{"meta":{"query_hash":"0b054b2c615c","filters":{"venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons"},"cohort_total":23,"direct_labels_cover":0,"predictions_cover":23,"exported":23,"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/0b054b2c615c","api":"https://metacan.xera.ac/api/v1/cohort?venue=JSLS+Journal+of+the+Society+of+Laparoscopic+%26+Robotic+Surgeons"},"results":[{"id":"W1995338510","doi":"10.4293/108680811x13125733356710","title":"Metal Fatigue Causing Cystoscope Rupture During Bladder Neck Incision","year":2011,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cystoscope; Medicine; Neck of urinary bladder; Forceps; Foreign body; Surgery; Prostatectomy; Cystoscopy; Endoscopy; Prostate cancer; Urinary bladder; Anatomy; Cancer; Urinary system","score_opus":0.051970457480440164,"score_gpt":0.2839745282992727,"score_spread":0.23200407081883256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995338510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98677075,0.0031927903,0.00344459,0.001992135,0.00042876034,0.000082771796,0.00008063731,0.00018172417,0.0038258897],"genre_scores_gemma":[0.9967661,0.0005294165,0.0009683747,0.0005597707,0.00037324202,0.000013643007,0.000041200594,0.0000173403,0.0007310478],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99895084,0.00012032856,0.00015394294,0.00017327377,0.00022197334,0.0003795292],"domain_scores_gemma":[0.9946753,0.0017967996,0.0014076072,0.00071459793,0.0002852322,0.0011203934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006874668,0.0012953023,0.0013197773,0.0024380533,0.0030897271,0.0011678687,0.0014567163,0.0070985756,0.0018234471],"category_scores_gemma":[0.007310272,0.0011250827,0.0021890241,0.0009153447,0.0018792204,0.0027123801,0.0017025605,0.0040726936,0.0006830534],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011344269,0.000045155426,0.0151720755,0.000047669713,0.000016702348,0.9804961,0.00048348162,0.00010452644,0.001515202,0.00017399482,0.00021809565,0.001613624],"study_design_scores_gemma":[0.000014951361,0.00019306924,0.0076521803,0.000028553126,0.000024643972,0.98835063,0.00022827875,0.00040483623,0.0024408426,0.00013393976,0.00050477445,0.000023453293],"about_ca_topic_score_codex":0.002154448,"about_ca_topic_score_gemma":0.0027806475,"teacher_disagreement_score":0.0070985756,"about_ca_system_score_codex":0.0017197184,"about_ca_system_score_gemma":0.0010362921,"threshold_uncertainty_score":0.0124774575},"labels":[],"label_agreement":null},{"id":"W1999418677","doi":"10.4293/108680813x13693422521511","title":"Robotic Hysterectomy Strategies in the Morbidly Obese Patient","year":2013,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":25,"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; Morbidly obese; Perioperative; Laparotomy; Surgery; Blood loss; Body mass index; Hysterectomy; Laparoscopy; Prospective cohort study; Uterosacral ligament; Robotic surgery; Vagina; General surgery; Weight loss; Obesity; Internal medicine","score_opus":0.02534251940609895,"score_gpt":0.2820836328790989,"score_spread":0.25674111347299994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999418677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994251,0.0019416722,0.0009221188,0.00035557154,0.000026717491,0.000049378832,0.000045612458,0.000010990276,0.0023970383],"genre_scores_gemma":[0.9958593,0.0015129467,0.0018941715,0.00016559666,0.00008365581,0.000037141624,0.00009959902,0.0000023358575,0.00034523715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99989665,0.000032431373,0.000011205033,0.000012135164,0.00001731682,0.000030313315],"domain_scores_gemma":[0.9997447,0.000053411004,0.000115041905,0.0000070228766,0.000014260407,0.000065586355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020138151,0.00022306175,0.0001330257,0.000349628,0.0003553114,0.00027096312,0.00017451138,0.00022019216,0.0016545163],"category_scores_gemma":[0.0009775274,0.0000637981,0.00016243936,0.00021815137,0.00018345017,0.00018093093,0.00028949298,0.00025671403,0.000190817],"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":[0.0013069999,0.0008352842,0.82967055,0.00040260734,0.00009167653,0.032130867,0.0009945326,0.0010895369,0.009541419,0.0006516289,0.0015424489,0.12174249],"study_design_scores_gemma":[0.00028540325,0.0075446987,0.78579,0.000330795,0.00019040733,0.1826226,0.005146737,0.0032785789,0.0039335475,0.0011810287,0.009642309,0.00005388806],"about_ca_topic_score_codex":0.00040688927,"about_ca_topic_score_gemma":0.001207927,"teacher_disagreement_score":0.0016545163,"about_ca_system_score_codex":0.00013451785,"about_ca_system_score_gemma":0.00042128263,"threshold_uncertainty_score":0.0055348873},"labels":[],"label_agreement":null},{"id":"W2029065477","doi":"10.4293/108680811x13125733356431","title":"Comparison of Laparoscopic Anterior Discoid Resection and Laparoscopic Low Anterior Resection of Deep Infiltrating Rectosigmoid Endometriosis","year":2011,"lang":"es","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":46,"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":"National Center for Research Resources; National Institutes of Health","keywords":"Medicine; Endometriosis; Resection; Rectosigmoid Colon; Laparoscopy; Surgery; Internal medicine; Rectum","score_opus":0.04358079282513754,"score_gpt":0.33467752256756605,"score_spread":0.2910967297424285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029065477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978485,0.0016990128,0.00008590783,0.000029739307,0.000011681531,0.000017405646,0.000059066457,0.0000016397711,0.0002471187],"genre_scores_gemma":[0.9992612,0.0003606561,0.00010650121,0.000023109886,0.000030421495,0.000012465813,0.00015357029,0.0000010419177,0.000051117924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985977,0.00055621413,0.0002013367,0.00016411026,0.0003477539,0.00013296734],"domain_scores_gemma":[0.9945657,0.0025272898,0.0019271581,0.00013734339,0.0004139398,0.00042856805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626594,0.0001681399,0.0004092394,0.0005976585,0.00015496966,0.0004132454,0.00024548624,0.0002670168,0.0010562153],"category_scores_gemma":[0.009829619,0.00012359052,0.0005092055,0.00037443635,0.00024641323,0.00046286752,0.0003215668,0.00022792068,0.00013642851],"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":[0.008338223,0.00020215934,0.9608923,0.00031609967,0.00059453194,0.0002745285,0.00016621119,0.00011507778,0.0010200107,0.000034090324,0.0001242299,0.027922511],"study_design_scores_gemma":[0.0003687545,0.006941742,0.98935205,0.00007062323,0.00025092397,0.0016774051,0.00033146105,0.0002466463,0.00023028076,0.000023361923,0.0004959281,0.000010798761],"about_ca_topic_score_codex":0.00087947544,"about_ca_topic_score_gemma":0.0020156356,"teacher_disagreement_score":0.001626594,"about_ca_system_score_codex":0.0003625441,"about_ca_system_score_gemma":0.000318315,"threshold_uncertainty_score":0.008602381},"labels":[],"label_agreement":null},{"id":"W2032900176","doi":"10.4293/108680812x13462882736736","title":"Costs and Outcomes of Abdominal, Vaginal, Laparoscopic and Robotic Hysterectomies","year":2012,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":126,"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; Hysterectomy; Retrospective cohort study; Complication; Cohort; Abdominal hysterectomy; Laparoscopy; Incidence (geometry); Medical record; Surgery; General surgery; Internal medicine","score_opus":0.022381018952803734,"score_gpt":0.2904040023406484,"score_spread":0.26802298338784464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032900176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983014,0.00054514693,0.000046905057,0.000107178406,0.000005014895,0.000009363243,0.00047688824,0.0000013007505,0.0005068668],"genre_scores_gemma":[0.9988078,0.00028156908,0.00007843006,0.000020540328,0.000019918529,0.000008039781,0.0006863376,0.0000014506296,0.00009599257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991704,0.00019955188,0.00011634033,0.000075278615,0.0002757164,0.00016271239],"domain_scores_gemma":[0.9972222,0.00059679535,0.0015405946,0.000055142827,0.00023817329,0.0003470564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005907833,0.00020014262,0.00019925968,0.0012400127,0.00029213497,0.00047216553,0.00029489724,0.00024331588,0.001416649],"category_scores_gemma":[0.0055507435,0.00015357089,0.0004905788,0.0008976887,0.00027299064,0.00032470352,0.00044660756,0.00031731874,0.000096358985],"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":[0.00013794588,0.000024579049,0.9956815,0.000022615377,0.000067063156,0.00014102914,0.000018047875,0.00017019965,0.00005023579,0.000041883442,0.00014594756,0.0034989056],"study_design_scores_gemma":[0.000009958236,0.00009371788,0.9985537,0.000016055623,0.000027574219,0.0007015314,0.000085934524,0.00028275637,0.000044613676,0.000040625207,0.00014059774,0.000002989885],"about_ca_topic_score_codex":0.0064271735,"about_ca_topic_score_gemma":0.009707408,"teacher_disagreement_score":0.0064271735,"about_ca_system_score_codex":0.0011924641,"about_ca_system_score_gemma":0.00079747394,"threshold_uncertainty_score":0.012779534},"labels":[],"label_agreement":null},{"id":"W2039779552","doi":"10.4293/jsls.2014.00217","title":"Hospital Costs Associated With Laparoscopic and Open Inguinal Herniorrhaphy","year":2014,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Hernia repair and management","field":"Medicine","cited_by":30,"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 Toronto; University Health Network","funders":"","keywords":"Medicine; Inguinal hernia; General surgery; Laparoscopy; Surgery; Hernia","score_opus":0.013130053028520139,"score_gpt":0.2584895036078605,"score_spread":0.24535945057934036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039779552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948148,0.0019182888,0.0001317027,0.00019576894,0.000021990196,0.000033617845,0.001875315,0.0000048364677,0.0010036493],"genre_scores_gemma":[0.996609,0.00070877525,0.00017622465,0.00006164289,0.000028428385,0.000015467745,0.0022326736,0.0000023142672,0.00016567265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871314,0.00020433965,0.00017950006,0.000099693345,0.00049878773,0.00030446058],"domain_scores_gemma":[0.99773717,0.00038090989,0.0012249929,0.000038140497,0.00028659057,0.0003321533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004294014,0.0002446045,0.000333687,0.0013271417,0.0003582501,0.00074427994,0.00042679737,0.0002582481,0.0014800718],"category_scores_gemma":[0.0051435675,0.00014161618,0.0005513755,0.0014649908,0.0003444413,0.00031805108,0.00059757393,0.0003844905,0.00008155346],"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":[0.00034065696,0.000053335938,0.9847335,0.00018214772,0.00026573273,0.0002882189,0.000053870135,0.0007219894,0.00015422305,0.0001137714,0.0007193955,0.012373158],"study_design_scores_gemma":[0.000019960027,0.0001024534,0.9978713,0.000046473164,0.000065429995,0.00065323047,0.00016176114,0.00043714218,0.00007985473,0.00005042065,0.0005034217,0.000008537063],"about_ca_topic_score_codex":0.065868415,"about_ca_topic_score_gemma":0.101596005,"teacher_disagreement_score":0.065868415,"about_ca_system_score_codex":0.0036184604,"about_ca_system_score_gemma":0.0022333516,"threshold_uncertainty_score":0.13097},"labels":[],"label_agreement":null},{"id":"W2059287036","doi":"10.4293/108680812x13462882736817","title":"Vaginal Cuff Dehiscence in Robotic-Assisted Total Hysterectomy","year":2012,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":38,"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":"Cuff; Dehiscence; Medicine; Hysterectomy; Surgery; Gynecology","score_opus":0.03446589254637693,"score_gpt":0.3016596411385225,"score_spread":0.26719374859214556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059287036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99859935,0.0007445223,0.00027606884,0.000027784627,0.0000065775994,0.000008417661,0.000033864602,0.0000042486763,0.00029916133],"genre_scores_gemma":[0.9995764,0.00020702636,0.00009650583,0.000013993476,0.000010932232,0.0000024958451,0.00004105955,9.205199e-7,0.00005065407],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.99950504,0.00011196805,0.00006482451,0.00007190579,0.00014396274,0.00010231294],"domain_scores_gemma":[0.99737656,0.0005285022,0.0015566776,0.0001401426,0.00017316116,0.00022495244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045427782,0.00015619281,0.00021941548,0.00052381214,0.00028816736,0.00041094824,0.00029201887,0.00028225276,0.0011699671],"category_scores_gemma":[0.0036772892,0.00016292412,0.00032065483,0.00047124064,0.00029047419,0.0002480711,0.0003155551,0.0003496602,0.000107529064],"study_design_candidate":"case_report","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":[0.00007146275,0.000037411162,0.99046725,0.00003564756,0.00003533418,0.001626035,0.000075020354,0.000084487496,0.00035937826,0.00002053099,0.00007226543,0.0071152085],"study_design_scores_gemma":[0.00001082435,0.00041175663,0.9719117,0.000037298574,0.000031892243,0.026075605,0.00036903482,0.00042170731,0.00027824802,0.000040793286,0.00040290647,0.000008155872],"about_ca_topic_score_codex":0.0016589139,"about_ca_topic_score_gemma":0.0020727245,"teacher_disagreement_score":0.0016589139,"about_ca_system_score_codex":0.00028712934,"about_ca_system_score_gemma":0.00034005955,"threshold_uncertainty_score":0.0039139986},"labels":[],"label_agreement":null},{"id":"W2091139959","doi":"10.4293/108680812x13517013317310","title":"Laparoscopic Inguinal Exploration and Mesh Placement for Chronic Pelvic Pain","year":2013,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Pelvic floor disorders treatments","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":"University of British Columbia","funders":"","keywords":"Medicine; Pelvic pain; Inguinal hernia; Surgery; Quadrant (abdomen); Abdominal pain; Chronic pain; Physical examination; Cohort; Retrospective cohort study; Hernia; Physical therapy; Internal medicine","score_opus":0.023468331765273773,"score_gpt":0.2751594781934522,"score_spread":0.2516911464281784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091139959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898407,0.0074097533,0.0002729167,0.00025380234,0.000031226184,0.00005087154,0.000096414755,0.000010840227,0.0020334998],"genre_scores_gemma":[0.9960919,0.0027819118,0.00037403865,0.00016944768,0.00012199565,0.000030005602,0.00015292171,0.0000019893534,0.0002758172],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997117,0.000081127204,0.00002751638,0.000040051415,0.00006947607,0.00007008765],"domain_scores_gemma":[0.99917465,0.00018749965,0.00046213873,0.000020062407,0.000027708496,0.00012787804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004298773,0.0001889644,0.00032125672,0.00040846012,0.00033257954,0.00019845214,0.00022204555,0.00027169703,0.0030906263],"category_scores_gemma":[0.0018476766,0.00010867512,0.00021223717,0.00041099955,0.00043126958,0.00020648842,0.00029843097,0.00035510145,0.00022451825],"study_design_candidate":"not_applicable","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":[0.0003600123,0.0001785187,0.9734123,0.00023316026,0.000055801254,0.003817685,0.00006560444,0.00006939977,0.0007907636,0.000047669248,0.00034995243,0.020619212],"study_design_scores_gemma":[0.000141916,0.0015306529,0.91361564,0.00032822712,0.00008085759,0.081683025,0.00032842657,0.00020152025,0.00041528963,0.00009088238,0.0015749703,0.000008506039],"about_ca_topic_score_codex":0.00076010294,"about_ca_topic_score_gemma":0.0013448476,"teacher_disagreement_score":0.0030906263,"about_ca_system_score_codex":0.00023215875,"about_ca_system_score_gemma":0.0006671844,"threshold_uncertainty_score":0.010339141},"labels":[],"label_agreement":null},{"id":"W2295182671","doi":"10.4293/jsls.2015.00113","title":"Low vs Standard Pressures in Gynecologic Laparoscopy: a Systematic Review","year":2016,"lang":"en","type":"review","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Laparoscopy; Pneumoperitoneum; Confidence interval; Cochrane Library; Randomized controlled trial; Meta-analysis; Surgery; Internal medicine","score_opus":0.03222449155044164,"score_gpt":0.33460859599312703,"score_spread":0.3023841044426854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295182671","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011726202,0.99806184,0.000073465664,0.00014826481,0.0000797813,0.00021371055,0.00012708506,0.0000059152057,0.000117339376],"genre_scores_gemma":[0.030833213,0.9667117,0.0006411055,0.00062262116,0.00012286719,0.0008267121,0.00014208221,0.0000062356057,0.000093374685],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99060947,0.0040098736,0.0029185615,0.0006321479,0.0015778624,0.00025194947],"domain_scores_gemma":[0.969686,0.022745911,0.0053316755,0.00031588797,0.0015922764,0.0003281835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008423776,0.0013190397,0.010734809,0.006390549,0.000574411,0.0028161472,0.0019253963,0.0022783992,0.0038858922],"category_scores_gemma":[0.042925764,0.0011820147,0.008427943,0.006930075,0.0010095033,0.002235752,0.0012795213,0.0015142587,0.00024711998],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003930004,0.0000141059245,0.0005275505,0.9708727,0.011770829,0.00005104773,0.00009085102,0.00005753595,0.000074460535,0.00009835974,0.0005512256,0.015498351],"study_design_scores_gemma":[0.0012910076,0.0004985458,0.0054784506,0.84802,0.13567697,0.00035533705,0.00024297716,0.000121168814,0.00015717601,0.00030785927,0.007806874,0.000043589214],"about_ca_topic_score_codex":0.0064438395,"about_ca_topic_score_gemma":0.017926518,"teacher_disagreement_score":0.010734809,"about_ca_system_score_codex":0.0032856818,"about_ca_system_score_gemma":0.008460122,"threshold_uncertainty_score":0.044549704},"labels":[],"label_agreement":null},{"id":"W2316757918","doi":"10.4293/108680811x13125733356477","title":"A Surgical Virtual Reality Simulator Distinguishes Between Expert Gynecologic Laparoscopic Surgeons and Perinatologists","year":2011,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"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 British Columbia; St. Paul's Hospital","funders":"","keywords":"Virtual reality; Obstetrics and gynaecology; Construct validity; Laparoscopic surgery; Medicine; Laparoscopy; Construct (python library); Medical physics; Medical education; Surgery; Computer science; Human–computer interaction; Patient satisfaction","score_opus":0.07916519848134623,"score_gpt":0.32601583737189077,"score_spread":0.24685063889054454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316757918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958605,0.00009123098,0.0028421658,0.000069179136,0.000008092254,0.00004176687,0.00005468252,0.000018021912,0.0010142621],"genre_scores_gemma":[0.9943627,0.00007575887,0.005070427,0.000052679155,0.0000069274406,0.00003576562,0.00012343205,0.000004235532,0.00026811942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931717,0.000339729,0.000060097067,0.000101875274,0.000111468995,0.00006971115],"domain_scores_gemma":[0.99599445,0.0020456533,0.00085631595,0.00021978143,0.00031172187,0.00057216006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269096,0.00032874124,0.00016854891,0.0005205051,0.00012576587,0.00034255558,0.00020265201,0.00034318987,0.0027117056],"category_scores_gemma":[0.0089506395,0.00016143278,0.00019799778,0.00011835944,0.00030829632,0.00034596768,0.0008743889,0.00022981722,0.00031595788],"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":[0.0010662876,0.0005328538,0.90948504,0.00018933522,0.00008015666,0.00034726557,0.0013296843,0.0015929239,0.015335181,0.0003325268,0.0006677836,0.06904095],"study_design_scores_gemma":[0.00012852815,0.0054712673,0.97083956,0.0001561538,0.0000811326,0.0041343565,0.0015543092,0.0072585377,0.007006295,0.00055319106,0.0027679147,0.000048782615],"about_ca_topic_score_codex":0.00037682732,"about_ca_topic_score_gemma":0.00040693194,"teacher_disagreement_score":0.0027117056,"about_ca_system_score_codex":0.00012692134,"about_ca_system_score_gemma":0.00038640987,"threshold_uncertainty_score":0.0090715885},"labels":[],"label_agreement":null},{"id":"W2317762201","doi":"10.4293/108680812x13517013317833","title":"A Pilot Feasibility Multicenter Study of Patients After Excision of Endometriosis","year":2013,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Endometriosis Research and Treatment","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":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Endometriosis; Medicine; Randomized controlled trial; Quality of life (healthcare); Pelvic pain; Surgery; Referral; Multicenter trial; Laparoscopy; General surgery; Physical therapy; Multicenter study; Gynecology; Nursing","score_opus":0.038348086292351924,"score_gpt":0.31449069504145827,"score_spread":0.27614260874910634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317762201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992349,0.00025417723,0.00059387507,0.00022665817,0.000058392005,0.005883943,0.00021509908,0.000011297201,0.0004074775],"genre_scores_gemma":[0.98590857,0.0002545667,0.0025592146,0.0008089797,0.00033959563,0.008953073,0.00060800876,0.0000076423,0.00056048436],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9934255,0.004964856,0.00033947694,0.00042956346,0.0003477613,0.0004927828],"domain_scores_gemma":[0.99267745,0.0031260205,0.0011345649,0.00095628627,0.0006216292,0.0014839876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010981767,0.001510609,0.001398705,0.00081623584,0.0014544313,0.0007164843,0.0008408521,0.0018574683,0.0052242177],"category_scores_gemma":[0.009618588,0.000923554,0.0015140732,0.0005773112,0.0017605193,0.0013595924,0.00095944933,0.0015055449,0.0010606135],"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":[0.5045268,0.22711088,0.22416218,0.0005519968,0.0009862974,0.0015767979,0.0016148904,0.0005716123,0.009401821,0.0004313555,0.0012782043,0.027787164],"study_design_scores_gemma":[0.24365634,0.6799237,0.07200161,0.00004050472,0.0003148542,0.0006696151,0.0005368136,0.0004759648,0.0010681826,0.00020807784,0.001053993,0.000050366652],"about_ca_topic_score_codex":0.0007581945,"about_ca_topic_score_gemma":0.0008957782,"teacher_disagreement_score":0.010981767,"about_ca_system_score_codex":0.0005279044,"about_ca_system_score_gemma":0.0019256703,"threshold_uncertainty_score":0.058077812},"labels":[],"label_agreement":null},{"id":"W2331122419","doi":"10.4293/jsls.2014.00251","title":"Feasibility and Safety of Outpatient Total Laparoscopic Hysterectomy","year":2015,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Hysterectomy; Nausea; Endometriosis; Ambulatory; Surgery; Complication; Prospective cohort study; Gynecology","score_opus":0.04425562422535285,"score_gpt":0.29531587558277184,"score_spread":0.251060251357419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331122419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794155,0.0004044975,0.00026417192,0.00011777196,0.000010756542,0.000015189639,0.00010397652,0.000008578292,0.0011335463],"genre_scores_gemma":[0.999363,0.00012622314,0.00021471322,0.000019205614,0.000033004202,0.0000071906716,0.00015475984,0.000003259794,0.000078745645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988906,0.00038455988,0.00011193039,0.00009495116,0.00039177533,0.00012618008],"domain_scores_gemma":[0.9898726,0.0039395946,0.0043362724,0.00041105557,0.0007457835,0.00069480104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010470724,0.0001869643,0.00023079019,0.0006131583,0.00026109396,0.0005158694,0.00027139203,0.0003253654,0.0026671016],"category_scores_gemma":[0.011913714,0.00016657812,0.00032965862,0.00029909264,0.00036189062,0.00030271066,0.00037323442,0.00038600617,0.00023733731],"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":[0.00041104289,0.00006622498,0.98120934,0.000054545682,0.000020727939,0.0013779897,0.00007792204,0.00015658293,0.0006890648,0.000026033098,0.00021701046,0.01569365],"study_design_scores_gemma":[0.000036665195,0.0016033971,0.97841966,0.000057908823,0.000028247248,0.017131707,0.00042520833,0.0011038478,0.00063339423,0.000064517975,0.00048584657,0.000009664189],"about_ca_topic_score_codex":0.0010881195,"about_ca_topic_score_gemma":0.0011753389,"teacher_disagreement_score":0.0026671016,"about_ca_system_score_codex":0.0003845939,"about_ca_system_score_gemma":0.00056782743,"threshold_uncertainty_score":0.0089223385},"labels":[],"label_agreement":null},{"id":"W2333055802","doi":"10.4293/jsls.2014.00142","title":"Comparing Technical Dexterity of Sleep-Deprived Versus Intoxicated Surgeons","year":2014,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regina Qu'Appelle Health Region; University of Saskatchewan","funders":"","keywords":"Sleep (system call); Medicine; Psychology; Physical medicine and rehabilitation; Computer science","score_opus":0.04095858495438686,"score_gpt":0.30186565411935246,"score_spread":0.2609070691649656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333055802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9998579,0.000024729883,0.000024111005,0.0000025909687,5.9027616e-7,0.0000056459994,0.000022887396,6.699833e-7,0.000060892937],"genre_scores_gemma":[0.99961567,0.000031190833,0.000112351525,0.000008523571,0.0000010880057,0.0000113304495,0.000102370235,6.510691e-7,0.00011682733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997781,0.00004331097,0.000042032512,0.000037620466,0.000058499678,0.00004045528],"domain_scores_gemma":[0.9983187,0.00042039194,0.0005943172,0.00008642429,0.00021671399,0.00036345512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048229867,0.00021860735,0.00018700924,0.0004218613,0.00018794539,0.00028436852,0.00018095474,0.00019631868,0.0018691116],"category_scores_gemma":[0.0017941651,0.00013823008,0.0002499812,0.00014756073,0.00055869506,0.0002000787,0.0004512044,0.00021779472,0.00015279747],"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":[0.018987393,0.0015878447,0.9107016,0.00020683817,0.00026907536,0.0001762458,0.00096235616,0.00038395548,0.052589703,0.000028445496,0.00008325453,0.014023261],"study_design_scores_gemma":[0.00006648494,0.007838534,0.987351,0.0000074254694,0.0000333809,0.000102721126,0.00033166326,0.00025199258,0.0039014504,0.000020092792,0.00008912369,0.000006260975],"about_ca_topic_score_codex":0.0028478168,"about_ca_topic_score_gemma":0.0039164545,"teacher_disagreement_score":0.0028478168,"about_ca_system_score_codex":0.0003436715,"about_ca_system_score_gemma":0.00043505206,"threshold_uncertainty_score":0.0062528253},"labels":[],"label_agreement":null},{"id":"W2793721373","doi":"10.4293/jsls.2017.00066","title":"Clinical Characteristics Differentiating Uterine Sarcoma and Fibroids","year":2018,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Uterine sarcoma; Uterine fibroids; Medicine; Hysterectomy; Sarcoma; Malignancy; Gynecology; Obstetrics; Leiomyoma; Surgery; Internal medicine; Pathology","score_opus":0.032205071061247655,"score_gpt":0.3342323561289366,"score_spread":0.30202728506768894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793721373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99834645,0.000326193,0.000108076034,0.000051570445,0.000009389366,0.00002936552,0.00016449198,0.0000027967737,0.00096176856],"genre_scores_gemma":[0.9993643,0.000084878855,0.00014620686,0.000020148578,0.000014429892,0.000016763857,0.00022719092,9.72702e-7,0.00012522264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995875,0.000088725305,0.00008472189,0.00006706394,0.000097541175,0.00007447056],"domain_scores_gemma":[0.9971944,0.0008446198,0.0012062985,0.000068246496,0.00021483697,0.0004715601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004847248,0.00020289679,0.0002458997,0.0016600103,0.00031887175,0.00038314532,0.00017488035,0.00036195305,0.003103939],"category_scores_gemma":[0.0045995167,0.00015673407,0.00017981388,0.0008283368,0.0004275104,0.0003238271,0.0003688366,0.0003094424,0.00031786982],"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":[0.000092201466,0.000022001735,0.99768615,0.000008766655,0.000005418944,0.0005418952,0.00004120792,0.000019382016,0.0004423818,0.000016599735,0.000059224127,0.0010648106],"study_design_scores_gemma":[0.0000120129425,0.00020529782,0.9888381,0.000012677008,0.000010556137,0.009878256,0.00028161364,0.00011962806,0.00025613353,0.000049966508,0.00033161603,0.0000042931733],"about_ca_topic_score_codex":0.0009400352,"about_ca_topic_score_gemma":0.0011340701,"teacher_disagreement_score":0.003103939,"about_ca_system_score_codex":0.0002411608,"about_ca_system_score_gemma":0.00035656674,"threshold_uncertainty_score":0.010383725},"labels":[],"label_agreement":null},{"id":"W2898261345","doi":"10.4293/jsls.2018.00023","title":"Use of Paracervical Block Before Laparoscopic Supracervical Hysterectomy","year":2018,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":13,"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; Anesthesia; Placebo; Bupivacaine; Paracervical block; Hysterectomy; Randomized controlled trial; Epinephrine; Saline; Analgesic; Surgery; Lidocaine","score_opus":0.03673699291134952,"score_gpt":0.2858472355959104,"score_spread":0.2491102426845609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898261345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914758,0.0053970255,0.0003490104,0.00022928532,0.00017656197,0.0011802838,0.00015848782,0.000023755825,0.0010096957],"genre_scores_gemma":[0.9945322,0.0024381203,0.000931812,0.00023638534,0.0002759353,0.0009510045,0.00016053802,0.000004201331,0.0004697364],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9990885,0.0003500452,0.000118805336,0.00013399262,0.00019078786,0.000117786505],"domain_scores_gemma":[0.9975133,0.0009818561,0.00081278844,0.00010765115,0.00012710465,0.00045731867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009662598,0.000448577,0.0012592126,0.0002426533,0.00035253807,0.0002858617,0.0004907147,0.00068800687,0.0031979338],"category_scores_gemma":[0.0031219725,0.0002600498,0.0005888966,0.00024043166,0.0005550134,0.00033877738,0.0002264553,0.0013946454,0.00024995214],"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":[0.80142605,0.025029048,0.01391385,0.0038780677,0.0009578069,0.00012394121,0.00021859186,0.0007343388,0.014671646,0.0001256966,0.0006550002,0.13826595],"study_design_scores_gemma":[0.20428209,0.74817985,0.039282396,0.0004532334,0.0008608076,0.00023593528,0.00007926052,0.0004197186,0.004188142,0.000083891544,0.0019095538,0.000025137046],"about_ca_topic_score_codex":0.0008115136,"about_ca_topic_score_gemma":0.0016605234,"teacher_disagreement_score":0.0031979338,"about_ca_system_score_codex":0.00045907282,"about_ca_system_score_gemma":0.0013493636,"threshold_uncertainty_score":0.01069814},"labels":[],"label_agreement":null},{"id":"W2911505359","doi":"10.4293/jsls.2018.00085","title":"Improved Outcomes Utilizing a Valveless-Trocar System during Robot-assisted Radical Prostatectomy (RARP)","year":2019,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":33,"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":"McGill University; University of Pennsylvania","keywords":"Medicine; Nausea; Prostatectomy; Vomiting; Blood loss; Surgery; Anesthesia; Complication; Body mass index; Laparoscopic radical prostatectomy; Prospective cohort study; Urology; Internal medicine; Prostate; Cancer","score_opus":0.013326988471610448,"score_gpt":0.2643455060645053,"score_spread":0.25101851759289484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911505359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992292,0.00048938114,0.00013504644,0.000010232875,0.000005273695,0.0000055890437,0.000020201647,0.0000035689188,0.000101600366],"genre_scores_gemma":[0.9996673,0.00013096214,0.000111597525,0.000012320853,0.000010972637,0.0000037413706,0.00003457397,5.278083e-7,0.000027956405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980015,0.00006120369,0.000020725554,0.000030561932,0.000056510304,0.00003090099],"domain_scores_gemma":[0.9989157,0.0002784369,0.0005909506,0.00005020018,0.000053717147,0.000111047724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003847492,0.00013098957,0.00020448059,0.00017779684,0.00008012429,0.00022793809,0.0001142633,0.00012770534,0.0005978306],"category_scores_gemma":[0.0017667396,0.00005646206,0.00026676335,0.00013640028,0.00018894134,0.00021476341,0.00016298068,0.00017950333,0.00004837165],"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":[0.009977874,0.0009293198,0.83517325,0.00047717176,0.0004677452,0.0005914043,0.00020153918,0.00087477197,0.02992293,0.0000418913,0.00025234887,0.121089675],"study_design_scores_gemma":[0.00016249636,0.017951488,0.9767303,0.000029384762,0.00014794798,0.0015770211,0.00008204171,0.00047200534,0.0024981338,0.000027169363,0.00031288643,0.0000091563825],"about_ca_topic_score_codex":0.00015363914,"about_ca_topic_score_gemma":0.0003280809,"teacher_disagreement_score":0.0005978306,"about_ca_system_score_codex":0.0000891581,"about_ca_system_score_gemma":0.00013936804,"threshold_uncertainty_score":0.0020347834},"labels":[],"label_agreement":null},{"id":"W2995085815","doi":"10.4293/jsls.2019.00050","title":"Cosmesis and Patient Satisfaction Following Laparoscopic AdnexalSurgery","year":2019,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":5,"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":"Cosmesis; Medicine; Patient satisfaction; Surgery; Scars; Laparoscopy; General surgery","score_opus":0.017267859494199258,"score_gpt":0.2666997261765946,"score_spread":0.24943186668239534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995085815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99935085,0.0002314627,0.00006683956,0.00002744066,0.000006631976,0.0000047471867,0.00005838602,0.0000019134293,0.00025170486],"genre_scores_gemma":[0.9996618,0.00005457894,0.00005473746,0.000018347206,0.0000074313944,0.0000042486568,0.00010824496,7.092252e-7,0.00008991229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948597,0.00017887667,0.0000693681,0.000055638775,0.00012478224,0.000085414846],"domain_scores_gemma":[0.9962703,0.0007577095,0.0020410784,0.000077131444,0.00028845246,0.0005652421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091721734,0.00014202567,0.00029856272,0.00054919824,0.00022032215,0.00039827934,0.00019362,0.00024883528,0.0022257746],"category_scores_gemma":[0.0037879148,0.00008988011,0.0006188839,0.00046947543,0.0002713716,0.00038388328,0.00039524666,0.00038400333,0.00015327976],"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":[0.00039956853,0.000094952054,0.9911644,0.000027594124,0.00005469022,0.00017345097,0.00007454962,0.000051349278,0.00027097992,0.000008830923,0.00009220288,0.0075874985],"study_design_scores_gemma":[0.000016563044,0.00094126194,0.9972167,0.000008055118,0.00003688885,0.0010327587,0.00024530553,0.00019804234,0.00012717705,0.000016836824,0.00015484745,0.000005488275],"about_ca_topic_score_codex":0.00046047353,"about_ca_topic_score_gemma":0.0006936041,"teacher_disagreement_score":0.0022257746,"about_ca_system_score_codex":0.0002733855,"about_ca_system_score_gemma":0.00017207698,"threshold_uncertainty_score":0.007445991},"labels":[],"label_agreement":null},{"id":"W3206069497","doi":"10.4293/jsls.2021.00060","title":"Evaluation of the Morbidity of Routine Cystoscopy Performed Intraoperatively During Total Laparoscopic Hysterectomies","year":2021,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Ureteral procedures and complications","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":"Université de Montréal","funders":"","keywords":"Cystoscopy; Medicine; Urinary system; Retrospective cohort study; Surgery; Urinary retention; General surgery; Internal medicine","score_opus":0.041145962418286684,"score_gpt":0.30286426304573033,"score_spread":0.26171830062744367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206069497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992336,0.00034225167,0.00012136345,0.000015071687,0.0000025463592,0.000010152396,0.0000709288,0.0000049279342,0.00019926688],"genre_scores_gemma":[0.9995419,0.00013569169,0.00014423575,0.000010967421,0.00000868693,0.0000049584514,0.000111270885,0.000001971232,0.00004038359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985733,0.0003845375,0.0002737697,0.00015489022,0.00046898937,0.00014446225],"domain_scores_gemma":[0.9885759,0.0029573191,0.0063437712,0.00045696128,0.00095178623,0.0007143606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011754585,0.00025991024,0.00027553225,0.0012636225,0.00028764748,0.0004992461,0.00037979076,0.00027870614,0.0009390174],"category_scores_gemma":[0.009903449,0.00027198443,0.00037478615,0.0008124746,0.0003658189,0.00049229024,0.00039255695,0.00036847196,0.000108828914],"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":[0.00008386967,0.000023594002,0.99698454,0.00001724879,0.000024290826,0.00022135038,0.00004810616,0.000023529561,0.00016822499,0.000004134746,0.0000313128,0.0023697692],"study_design_scores_gemma":[0.000003862675,0.00024594137,0.99630934,0.000011057534,0.00002188937,0.0027459715,0.00013943305,0.00012661728,0.00031397128,0.000003923339,0.000074445044,0.000003551811],"about_ca_topic_score_codex":0.0019313708,"about_ca_topic_score_gemma":0.003246715,"teacher_disagreement_score":0.0019313708,"about_ca_system_score_codex":0.0005740722,"about_ca_system_score_gemma":0.0006104422,"threshold_uncertainty_score":0.006216526},"labels":[],"label_agreement":null},{"id":"W4282932347","doi":"10.4293/jsls.2022.00013","title":"Surgical Indication and Approach are Associated with Transfusion in Hysterectomy for Benign Disease","year":2022,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hysterectomy; Blood transfusion; Odds ratio; Hematocrit; Uterine fibroids; Retrospective cohort study; Surgery; Body mass index; Obstetrics; Internal medicine","score_opus":0.020586494834070646,"score_gpt":0.2567830806180264,"score_spread":0.23619658578395575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282932347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986355,0.0008361311,0.00007630021,0.00007693253,0.00001344215,0.0000044352537,0.000118444616,0.000002015097,0.00023675518],"genre_scores_gemma":[0.99953413,0.0002261652,0.00006753053,0.000013888189,0.000013796639,0.000002520698,0.000079586425,0.0000012482668,0.000061067425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995566,0.00010749928,0.00006581805,0.00006750462,0.00012415822,0.00007849582],"domain_scores_gemma":[0.99741745,0.00047710986,0.0017271766,0.0001005545,0.00010111012,0.00017669791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046366264,0.00016378985,0.00018023961,0.00042517835,0.0002762809,0.00042173205,0.0002347201,0.0003361614,0.0016706398],"category_scores_gemma":[0.004190163,0.00020188869,0.0004140705,0.00064071955,0.00020672659,0.0002598733,0.0002879504,0.0006648321,0.00013548913],"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":[0.00007353969,0.000011101128,0.99919325,0.0000059358945,0.000018261151,0.000046705278,0.000012327031,0.0000090177455,0.00009244621,0.0000056593403,0.000030488141,0.00050124724],"study_design_scores_gemma":[0.0000036377544,0.000052514795,0.9988642,0.000010677506,0.00002638636,0.0006449283,0.00009138466,0.00014116848,0.00005239658,0.00001811508,0.00009255283,0.000002232037],"about_ca_topic_score_codex":0.0015033595,"about_ca_topic_score_gemma":0.0019781366,"teacher_disagreement_score":0.0016706398,"about_ca_system_score_codex":0.00015220142,"about_ca_system_score_gemma":0.00033062865,"threshold_uncertainty_score":0.0055888295},"labels":[],"label_agreement":null},{"id":"W4390914803","doi":"10.4293/jsls.2023.00050","title":"Spinal Anesthesia Prior to Laparoscopic Hysterectomy Resulted in Decreased Postoperative Pain and Opioid Use","year":2023,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":3,"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; Opioid; Anesthesia; Morphine; Hysterectomy; Retrospective cohort study; Oxycodone; Postoperative pain; Pelvic pain; Demographics; Surgery; Internal medicine","score_opus":0.02913388579598778,"score_gpt":0.2882995127389011,"score_spread":0.2591656269429133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390914803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996024,0.00014654422,0.000028472445,0.0000232333,0.00000569154,0.000012285653,0.000025559242,0.0000019567995,0.00015400485],"genre_scores_gemma":[0.9994148,0.0001449645,0.00007566926,0.000028956096,0.000017260654,0.00001128022,0.00010512542,0.0000011127319,0.00020075701],"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9997626,0.000039308386,0.000014255548,0.00003441347,0.0000896512,0.00005981844],"domain_scores_gemma":[0.9993005,0.0001293758,0.0003511243,0.00003305427,0.000073049734,0.000112860376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021243174,0.00015114495,0.0002464527,0.00024027446,0.0002252507,0.00022860519,0.0001872128,0.0002081201,0.0020079853],"category_scores_gemma":[0.0012390481,0.00010914391,0.00019151748,0.00020197571,0.00018397586,0.0000989489,0.00012232951,0.00034179943,0.000113771974],"study_design_candidate":"nonrandomized_trial","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":[0.005851905,0.002131343,0.94182515,0.0001773586,0.0002334719,0.00077074685,0.00018884586,0.0001102289,0.017076448,0.000026101407,0.00036981524,0.03123848],"study_design_scores_gemma":[0.00013049987,0.0046190196,0.9935609,0.000010939247,0.00004240676,0.00055158034,0.00006916645,0.00006134901,0.0006983729,0.0000060626435,0.00024625525,0.0000035210005],"about_ca_topic_score_codex":0.003415274,"about_ca_topic_score_gemma":0.007968321,"teacher_disagreement_score":0.003415274,"about_ca_system_score_codex":0.00036605418,"about_ca_system_score_gemma":0.00060139847,"threshold_uncertainty_score":0.006790817},"labels":[],"label_agreement":null},{"id":"W4406598710","doi":"10.4293/jsls.2024.00040","title":"Predicting Robotic Hysterectomy Incision Time: Optimizing Surgical Scheduling with Machine Learning","year":2024,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"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":"National Center for Advancing Translational Sciences; York University; National Institutes of Health; National Science Foundation","keywords":"Hysterectomy; Computer science; Medicine; Artificial intelligence; Surgery","score_opus":0.02131976514441775,"score_gpt":0.2832383679783957,"score_spread":0.26191860283397794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406598710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134232,0.0008579371,0.082087375,0.0013069408,0.00007025311,0.00011264433,0.0006357272,0.0004945798,0.0010114708],"genre_scores_gemma":[0.98204607,0.00010469498,0.016840342,0.00008522664,0.000045162757,0.000041013183,0.0004934151,0.000016653332,0.00032742452],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994203,0.00027477986,0.00003904268,0.00013198511,0.000055338158,0.000078599194],"domain_scores_gemma":[0.9971041,0.001962992,0.00045621127,0.000070230926,0.00025940296,0.00014705131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023997142,0.0006502316,0.0005867693,0.00089970144,0.00020514747,0.0008134018,0.0006961271,0.00051788025,0.0008820506],"category_scores_gemma":[0.0060785594,0.0003354878,0.0007071196,0.00050229725,0.0001784783,0.0005570225,0.0004392247,0.00082629814,0.00025345318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003766399,0.0005510729,0.2339954,0.00008501287,0.00022026512,0.000070274655,0.00006149753,0.68957114,0.00058885664,0.0003105537,0.0019260197,0.072243296],"study_design_scores_gemma":[0.000012305434,0.000080808335,0.008132493,0.00001206814,0.000020235962,0.000012894226,0.00001645916,0.99106896,0.00019461506,0.00031422623,0.00012882825,0.0000059670506],"about_ca_topic_score_codex":0.010719486,"about_ca_topic_score_gemma":0.007612664,"teacher_disagreement_score":0.010719486,"about_ca_system_score_codex":0.00088272826,"about_ca_system_score_gemma":0.0015921829,"threshold_uncertainty_score":0.021314144},"labels":[],"label_agreement":null},{"id":"W4410137968","doi":"10.4293/jsls.2025.00019","title":"Pelvic Organ Prolapse Mesh Graft Revision Surgery: Rates of Complication by Surgical Approach","year":2025,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Pelvic floor disorders 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 Ottawa; Dalhousie University; Ottawa Hospital","funders":"","keywords":"Medicine; Surgery; Complication; Surgical complication; Surgical mesh; General surgery; Hernia","score_opus":0.020485868149467252,"score_gpt":0.2969694396222562,"score_spread":0.27648357147278896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410137968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986877,0.0006542221,0.00013038986,0.000028012742,0.000005733653,0.000010425287,0.00028534952,0.000003515822,0.00019459556],"genre_scores_gemma":[0.999584,0.0001238422,0.000059220787,0.000008738099,0.0000077198065,0.0000058988803,0.0001668451,0.0000013991787,0.000042326898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886644,0.0002532375,0.00017716027,0.00019194616,0.00035393063,0.0001573199],"domain_scores_gemma":[0.9955124,0.0008454832,0.0028556373,0.00014842342,0.00031833825,0.00031970887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010696831,0.00022020603,0.0002992036,0.00094546407,0.00017868468,0.0005278899,0.0003081999,0.00031353335,0.0016894997],"category_scores_gemma":[0.005485691,0.0001898783,0.00073585403,0.0008672878,0.00020116311,0.00045134465,0.000501127,0.00037131834,0.00016352894],"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":[0.00012250702,0.000013826405,0.99804807,0.00002059818,0.000064530315,0.000038309085,0.000021268559,0.000025412855,0.00008193894,0.000005438993,0.00004186732,0.0015162104],"study_design_scores_gemma":[0.000006965741,0.00012805357,0.99883765,0.000014802015,0.000028274979,0.0006101929,0.00009177866,0.0001536461,0.0000625032,0.000010897888,0.00005169324,0.0000035705973],"about_ca_topic_score_codex":0.0010742613,"about_ca_topic_score_gemma":0.0013036105,"teacher_disagreement_score":0.0016894997,"about_ca_system_score_codex":0.00020994754,"about_ca_system_score_gemma":0.00022795287,"threshold_uncertainty_score":0.005657077},"labels":[],"label_agreement":null},{"id":"W4416987265","doi":"10.4293/jsls.2025.00064","title":"Predictors of Perioperative Opioid Use in Hysterectomy Patients","year":2025,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Opioid Use Disorder 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":"Jewish General Hospital; University of Toronto; St. Michael's Hospital; Mount Sinai Hospital","funders":"","keywords":"Opioid; Hysterectomy; Perioperative; Pain management; MEDLINE","score_opus":0.013569953695534655,"score_gpt":0.26754583454035175,"score_spread":0.2539758808448171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416987265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993099,0.00026073685,0.000025163754,0.00005997628,0.0000041613725,0.0000042075435,0.00012867872,0.0000011819623,0.00020605026],"genre_scores_gemma":[0.9996393,0.00013323291,0.00003241632,0.0000144571995,0.00000549694,0.000003893842,0.00012862061,5.65267e-7,0.00004212169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998153,0.000033894652,0.000025302463,0.000022062402,0.00006131848,0.000042247717],"domain_scores_gemma":[0.9987614,0.00029373818,0.0006311691,0.000029421828,0.00009032733,0.0001939788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021864488,0.000103570375,0.00013203896,0.00025452112,0.00022088377,0.0003304626,0.00015979182,0.00016721146,0.0016702183],"category_scores_gemma":[0.0021525729,0.00010916307,0.00015753537,0.00041811855,0.00014523428,0.00014088953,0.00017423405,0.0003737279,0.00011401458],"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":[0.000029824974,0.000010008328,0.9993362,0.000004206483,0.0000073711117,0.000034794914,0.000015589978,0.000010657753,0.000048879447,0.0000024138294,0.000034794117,0.0004652226],"study_design_scores_gemma":[0.0000032124585,0.000056837478,0.99945253,0.0000058705064,0.00000875965,0.00020443597,0.00009403735,0.00007369373,0.000027963142,0.000006681739,0.000064531465,0.0000014709418],"about_ca_topic_score_codex":0.0046353685,"about_ca_topic_score_gemma":0.0069526066,"teacher_disagreement_score":0.0046353685,"about_ca_system_score_codex":0.00022903651,"about_ca_system_score_gemma":0.0004807628,"threshold_uncertainty_score":0.009216785},"labels":[],"label_agreement":null},{"id":"W4416987400","doi":"10.4293/jsls.2025.00077","title":"Learning Curve in Robotic Colorectal Surgery","year":2025,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"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":"Learning curve; Credentialing; Colorectal surgery; Robotic surgery; MEDLINE","score_opus":0.02611984589342609,"score_gpt":0.2983094648887189,"score_spread":0.2721896189952928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416987400","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010289334,0.9805557,0.0022120755,0.003206509,0.00031314278,0.00027469426,0.0002744759,0.000026389607,0.0028477493],"genre_scores_gemma":[0.27550972,0.7120087,0.006814172,0.0026071253,0.0008900039,0.0009125068,0.0006452913,0.00004597866,0.0005664684],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9691454,0.014646782,0.008043075,0.0014298315,0.0062946016,0.00044024482],"domain_scores_gemma":[0.7986573,0.14416084,0.04298165,0.0015113523,0.01124637,0.0014425523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024785034,0.00057073304,0.0016737985,0.0048217205,0.0004409115,0.0036329476,0.0015241606,0.0011916438,0.0034863434],"category_scores_gemma":[0.1461171,0.00040990044,0.0033442208,0.0034121333,0.0018640538,0.004568626,0.002386922,0.0019380879,0.0003292977],"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":[0.00091248326,0.0001311594,0.015613217,0.2980522,0.003046055,0.00016121208,0.001270952,0.002086281,0.00018427809,0.0033508795,0.0041851657,0.67100614],"study_design_scores_gemma":[0.000620042,0.002638909,0.07365662,0.7771461,0.008535144,0.0032502362,0.003181933,0.0016134036,0.0014362786,0.016671848,0.11091757,0.000332008],"about_ca_topic_score_codex":0.0024215989,"about_ca_topic_score_gemma":0.0030690709,"teacher_disagreement_score":0.024785034,"about_ca_system_score_codex":0.0032091818,"about_ca_system_score_gemma":0.0076021776,"threshold_uncertainty_score":0.13107729},"labels":[],"label_agreement":null}]}