002295742,0.004266856],"study_design_scores_gemma":[0.9548292,0.04203194,0.0008107923,0.0001470966,0.001707351,0.00001939797,0.00002200213,0.00009969896,0.00006220068,0.0000860795,0.000175968,0.000008381602],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535016,0.02666753,0.001218863,0.001692964,0.001801605,0.01203352,0.001188806,0.0001544329,0.001740672],"genre_scores_gemma":[0.9658037,0.01014481,0.002900956,0.00141922,0.001289152,0.01552644,0.0006946514,0.00002396517,0.002197051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100238,"threshold_uncertainty_score":0.03353298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127682518","doi":"10.1186/1754-9493-7-1","title":"Influence of compensation status on time off work after carpal tunnel release and rotator cuff surgery: a meta-analysis","year":2013,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Rotator cuff; Meta-analysis; Cochrane Library; Carpal tunnel syndrome; CINAHL; Carpal tunnel release; Surgery; Workers' compensation; MEDLINE; Carpal tunnel; Compensation (psychology); Physical therapy; Cuff; Internal medicine; Nursing; Psychological intervention","authors":[{"name":"Vinícius Ynoe de Moraes","is_ca":false},{"name":"Katelyn Godin","is_ca":true},{"name":"João Baptista Gomes dos Santos","is_ca":false},{"name":"Flávio Faloppa","is_ca":false},{"name":"Mohit Bhandari","is_ca":true},{"name":"João Carlos Belloti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02041482710905388,"gpt":0.240520820177578,"spread":0.2201059930685242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01735548,0.00253515,0.0149741,0.005779621,0.000812593,0.004717669,0.002286834,0.002879479,0.003815777],"category_scores_gemma":[0.04070384,0.001433029,0.06080107,0.006395768,0.0007561345,0.001943628,0.001765965,0.002392375,0.0003191713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127916,"about_ca_system_score_gemma":0.002604873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006760786,"about_ca_topic_score_gemma":0.009589518,"domain_scores_codex":[0.9892225,0.004789606,0.003139633,0.001298336,0.001164175,0.0003857269],"domain_scores_gemma":[0.9625961,0.02830222,0.005741792,0.001170227,0.001706039,0.0004837585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003999087,0.0000491351,0.01375515,0.1208188,0.8542169,0.0001387894,0.00008433779,0.0005454842,0.0001287546,0.00008200019,0.0002926404,0.005888951],"study_design_scores_gemma":[0.0004272372,0.0002541443,0.007618565,0.007381371,0.9832275,0.00008406701,0.00004457958,0.0001828015,0.00006446023,0.0001055387,0.0005901237,0.00001968941],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0208374,0.9765078,0.0007489608,0.0002608337,0.0002360159,0.0002630272,0.0006905862,0.00002715087,0.0004281324],"genre_scores_gemma":[0.5360538,0.4556175,0.002905,0.001015664,0.000425857,0.001640538,0.001476708,0.00005419113,0.000810716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01735548,"threshold_uncertainty_score":0.09178567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981524243","doi":"10.1186/s13037-019-0212-6","title":"Prevalence and root causes of surgical site infection among women undergoing caesarean section in Ethiopia: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Patient Safety in Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"College of Nursing, University of Saskatchewan; Debre Markos University","keywords":"Medicine; Caesarean section; Chorioamnionitis; Obstetrics; Meta-analysis; Meconium; Surgical site infection; Pregnancy; Complication; Surgery; Gestation; Fetus; Internal medicine","authors":[{"name":"Fentahun Adane","is_ca":false},{"name":"Abay Mulu","is_ca":false},{"name":"Girma Seyoum","is_ca":false},{"name":"Alemu Gebrie","is_ca":false},{"name":"Akilog Lake","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06094740964468437,"gpt":0.3290669057422528,"spread":0.2681194960975685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008624435,0.001814332,0.01020171,0.006676349,0.000618888,0.00263953,0.001515251,0.001564693,0.002242767],"category_scores_gemma":[0.02154284,0.00121671,0.02638532,0.006208249,0.0004867599,0.001279083,0.001128909,0.001258359,0.000147852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864523,"about_ca_system_score_gemma":0.00401747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006247387,"about_ca_topic_score_gemma":0.01419982,"domain_scores_codex":[0.994737,0.001951976,0.001781947,0.0006033047,0.0006905612,0.0002352532],"domain_scores_gemma":[0.9850214,0.01077033,0.002506613,0.0003435567,0.001179973,0.0001779827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001353135,0.00004822624,0.0196957,0.5645021,0.3939873,0.0003060866,0.0001828252,0.0006074643,0.0003277042,0.000155981,0.0007393767,0.01809399],"study_design_scores_gemma":[0.0003462269,0.0002765766,0.01790094,0.06644312,0.9113052,0.0003805685,0.0001499994,0.000276152,0.0002290407,0.0002194797,0.002433646,0.00003905817],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008887392,0.9895163,0.0002949415,0.0001695686,0.00008301737,0.0001763909,0.0006245441,0.00001121122,0.0002365881],"genre_scores_gemma":[0.1765598,0.8195259,0.0016264,0.0005278343,0.0001332296,0.0006374173,0.0007663085,0.00001282765,0.0002102956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01020171,"threshold_uncertainty_score":0.0456109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972781349","doi":"10.1186/1754-9493-3-2","title":"Grade II whiplash injuries to the neck: what is the benefit for patients treated by different physical therapy modalities?","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universität Ulm","keywords":"Medicine; Whiplash; Physical therapy; Range of motion; Manual therapy; Whiplash injury; Neck pain; Surgery; Poison control; Emergency medicine","authors":[{"name":"Christoph Dehner","is_ca":false},{"name":"Martin Elbel","is_ca":false},{"name":"Philipp Ströbel","is_ca":false},{"name":"Matthias Scheich","is_ca":false},{"name":"Florian Schneider","is_ca":false},{"name":"Gert Krischak","is_ca":false},{"name":"Michael D. Kramer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265705500455872,"gpt":0.2645771283754501,"spread":0.2519200733708913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006991016,0.0002841634,0.0009403971,0.0003324153,0.0003976363,0.0004589895,0.0002548907,0.0009065407,0.003049239],"category_scores_gemma":[0.002489866,0.00008164971,0.0006880423,0.0003405336,0.0003368961,0.000297405,0.0002179517,0.0003617849,0.000235252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921982,"about_ca_system_score_gemma":0.0007014688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004024974,"about_ca_topic_score_gemma":0.01194281,"domain_scores_codex":[0.9996418,0.0001411242,0.00002837655,0.00002692619,0.00007651445,0.00008530913],"domain_scores_gemma":[0.9990494,0.0003117306,0.0002285967,0.0000142902,0.00006741087,0.000328657],"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":[0.1263625,0.00822515,0.393526,0.003309493,0.00208104,0.0004907521,0.0004946733,0.0009699014,0.004138418,0.0003293147,0.003340365,0.4567324],"study_design_scores_gemma":[0.01617048,0.1081544,0.8659143,0.001190043,0.001746602,0.0006587832,0.001133343,0.0008201966,0.0005583236,0.0003751762,0.003224341,0.00005406889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825991,0.01456183,0.0001480058,0.001156839,0.00008360996,0.0001556122,0.0001853716,0.000006302216,0.001103266],"genre_scores_gemma":[0.9953486,0.003338574,0.0002429378,0.000375766,0.0001626309,0.0001131357,0.000179955,0.000001005439,0.0002373371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004024974,"threshold_uncertainty_score":0.01020068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965850870","doi":"10.1186/1754-9493-3-1","title":"A system analysis of a suboptimal surgical experience","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":24,"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":"Process (computing); Medicine; Flow chart; Chart; Patient safety; Medical emergency; System dynamics; Health care; Operations management; Surgery; Computer science; Risk analysis (engineering); Engineering; Artificial intelligence","authors":[{"name":"Robert C. Lee","is_ca":false},{"name":"David L. Cooke","is_ca":true},{"name":"Michael Richards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05759185221909887,"gpt":0.3991608359031862,"spread":0.3415689836840874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002693937,0.0004728673,0.0003016217,0.002150994,0.001136409,0.002211249,0.0007443363,0.0006732416,0.004951638],"category_scores_gemma":[0.01005834,0.0002475572,0.0007077503,0.001315011,0.001406741,0.001712554,0.00190793,0.0005714791,0.000272293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376396,"about_ca_system_score_gemma":0.002785233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009844569,"about_ca_topic_score_gemma":0.005539001,"domain_scores_codex":[0.997654,0.001084055,0.0001626669,0.000322452,0.000540384,0.0002363421],"domain_scores_gemma":[0.9933153,0.004231856,0.0007524472,0.0005137516,0.0008968571,0.0002898235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005912224,0.0003869113,0.2875978,0.0009390627,0.0003169047,0.00824528,0.04454391,0.3853719,0.0056081,0.1524455,0.007262753,0.1066908],"study_design_scores_gemma":[0.0001044445,0.0006481649,0.05432116,0.0003796027,0.000224946,0.0027023,0.02168321,0.8007736,0.005280007,0.07165035,0.04207614,0.0001559849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899404,0.0002321245,0.1834112,0.001390182,0.00003859699,0.0004877993,0.0008822742,0.000750191,0.02286723],"genre_scores_gemma":[0.9716321,0.00008465055,0.02693291,0.00003378279,0.000005440076,0.0001122596,0.0002850395,0.00002796587,0.0008858954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009844569,"threshold_uncertainty_score":0.02730954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3150989452","doi":"10.1186/1754-9493-3-10","title":"Safety and effectiveness of bariatric surgery: Roux-en-Y gastric bypass is superior to gastric banding in the management of morbidly obese patients","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Bariatric Surgery and Outcomes","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":"University of Toronto; Humber River Regional Hospital","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Gastric banding; Morbidly obese; Gastric bypass; Laparoscopic adjustable gastric banding; Surgery; Morbid obesity; Laparoscopy; Adjustable gastric band; Management of obesity; Gastric bypass surgery; Weight loss; General surgery; Obesity; Internal medicine","authors":[{"name":"Ulrich Güller","is_ca":true},{"name":"Lazar V Klein","is_ca":true},{"name":"John Hagen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01243583344854969,"gpt":0.2469099251327217,"spread":0.234474091684172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005781721,0.0002150823,0.001016609,0.000683182,0.000232001,0.0009219557,0.0002267842,0.0008242025,0.003984834],"category_scores_gemma":[0.0232033,0.0001002841,0.001178727,0.0007064251,0.0004223526,0.000786479,0.0003619675,0.0007668933,0.0002466979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121517,"about_ca_system_score_gemma":0.000991719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003212543,"about_ca_topic_score_gemma":0.0006138009,"domain_scores_codex":[0.9962165,0.002142175,0.0006371696,0.0002192852,0.0006895286,0.00009541219],"domain_scores_gemma":[0.9826927,0.008862277,0.006367717,0.0002896743,0.0009768722,0.0008107299],"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":[0.06762072,0.0008194933,0.2807115,0.01152363,0.007539985,0.0007596854,0.0003829092,0.001470779,0.002924929,0.002365491,0.003949845,0.6199311],"study_design_scores_gemma":[0.01040363,0.05651895,0.8582747,0.007741312,0.0176723,0.005947839,0.001443212,0.004128729,0.003403269,0.006807195,0.02750712,0.000151723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5485742,0.4170629,0.001411884,0.01952765,0.001231004,0.0001353854,0.0007366892,0.0000285098,0.01129184],"genre_scores_gemma":[0.9721984,0.02311763,0.0009012263,0.001609644,0.001529671,0.00002923543,0.0003087745,0.000006917728,0.0002985337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005781721,"threshold_uncertainty_score":0.03057706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134150674","doi":"10.1186/1754-9493-5-23","title":"Challenges and barriers to improving care of the musculoskeletal patient of the future - a debate article and global perspective","year":2011,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Musculoskeletal Disorders and Rehabilitation","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":"Queen's University","funders":"","keywords":"Medicine; Orthopedic surgery; Polytrauma; Orthopedic trauma; Health care; Presentation (obstetrics); Perspective (graphical); Surgery; Political science; Law","authors":[{"name":"H. Fayaz","is_ca":false},{"name":"Jesse B. Jupiter","is_ca":false},{"name":"Hans‐Christoph Pape","is_ca":false},{"name":"Richard M. Smith","is_ca":false},{"name":"Peter V. Giannoudis","is_ca":false},{"name":"Christopher G. Moran","is_ca":true},{"name":"Christian Krettek","is_ca":false},{"name":"K.-J. Prommersberger","is_ca":false},{"name":"Michael J. Raschke","is_ca":false},{"name":"Javad Parvizi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025398903640143,"gpt":0.2391275219479306,"spread":0.2288735329115292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01408426,0.0007391537,0.0009252884,0.00183904,0.006941537,0.01573263,0.002030125,0.01800589,0.009235539],"category_scores_gemma":[0.01964253,0.0004255638,0.0008290602,0.002628733,0.01186416,0.01894463,0.01053076,0.01998399,0.001584358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006229263,"about_ca_system_score_gemma":0.01553251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175121,"about_ca_topic_score_gemma":0.00445533,"domain_scores_codex":[0.9895655,0.005299715,0.0009324274,0.000784439,0.001654307,0.001763653],"domain_scores_gemma":[0.9745909,0.01358208,0.002023817,0.0004573991,0.003954583,0.005391227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000115654,0.0002353127,0.005208953,0.005480876,0.0000632431,0.002060232,0.04756554,0.0006266952,0.0007388261,0.1426044,0.5981049,0.1971954],"study_design_scores_gemma":[0.00002261008,0.000149185,0.003074791,0.009039554,0.0000387505,0.002485352,0.1286148,0.0002738333,0.000179895,0.03965908,0.8163649,0.00009734259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001562393,0.04573355,0.0002411809,0.9389012,0.009505847,0.000006084151,0.00002287074,0.00001212034,0.004014751],"genre_scores_gemma":[0.1294552,0.2512983,0.002760223,0.5613312,0.04783881,0.0000931592,0.0001308763,0.00009735387,0.006994875],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01800589,"threshold_uncertainty_score":0.0744856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123359821","doi":"10.1186/1754-9493-3-5","title":"Deceleration during 'real life' motor vehicle collisions – a sensitive predictor for the risk of sustaining a cervical spine injury?","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universität Ulm","keywords":"Whiplash; Medicine; Cervical spine; Neck pain; Poison control; Injury prevention; Predictive value; Surgery; Physical medicine and rehabilitation; Emergency medicine; Internal medicine","authors":[{"name":"Martin Elbel","is_ca":false},{"name":"Michael D. Kramer","is_ca":false},{"name":"Markus Huber‐Lang","is_ca":false},{"name":"Erich Hartwig","is_ca":false},{"name":"Christoph Dehner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01644798104806423,"gpt":0.2639267825079212,"spread":0.247478801459857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000518577,0.0002502545,0.0002333264,0.0007809871,0.0002835488,0.0005079694,0.0004620631,0.0007194302,0.002099447],"category_scores_gemma":[0.004891785,0.0002122892,0.0002677599,0.0005588181,0.0004329341,0.0002902483,0.0002658399,0.0003194852,0.0002944615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085401,"about_ca_system_score_gemma":0.0004091872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221059,"about_ca_topic_score_gemma":0.01045763,"domain_scores_codex":[0.9997203,0.00006045374,0.00003659432,0.00004533471,0.00007596684,0.00006140106],"domain_scores_gemma":[0.9969543,0.0008531464,0.001371056,0.00013328,0.0003363974,0.0003517392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004857859,0.000007840837,0.9991313,0.000004482853,0.00000736889,0.00006060666,0.00002078825,0.00002335746,0.00008494797,0.000003539107,0.00002053115,0.0005866638],"study_design_scores_gemma":[0.00000102184,0.00003166169,0.9994547,0.000003528654,0.000004127449,0.000280302,0.0000458198,0.0001087293,0.00002545671,0.000007090029,0.00003603816,0.000001488821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992046,0.0003006487,0.0000631459,0.00003597465,0.000005026426,0.000003543281,0.00008413687,0.00000310427,0.0002998956],"genre_scores_gemma":[0.9997268,0.00006503627,0.00004509672,0.000008556985,0.000007640207,0.000001869269,0.0001038504,7.273346e-7,0.00004041399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221059,"threshold_uncertainty_score":0.024279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095923436","doi":"10.1186/1754-9493-3-20","title":"Safety and effectiveness of bariatric surgery: Roux-en-y gastric bypass is superior to gastric banding in the management of morbidly obese patients: a reply to the response by Bhoyrul et al","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Bariatric Surgery and Outcomes","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":"Humber River Regional Hospital; University of Toronto","funders":"","keywords":"Medicine; Morbidly obese; Gastric banding; Gastric bypass; Roux-en-Y anastomosis; Surgery; Randomized controlled trial; Laparoscopic adjustable gastric banding; Gastric bypass surgery; Weight loss; Obesity; General surgery; Internal medicine","authors":[{"name":"Ulrich Güller","is_ca":true},{"name":"Lazar V Klein","is_ca":true},{"name":"John Hagen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01107799151595056,"gpt":0.2587170975576593,"spread":0.2476391060417087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01217176,0.0006986964,0.001963105,0.0008407135,0.002163709,0.00258551,0.002769858,0.03897028,0.004961972],"category_scores_gemma":[0.09600871,0.000587101,0.001466968,0.001438611,0.00245608,0.002917715,0.001041324,0.03239515,0.00358505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974604,"about_ca_system_score_gemma":0.002991378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421311,"about_ca_topic_score_gemma":0.002095608,"domain_scores_codex":[0.9893552,0.004808578,0.002625285,0.0009378096,0.001661139,0.0006119618],"domain_scores_gemma":[0.9126309,0.05740914,0.007337948,0.001322378,0.01836504,0.00293465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007073251,0.00007654793,0.002164474,0.0006086644,0.0001610564,0.001328303,0.0004141308,0.0001236156,0.0004410443,0.001135823,0.9778072,0.0150317],"study_design_scores_gemma":[0.001483304,0.001214,0.0179334,0.00330152,0.00106236,0.009381896,0.003217525,0.002433403,0.003647841,0.0135054,0.942221,0.0005982981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00086269,0.001545835,0.00009277304,0.979875,0.01713805,0.000009297866,0.00006509967,0.00001807328,0.0003931702],"genre_scores_gemma":[0.01076672,0.001420796,0.0002836414,0.944231,0.04196522,0.00004033558,0.00005009863,0.0000210226,0.001221096],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03897028,"threshold_uncertainty_score":0.06437117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804035664","doi":"10.1186/s13037-018-0150-8","title":"Quality of life after antegrade intramedullary nail fixation of humeral fractures: a survey in a selected cohort of Brazilian patients","year":2018,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Intramedullary rod; Osteosynthesis; Surgery; Rotator cuff; Orthopedic surgery; Traumatology; Retrospective cohort study; Humerus; Cohort; Internal medicine","authors":[{"name":"Luiz Fernando Cocco","is_ca":false},{"name":"Benno Ejnisman","is_ca":false},{"name":"Paulo Santoro Belangero","is_ca":false},{"name":"Moisés Cohen","is_ca":false},{"name":"Fernando Baldy dos Reis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02595466296335225,"gpt":0.3140275812167464,"spread":0.2880729182533942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006431153,0.0002172101,0.0003963135,0.001074116,0.0004598603,0.0005249305,0.0002359166,0.0004037237,0.001045002],"category_scores_gemma":[0.002455932,0.0002276177,0.0004867658,0.001113718,0.0003421201,0.0003388134,0.0004434659,0.0003337166,0.0001464285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298725,"about_ca_system_score_gemma":0.0004685868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008966855,"about_ca_topic_score_gemma":0.01116797,"domain_scores_codex":[0.9996141,0.00007435609,0.00006247233,0.00006041649,0.0001078431,0.0000807793],"domain_scores_gemma":[0.9991044,0.000117304,0.0004799461,0.00003766409,0.0001429762,0.0001176318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003177384,0.00004946723,0.9972827,0.00003891625,0.00002306767,0.0000770549,0.0003962156,0.00001419293,0.0001162906,0.00001237592,0.00007089241,0.001887024],"study_design_scores_gemma":[0.000004458816,0.0001547476,0.9981058,0.0000281614,0.0000192363,0.0002995469,0.0009832185,0.00004051101,0.00002508638,0.00001309478,0.000322264,0.000004026936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998605,0.0004736228,0.00003845022,0.00008522609,0.000004501625,0.00001720338,0.0002920025,0.000001432976,0.000482588],"genre_scores_gemma":[0.9990284,0.000488084,0.00005204377,0.00004710532,0.000006154643,0.00002464277,0.0002521242,9.169356e-7,0.0001005227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008966855,"threshold_uncertainty_score":0.01782936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390837175","doi":"10.1186/s13037-023-00386-5","title":"Patient knowledge of surgical informed consent and shared decision-making process among surgical patients in Ethiopia: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Patient Safety in Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Informed consent; Medicine; Family medicine; MEDLINE; Cochrane Library; Safeguarding; Patient satisfaction; Meta-analysis; Alternative medicine; Nursing; Internal medicine","authors":[{"name":"Mengistu Mera Mihiretu","is_ca":false},{"name":"Ermias Bekele","is_ca":false},{"name":"Kokeb Ayele","is_ca":false},{"name":"Lakew Asmare","is_ca":false},{"name":"Fekade Demeke Bayou","is_ca":false},{"name":"Mastewal Arefaynie","is_ca":false},{"name":"Yawkal Tsega","is_ca":false},{"name":"Abel Endawkie","is_ca":false},{"name":"Shimels Derso Kebede","is_ca":false},{"name":"Natnael Kebede","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2646573482976007,"gpt":0.4850136301676506,"spread":0.2203562818700499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0194375,0.001639961,0.01156262,0.006462789,0.0007376426,0.003503335,0.001995387,0.002124883,0.003127858],"category_scores_gemma":[0.05570393,0.001052128,0.02124166,0.006289521,0.0008213886,0.002527916,0.001451459,0.001612221,0.0001550687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018396,"about_ca_system_score_gemma":0.006683294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005180153,"about_ca_topic_score_gemma":0.01154285,"domain_scores_codex":[0.9841332,0.007923502,0.004798979,0.001125849,0.00160274,0.0004155622],"domain_scores_gemma":[0.9405832,0.04760734,0.007774819,0.0009297397,0.00268229,0.0004225604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002291711,0.0001034846,0.01065445,0.7200102,0.2406597,0.0001743725,0.0003956575,0.0003192882,0.0001046947,0.0002266577,0.0005446011,0.02451522],"study_design_scores_gemma":[0.0009234314,0.0006027392,0.01653907,0.1861418,0.7910522,0.0003075481,0.0004173428,0.0002661665,0.0002240499,0.0003826666,0.003077979,0.0000650286],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01074456,0.9875236,0.0003008212,0.00022928,0.00008205976,0.000391124,0.0004173511,0.000007229711,0.0003040124],"genre_scores_gemma":[0.2306267,0.7641915,0.001912128,0.0008169631,0.000160334,0.001451509,0.0006379318,0.00001206125,0.0001908984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0194375,"threshold_uncertainty_score":0.1027966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993307808","doi":"10.1186/s13037-019-0219-z","title":"Standardization of early drain removal following pancreatic resection: proposal of the “Ottawa pancreatic drain algorithm”","year":2019,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pancreatic fistula; Surgery; Pancreaticoduodenectomy; Retrospective cohort study; Pancreatectomy; Incidence (geometry); Subgroup analysis; Statistical significance; Pancreas; Resection; Algorithm; Internal medicine; Confidence interval","authors":[{"name":"Heather Smith","is_ca":true},{"name":"Fady Balaa","is_ca":true},{"name":"Guillaume Martel","is_ca":true},{"name":"Jad Abou Khalil","is_ca":true},{"name":"Kimberly A. Bertens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01519356283407392,"gpt":0.2852070056232829,"spread":0.270013442789209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02597235,0.0009534977,0.001182757,0.0045336,0.001202743,0.004255825,0.003410822,0.000901912,0.0007746026],"category_scores_gemma":[0.04222691,0.0005112024,0.001640235,0.002560236,0.00194196,0.002603107,0.003768723,0.002526789,0.000324473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007570729,"about_ca_system_score_gemma":0.0284605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711868,"about_ca_topic_score_gemma":0.03682183,"domain_scores_codex":[0.9755324,0.0116457,0.006228176,0.001565367,0.004071476,0.0009568667],"domain_scores_gemma":[0.9647119,0.006820451,0.007221272,0.001969374,0.01643852,0.002838531],"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":[0.002174936,0.0008679042,0.4636749,0.002593576,0.0009519422,0.0004266449,0.001800909,0.01520618,0.001961713,0.01935593,0.03502535,0.45596],"study_design_scores_gemma":[0.001929042,0.006714274,0.637128,0.00798555,0.00240253,0.002572281,0.006440157,0.1136005,0.01214845,0.0362387,0.1717469,0.001093554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3826293,0.02138636,0.4790465,0.06107751,0.005268315,0.01262727,0.003889019,0.00256962,0.0315061],"genre_scores_gemma":[0.539413,0.004661139,0.4444002,0.003137795,0.000463879,0.003825984,0.002464711,0.0001784532,0.001454876],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02711868,"threshold_uncertainty_score":0.1373566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119032047","doi":"10.1186/1754-9493-3-16","title":"Critical appraisal of meta-analyses: an introductory guide for the practicing surgeon","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","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 Toronto; University Health Network","funders":"","keywords":"Medicine; Critical appraisal; Surgery; Meta-analysis; MEDLINE; General surgery; Medical education; Alternative medicine; Pathology","authors":[{"name":"Nathan Lawrentschuk","is_ca":true},{"name":"Jonathan McCall","is_ca":true},{"name":"Ulrich Güller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7763150103717589,"gpt":0.5851941205415826,"spread":0.1911208898301763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05470241,0.004402574,0.004240423,0.01144575,0.001297153,0.004243499,0.005573425,0.005560644,0.01734139],"category_scores_gemma":[0.1765578,0.003109874,0.002991375,0.005833055,0.003906519,0.006159588,0.003747962,0.01398518,0.01639151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224448,"about_ca_system_score_gemma":0.008142762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157181,"about_ca_topic_score_gemma":0.00438284,"domain_scores_codex":[0.9689996,0.01986063,0.006014331,0.0007918033,0.004078897,0.0002547331],"domain_scores_gemma":[0.7579391,0.190723,0.008264688,0.00573054,0.03399566,0.003346951],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001851465,0.0002218443,0.0003468331,0.006824214,0.0002637045,0.0007149212,0.00147398,0.001922492,0.00149548,0.007395603,0.7828617,0.1962942],"study_design_scores_gemma":[0.0003989538,0.0003205267,0.001620841,0.0107245,0.0001991581,0.002613878,0.00134721,0.005973822,0.0008223603,0.1057833,0.8699307,0.0002646973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00123674,0.1104663,0.6631569,0.1635094,0.02226656,0.01081679,0.004918796,0.007410346,0.01621813],"genre_scores_gemma":[0.002699138,0.04038131,0.9095591,0.02165082,0.0091476,0.009651969,0.000946129,0.0007924954,0.005171424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9452976,"threshold_uncertainty_score":0.2892975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391754946","doi":"10.1186/s13037-023-00387-4","title":"The impact of mental state altering medications on preventable falls after total hip or total knee arthroplasty: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Patient Safety in Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Arthroplasty; MEDLINE; Cohort study; Randomized controlled trial; Physical therapy; Surgery; Internal medicine","authors":[{"name":"Elsbeth J. Wesselink","is_ca":false},{"name":"Marinus van der Vegt","is_ca":false},{"name":"Sharon Remmelzwaal","is_ca":false},{"name":"Sebastiaan M. Bossers","is_ca":false},{"name":"Eric J. F. Franssen","is_ca":false},{"name":"Eleonora L. Swart","is_ca":false},{"name":"Christa Boer","is_ca":false},{"name":"Marcel A. de Leeuw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04856403576533157,"gpt":0.3461008402966272,"spread":0.2975368045312956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01292771,0.002524226,0.01841631,0.007706514,0.0008061358,0.002949728,0.00219284,0.002390777,0.002845851],"category_scores_gemma":[0.03378084,0.001482355,0.03952991,0.008112843,0.0007650192,0.001784449,0.001655177,0.001652277,0.0002253998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085066,"about_ca_system_score_gemma":0.005510202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049371,"about_ca_topic_score_gemma":0.0222239,"domain_scores_codex":[0.9904639,0.004198409,0.002913711,0.0008202071,0.001286758,0.000317056],"domain_scores_gemma":[0.9779711,0.01653288,0.003248792,0.0004669484,0.00155039,0.0002297352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001294497,0.00002812088,0.003833329,0.5388251,0.4419143,0.0001437593,0.00009639824,0.0004280223,0.0001305185,0.0001105106,0.000470165,0.01272531],"study_design_scores_gemma":[0.0003686098,0.0002031875,0.003795896,0.04487421,0.9488499,0.0001151762,0.00005217233,0.0001555083,0.00008666971,0.0001309519,0.001344977,0.00002270824],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003055118,0.9958304,0.0002424139,0.000110587,0.00009245035,0.0002184814,0.000273451,0.00001089354,0.0001663491],"genre_scores_gemma":[0.09234062,0.904011,0.001333985,0.0005169266,0.0001814336,0.0009295366,0.0004756065,0.00001167257,0.0001992816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01841631,"threshold_uncertainty_score":0.06836909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409319873","doi":"10.1186/s13037-025-00432-4","title":"Wrong-site, wrong-procedure, and retained foreign object events in out-of-hospital settings: analysis of closed medico-legal complaints in Canada (2012–2021)","year":2025,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Medical Protective Association; University of Toronto; University of Ottawa; CARE Canada; Queen's University","funders":"","keywords":"Medicine; Surgery; General surgery","authors":[{"name":"Omar Hajjaj","is_ca":true},{"name":"Joanna Zaslow","is_ca":true},{"name":"Reem El Sherif","is_ca":true},{"name":"Diane L Héroux","is_ca":true},{"name":"Richard Mimeault","is_ca":true},{"name":"Jacqueline H. Fortier","is_ca":true},{"name":"Gary Garber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009265508633318213,"gpt":0.2420485118316584,"spread":0.2327830031983402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004047939,0.0003527902,0.0005204875,0.007655181,0.003369716,0.00271441,0.001921164,0.000723708,0.001420682],"category_scores_gemma":[0.02265913,0.0005106148,0.0006993738,0.01184099,0.002248014,0.001178915,0.003195106,0.001028468,0.0001353517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04233239,"about_ca_system_score_gemma":0.07164341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9363474,"about_ca_topic_score_gemma":0.9508452,"domain_scores_codex":[0.9949318,0.0004639861,0.0007946115,0.0004166477,0.002190666,0.001202322],"domain_scores_gemma":[0.9670648,0.00458687,0.01173565,0.0004422438,0.01346382,0.002706576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009840634,0.00005313071,0.9359085,0.001284442,0.00005527829,0.0007309163,0.04855252,0.00007828357,0.0002466926,0.0002082593,0.00210857,0.01067502],"study_design_scores_gemma":[0.000002673595,0.00002447894,0.9318743,0.0004256305,0.00001956894,0.0002235309,0.06486925,0.0001215604,0.00009232195,0.00001850128,0.002304203,0.00002406411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897669,0.00138207,0.0001530735,0.0006255604,0.00002389331,0.0003746272,0.005810531,0.00001246458,0.001850814],"genre_scores_gemma":[0.9943505,0.002079239,0.0004283662,0.0003746931,0.00001666786,0.0002238223,0.002088248,0.00001299152,0.0004254579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06365263,"threshold_uncertainty_score":0.3071444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410031265","doi":"10.1186/s13037-025-00437-z","title":"Patient perspectives on surgical handover quality: a mixed-methods survey","year":2025,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Stephen's University","funders":"Royal College of Surgeons in Ireland","keywords":"Medicine; Handover; Thematic analysis; Patient safety; McNemar's test; Teamwork; Nursing; Patient satisfaction; Test (biology); Family medicine; Health care; Qualitative research","authors":[{"name":"Jessica Ryan","is_ca":false},{"name":"Philip B. Tomlinson","is_ca":false},{"name":"Anastasija Simiceva","is_ca":true},{"name":"Dara O. Kavanagh","is_ca":true},{"name":"Walter Eppich","is_ca":false},{"name":"C Timon","is_ca":false},{"name":"Clothilde Dunleavy","is_ca":false},{"name":"Sandra Stewart","is_ca":true},{"name":"Annabella Stewart-Miller","is_ca":true},{"name":"Simon C. Roe","is_ca":false},{"name":"W. J. Murray","is_ca":false},{"name":"Deborah A. McNamara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03075376494369749,"gpt":0.3785855680926878,"spread":0.3478318031489903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01241338,0.0003170901,0.0006498654,0.001384437,0.001014861,0.00179564,0.0004433475,0.0009339881,0.001862129],"category_scores_gemma":[0.02044612,0.0004074047,0.0007106839,0.001495206,0.0005652404,0.001555437,0.001677579,0.0006979473,0.0004111393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099772,"about_ca_system_score_gemma":0.001184287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627878,"about_ca_topic_score_gemma":0.00189912,"domain_scores_codex":[0.9902613,0.006216082,0.001235676,0.000382714,0.001169755,0.0007345102],"domain_scores_gemma":[0.9832433,0.009424873,0.00345446,0.0004294322,0.002412173,0.001035694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004094343,0.0007747759,0.885592,0.0005793423,0.0001365745,0.0004276164,0.07560597,0.0001739718,0.0009122455,0.0001255999,0.001045846,0.03421657],"study_design_scores_gemma":[0.0001089224,0.003897567,0.7691484,0.0004352868,0.000107541,0.001127044,0.217814,0.001351673,0.0008382914,0.0001490292,0.004915652,0.0001065466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982622,0.0001170505,0.0003352332,0.0002616308,0.000006722533,0.0001263504,0.0003074553,0.000005993772,0.0005773559],"genre_scores_gemma":[0.9979112,0.0003195877,0.000645231,0.0003270358,0.00001261558,0.0003394473,0.0002195979,0.00000453227,0.0002207995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241338,"threshold_uncertainty_score":0.06564903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017620700","doi":"10.1186/s13037-020-00239-5","title":"Improving the treatment of pre-operative anemia in hepato-pancreato-biliary patients: a quality improvement initiative","year":2020,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; London Health Sciences Centre","funders":"","keywords":"Medicine; Surgery; Anemia; Internal medicine","authors":[{"name":"Terry Zwiep","is_ca":true},{"name":"Richard W. D. Gilbert","is_ca":true},{"name":"Husein Moloo","is_ca":true},{"name":"Donna Touchie","is_ca":true},{"name":"Guillaume Martel","is_ca":true},{"name":"Tom Wallace","is_ca":true},{"name":"Kimberly A. Bertens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03147159915932302,"gpt":0.2784663963907605,"spread":0.2469947972314375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009706533,0.0002992113,0.0002165044,0.0005485362,0.0005996628,0.001135995,0.0007673179,0.0004272399,0.001681212],"category_scores_gemma":[0.01228795,0.0001461738,0.0005244311,0.0007720338,0.0004977242,0.0005315563,0.001712192,0.0009212761,0.0001310263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940507,"about_ca_system_score_gemma":0.009167743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004332925,"about_ca_topic_score_gemma":0.004877912,"domain_scores_codex":[0.9952558,0.002959572,0.0003433538,0.0001894748,0.000853305,0.0003985425],"domain_scores_gemma":[0.9856693,0.002798641,0.00395409,0.0005603713,0.002053536,0.004964065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002118715,0.01396832,0.5759276,0.001640403,0.0002914189,0.0001874955,0.001724936,0.001965749,0.002173525,0.0005417804,0.007255537,0.3922044],"study_design_scores_gemma":[0.001950753,0.01548913,0.9693057,0.0006785432,0.0002453263,0.0002514458,0.002269987,0.002686652,0.001446499,0.0003002661,0.005344444,0.00003128639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808791,0.002503159,0.002996822,0.008093236,0.0001216691,0.001306875,0.0003330791,0.0001222068,0.003643785],"genre_scores_gemma":[0.9840822,0.001649023,0.01143519,0.001098097,0.00009336154,0.0006010937,0.0005068785,0.000009029802,0.0005250528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009706533,"threshold_uncertainty_score":0.05133361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120895779","doi":"10.1186/s13037-020-00280-4","title":"Improving the safety of nasogastric tube insertion by the “SORT maneuver” during the novel coronavirus pandemic (COVID-19)","year":2021,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Medicine; Tube (container); Virology; Internal medicine; Engineering; Mechanical engineering","authors":[{"name":"Mahdi Najafi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05389210367584051,"gpt":0.3009656242554291,"spread":0.2470735205795885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004958787,0.0003708135,0.0003233073,0.0003662609,0.001166714,0.001098802,0.0007494214,0.001328509,0.00288635],"category_scores_gemma":[0.03338108,0.0001630354,0.0005987906,0.000208584,0.0009635772,0.001491279,0.002067384,0.001865974,0.0009381343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007064167,"about_ca_system_score_gemma":0.00508465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937874,"about_ca_topic_score_gemma":0.004178721,"domain_scores_codex":[0.996727,0.001480842,0.0002780797,0.0001754416,0.001025624,0.000313029],"domain_scores_gemma":[0.9896881,0.003326897,0.00324715,0.0007785715,0.001825538,0.001133844],"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":[0.0016385,0.001221392,0.1459456,0.0008447074,0.0001739414,0.0009742097,0.004829435,0.001953972,0.01037392,0.002898127,0.03870869,0.7904375],"study_design_scores_gemma":[0.0009750863,0.03412244,0.5850112,0.004525123,0.0007348681,0.01189971,0.02471911,0.01616103,0.04875496,0.0188263,0.2537361,0.0005341056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272571,0.004282541,0.0294654,0.08308198,0.004219938,0.0004566016,0.0003889706,0.001598896,0.0492486],"genre_scores_gemma":[0.9540804,0.002816723,0.02289942,0.01602372,0.001079973,0.0001570884,0.0002917462,0.0001352684,0.002515632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004958787,"threshold_uncertainty_score":0.02622491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203964436","doi":"10.1186/s13037-021-00300-x","title":"The safety of dental care for older adults during COVID-19 pandemic era","year":2021,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Virology; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","authors":[{"name":"Ramya Shenoy","is_ca":false},{"name":"Violet D’Souza","is_ca":true},{"name":"M Roma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02625240436425855,"gpt":0.3155143313750104,"spread":0.2892619270107519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005565278,0.0001801497,0.0003944039,0.001044755,0.002009869,0.002339071,0.0006490035,0.001509618,0.006757972],"category_scores_gemma":[0.04066281,0.0001784089,0.0006664597,0.001041951,0.0009203728,0.00156792,0.002632814,0.002625853,0.0006722164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003276653,"about_ca_system_score_gemma":0.01185799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03208751,"about_ca_topic_score_gemma":0.03668336,"domain_scores_codex":[0.9939553,0.002142003,0.0007476992,0.0003433987,0.001670913,0.001140678],"domain_scores_gemma":[0.969807,0.005163456,0.009194232,0.001039173,0.009568903,0.005227217],"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":[0.0005021484,0.0004726596,0.7214376,0.001262815,0.0001871266,0.001019858,0.01413074,0.0002458249,0.0009595742,0.00571454,0.05358357,0.2004835],"study_design_scores_gemma":[0.00004696737,0.0009576982,0.8540831,0.004120543,0.0001457029,0.001267855,0.04303086,0.0004628137,0.0005165215,0.003599433,0.09168548,0.00008290491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7609164,0.02277992,0.0009958365,0.144563,0.002252061,0.0002245904,0.003173702,0.00004948487,0.06504505],"genre_scores_gemma":[0.9750034,0.00999129,0.000880766,0.01000634,0.001003337,0.00007723008,0.000753089,0.00001478907,0.002269835],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03208751,"threshold_uncertainty_score":0.06380147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416811914","doi":"10.1186/s13037-025-00464-w","title":"Unintentionally retained surgical gauze presenting as chronic infected fistula to the surgical wound: a report of two cases","year":2025,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Hemostasis and retained surgical items","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":"McGill University","funders":"","keywords":"Gossypiboma; Laparotomy; Fistula; Foreign body; Enterocutaneous fistula; Foreign Bodies; Surgical wound","authors":[{"name":"Jacques Fadhili Bake","is_ca":false},{"name":"Justin Kambale Tsandiraki","is_ca":false},{"name":"Céline Kavira Malengera","is_ca":false},{"name":"Fabrice Gulimwentuga Cikomola","is_ca":false},{"name":"Zacharie Tsongo Kibendelwa","is_ca":false},{"name":"Dan Poenaru","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02484025401745679,"gpt":0.3215445835829396,"spread":0.2967043295654828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007480063,0.002991844,0.001312396,0.003505585,0.00343908,0.003788971,0.001672772,0.007234962,0.002030258],"category_scores_gemma":[0.00624204,0.002173893,0.001398082,0.002436496,0.002986845,0.002801943,0.002573726,0.003466605,0.0009485928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148976,"about_ca_system_score_gemma":0.0009838111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020659,"about_ca_topic_score_gemma":0.001664057,"domain_scores_codex":[0.9980949,0.0002372516,0.0003198603,0.0004039989,0.0002145856,0.0007294258],"domain_scores_gemma":[0.9965233,0.000677384,0.001113774,0.0004033483,0.0002034722,0.001078724],"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":[0.00004385502,0.0001263896,0.02016732,0.0000709223,0.00001977321,0.976347,0.0005807969,0.00005703045,0.0004301795,0.0001562306,0.0003162012,0.001684379],"study_design_scores_gemma":[0.000006501999,0.00005045447,0.003935662,0.00002825145,0.00000958728,0.9949076,0.0003747181,0.00007157832,0.0001432962,0.00008367228,0.0003742404,0.0000144811],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752328,0.01246205,0.004403003,0.001348311,0.0005661407,0.0002702108,0.0001566937,0.0001246206,0.005436182],"genre_scores_gemma":[0.9940993,0.002923286,0.001182146,0.0004334952,0.0006022505,0.00005107296,0.00009868682,0.00002574635,0.0005841085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007234962,"threshold_uncertainty_score":0.008336365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}