{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"feb7dbd50ee7","filters":{"venue":"Minimally Invasive Therapy & Allied Technologies"}},"results":[{"id":"W2109413206","doi":"10.1080/13645700600771645","title":"Control of soft tissue deformation during robotic needle insertion","year":2006,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Deformation (meteorology); Soft tissue; Indentation; Biomedical engineering; Displacement (psychology); Trajectory; Rotation (mathematics); Materials science; Computer science; Surgery; Medicine; Artificial intelligence; Physics; Composite material","authors":[{"name":"Niki Abolhassani","is_ca":true},{"name":"Rajni V. Patel","is_ca":true},{"name":"Mehrdad Moallem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008672200419920858,"gpt":0.1974134640215896,"spread":0.1887412636016687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005688554,0.0001950618,0.000246936,0.0001997971,0.00008100707,0.00002824683,0.0002843835,0.0001792926,0.00001257374],"category_scores_gemma":[0.00003129158,0.0001864102,0.00005737053,0.0002996731,0.0001086574,0.000143289,0.00002572991,0.0001376215,0.00002790043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006719425,"about_ca_system_score_gemma":0.00001791267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003005303,"about_ca_topic_score_gemma":0.00003855754,"domain_scores_codex":[0.9990717,0.000008543288,0.0003774043,0.0001542956,0.0001373731,0.0002506666],"domain_scores_gemma":[0.9993896,0.00008720344,0.0001062112,0.0003175648,0.0000842346,0.00001520547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002045429,0.00005332238,0.001088859,0.00004925617,0.0000488939,0.000001339611,0.00007430361,0.1368,0.8544969,0.002263273,0.00006969413,0.00503375],"study_design_scores_gemma":[0.0009339857,0.000111509,0.01657964,0.00003955217,0.00001913397,0.000005730082,0.000342375,0.005150918,0.9716933,0.00450171,0.0003512777,0.0002708864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754212,0.001186798,0.02062877,0.0002777175,0.00005173997,0.000446695,0.000008871488,0.001607708,0.0003705302],"genre_scores_gemma":[0.9968391,0.0003986336,0.002494349,0.00001558761,0.00002591759,0.0001492236,0.00002346124,0.00003388074,0.00001981652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131649,"threshold_uncertainty_score":0.7601589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972191948","doi":"10.1080/13645706.2019.1625404","title":"The value of virtual reality simulators in hysteroscopy and training capacity: a systematic review","year":2019,"lang":"en","type":"review","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Virtual reality; Hysteroscopy; Test (biology); Medical physics; Essure; Medicine; Computer science; Simulation; Human–computer interaction; Surgery; Research methodology","authors":[{"name":"Salvatore Giovanni Vitale","is_ca":false},{"name":"Salvatore Caruso","is_ca":false},{"name":"Amerigo Vitagliano","is_ca":false},{"name":"George A. Vilos","is_ca":true},{"name":"Luisa Maria Di Gregorio","is_ca":false},{"name":"Brunella Zizolfi","is_ca":false},{"name":"Jan Tesařík","is_ca":false},{"name":"Antonio Cianci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1373978892980784,"gpt":0.3593761529709268,"spread":0.2219782636728484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001623934,0.0006487956,0.005070491,0.000328059,0.00009303571,0.00004107447,0.0005523571,0.0006330552,0.000008398109],"category_scores_gemma":[0.002849406,0.0003672809,0.0005548196,0.0007309099,0.0006077187,0.00006611903,0.0001466434,0.0008395312,0.00001079089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480697,"about_ca_system_score_gemma":0.0003753165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001216234,"about_ca_topic_score_gemma":0.00001582598,"domain_scores_codex":[0.9960136,0.0004861582,0.001943636,0.000610141,0.0004850769,0.0004614245],"domain_scores_gemma":[0.9929165,0.004653513,0.001197234,0.001041829,0.0001303613,0.00006055633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008127485,0.00008000032,0.00003216443,0.5937591,0.0008835523,0.00002781439,0.0005036279,0.000004063483,0.00001454585,0.002294818,0.000006675693,0.4023123],"study_design_scores_gemma":[0.002310324,0.001013241,0.00002564267,0.947076,0.001853486,0.00006310111,0.002440889,0.00004371114,0.00005795034,0.0003587033,0.04413157,0.0006253438],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004951913,0.9888504,0.000004881086,0.0002451446,0.00007390521,0.005267533,0.00002305583,0.0002651034,0.0003180873],"genre_scores_gemma":[0.02610605,0.9730675,0.00009495205,0.0002002756,0.00001296188,0.0003868952,0.00002515021,0.00006419505,0.00004206345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.401687,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061988385","doi":"10.3109/13645706.2013.823451","title":"The past, present and future of minimally invasive endoscopy in gynecology: A review and speculative outlook","year":2013,"lang":"en","type":"review","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Minimally Invasive Surgical Techniques","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":"University of Toronto; St Joseph's Health Centre","funders":"Society of Gynecologic Surgeons","keywords":"Medicine; Invasive surgery; Quality (philosophy); Engineering ethics; General surgery; Surgery; Engineering","authors":[{"name":"Liselotte Mettler","is_ca":false},{"name":"Lotte Clevin","is_ca":false},{"name":"Artin Ternamian","is_ca":true},{"name":"Shailesh Puntambekar","is_ca":false},{"name":"Thoralf Schollmeyer","is_ca":false},{"name":"İbrahim Alkatout","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04567520361434425,"gpt":0.3275503224782377,"spread":0.2818751188638935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001048194,0.001760102,0.00641162,0.0009100444,0.0002105394,0.00009865684,0.001418401,0.001810449,0.0001446699],"category_scores_gemma":[0.001546749,0.001087436,0.0007933411,0.00115381,0.003252469,0.0002113051,0.001196436,0.002099063,0.00002932813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032241,"about_ca_system_score_gemma":0.001079088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003002481,"about_ca_topic_score_gemma":0.00007552117,"domain_scores_codex":[0.9930694,0.0007084067,0.00263366,0.001722898,0.0006831647,0.001182527],"domain_scores_gemma":[0.988791,0.006448096,0.002049388,0.001835969,0.0006632354,0.0002123458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002772518,0.0003498091,0.0003649874,0.0345921,0.001771792,0.0003476622,0.0003039938,1.714403e-8,0.0007339698,0.001316149,0.00567236,0.9542699],"study_design_scores_gemma":[0.001733766,0.002998176,0.0003503122,0.02962396,0.001588279,0.0003375283,0.001326975,2.549952e-7,0.002093005,0.001674314,0.9571761,0.001097317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003527616,0.9741967,0.000001195493,0.008500287,0.00009466994,0.01155682,0.0001033688,0.0005389529,0.00148033],"genre_scores_gemma":[0.0001389738,0.990027,0.004494264,0.000540249,0.0002534588,0.003970634,0.00008263622,0.0001934869,0.0002993236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9531726,"threshold_uncertainty_score":0.9995145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2522710635","doi":"10.1080/13645706.2016.1206572","title":"Transanal total mesorectal excision: technical aspects of approaching the mesorectal plane from below","year":2016,"lang":"en","type":"review","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Total mesorectal excision; Medicine; Standardization; Medical physics; Surgery; General surgery; Computer science; Colorectal cancer; Internal medicine","authors":[{"name":"Joep Knol","is_ca":false},{"name":"Sami A. Chadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05389653875559766,"gpt":0.3115649988975402,"spread":0.2576684601419426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004383828,0.001439085,0.004406663,0.0005614149,0.0002058397,0.00005978103,0.001598957,0.001636034,0.0004579011],"category_scores_gemma":[0.0006101691,0.0007415542,0.001834566,0.0009402591,0.00147587,0.0001257481,0.0004477657,0.001699304,0.00008101342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980601,"about_ca_system_score_gemma":0.0009959673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004829053,"about_ca_topic_score_gemma":0.00008914609,"domain_scores_codex":[0.9944777,0.0003165461,0.001617988,0.001493278,0.001177194,0.0009172896],"domain_scores_gemma":[0.9938043,0.003235706,0.0009589434,0.001673131,0.0001776394,0.0001502956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001471688,0.0005124001,0.00002776351,0.001071244,0.002861587,0.0004886185,0.0001699012,2.814713e-7,0.001130683,0.0003849647,0.0001710432,0.9917098],"study_design_scores_gemma":[0.01511687,0.01727398,0.001090267,0.05819615,0.007099119,0.004013295,0.001457311,0.000005897832,0.02873409,0.01051485,0.8516368,0.004861421],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0120408,0.9757923,0.00003296943,0.0007039309,0.0002451462,0.003588813,0.0006583181,0.001201672,0.005736049],"genre_scores_gemma":[0.04535728,0.9513655,0.0013683,0.00004501148,0.0002175225,0.001049317,0.0003102218,0.0001898008,0.00009701394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9868484,"threshold_uncertainty_score":0.9998359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2465551749","doi":"10.1080/13645706.2016.1199434","title":"Transanal total mesorectal excision: surgical technique description and outcomes","year":2016,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Total mesorectal excision; Medicine; Microsurgery; Dissection (medical); Surgery; Colorectal cancer; Invasive surgery; Cancer; Internal medicine","authors":[{"name":"Jean-Sébastien Trépanier","is_ca":true},{"name":"María Fernández-Hevia","is_ca":false},{"name":"Antonio M. Lacy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02972139330131232,"gpt":0.2769723066167479,"spread":0.2472509133154356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001915165,0.0004397654,0.0007225127,0.0002942122,0.0001093116,0.00003651152,0.0002190783,0.0004361948,0.0002651648],"category_scores_gemma":[0.0001916089,0.0002493751,0.0002499621,0.0003123233,0.0006774478,0.0001972741,0.0001138115,0.0002566423,0.00002945388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275761,"about_ca_system_score_gemma":0.0001116115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551131,"about_ca_topic_score_gemma":0.00002586711,"domain_scores_codex":[0.9979327,0.00006144567,0.0004305928,0.0006657067,0.0004214993,0.0004880488],"domain_scores_gemma":[0.9986892,0.0005089003,0.0001145231,0.0004524512,0.0001196398,0.0001152608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005444622,0.0006494381,0.09343831,0.00003730257,0.0006255629,0.001162835,0.0001926713,1.801693e-7,0.4774668,0.0008328432,0.0001566441,0.4199928],"study_design_scores_gemma":[0.0138159,0.008788006,0.2066716,0.0004471927,0.0001460279,0.001732544,0.0006317667,0.000002950586,0.7549317,0.006198111,0.005750289,0.0008838599],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883143,0.002036597,0.0002404556,0.005579733,0.00007998331,0.001207811,0.00002672274,0.001293193,0.001221181],"genre_scores_gemma":[0.9905272,0.005186649,0.0030787,0.00008799481,0.0000335361,0.0005816857,0.000008096395,0.0000457263,0.0004503987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419109,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025392801","doi":"10.1080/13645706.2020.1763402","title":"Distension media delivery systems in hysteroscopy: past, present and future","year":2020,"lang":"en","type":"review","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Uterine cavity; Hysteroscopy; Distension; Medicine; Surgery; Uterus","authors":[{"name":"Rahul Manchanda","is_ca":false},{"name":"Gaetano Valenti","is_ca":false},{"name":"Aayushi Rathore","is_ca":false},{"name":"José Carugno","is_ca":false},{"name":"Péter Török","is_ca":false},{"name":"Gaetano Riemma","is_ca":false},{"name":"Maria Chiara De Angelis","is_ca":false},{"name":"George A. Vilos","is_ca":true},{"name":"Luís Alonso Pacheco","is_ca":false},{"name":"Salvatore Giovanni Vitale","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05442573537981385,"gpt":0.2971952149717024,"spread":0.2427694795918885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001052145,0.0007919911,0.002737692,0.0004403255,0.00009658135,0.00007681936,0.000376729,0.001083852,0.00002695228],"category_scores_gemma":[0.00009059008,0.0005053756,0.0003288974,0.0005463406,0.0003385568,0.00008038258,0.0002976367,0.0008079033,0.00005836965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572323,"about_ca_system_score_gemma":0.000226243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002146949,"about_ca_topic_score_gemma":0.00001570839,"domain_scores_codex":[0.9973072,0.0001500223,0.000813723,0.0009241152,0.0003236281,0.0004812566],"domain_scores_gemma":[0.9980637,0.0006827507,0.0003994184,0.0006271316,0.0001090156,0.0001180153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007273944,0.0003290707,0.0003942563,0.004176004,0.0006781782,0.001572596,0.0001081792,1.230888e-7,0.00008591683,0.0001548553,0.0005312381,0.9918969],"study_design_scores_gemma":[0.001834899,0.001700299,0.001452788,0.007248114,0.0006253548,0.0001086285,0.001487754,0.000002019487,0.00005735542,0.0001427958,0.9847887,0.0005513181],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01779032,0.9765414,7.930548e-7,0.001635647,0.0002148957,0.002903735,0.000148308,0.0005947807,0.0001701134],"genre_scores_gemma":[0.00691424,0.9908303,0.0003834583,0.00008418542,0.0002140166,0.001045869,0.0004180857,0.00007428249,0.00003553941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9913455,"threshold_uncertainty_score":0.9997398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034218369","doi":"10.3109/13645706.2012.743918","title":"<b>Ovarian reserve following uterine artery embolization in women of reproductive age: A preliminary report</b>","year":2013,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Utah Agricultural Experiment Station","keywords":"Uterine artery embolization; Ovarian reserve; Medicine; Embolization; Ovarian artery; Gynecology; Uterine artery; Radiology; Biology; Pregnancy; Infertility","authors":[{"name":"Bruce McLucas","is_ca":false},{"name":"H. Danzer","is_ca":false},{"name":"C.M. Wambach","is_ca":false},{"name":"Charlotte Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0244683907230186,"gpt":0.2773631159295031,"spread":0.2528947252064845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002607808,0.0003345787,0.0007226922,0.0004957063,0.00005290908,0.00003231688,0.0002854211,0.0002413922,0.00007953447],"category_scores_gemma":[0.0005658416,0.0002746059,0.0001454988,0.0006016243,0.0002029713,0.0002842035,0.0002212916,0.0002384139,0.00001611159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941235,"about_ca_system_score_gemma":0.0001184711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200096,"about_ca_topic_score_gemma":0.00003264169,"domain_scores_codex":[0.9977518,0.00005301991,0.0007256391,0.0006996591,0.0002943897,0.0004754887],"domain_scores_gemma":[0.9981894,0.00009755635,0.0003361772,0.001141357,0.000183033,0.00005243868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003518511,0.002236763,0.1320365,0.0002826174,0.001708376,0.01190109,0.006546869,0.00001414594,0.7703696,0.0003632869,0.0005262562,0.07049593],"study_design_scores_gemma":[0.007668865,0.007537663,0.6188437,0.0006156864,0.00007446598,0.0005905544,0.007795302,0.00002504587,0.3444023,0.01041778,0.00143967,0.0005889061],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929393,0.0006830716,0.00002258877,0.003438275,0.00009369865,0.001560183,0.000005662574,0.000457245,0.0008000002],"genre_scores_gemma":[0.9917536,0.0007731346,0.005713828,0.0001227082,0.00003522745,0.0009280883,0.00005470688,0.00005123688,0.0005674639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4868073,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023117806","doi":"10.1080/13645700310023050","title":"Treatment of myomas by laparoscopic and laparotomic myomectomy and laparoscopic hysterectomy","year":2004,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Myoma; Laparotomy; Hysterectomy; Surgery; Laparoscopic hysterectomy; General surgery; Adenomyosis; Laparoscopy; Retrospective cohort study; Uterus; Gynecology; Endometriosis","authors":[{"name":"L. Mettler","is_ca":false},{"name":"T. Schollmeyer","is_ca":false},{"name":"E. Lehmann‐Willenbrock","is_ca":false},{"name":"J. Dowaji","is_ca":false},{"name":"A. Zavala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01945187023586597,"gpt":0.2647942181679625,"spread":0.2453423479320965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003746117,0.0004628818,0.0009450792,0.0002362629,0.00009624076,0.00003634214,0.0001458172,0.000250251,0.00001702715],"category_scores_gemma":[0.00003304756,0.0003410961,0.00009185979,0.0002131222,0.000562037,0.0001025805,0.00008799073,0.000115434,0.000009178888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549677,"about_ca_system_score_gemma":0.0001193046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001656745,"about_ca_topic_score_gemma":0.00005486518,"domain_scores_codex":[0.9984108,0.00002329593,0.0003976002,0.0005682127,0.000191726,0.0004083764],"domain_scores_gemma":[0.9990631,0.00009900204,0.000185159,0.000498071,0.00006562179,0.00008899868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001003049,0.001531144,0.1425954,0.000210917,0.001231869,0.0001982231,0.001094548,7.137146e-7,0.8206494,0.0006950729,0.00007544485,0.03071417],"study_design_scores_gemma":[0.02065604,0.008696623,0.02702413,0.0002007244,0.0001560828,0.0001430788,0.0006865168,0.000001415331,0.9379758,0.001072721,0.003060881,0.0003259715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849475,0.01098792,0.000004052354,0.001859312,0.00004436071,0.001341665,0.00005056052,0.0004375919,0.0003270221],"genre_scores_gemma":[0.9778791,0.01935349,0.002038832,0.0001018837,0.00001609215,0.00032649,0.00003769745,0.00004491981,0.0002015126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173264,"threshold_uncertainty_score":0.9999041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408245111","doi":"10.1080/13645706.2025.2473587","title":"Fluorescence-guided mesorectal nodes harvesting associated with local excision for early rectal cancer: technical notes","year":2025,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal cancer; Indocyanine green; Surgery; Stage (stratigraphy); Sampling (signal processing); Radiology; Cancer; Internal medicine","authors":[{"name":"Ilaria Benzoni","is_ca":false},{"name":"Martina Fricano","is_ca":false},{"name":"Jessica Borali","is_ca":false},{"name":"Martina Bonafede","is_ca":false},{"name":"Andrea Celotti","is_ca":false},{"name":"Antonio Tarasconi","is_ca":false},{"name":"Valerio Ranieri","is_ca":false},{"name":"Luigi Totaro","is_ca":false},{"name":"Luca Mattia Quarti","is_ca":false},{"name":"Arianna Dendena","is_ca":false},{"name":"Giulia Grizzi","is_ca":false},{"name":"Maria Bonomi","is_ca":false},{"name":"Roberto Grassia","is_ca":false},{"name":"Barbara Frittoli","is_ca":true},{"name":"Gian Luca Baiocchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04636154620290401,"gpt":0.3184579805457485,"spread":0.2720964343428445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000302356,0.0006047428,0.00101472,0.0004383948,0.0002915537,0.00008672289,0.0005341708,0.0006297219,0.00002954601],"category_scores_gemma":[0.002494382,0.000442504,0.000288864,0.001216131,0.001027445,0.0001690799,0.0002124326,0.000567327,0.000006035967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008981972,"about_ca_system_score_gemma":0.0006964874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002444739,"about_ca_topic_score_gemma":0.0007085092,"domain_scores_codex":[0.997,0.000068557,0.0006300583,0.0009734189,0.0005151033,0.0008128079],"domain_scores_gemma":[0.9964591,0.002035432,0.0002851818,0.0005669628,0.0005594472,0.00009389708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01600871,0.001292545,0.1576081,0.0001635073,0.002158589,0.0003351788,0.0003091705,0.00006041981,0.3592776,0.0008543836,0.0008331007,0.4610987],"study_design_scores_gemma":[0.01105796,0.007002312,0.1470434,0.002339982,0.0003540008,0.00004866996,0.0005793964,0.0001828563,0.8275516,0.00232333,0.0007377699,0.0007787512],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872719,0.002232277,0.000821362,0.003503037,0.0001254941,0.002407815,0.00006947067,0.002284177,0.001284449],"genre_scores_gemma":[0.9867074,0.001382862,0.009298746,0.0002956364,0.00003615788,0.001802501,0.00006273582,0.00007537051,0.0003385578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.468274,"threshold_uncertainty_score":0.9998026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092614378","doi":"10.1080/13645706.2020.1829648","title":"Hysteroscopic and ultrasonographic evaluation of ulipristal acetate treatment for symptomatic myomas in premenopausal women: a prospective study","year":2020,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Ulipristal acetate; Medicine; Myoma; Hysteroscopy; Endometrial biopsy; Metrorrhagia; Ultrasound; Prospective cohort study; Biopsy; Gynecology; Endometrium; Hyperplasia; Urology; Radiology; Obstetrics; Surgery; Uterus; Internal medicine; Research methodology; Population","authors":[{"name":"Pasquale De Franciscis","is_ca":false},{"name":"Antonio Schiattarella","is_ca":false},{"name":"Gaetano Riemma","is_ca":false},{"name":"Domenico Labriola","is_ca":false},{"name":"Domenico Ambrosio","is_ca":false},{"name":"Salvatore Giovanni Vitale","is_ca":true},{"name":"Antonio Cianci","is_ca":true},{"name":"Gaspare Cucinella","is_ca":false},{"name":"Glória Calagna","is_ca":false},{"name":"Nicola Colacurci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06914855826962903,"gpt":0.3173252514304362,"spread":0.2481766931608072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002214125,0.0002731503,0.0006060759,0.0002020388,0.00006745845,0.00002108058,0.0001113192,0.0001190544,0.00002483331],"category_scores_gemma":[0.0003606646,0.0001957569,0.00006123615,0.000367028,0.0002073663,0.00007842705,0.00003701845,0.00009537073,0.00000210428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002739344,"about_ca_system_score_gemma":0.0001395459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007776569,"about_ca_topic_score_gemma":0.00006285212,"domain_scores_codex":[0.9985044,0.00008164706,0.0004004803,0.0004594001,0.000266559,0.0002875015],"domain_scores_gemma":[0.9990909,0.0002471676,0.0001833222,0.0002336718,0.0001912216,0.00005377827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009858066,0.00403015,0.8231856,0.0001509487,0.00151621,0.00002805362,0.01088897,0.0000106606,0.1404579,0.0001278181,0.000003143523,0.01861475],"study_design_scores_gemma":[0.02491717,0.05655294,0.8218251,0.00009255019,0.0003422483,0.000002568147,0.02359049,0.0001071618,0.06964389,0.002694996,0.000007488467,0.000223391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914495,0.0007618712,0.000007286512,0.0005388926,0.00001439209,0.006910697,0.00003361569,0.0002131477,0.00007060666],"genre_scores_gemma":[0.9941851,0.0002089497,0.0008337196,0.00005363939,0.000003767708,0.00466511,0.00002266288,0.00001942926,0.000007650776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07081404,"threshold_uncertainty_score":0.7982734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057854532","doi":"10.3109/13645700903516742","title":"A catheter side wall tactile sensor: Design, modeling and experiments","year":2010,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Polyvinylidene fluoride; Haptic technology; Tactile sensor; Catheter; Acoustics; Pressure sensor; Piezoelectricity; Surgical instrument; Biomedical engineering; Engineering; Simulation; Computer science; Surgery; Mechanical engineering; Materials science; Medicine; Artificial intelligence; Physics","authors":[{"name":"Huanran Wang","is_ca":true},{"name":"Peter Liu","is_ca":true},{"name":"Shuxiang Guo","is_ca":false},{"name":"Xiufen Ye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03481013831724728,"gpt":0.2427380626394131,"spread":0.2079279243221658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001072555,0.0003663957,0.0003332513,0.0001531938,0.0001178758,0.00009073393,0.0003151681,0.0002978323,0.00002691183],"category_scores_gemma":[0.0001281444,0.0003264214,0.00005368747,0.0001017078,0.0001765036,0.000206274,0.00007467999,0.0003201673,0.00002333183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003042359,"about_ca_system_score_gemma":0.00001678741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002122396,"about_ca_topic_score_gemma":0.00002204603,"domain_scores_codex":[0.998728,0.00002282096,0.0003006053,0.0003602234,0.0001340584,0.0004543147],"domain_scores_gemma":[0.99923,0.0001566265,0.00005515018,0.0004518424,0.00005430539,0.00005208319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004881342,0.00002829639,0.00003574442,0.00001420365,0.00006732431,0.0000175902,0.0004354555,0.01610596,0.9782359,0.0001171576,0.00003055451,0.004863025],"study_design_scores_gemma":[0.0004675998,0.0001433689,0.00002504741,0.00002606502,0.000008489043,0.00002331799,0.0005539964,0.007638731,0.9878922,0.001940937,0.0008597423,0.0004205363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922752,0.0005447993,0.003250016,0.0001002218,0.0002058767,0.0002535094,0.000005587028,0.002826755,0.0005380671],"genre_scores_gemma":[0.9524435,0.001794334,0.04539283,0.00007259854,0.00003494719,0.0001186942,0.000005368011,0.0000857199,0.00005193413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04214282,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401588396","doi":"10.1080/13645706.2024.2390879","title":"AI-KODA score application for cleanliness assessment in video capsule endoscopy frames","year":2024,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Capsule endoscopy; Computer science; Reliability (semiconductor); Artificial intelligence; Medical physics; Medicine; Radiology","authors":[{"name":"Palak Handa","is_ca":false},{"name":"Nidhi Goel","is_ca":false},{"name":"S. Indu","is_ca":false},{"name":"Deepak Gunjan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02949836262533635,"gpt":0.3274217631526772,"spread":0.2979234005273409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621725,0.0002830539,0.0004105446,0.0004850725,0.00008792031,0.00007955667,0.0002436077,0.0003371146,0.00001701093],"category_scores_gemma":[0.0001706053,0.0002389254,0.00014805,0.0006901108,0.0001742957,0.0001421054,0.00006567432,0.0005520344,0.0000127563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003228962,"about_ca_system_score_gemma":0.000408835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119641,"about_ca_topic_score_gemma":0.0003431264,"domain_scores_codex":[0.9983482,0.00002301161,0.0003860735,0.0006345279,0.0002464087,0.0003617346],"domain_scores_gemma":[0.9990239,0.0002550446,0.00008645864,0.0004406244,0.0001567862,0.00003719016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00282822,0.0002111636,0.003199975,0.00034754,0.0002039117,0.00004013515,0.0004188795,0.00004676516,0.5466238,0.002685448,0.0009359023,0.4424583],"study_design_scores_gemma":[0.003110854,0.006444104,0.01038836,0.0007479234,0.00007839085,0.0000385111,0.002640688,0.003068051,0.9395636,0.01403782,0.01937105,0.0005106108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969021,0.005807636,0.0102334,0.01008414,0.0002426248,0.002055115,0.00002829839,0.002162522,0.0003652497],"genre_scores_gemma":[0.9857729,0.002077753,0.009054415,0.0005625811,0.0001145097,0.002217471,0.00006154955,0.00005507265,0.00008375542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4419477,"threshold_uncertainty_score":0.9743095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321577191","doi":"10.3109/13645706.2013.821998","title":"25 years of SMIT: The past, the present, and the future of minimally invasive therapy","year":2013,"lang":"en","type":"review","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"German; Invasive surgery; Quarter (Canadian coin); Medicine; Carry (investment); General surgery; Management; Surgery; History; Business; Economics","authors":[{"name":"Eiji Kanehira","is_ca":false},{"name":"Marco Maria Lirici","is_ca":false},{"name":"Andreas Melzer","is_ca":false},{"name":"M. O. Schurr","is_ca":false},{"name":"Elisabeth Hermann-Decker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05031549976026573,"gpt":0.3101357574685381,"spread":0.2598202577082724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001881949,0.001695465,0.005217714,0.0006738488,0.0003272516,0.0001458964,0.004481079,0.001787095,0.0001929646],"category_scores_gemma":[0.001162517,0.0007457922,0.002093722,0.001580148,0.009075814,0.0001834129,0.001338303,0.002592626,0.00003559909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336813,"about_ca_system_score_gemma":0.001154624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009051219,"about_ca_topic_score_gemma":0.00004646907,"domain_scores_codex":[0.9923118,0.00121928,0.002640222,0.001355839,0.00139271,0.001080155],"domain_scores_gemma":[0.9818158,0.01002728,0.003175926,0.003866779,0.0009867839,0.0001274278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001029509,0.0003608816,0.0001124364,0.003347701,0.003590023,0.00007341306,0.001238488,1.953534e-7,0.00138356,0.004500349,0.008642666,0.9757208],"study_design_scores_gemma":[0.003820395,0.002304018,0.0004013938,0.005566976,0.001219549,0.0002708953,0.004376141,8.562797e-7,0.007801695,0.0037282,0.9696204,0.0008894918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01834309,0.9580767,0.000004557897,0.009975274,0.000187137,0.01121002,0.000158755,0.0006088737,0.001435581],"genre_scores_gemma":[0.004519115,0.9889851,0.001311422,0.0006372731,0.0005526282,0.003283662,0.00006294793,0.0002566385,0.0003912207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9748313,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970585610","doi":"10.1080/136457000500407456","title":"A multi‐centre survey on the team concept of instrument design in gyn‐endoscopy","year":2005,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Conceptual design; Medicine; Observational study; Conceptual framework; Obstetrics and gynaecology; Engineering; Mechanical engineering","authors":[{"name":"O. Jinadu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09059848144474705,"gpt":0.3029202687558882,"spread":0.2123217873111412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005295932,0.000251238,0.0004405171,0.0002067773,0.00005911113,0.00001582396,0.0003210358,0.0002103926,0.0002277198],"category_scores_gemma":[0.001099233,0.0001580661,0.00009771901,0.0004391637,0.0004033471,0.00004898974,0.00005672851,0.0003698036,0.00003174119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103672,"about_ca_system_score_gemma":0.0001221271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005246931,"about_ca_topic_score_gemma":0.0001933057,"domain_scores_codex":[0.9983837,0.0001930677,0.0004588229,0.0003250257,0.0003010096,0.0003383824],"domain_scores_gemma":[0.997295,0.001948709,0.0001794827,0.0004266723,0.0001122029,0.00003789603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009660852,0.003617615,0.2009412,0.00003726247,0.0007932378,0.00008373898,0.008404917,0.002956372,0.1100925,0.003151483,0.001206963,0.6590539],"study_design_scores_gemma":[0.01464163,0.001500701,0.1372906,0.0003215322,0.00002067941,0.000003715651,0.006556303,0.001015178,0.8342882,0.0002791914,0.003716104,0.0003661641],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929594,0.000605915,0.00007719604,0.004206871,0.00003336463,0.001017606,0.00001372612,0.0003052653,0.0007806777],"genre_scores_gemma":[0.9926045,0.0006101024,0.005740661,0.0008585872,0.00001446326,0.00004851109,0.00001703748,0.00002414833,0.00008197009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7241957,"threshold_uncertainty_score":0.6445749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205482373","doi":"10.1080/13645706.2021.1986845","title":"Hystero-salpingo scintigraphy for fallopian tubal patency assessment: results from a prospective study","year":2021,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Gynecological conditions and treatments","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":"Surgical Specialties (Canada)","funders":"","keywords":"Predictive value; Scintigraphy; Medicine; Positive predicative value; Prospective cohort study; Purge; Infertility; Diagnostic accuracy; Nuclear medicine; False positive rate; Radiology; Gynecology; Surgery; Internal medicine; Pregnancy; Biology","authors":[{"name":"Judit Lörincz","is_ca":false},{"name":"Salvatore Giovanni Vitale","is_ca":true},{"name":"Sándor Barna","is_ca":false},{"name":"Fanni Dinkó","is_ca":false},{"name":"Gaetano Riemma","is_ca":false},{"name":"Tünde Herman","is_ca":false},{"name":"Orsolya Nagyházi","is_ca":false},{"name":"Rudolf Lampé","is_ca":false},{"name":"Pasquale De Franciscis","is_ca":false},{"name":"Péter Török","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04122592467995965,"gpt":0.3091398077714407,"spread":0.267913883091481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001746362,0.0004484088,0.0007614912,0.0002549889,0.0003176263,0.0001069333,0.0003408213,0.000312204,0.0000805946],"category_scores_gemma":[0.0007307349,0.0003411977,0.000302029,0.00062151,0.0002717508,0.0001335935,0.0001670385,0.0003663653,0.00002249053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847096,"about_ca_system_score_gemma":0.000334433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006012454,"about_ca_topic_score_gemma":0.0004018061,"domain_scores_codex":[0.9973382,0.00008284683,0.0006134009,0.001092771,0.0003462005,0.000526559],"domain_scores_gemma":[0.9975489,0.0006673341,0.0002488901,0.0008764765,0.0005792634,0.00007915691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002202732,0.01225681,0.809395,0.00006486004,0.005782793,0.001638542,0.002144226,0.000004162402,0.1320455,0.002858955,0.0005516264,0.03105477],"study_design_scores_gemma":[0.01863887,0.01029498,0.8663001,0.0001464805,0.0002957174,0.000009324629,0.01366423,0.00001065564,0.07466411,0.0149075,0.0006088606,0.0004591878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899889,0.0006949444,0.00007902288,0.00251971,0.00012232,0.003289658,0.0004990427,0.001001391,0.001805055],"genre_scores_gemma":[0.983409,0.0003746868,0.01356007,0.0002948501,0.00002738553,0.001615279,0.0004400997,0.00004281296,0.0002357879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05738138,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415241365","doi":"10.1080/13645706.2026.2672451","title":"Utility of endoscopic ultrasound-guided hepaticoduodenostomy for intrahepatic bile duct drainage: a multicenter retrospective study in Western Japan","year":2025,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"South Okanagan General Hospital","funders":"","keywords":"Retrospective cohort study; Intrahepatic bile ducts; Bile duct; Clinical endpoint; Stent; Adverse effect; Stenosis; Biliary tract","authors":[{"name":"Ken Kamata","is_ca":false},{"name":"Atsushi Okuda","is_ca":false},{"name":"Takeshi Ogura","is_ca":false},{"name":"Yuzo Shimokawa","is_ca":false},{"name":"Akihisa Ohno","is_ca":false},{"name":"Nao Fujimori","is_ca":false},{"name":"Masahiro Itonaga","is_ca":false},{"name":"Masayuki Kitano","is_ca":false},{"name":"Kazuyuki Matsumoto","is_ca":false},{"name":"Koichiro Mandai","is_ca":false},{"name":"Hideyuki Shiomi","is_ca":false},{"name":"Ryota Sagami","is_ca":false},{"name":"Hajime Imai","is_ca":true},{"name":"Hirotsugu Maruyama","is_ca":false},{"name":"Hideki Kamada","is_ca":false},{"name":"Mamoru Takenaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02625888830553356,"gpt":0.3063657779450386,"spread":0.280106889639505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003950767,0.0004572555,0.001105702,0.0007087584,0.00009249051,0.00003613538,0.0005627595,0.000275026,0.00004666432],"category_scores_gemma":[0.001982069,0.0003814831,0.0002169255,0.0008512454,0.0005640871,0.0001218979,0.0001419549,0.0004153311,0.000004210626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512872,"about_ca_system_score_gemma":0.0003241018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002848952,"about_ca_topic_score_gemma":0.002230245,"domain_scores_codex":[0.9973083,0.0001106682,0.0008961741,0.0007941736,0.0003248088,0.0005658382],"domain_scores_gemma":[0.9977244,0.0006169939,0.0002630008,0.0009526791,0.00040353,0.00003940378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001052634,0.002702251,0.8943016,0.0003077963,0.0005686369,0.00001750728,0.00376228,0.000001017839,0.09302425,0.0001340322,0.0002111012,0.003916902],"study_design_scores_gemma":[0.01016177,0.003039104,0.8112153,0.0003194371,0.0001667181,0.000005356041,0.02179587,0.0000298282,0.149999,0.00287626,0.0001097445,0.000281618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899971,0.001005421,0.00009466905,0.001294481,0.0001187931,0.006424844,0.00003530816,0.0004351058,0.0005942801],"genre_scores_gemma":[0.9962989,0.0007997468,0.001446213,0.000254999,0.00001322548,0.0009659615,0.00002973394,0.00003937747,0.0001518607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0830863,"threshold_uncertainty_score":0.9998637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}