{"meta":{"query_hash":"fae2b0205c7a","filters":{"venue":"International Journal of Surgery Protocols"},"cohort_total":13,"direct_labels_cover":1,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fae2b0205c7a","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Surgery+Protocols"},"results":[{"id":"W2766554012","doi":"10.1016/j.isjp.2017.10.001","title":"Probiotics supplementation and length of hospital stay in neonates with gastrointestinal surgery","year":2017,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Microbiome; Parenteral nutrition; Bacterial translocation; Gut microbiome; Surgical stress; Short bowel syndrome; Gut flora; Intensive care medicine; Surgery; Bioinformatics; Immunology; Biology","score_opus":0.05181933027621183,"score_gpt":0.36107265307732395,"score_spread":0.3092533228011121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766554012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873117,0.00001180257,0.00014796655,0.006208732,0.00046178448,0.0057039917,0.00004301986,0.0000074322124,0.00010352266],"genre_scores_gemma":[0.99575394,0.000016452226,0.0033904861,0.00009574442,0.00021947984,0.00048735648,0.0000117926975,0.000014697522,0.000010021552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833506,0.000072054354,0.00081066246,0.00011456066,0.0004893535,0.00017828369],"domain_scores_gemma":[0.99712336,0.00043533748,0.0014991434,0.000114616865,0.0007549612,0.000072593226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010419701,0.00011466856,0.00033896812,0.00040314524,0.000077172976,0.00013693426,0.0001977794,0.000032105876,0.00005485956],"category_scores_gemma":[0.00042375285,0.000096623655,0.00008843685,0.000045690183,0.00013069021,0.00064816675,0.000030799776,0.00020029067,8.205102e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027322588,0.00035832525,0.9867235,0.00013103332,0.000033194447,0.00013757573,0.00020419981,0.000007614104,0.00052249077,0.00014286517,0.0013990417,0.0076079215],"study_design_scores_gemma":[0.0031104484,0.001267182,0.9679751,0.0062573133,0.000017271286,0.000894437,0.00038712457,0.000114651026,0.016120603,0.00088237616,0.0027226429,0.00025086198],"about_ca_topic_score_codex":0.000062835294,"about_ca_topic_score_gemma":0.000038164955,"teacher_disagreement_score":0.018748391,"about_ca_system_score_codex":0.00009426395,"about_ca_system_score_gemma":0.00016910234,"threshold_uncertainty_score":0.3940198},"labels":[],"label_agreement":null},{"id":"W2786704758","doi":"10.1016/j.isjp.2018.01.001","title":"Simultaneous resection of colorectal cancer with synchronous liver metastases (RESECT), a pilot study","year":2018,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; University of Toronto; Toronto General Hospital; Hamilton Health Sciences; Impact; Health Sciences Centre; Mount Sinai Hospital; Ontario Clinical Oncology Group; McMaster University","funders":"","keywords":"Medicine; Colorectal cancer; Resection; Randomized controlled trial; Complication; Surgery; Cohort; Retrospective cohort study; Quality of life (healthcare); Prospective cohort study; Population; General surgery; Cancer; Internal medicine","score_opus":0.12438381798490675,"score_gpt":0.3519700137164388,"score_spread":0.22758619573153208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786704758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859294,0.000103791004,0.00009916636,0.000117943426,0.00019236715,0.013374842,0.000022417755,0.0000125441375,0.00014747947],"genre_scores_gemma":[0.9939149,0.000021761023,0.0003569899,0.00003559522,0.0005376895,0.005047511,0.0000050834883,0.0000223045,0.00005816748],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99803114,0.00014612774,0.0006099024,0.00015928487,0.0008930842,0.0001604663],"domain_scores_gemma":[0.99659896,0.00047911442,0.00059992995,0.00011001469,0.0020982008,0.000113754664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006075717,0.00015695377,0.00046843462,0.00040452374,0.00004434973,0.000033247004,0.00014455362,0.000031925225,0.00057979114],"category_scores_gemma":[0.0002887808,0.000107275526,0.00014804625,0.00020966529,0.00012537533,0.0001813861,0.00003324731,0.00015988498,0.000008269534],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029213326,0.0036786143,0.94320405,0.00006609796,0.0020364765,0.003668356,0.0003520517,0.000016798467,0.008416251,0.0000040738823,0.00040393195,0.008939957],"study_design_scores_gemma":[0.017223004,0.15620965,0.34932384,0.004647133,0.0014624741,0.0062251124,0.00062302616,0.0020517034,0.45629343,0.0000474369,0.0052413926,0.0006517876],"about_ca_topic_score_codex":0.00027972792,"about_ca_topic_score_gemma":0.00017295263,"teacher_disagreement_score":0.59388024,"about_ca_system_score_codex":0.00019464553,"about_ca_system_score_gemma":0.00051128847,"threshold_uncertainty_score":0.63483065},"labels":[],"label_agreement":null},{"id":"W2978041857","doi":"10.1016/j.isjp.2019.09.001","title":"Does lateral lymph node dissection for low rectal cancer improve overall survival? Protocol for a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"International Journal of Surgery Protocols","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dissection (medical); Lymph node; Meta-analysis; Systematic review; Colorectal cancer; Protocol (science); MEDLINE; Surgery; Hazard ratio; General surgery; Cancer; Internal medicine; Confidence interval; Pathology; Alternative medicine","score_opus":0.20671928354258207,"score_gpt":0.4859891514420565,"score_spread":0.27926986789947444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978041857","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017284883,0.16611701,0.00020787267,0.00054725836,0.00036570066,0.83190924,0.0008188836,0.000017382781,0.000014909794],"genre_scores_gemma":[0.0000018253936,0.09610161,0.00028687748,0.00035838224,0.0003713026,0.901366,0.000057731253,0.00007912267,0.0013771238],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9948967,0.00031741895,0.002913249,0.00057585456,0.00096582156,0.00033096623],"domain_scores_gemma":[0.99224263,0.0018017611,0.0034276645,0.0003670799,0.0018958604,0.0002649802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019047095,0.0006554253,0.010215672,0.0008024386,0.00004585036,0.00016241285,0.00034942757,0.00022674644,0.0002985171],"category_scores_gemma":[0.00095743063,0.0003126748,0.007368303,0.00038454577,0.000028878892,0.00024931575,0.00008518486,0.00024719597,0.0000049577184],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013864388,0.00027342644,0.0001532402,0.8039372,0.18831156,0.000039686478,0.000009872933,0.0000022985678,0.0000013444351,0.000006519093,0.0002810837,0.005597326],"study_design_scores_gemma":[0.0021452764,0.00042310683,0.000041929005,0.31534395,0.5337443,0.00024038642,0.0000018857104,0.000015828917,0.000018496903,0.000042739368,0.14745946,0.00052264705],"about_ca_topic_score_codex":0.000025001242,"about_ca_topic_score_gemma":0.0000075441008,"teacher_disagreement_score":0.48859325,"about_ca_system_score_codex":0.00105685,"about_ca_system_score_gemma":0.0009561998,"threshold_uncertainty_score":0.9999325},"labels":[],"label_agreement":null},{"id":"W3011957638","doi":"10.1016/j.isjp.2020.03.002","title":"Characteristics, results, and reporting of contemporary surgical trials: A systematic review and analysis","year":2020,"lang":"en","type":"review","venue":"International Journal of Surgery Protocols","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; Ottawa Hospital","funders":"","keywords":"Categorical variable; Medicine; Randomized controlled trial; Protocol (science); Normality; Descriptive statistics; Quartile; Continuous variable; Sample size determination; Medical physics; Statistics; Surgery; Alternative medicine; Confidence interval; Mathematics; Internal medicine","score_opus":0.9122179476274483,"score_gpt":0.6378596023219139,"score_spread":0.2743583453055345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011957638","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000276769,0.9633893,0.00030931618,0.0005119496,0.00018709469,0.03505288,0.00035102072,0.000002490163,0.00019322423],"genre_scores_gemma":[0.00006239959,0.9938845,0.00036157243,0.00009677335,0.00027975527,0.004886822,0.000053640575,0.000022778415,0.00035178004],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.8105493,0.036629558,0.14376672,0.0010161189,0.007836917,0.00020137319],"domain_scores_gemma":[0.6478836,0.04456053,0.2999916,0.0015280689,0.005709032,0.00032713238],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.44806224,0.00062523125,0.0648157,0.0020521805,0.00004295712,0.0009502566,0.001835266,0.0002111596,0.00046599697],"category_scores_gemma":[0.5576158,0.00027660592,0.01375538,0.0018618882,0.00011008319,0.00036361974,0.00029699356,0.0005058998,0.00002751997],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098421806,0.0001058737,0.001633503,0.7557702,0.030416243,0.0013907027,0.000072791976,1.8711239e-7,1.1953385e-7,0.00009266053,0.015234777,0.1951845],"study_design_scores_gemma":[0.00016462932,0.00003129979,0.00006058117,0.34439063,0.020856043,0.0012542022,0.000018872926,0.00002324323,1.5289818e-7,0.00006421881,0.6329336,0.00020248865],"about_ca_topic_score_codex":0.000002988657,"about_ca_topic_score_gemma":2.814582e-7,"teacher_disagreement_score":0.61769885,"about_ca_system_score_codex":0.000063706786,"about_ca_system_score_gemma":0.00085054437,"threshold_uncertainty_score":0.9999686},"labels":[{"model":"gemma","categories":["metaresearch","metaepi_broad"],"domain":"reporting","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","metaepi_broad"],"domain":"reporting","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3154096910","doi":"10.29337/ijsp.138","title":"Evaluation of Safety and Efficacy of ReHub in Patients Who Underwent Primary Total Knee Arthroplasty: Study Protocol for a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Physical therapy; Telerehabilitation; Randomized controlled trial; Rehabilitation; Range of motion; Quality of life (healthcare); Arthroplasty; Informed consent; Osteoarthritis; Clinical trial; Patient satisfaction; Protocol (science); Surgery; Health care; Telemedicine","score_opus":0.05200117148543152,"score_gpt":0.38205909446053093,"score_spread":0.3300579229750994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154096910","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.459909,0.0000060127472,0.00008924305,0.00015776079,0.00021468673,0.5395337,0.0000072779,0.000002943258,0.00007944342],"genre_scores_gemma":[0.38422483,0.0000013475216,0.00026715774,0.000028729835,0.00014203448,0.6152445,0.000006440521,0.000018433442,0.00006654919],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99306923,0.001240512,0.0030084716,0.00020928516,0.0023173143,0.00015521215],"domain_scores_gemma":[0.98964566,0.0036449023,0.0022641702,0.00016401858,0.004195887,0.00008537221],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009288897,0.00019653294,0.00237643,0.00049338944,0.000024651774,0.000026997985,0.00006600851,0.00007668018,0.00012742027],"category_scores_gemma":[0.010923196,0.0001443629,0.00070579496,0.00015468197,0.000112013346,0.00023264432,0.00007077253,0.0002007482,4.475477e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90438855,0.005938329,0.07515097,0.00014396757,0.0014737542,0.000021549338,0.00027841094,0.00014061591,0.0001114943,0.000024367184,0.00005685447,0.01227117],"study_design_scores_gemma":[0.8206708,0.0019210334,0.17485924,0.0013474592,0.0002798949,0.000033977904,0.00009083051,0.00021743738,0.00028369343,0.00008250324,0.00012217608,0.000090982896],"about_ca_topic_score_codex":0.0000044981302,"about_ca_topic_score_gemma":0.0000052728215,"teacher_disagreement_score":0.099708274,"about_ca_system_score_codex":0.0002484683,"about_ca_system_score_gemma":0.0017055817,"threshold_uncertainty_score":0.9974082},"labels":[],"label_agreement":null},{"id":"W3167725630","doi":"10.29337/ijsp.145","title":"Identifying Patterns of Failure and Risk Factors for Recurrence in Patients of Paratesticular Sarcomas: Protocol of a Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"International Journal of Surgery Protocols","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Systematic review; Meta-analysis; Groin; Protocol (science); Surgery; MEDLINE; Internal medicine; Pathology","score_opus":0.21834855365381464,"score_gpt":0.45552547425787254,"score_spread":0.2371769206040579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167725630","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032457177,0.6589719,0.000116876945,0.000007494023,0.00001355998,0.33982986,0.0007339839,0.0000014233119,3.0829213e-7],"genre_scores_gemma":[0.0013868826,0.4477613,0.0006513706,0.000008105149,0.000013322334,0.55000067,0.00014027553,0.000031361047,0.0000066917846],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9953384,0.00044366322,0.003116198,0.00023713356,0.0007492965,0.000115300485],"domain_scores_gemma":[0.99002147,0.0011631359,0.0068949624,0.00025847874,0.0015576816,0.00010428478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000951163,0.0003129329,0.0071529867,0.0006970298,0.000011308933,0.000024456089,0.00018109332,0.00009504391,0.0000442759],"category_scores_gemma":[0.0025541338,0.00019095124,0.0026922207,0.0003474597,0.00004193407,0.00012213617,0.000067457164,0.00016957198,9.194979e-8],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003736542,0.00069807825,0.16400471,0.738309,0.09484236,0.000048803024,0.000020590494,9.706486e-7,1.1924904e-7,0.0000048925804,0.0000086092,0.0020244615],"study_design_scores_gemma":[0.0010334821,0.00026039084,0.0072096833,0.47164625,0.5190829,0.00006491788,0.000023098093,0.0000027922413,0.000014112342,0.000019292645,0.00047395943,0.00016910383],"about_ca_topic_score_codex":0.00002867291,"about_ca_topic_score_gemma":0.0000028607146,"teacher_disagreement_score":0.42424056,"about_ca_system_score_codex":0.000063620704,"about_ca_system_score_gemma":0.00030674774,"threshold_uncertainty_score":0.7786765},"labels":[],"label_agreement":null},{"id":"W3191507644","doi":"10.29337/ijsp.140","title":"Protocol for a Retrospective Comparative Study to Determine the Effect of Two Different Biocomposite Suture Anchors on the Occurrence of Bony Ingrowth and Implant Reabsorption Following Arthroscopic Rotator Cuff Repair","year":2021,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Rotator cuff; Medicine; Fibrous joint; Biocomposite; Surgery; Tendon; Elbow; Arthroscopy; Implant; Rotator cuff injury; Orthodontics; Materials science","score_opus":0.08061116535524529,"score_gpt":0.43153854696579086,"score_spread":0.3509273816105456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191507644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74810874,0.000005148096,0.000051045343,0.00025812731,0.000113019334,0.25141293,0.000036808484,0.0000054530824,0.000008748916],"genre_scores_gemma":[0.70292026,4.1933504e-7,0.000084133804,0.00004845004,0.00009118852,0.2968407,0.000003241024,0.000005929434,0.0000057127963],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980913,0.00031418595,0.0007104091,0.00019905691,0.0005594224,0.00012562628],"domain_scores_gemma":[0.99727654,0.0013007565,0.00064735423,0.00019551635,0.000511365,0.00006849124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079566566,0.00018948178,0.00064089295,0.00015100987,0.000067670575,0.000033546174,0.00012675163,0.000028435536,0.000012026761],"category_scores_gemma":[0.0002760414,0.00009184562,0.00035774804,0.00014947094,0.000052825188,0.00008489612,0.000055537712,0.00020449253,3.1373114e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012756139,0.0016892407,0.9512942,0.00021861182,0.0016566787,0.0001818648,0.0014647322,0.0000143864045,0.028544826,0.00008694851,0.00079632254,0.0012960695],"study_design_scores_gemma":[0.0068593505,0.010605844,0.28838027,0.0033065411,0.00024003499,0.0002433125,0.00033237913,0.000041928088,0.68940943,0.00016554585,0.000299176,0.000116215226],"about_ca_topic_score_codex":0.000005973428,"about_ca_topic_score_gemma":0.000007147054,"teacher_disagreement_score":0.6629139,"about_ca_system_score_codex":0.00011457566,"about_ca_system_score_gemma":0.00010456964,"threshold_uncertainty_score":0.3745356},"labels":[],"label_agreement":null},{"id":"W3200920490","doi":"10.29337/ijsp.162","title":"Feasibility and Efficacy of Fusion Imaging Systems for Immediate Post Ablation Assessment of Liver Neoplasms: Protocol for a Rapid Systematic Review","year":2021,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Qatar National Research Fund; Medical Research Council; Fonds National de la Recherche Luxembourg; Hamad Medical Corporation; Qatar Foundation","keywords":"Medicine; Ablation; Medical physics; Protocol (science); Radiofrequency ablation; Thermal ablation; Radiology; Pathology; Internal medicine; Alternative medicine","score_opus":0.15624815029634262,"score_gpt":0.39755775030761914,"score_spread":0.24130960001127652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200920490","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032898836,0.0027433338,0.0028068114,0.0006308051,0.00015299517,0.9606342,0.0000932891,0.000008916584,0.00003081543],"genre_scores_gemma":[0.2633355,0.00020163685,0.0019606254,0.00007185091,0.0001421033,0.7341929,0.000051289484,0.000020814592,0.00002328384],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.997254,0.00021726564,0.0016508481,0.00016675491,0.0005908137,0.00012030534],"domain_scores_gemma":[0.9930562,0.0013713072,0.0017943038,0.00016626155,0.0035251037,0.00008683006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024138093,0.00014718073,0.0010069156,0.00019719028,0.000027319127,0.000033132368,0.000091708855,0.000048588303,0.000034129822],"category_scores_gemma":[0.0014999913,0.0001083566,0.00049781945,0.000103900704,0.000034832658,0.00018887072,0.00003151137,0.000080917795,2.4973556e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026709172,0.0014943893,0.50680834,0.47695908,0.00091510307,0.00013822595,0.00011013365,0.000003809899,0.0071649645,0.00013940287,0.0004587755,0.003136875],"study_design_scores_gemma":[0.02331509,0.0019332629,0.12309841,0.8100091,0.0021133418,0.0018754569,0.00017070404,0.011890936,0.023120256,0.00012576512,0.0019038838,0.00044378568],"about_ca_topic_score_codex":0.0000069094167,"about_ca_topic_score_gemma":5.033527e-7,"teacher_disagreement_score":0.3837099,"about_ca_system_score_codex":0.00014552442,"about_ca_system_score_gemma":0.0006184762,"threshold_uncertainty_score":0.44186538},"labels":[],"label_agreement":null},{"id":"W4285183681","doi":"10.29337/ijsp.173","title":"Hemocoagulative Modifications after Laparoscopic Surgery at Different Pneumoperitoneum Pressure Settings","year":2022,"lang":"en","type":"editorial","venue":"International Journal of Surgery Protocols","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Pneumoperitoneum; Medicine; Von Willebrand factor; Fibrinogen; Prothrombin time; Hematocrit; Cholecystectomy; Hemoglobin; Gastroenterology; C-reactive protein; Laparoscopic surgery; Protein S; Surgery; Internal medicine; Anesthesia; Platelet; Protein C; Laparoscopy","score_opus":0.042072416616820936,"score_gpt":0.34448836292917895,"score_spread":0.302415946312358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285183681","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07340403,0.001376134,0.0001051126,0.010422059,0.8696487,0.040800467,0.0029535661,0.00018359703,0.0011063609],"genre_scores_gemma":[0.09259925,0.00048580777,0.00024945525,0.0008591723,0.72225326,0.16361168,0.0022065488,0.0003475082,0.017387291],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99297667,0.00040795986,0.002334665,0.00060237164,0.0032277002,0.0004506551],"domain_scores_gemma":[0.9882375,0.0055307513,0.0027548475,0.0006618121,0.002456359,0.00035871327],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012354546,0.00058648025,0.0018943794,0.0010648451,0.00025046573,0.00015948854,0.0006955706,0.00047611565,0.0035227654],"category_scores_gemma":[0.0023329111,0.00051017164,0.0015680675,0.00031980386,0.00018087127,0.00036467356,0.00042765756,0.0017324283,0.000041381416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036639406,0.0009878833,0.011185686,0.00037366906,0.0015009188,0.00053717924,0.0001360011,0.000029953067,0.0013809609,0.000017306218,0.97892445,0.0012620628],"study_design_scores_gemma":[0.0003413973,0.00010738062,0.0058361627,0.0019781399,0.00037936599,0.0003990108,0.00003841649,0.000019482537,0.0026962943,0.000119688266,0.9876614,0.00042324714],"about_ca_topic_score_codex":0.000014494239,"about_ca_topic_score_gemma":0.0000026359724,"teacher_disagreement_score":0.14739539,"about_ca_system_score_codex":0.00086222944,"about_ca_system_score_gemma":0.0013365193,"threshold_uncertainty_score":0.999735},"labels":[],"label_agreement":null},{"id":"W4319748851","doi":"10.29337/ijsp.183","title":"Recommendations for Intraoperative Adverse Events Data Collection in Clinical Studies and Study Protocols. An ICARUS Global Surgical Collaboration Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department of Surgery; Universitätsklinikum Hamburg-Eppendorf; University of North Carolina at Chapel Hill; University of Texas MD Anderson Cancer Center; School of Medicine, University of Kansas; National Institutes of Health; Universitair Medisch Centrum Groningen; University of Ioannina; Università degli Studi di Ferrara; Humanitas Research Hospital; Wojskowy Instytut Medyczny; I.M. Sechenov First Moscow State Medical University; Konyang University; Paracelsus Medizinische Privatuniversität; Norfolk and Norwich University Hospitals NHS Foundation Trust; Università degli Studi di Brescia; RWTH Aachen University; Università degli Studi di Torino; Centre Hospitalier Universitaire de Nice; Al-Azhar University; National Taiwan University; Melanoma Institute Australia; University of Bern; Universidad de Chile; Jikei University School of Medicine; Medizinische Universität Wien; Università degli Studi di Firenze; National Taiwan University Hospital; Technische Universität München; Queen's University; Università degli Studi di Parma; Universidade de São Paulo; Rutgers Cancer Institute of New Jersey; Università degli Studi dell'Insubria; Southwest Hospital; Leids Universitair Medisch Centrum; Gazi Üniversitesi; Inyuvesi Yakwazulu-Natali; Università degli Studi di Genova; Universiti Malaya; Universiteit Gent; James Cook University; Royal Marsden NHS Foundation Trust; Aristotle University of Thessaloniki; Sahlgrenska Universitetssjukhuset; Università degli Studi di Padova; Inselspital, Universitätsspital Bern; Fundación Valle del Lili; Universität Heidelberg; Seoul National University Bundang Hospital; Fudan University; Universidad Complutense de Madrid; Universiteit Maastricht; Catholic University of Korea; Universiteit Leiden; Centre Hospitalier Universitaire Vaudois; National Cancer Institute; University of South Carolina; KU Leuven; Seoul National University; Cairo University; Maastricht Universitair Medisch Centrum; University College Cork; Cleveland Clinic; University of Bristol; University of California, San Diego; Université Laval; Universidade Federal de Santa Catarina; University of Cincinnati; Lunds Universitet; Medizinische Universität Innsbruck; Universitat de Barcelona; Imperial College London; King's College London; Dalhousie University; Mansoura University; University of East Anglia; Johns Hopkins University; Sheffield Teaching Hospitals NHS Foundation Trust; Universität Innsbruck; Kasturba Medical College, Manipal; Royal Free London NHS Foundation Trust; Iran University of Medical Sciences; Università degli Studi di Milano; Universität Wien; Medizinischen Hochschule Hannover; Università di Bologna; Singapore General Hospital; Royal Devon and Exeter NHS Foundation Trust; BC Children's Hospital; University of Patras; Helsingin Yliopisto; University of Hong Kong; University Hospitals Birmingham NHS Foundation Trust; Universität Basel; Universitair Ziekenhuis Gent; Beni-Suef University; West Virginia University; Università Campus Bio-Medico di Roma; Università degli Studi di Verona; Kaiser Permanente; Università degli Studi di Napoli Federico II; Rijksuniversiteit Groningen; University of Southern California","keywords":"ICARUS; Data collection; Standardization; Event (particle physics); Set (abstract data type); Medical physics; Medicine; Computer science; Physics","score_opus":0.626726517591046,"score_gpt":0.666319968444774,"score_spread":0.03959345085372801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319748851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7270781,0.0000071102872,0.0002996563,0.006744262,0.002109236,0.26347223,0.00019217134,0.000054003227,0.0000432797],"genre_scores_gemma":[0.67708236,0.00005488694,0.00061731716,0.00020389173,0.00073393545,0.3209316,0.00021422062,0.000021228945,0.0001405467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99333,0.0026136239,0.0026151603,0.0004127733,0.00076330395,0.00026515053],"domain_scores_gemma":[0.99348223,0.002356972,0.0015779075,0.00032114718,0.0020867991,0.0001749654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011113303,0.00017764258,0.00061803503,0.00044669237,0.00036889163,0.000009596553,0.00048733538,0.00012629225,0.00003422031],"category_scores_gemma":[0.0047802445,0.00014878486,0.00007491822,0.0008581594,0.00007007094,0.001156207,0.00026874003,0.00045905434,0.000011820739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034809127,0.0029645306,0.96923333,0.00005511755,0.00040248912,0.000052964027,0.0061768647,0.000056295197,0.0000020564496,0.00006604749,0.011642855,0.0058665494],"study_design_scores_gemma":[0.013889993,0.0025964384,0.844616,0.0013704323,0.00006509684,0.000018706893,0.08880754,0.001030646,0.000002928316,0.00070854166,0.046647016,0.00024666297],"about_ca_topic_score_codex":0.0000308123,"about_ca_topic_score_gemma":0.00056447583,"teacher_disagreement_score":0.124617316,"about_ca_system_score_codex":0.00042637336,"about_ca_system_score_gemma":0.0013423404,"threshold_uncertainty_score":0.60672706},"labels":[],"label_agreement":null},{"id":"W4391345853","doi":"10.1097/sp9.0000000000000018","title":"The MARECA (national study of management of breast cancer locoregional recurrence and oncological outcomes) study: protocol for a prospective, multicentre cohort study","year":2024,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"Academy of Medical Sciences; National Institute for Health and Care Research","keywords":"Medicine; Breast cancer; Prospective cohort study; Mastectomy; Cohort; Radiation therapy; Cancer; Cohort study; Inflammatory breast cancer; Presentation (obstetrics); Internal medicine; Oncology; Surgery","score_opus":0.05970750630829825,"score_gpt":0.42863344711171586,"score_spread":0.3689259408034176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391345853","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4463708,0.000027046672,0.0000617282,0.0003801585,0.00024693474,0.5527433,0.00011273975,0.000005745824,0.000051497354],"genre_scores_gemma":[0.5245303,0.00000562193,0.000045795554,0.000007170443,0.00009870801,0.47527254,0.0000015452715,0.0000082186125,0.00003010544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778,0.00013104583,0.00078018906,0.00029811548,0.0008737302,0.00013688722],"domain_scores_gemma":[0.9976228,0.00028917566,0.0005346615,0.00012557443,0.0013857912,0.000041981668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010103611,0.00018360591,0.00035838276,0.000107997184,0.00007617562,0.000053734955,0.0002996351,0.000036597434,0.0000151662525],"category_scores_gemma":[0.00008035787,0.000112232454,0.00015416206,0.000108522945,0.000101490165,0.000021745287,0.00019679824,0.00009911049,2.3366184e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046646097,0.006790936,0.97394866,0.000096716554,0.004100688,0.000039016457,0.00027060608,0.000036609392,0.0000360299,0.000060615683,0.0007245676,0.009230971],"study_design_scores_gemma":[0.004465566,0.0013220977,0.9903205,0.00036502685,0.0001054933,0.000039919163,0.0015655969,0.000015427708,0.000093512455,0.000103486156,0.0014990681,0.000104322404],"about_ca_topic_score_codex":0.000027324499,"about_ca_topic_score_gemma":0.00006223661,"teacher_disagreement_score":0.078159496,"about_ca_system_score_codex":0.00013805184,"about_ca_system_score_gemma":0.0002424281,"threshold_uncertainty_score":0.45767066},"labels":[],"label_agreement":null},{"id":"W4391781776","doi":"10.1097/sp9.0000000000000020","title":"Hepatitis B virus infection during pregnancy and the risk of postpartum hemorrhage: a protocol for systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Surgery Protocols","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University; National Natural Science Foundation of China","keywords":"Medicine; HBsAg; Meta-analysis; Publication bias; Hepatitis B virus; Funnel plot; Pregnancy; Obstetrics; Hepatitis B; Cohort study; Seroprevalence; Systematic review; MEDLINE; Internal medicine; Immunology; Virus; Serology","score_opus":0.07777573460787143,"score_gpt":0.3875664964939483,"score_spread":0.3097907618860769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391781776","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044548605,0.008549662,0.001173161,0.0029157468,0.00006928925,0.9826114,0.00015012632,0.000027279219,0.00004847226],"genre_scores_gemma":[0.0336998,0.0027871376,0.00027444793,0.00012981571,0.00006978719,0.962865,0.0000017973724,0.000018957608,0.00015327975],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99749947,0.0003110231,0.0013751071,0.0001626982,0.0005385867,0.00011312321],"domain_scores_gemma":[0.9966055,0.0011367017,0.0010870228,0.00015666446,0.00095449627,0.000059611462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017984081,0.00017204785,0.0018672402,0.0003981118,0.00006154346,0.00008481797,0.00008755619,0.000040341245,0.0000840047],"category_scores_gemma":[0.0021304204,0.00009045435,0.0011852151,0.00026775635,0.000110547655,0.00025090203,0.000056929344,0.00018469967,0.0000011743851],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011252261,0.00022903112,0.1319754,0.6244306,0.24034579,0.00038934906,0.0003535948,0.000008188169,0.000116210096,0.00023578068,0.00043239046,0.00035842444],"study_design_scores_gemma":[0.004824188,0.0007037134,0.050039593,0.22627553,0.707082,0.004261999,0.000016746404,0.0010325105,0.0035729215,0.0012646079,0.0004570593,0.0004691346],"about_ca_topic_score_codex":0.000347629,"about_ca_topic_score_gemma":0.00013639721,"teacher_disagreement_score":0.4667362,"about_ca_system_score_codex":0.00006073478,"about_ca_system_score_gemma":0.00010022256,"threshold_uncertainty_score":0.36886212},"labels":[],"label_agreement":null},{"id":"W4409182455","doi":"10.1097/sp9.0000000000000039","title":"Valvular surgery for rheumatic heart disease in Africa: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"International Journal of Surgery Protocols","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scopus; Medicine; Cochrane Library; Scope (computer science); MEDLINE; Protocol (science); valvular heart disease; Inclusion and exclusion criteria; Systematic review; Quality of life (healthcare); Narrative review; Inclusion (mineral); Alternative medicine; Intensive care medicine; Surgery; Psychology; Nursing; Pathology; Political science","score_opus":0.20985666971673025,"score_gpt":0.500153802155728,"score_spread":0.2902971324389978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409182455","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.3020063e-7,0.44528612,0.000082689636,0.00026314083,0.00025518687,0.5540007,0.000037406997,0.000014906812,0.000059518297],"genre_scores_gemma":[4.595261e-7,0.40499765,0.00017141685,0.000116066934,0.00017690219,0.5943573,0.000034000182,0.000029566303,0.00011664554],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99499404,0.0003041444,0.0032857517,0.0003497284,0.0007302076,0.00033614872],"domain_scores_gemma":[0.993038,0.0034815837,0.0019494845,0.0003439545,0.00093402836,0.00025296488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019780486,0.00045925754,0.0037960263,0.0015643318,0.000045605022,0.00008455967,0.00024145746,0.0001626588,0.00021530349],"category_scores_gemma":[0.0041098883,0.00033673234,0.002863806,0.0006030242,0.000044075437,0.00022742928,0.00007058291,0.00041535345,0.000015977726],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038849236,0.0012681563,0.0057161963,0.57059324,0.0008745897,0.00051813654,0.0000040060318,0.0000011935665,8.373447e-8,0.000016076847,0.0128877135,0.4077321],"study_design_scores_gemma":[0.0005329933,0.000046972647,0.00009315545,0.60278046,0.00038388208,0.00018438988,4.7191213e-7,0.0000011621233,7.5284765e-7,0.0000722993,0.3957617,0.00014177438],"about_ca_topic_score_codex":0.0000051076217,"about_ca_topic_score_gemma":7.104464e-7,"teacher_disagreement_score":0.40759033,"about_ca_system_score_codex":0.0005626311,"about_ca_system_score_gemma":0.005640345,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null}]}