{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":251,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":251,"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":"50e99037518d","filters":{"topic":"Stoma care and complications"}},"results":[{"id":"W2141780834","doi":"10.1002/j.2051-5545.2010.tb00296.x","title":"WPA guidance on how to combat stigmatization of psychiatry and psychiatrists","year":2010,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Stoma care and complications","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Bacteroides fragilis; Medicine; Bacteroides; Colostomy; Klebsiella; Enterobacter; Incidence (geometry); Internal medicine; Bacteria; Microbiology; Gastroenterology; Escherichia coli; Surgery; Antibiotics; Biology","authors":[{"name":"Norman Sartorius","is_ca":false},{"name":"Wolfgang Gäebel","is_ca":false},{"name":"Helen-Rose Cleveland","is_ca":false},{"name":"Heather Stuart","is_ca":true},{"name":"Tsuyoshi Akiyama","is_ca":false},{"name":"Julio Arboleda‐Flórez","is_ca":true},{"name":"Anja Esther Baumann","is_ca":false},{"name":"Oye Gureje","is_ca":false},{"name":"Miguel Jorge","is_ca":false},{"name":"Marianne Kastrup","is_ca":false},{"name":"Yuriko Suzuki","is_ca":false},{"name":"Allan Tasman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009237384182224959,"gpt":0.2780403432584584,"spread":0.2688029590762335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267356,0.0001988732,0.0002907434,0.0003564848,0.000111818,0.00002256094,0.0001596786,0.00008807782,0.00007157957],"category_scores_gemma":[0.00004270222,0.0001862998,0.0000986507,0.0007696112,0.00007171752,0.00005277991,0.0000322237,0.0003222846,0.00003035401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001329462,"about_ca_system_score_gemma":0.000172647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001790921,"about_ca_topic_score_gemma":0.001080723,"domain_scores_codex":[0.9987821,0.00002344927,0.0003188691,0.0003815225,0.0002777663,0.0002162898],"domain_scores_gemma":[0.9986995,0.00004395187,0.0001601051,0.0007659772,0.00009084684,0.000239594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001997143,0.0005460474,0.5406796,0.0002492437,0.0000566621,4.924436e-7,0.00008234611,0.00000344351,0.0027257,0.2595404,0.1893274,0.006588876],"study_design_scores_gemma":[0.001242092,0.000342623,0.9590092,0.0003709749,0.0001103183,0.00003683533,0.0001195604,0.00004680937,0.0002996123,0.006045644,0.03211242,0.0002638504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7921045,0.002076338,0.001287941,0.1616327,0.007204575,0.001061902,0.00008661933,0.0002061688,0.0343393],"genre_scores_gemma":[0.9374369,0.00002389851,0.05565031,0.004612554,0.0008471362,0.00005418142,0.0000299392,0.00004073577,0.001304314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4183296,"threshold_uncertainty_score":0.7597085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044776426","doi":"10.1111/j.0730-7659.2005.00373.x","title":"Episiotomy Rates Around the World: An Update","year":2005,"lang":"en","type":"article","venue":"Birth","topic":"Stoma care and complications","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Episiotomy; Government (linguistics); Clinical Practice; Developing country; Medicine; Business; Family medicine; Economics; Economic growth; Pregnancy","authors":[{"name":"Ian D. Graham","is_ca":true},{"name":"Guillermo Carroli","is_ca":false},{"name":"Christine Davies","is_ca":false},{"name":"Jennifer Medves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02546920541099858,"gpt":0.3314827939977763,"spread":0.3060135885867777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006162839,0.00005770846,0.00007500262,0.00004864621,0.00008946733,0.00002265178,0.00009550415,0.00001538034,0.0004496354],"category_scores_gemma":[0.00001034797,0.00003547636,0.00003502733,0.000204593,0.0000380639,0.00005493133,0.00001748492,0.00007546646,0.0007185824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001865272,"about_ca_system_score_gemma":0.00003709959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001496683,"about_ca_topic_score_gemma":0.0001775578,"domain_scores_codex":[0.9995747,0.00001607654,0.00008836259,0.0001139786,0.00009396903,0.0001128702],"domain_scores_gemma":[0.9994462,0.00003594276,0.00002213849,0.0003880572,0.00004222419,0.00006541361],"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":[0.0002203565,0.0008205047,0.09527099,0.00004093348,0.0002028128,0.00003926134,0.001275222,0.00004864208,0.00657041,0.1440791,0.2548554,0.4965763],"study_design_scores_gemma":[0.000258979,0.00003709448,0.1105531,0.000008386275,0.00001964695,0.00003049392,0.0001148325,0.0003077338,0.001218486,0.0005195448,0.886878,0.00005366545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148359,0.0006130181,0.0002206027,0.03258076,0.0000747797,0.0002841961,0.000006263079,0.0001392623,0.05124525],"genre_scores_gemma":[0.9823771,0.00002697856,0.000883302,0.006410082,0.0005390857,0.00003284404,0.00001582248,0.00001012405,0.009704632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6320226,"threshold_uncertainty_score":0.9236162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989438706","doi":"10.1371/journal.pone.0037813","title":"Peristomal Skin Complications Are Common, Expensive, and Difficult to Manage: A Population Based Cost Modeling Study","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Stoma care and complications","field":"Medicine","cited_by":127,"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","funders":"Herlev Hospital; Cambridge University Hospitals; Coloplast; University of Cambridge; Cleveland Clinic","keywords":"Medicine; Intensive care medicine; Computer science","authors":[{"name":"Søren Meisner","is_ca":false},{"name":"Paul‐Antoine Lehur","is_ca":false},{"name":"Brendan Moran","is_ca":false},{"name":"Lina Martins","is_ca":true},{"name":"Gregor B. E. Jemec","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1049069057078494,"gpt":0.3080056177960442,"spread":0.2030987120881949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006154361,0.0001162524,0.0002555712,0.0001178441,0.0001954586,0.00002273257,0.0000604105,0.00003676695,0.00002215109],"category_scores_gemma":[0.00006507151,0.0001151352,0.00002777908,0.0002429941,0.00001245828,0.00007133387,0.00004955441,0.0001025157,0.00005255416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007526152,"about_ca_system_score_gemma":0.000008876475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045555,"about_ca_topic_score_gemma":0.0001242293,"domain_scores_codex":[0.9991081,0.00003546223,0.0002040766,0.0002107541,0.0002528676,0.0001886832],"domain_scores_gemma":[0.9989999,0.00004672857,0.00005400216,0.0004314396,0.0002536298,0.0002143126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007406712,0.008479185,0.9848706,0.00007107147,0.0001382398,0.000002895772,0.002196142,0.000116431,0.002491791,0.0001994095,0.000296295,0.001063876],"study_design_scores_gemma":[0.0006375097,0.0001342136,0.9767804,0.0001021685,0.0002717874,0.000005512625,0.001859753,0.01989115,0.0001185152,0.00000992879,0.00005823403,0.0001307932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938191,0.0001007798,0.001949717,0.001929429,0.0000136621,0.001528819,0.0000174935,0.0001088228,0.000532134],"genre_scores_gemma":[0.9956189,0.000001992134,0.002435505,0.001113387,0.00009291115,0.0005162891,0.0001255145,0.00002215679,0.00007337728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977472,"threshold_uncertainty_score":0.4695078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061163249","doi":"10.1046/j.1523-5394.2000.81012.x","title":"A Qualitative Study of Patient Perspectives on Colorectal Cancer","year":2000,"lang":"en","type":"article","venue":"Cancer Practice","topic":"Stoma care and complications","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Psychosocial; Qualitative research; Coping (psychology); Family medicine; Social support; Focus group; Patient satisfaction; Perception; Nursing; Psychiatry; Psychotherapist","authors":[{"name":"Tina B. Sahay","is_ca":true},{"name":"Ross E. Gray","is_ca":true},{"name":"Margaret I. Fitch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04435776182768937,"gpt":0.4546356934835847,"spread":0.4102779316558954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007990545,0.00008328957,0.0001681962,0.00004345795,0.00005756989,0.000005861169,0.00004668607,0.00002527114,0.001460572],"category_scores_gemma":[0.000167103,0.00007149277,0.00003812345,0.0002444505,0.00004518213,0.00009822569,0.000008701668,0.0001445676,0.00003364696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979115,"about_ca_system_score_gemma":0.0001787792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189084,"about_ca_topic_score_gemma":0.0001331756,"domain_scores_codex":[0.9991382,0.0001475643,0.0001555494,0.0002185357,0.0002397694,0.0001003768],"domain_scores_gemma":[0.998937,0.0003672788,0.0001121098,0.0001850097,0.0003439018,0.00005474939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00328825,0.003818699,0.0005688061,0.00001913595,0.0005127881,0.0000189532,0.9286531,0.00008418902,0.0008002496,0.0007934421,0.003313473,0.05812895],"study_design_scores_gemma":[0.001510755,0.003786888,0.01211435,0.00007533327,0.0003725475,0.00001584549,0.9511226,0.00001676153,0.001424717,0.00002837014,0.02940833,0.0001235437],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602906,0.001389847,0.000002485732,0.002675984,0.00006201473,0.0005396791,0.00001964344,0.00002556399,0.03499421],"genre_scores_gemma":[0.9977023,0.0003782884,0.00007676495,0.0007148708,0.00008426528,0.0005381285,0.000001751797,0.00001152891,0.0004921182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0580054,"threshold_uncertainty_score":0.9994522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979485539","doi":"10.12968/bjon.2010.19.15.77691","title":"The Ostomy Skin Tool: tracking peristomal skin changes","year":2010,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; London Health Sciences Centre","funders":"","keywords":"Medicine; Skin care; Categorical variable; Reliability (semiconductor); Dermatology; Nursing; Computer science","authors":[{"name":"Lina Martins","is_ca":true},{"name":"Elizabeth A. Ayello","is_ca":false},{"name":"Ineke Claessens","is_ca":false},{"name":"Anne Steen Hansen","is_ca":false},{"name":"Lis Hentze Poulsen","is_ca":false},{"name":"R. Gary Sibbald","is_ca":true},{"name":"Gregor B. E. Jemec","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02356488025732713,"gpt":0.311237065107183,"spread":0.2876721848498559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000312984,0.00007498108,0.0001746253,0.00006631917,0.0003683233,0.0001589957,0.000156339,0.00006268855,0.00006324932],"category_scores_gemma":[0.000180717,0.00006791235,0.0001349718,0.0001360219,0.000136212,0.0001016312,0.0000094924,0.000573942,0.000005849097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005606314,"about_ca_system_score_gemma":0.00009724409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001753614,"about_ca_topic_score_gemma":0.0000874021,"domain_scores_codex":[0.9991227,0.00002900594,0.0002652683,0.00009314626,0.000283798,0.0002060199],"domain_scores_gemma":[0.9991291,0.0001004496,0.000180911,0.0001511848,0.0003354873,0.0001028396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000394242,0.000095154,0.0003207725,0.00000518284,0.00002491977,0.0001880409,0.000474185,2.576794e-7,0.008224615,0.0001981614,0.007512981,0.9829163],"study_design_scores_gemma":[0.001448937,0.0003841531,0.6381037,0.00154797,0.0002074505,0.1383009,0.002621044,0.00005771472,0.006648574,0.0008438442,0.209618,0.0002177972],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837752,0.002863396,0.0003092439,0.006332879,0.001007976,0.0001047046,0.000002907419,0.00002065161,0.005583054],"genre_scores_gemma":[0.9964007,0.0001750636,0.001376246,0.000317052,0.001414401,0.000003009761,0.000001456653,0.00001938875,0.0002926626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9826985,"threshold_uncertainty_score":0.2832882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129350137","doi":"10.1111/j.1365-2133.2010.10093.x","title":"Assessing peristomal skin changes in ostomy patients: validation of the Ostomy Skin Tool","year":2010,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Stoma care and complications","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Public Health Ontario; London Health Sciences Centre","funders":"","keywords":"Medicine; Health professionals; Scale (ratio); Categorical variable; Nursing assessment; Nursing; Nurse practitioners; Health care; MEDLINE; Family medicine; Physical therapy","authors":[{"name":"Gregor B. E. Jemec","is_ca":false},{"name":"Laura Bezerra Martins","is_ca":true},{"name":"Ineke Claessens","is_ca":false},{"name":"Elizabeth A. Ayello","is_ca":false},{"name":"Anne Steen Hansen","is_ca":false},{"name":"Lis Hentze Poulsen","is_ca":false},{"name":"R. Gary Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01041082822877707,"gpt":0.2750689416190242,"spread":0.2646581133902471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251147,0.00007654971,0.0003027053,0.0001563063,0.00006856073,0.00003170569,0.0001734773,0.0001151819,0.0001024233],"category_scores_gemma":[0.000288645,0.00007084557,0.0001065628,0.0002257171,0.0001137538,0.0001708706,0.00004171501,0.0004457786,0.000003005006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160288,"about_ca_system_score_gemma":0.0001564466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005245864,"about_ca_topic_score_gemma":0.0002185849,"domain_scores_codex":[0.9989526,0.000102011,0.0004725725,0.00009764171,0.0002233184,0.0001518201],"domain_scores_gemma":[0.9988654,0.0000872819,0.0004087248,0.0001653328,0.0004251473,0.00004808777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007673412,0.0006756613,0.8166453,0.0001125086,0.00007040723,0.0004728588,0.0007121476,0.000001663494,0.01213713,0.0002886084,0.00363533,0.1651716],"study_design_scores_gemma":[0.001610794,0.00005589824,0.9342963,0.0002048414,0.00004611173,0.03044799,0.0002651616,0.00001295167,0.02613735,0.000106811,0.006741656,0.00007411359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960337,0.0001840964,0.0000966359,0.002270524,0.0004021051,0.0001568547,0.000005780777,0.000006233747,0.0008440178],"genre_scores_gemma":[0.9988263,0.00002799931,0.0006319981,0.0003661005,0.00009821056,0.000007756787,0.000006349566,0.00001140179,0.00002386728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650975,"threshold_uncertainty_score":0.2888998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061752224","doi":"10.1007/s10350-004-6321-y","title":"Reconstructive Surgery for Failed Ileal Pouch-Anal Anastomosis","year":2002,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Surgery; Anastomosis; Pouch; Ileostomy; Ulcerative colitis; Colorectal surgery; Pouchitis; Proctocolectomy; Fistula; Surgical anastomosis; Abdominal surgery; Internal medicine; Disease","authors":[{"name":"Anthony R. MacLean","is_ca":true},{"name":"Brenda I. O’Connor","is_ca":true},{"name":"Robert Parkes","is_ca":true},{"name":"Zane Cohen","is_ca":true},{"name":"Robin S. McLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03524450279818249,"gpt":0.263856696283946,"spread":0.2286121934857636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004482763,0.00009713625,0.0002726746,0.00007602441,0.0001068989,0.000007430697,0.0001250478,0.00004255695,0.00034499],"category_scores_gemma":[0.0004385493,0.00007211309,0.0004383998,0.0002418838,0.0001206331,0.00003430203,0.00003292587,0.00006020062,0.00001535619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005578346,"about_ca_system_score_gemma":0.00007851781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002225332,"about_ca_topic_score_gemma":0.00001269334,"domain_scores_codex":[0.9992628,0.00004045941,0.0002037263,0.0001815519,0.0001502154,0.0001612338],"domain_scores_gemma":[0.9987426,0.0004441217,0.0001268052,0.0003900947,0.0001932119,0.000103103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001535127,0.001162793,0.5143425,0.0003480162,0.0009701343,0.00001124641,0.0004776259,0.00001194181,0.002195335,0.001736643,0.3636415,0.1135671],"study_design_scores_gemma":[0.001366523,0.0003691902,0.9755224,0.0002644417,0.001514893,0.00005188653,0.0005743966,0.0009070269,0.006572982,0.002319435,0.01022701,0.0003098109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921418,0.000984981,0.00007387505,0.003444193,0.0003660198,0.0006259938,0.0002667907,0.0000532677,0.00204306],"genre_scores_gemma":[0.9985672,0.000027924,0.0001323935,0.0004461248,0.000119141,0.0001557941,0.00002100332,0.00001401112,0.0005163559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4611798,"threshold_uncertainty_score":0.3777398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047102245","doi":"10.1007/s10350-008-9248-x","title":"A Prospective Evaluation of Sexual Function and Quality of Life After Ileal Pouch-Anal Anastomosis","year":2008,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Sexual function; Anastomosis; Pouch; Surgery; Quality of life (healthcare); Colorectal surgery; Proctocolectomy; Abdominal surgery; Internal medicine; Disease; Ulcerative colitis","authors":[{"name":"Justin Davies","is_ca":true},{"name":"Brenda I. O’Connor","is_ca":false},{"name":"Charles Victor","is_ca":true},{"name":"Helen MacRae","is_ca":true},{"name":"Zane Cohen","is_ca":true},{"name":"Robin S. McLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06314872185382661,"gpt":0.3232101229891597,"spread":0.2600614011353332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001659877,0.00006718207,0.0002261571,0.00005189095,0.00004335241,0.000001343733,0.00005080006,0.00003363498,0.00006697499],"category_scores_gemma":[0.0004814614,0.00005018541,0.00008853134,0.0002013691,0.000176533,0.00003368704,0.00003525551,0.00004663657,9.083012e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004591955,"about_ca_system_score_gemma":0.0002681856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001835179,"about_ca_topic_score_gemma":0.00005491696,"domain_scores_codex":[0.9989836,0.0001351109,0.000246909,0.0001426484,0.0004255216,0.00006623581],"domain_scores_gemma":[0.9988049,0.0000829963,0.0001997796,0.0002834355,0.0005671863,0.00006172067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002389127,0.0004313739,0.9878879,0.0001444436,0.0001843354,2.022191e-7,0.0004167287,0.00001285758,0.006197864,0.0001914673,0.0004531803,0.001690515],"study_design_scores_gemma":[0.0009143336,0.0004175622,0.9955738,0.00003201038,0.0007503349,0.000002313272,0.0002626479,0.0001236839,0.001466987,0.0004050251,0.000008202977,0.00004315016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976724,0.001123917,0.00002771594,0.0002385867,0.00005849313,0.0004952198,0.00008505225,0.00001016827,0.0002884538],"genre_scores_gemma":[0.9996842,0.000009096025,0.00002091604,0.00009268001,0.00003821173,0.00009463172,0.00001090798,0.000005676822,0.0000437416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007685843,"threshold_uncertainty_score":0.2046502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318019570","doi":"10.1097/dcr.0b013e3182686213","title":"Rectal Cancer Patients’ Quality of Life With a Temporary Stoma","year":2012,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Ileostomy; Quality of life (healthcare); Stoma (medicine); Colorectal cancer; Qualitative research; Grounded theory; General surgery; Surgery; Cancer; Internal medicine; Nursing","authors":[{"name":"Heather B. Neuman","is_ca":false},{"name":"Jason Park","is_ca":true},{"name":"Sarah Fuzesi","is_ca":false},{"name":"Larissa K. Temple","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02803112450898932,"gpt":0.3080658849602807,"spread":0.2800347604512914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005470282,0.000077115,0.0002198603,0.00003066476,0.00004056407,0.000001806931,0.0001129467,0.00002803782,0.00007162331],"category_scores_gemma":[0.0002079745,0.00004753368,0.0001212125,0.0001991406,0.0001037273,0.00004591689,0.00004851648,0.00005604268,0.000002791158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003739948,"about_ca_system_score_gemma":0.0002331804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003685949,"about_ca_topic_score_gemma":0.00003114878,"domain_scores_codex":[0.9992662,0.0000705914,0.0001993543,0.00009589712,0.0002466961,0.0001212628],"domain_scores_gemma":[0.9990196,0.0000917959,0.0002019708,0.0003584865,0.0001903781,0.000137727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007823079,0.0006236203,0.9929888,0.0001073284,0.00008554846,1.173924e-7,0.0001584773,7.980352e-7,0.0003670452,0.0001228547,0.003920224,0.0008429234],"study_design_scores_gemma":[0.0006347042,0.0002111182,0.9966097,0.0000945967,0.0001539563,6.136135e-7,0.0001067777,0.000002477824,0.00158976,0.0000310092,0.000506539,0.00005872038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958278,0.001810866,0.000003878289,0.0005490838,0.0001390155,0.000362005,0.0001516342,0.00002304534,0.001132687],"genre_scores_gemma":[0.9993178,0.00001162047,0.00002403648,0.000351577,0.00006923288,0.00007801105,0.00001987442,0.00001080275,0.0001170266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003620972,"threshold_uncertainty_score":0.1938367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604192320","doi":"10.1097/dcr.0000000000000819","title":"Risk Factors Associated With Nonclosure of Defunctioning Stomas After Sphincter-Preserving Low Anterior Resection of Rectal Cancer: A Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Stoma (medicine); Meta-analysis; General surgery; Surgery; Cancer; Internal medicine","authors":[{"name":"Xin Zhou","is_ca":false},{"name":"Bingyan Wang","is_ca":false},{"name":"Fei Li","is_ca":false},{"name":"Jilian Wang","is_ca":false},{"name":"Wei Fu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1169898922625257,"gpt":0.3710227688479192,"spread":0.2540328765853934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302923,0.0003577876,0.003431991,0.0003651041,0.0001719402,0.00002024261,0.0004749962,0.0001995515,0.0002512588],"category_scores_gemma":[0.001097109,0.0002054158,0.004171602,0.0009323536,0.0001895978,0.00007423364,0.0001878494,0.0003138087,6.286845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001926974,"about_ca_system_score_gemma":0.0005331052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142978,"about_ca_topic_score_gemma":0.001841077,"domain_scores_codex":[0.9976511,0.0004388219,0.0007615268,0.000408221,0.0005447437,0.0001955859],"domain_scores_gemma":[0.9944876,0.0004501152,0.002832924,0.001419673,0.0007104135,0.00009929188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002064644,0.001170459,0.2642142,0.0216241,0.6693675,0.00001915782,0.0005083774,0.0001223176,0.00003891125,0.000004192857,0.0005855031,0.04028057],"study_design_scores_gemma":[0.0003701668,0.0005122392,0.1671157,0.007583446,0.8202491,0.000003673211,0.00004837887,0.00003341138,0.00009985438,0.00001135749,0.0037059,0.0002667896],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1602956,0.8364775,0.00001317111,0.00002940721,0.0001614757,0.0009239963,0.001994268,0.00002586368,0.00007873672],"genre_scores_gemma":[0.6701886,0.328762,0.00001164778,0.000007778012,0.00004983872,0.0004328343,0.0001623962,0.000047812,0.0003371068],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5098931,"threshold_uncertainty_score":0.8376612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921468349","doi":"10.1097/won.0000000000000513","title":"Peristomal Medical Adhesive-Related Skin Injury","year":2019,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Dermatology; General surgery","authors":[{"name":"Kimberly LeBlanc","is_ca":true},{"name":"Ian Whiteley","is_ca":true},{"name":"Laurie McNichol","is_ca":true},{"name":"Ginger Salvadalena","is_ca":true},{"name":"Mikel Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005280948364166287,"gpt":0.2821007647887505,"spread":0.2768198164245843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497578,0.0001045526,0.0003144821,0.0001390696,0.00007488929,0.00002848727,0.0001051791,0.0001191519,0.0004942187],"category_scores_gemma":[0.0001004502,0.00008438205,0.0001180456,0.0001778486,0.0001386455,0.0001535552,0.00001289779,0.0004037334,0.00004162326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005883343,"about_ca_system_score_gemma":0.0002420908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005157277,"about_ca_topic_score_gemma":5.972349e-7,"domain_scores_codex":[0.9988467,0.00003371557,0.0004147997,0.0001281642,0.0004074045,0.0001692233],"domain_scores_gemma":[0.999094,0.0000799214,0.0002289981,0.0001392892,0.0002644205,0.0001933741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002503759,0.001047192,0.1587038,0.0001591846,0.0004239546,0.0004430741,0.00688421,0.000002122783,0.03982609,0.007170479,0.01851545,0.7643206],"study_design_scores_gemma":[0.008969196,0.004560629,0.8212628,0.006646594,0.0007899816,0.02459107,0.006817594,0.0009324367,0.006219717,0.001785874,0.1167321,0.000691957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826711,0.001617886,0.0001844572,0.007084339,0.0004513255,0.0001212678,8.18166e-7,0.00001210619,0.007856701],"genre_scores_gemma":[0.9977412,0.00009806181,0.0003915674,0.0007506098,0.0002198117,0.000001250848,0.000001351935,0.000009984352,0.0007862091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7636287,"threshold_uncertainty_score":0.5411348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2418773003","doi":"10.1097/dcr.0000000000000605","title":"Systematic Review and Meta-Analysis of Extraperitoneal Versus Transperitoneal Colostomy for Preventing Parastomal Hernia","year":2016,"lang":"en","type":"review","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Colostomy; Meta-analysis; Stoma (medicine); MEDLINE; General surgery; Colorectal surgery; Systematic review; Surgery; Abdominal surgery; Internal medicine","authors":[{"name":"Leonard F. Kroese","is_ca":false},{"name":"Gijs H. J. de Smet","is_ca":false},{"name":"Johannes Jeekel","is_ca":false},{"name":"Gert‐Jan Kleinrensink","is_ca":false},{"name":"Johan F. Lange","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09170242862600833,"gpt":0.395422717216726,"spread":0.3037202885907176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635532,0.0003546404,0.006772296,0.0001736112,0.00008192976,0.000008626633,0.0003765649,0.0001294286,0.000101464],"category_scores_gemma":[0.0004196653,0.0001885099,0.005978151,0.0006206895,0.000157903,0.00002926435,0.00005969908,0.0001047121,0.000002375028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006161883,"about_ca_system_score_gemma":0.0002798511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007382703,"about_ca_topic_score_gemma":0.00001084266,"domain_scores_codex":[0.9975606,0.0003486236,0.001189209,0.0003864048,0.0003126643,0.0002024842],"domain_scores_gemma":[0.9964026,0.001157484,0.001136984,0.0009284962,0.0002508966,0.0001235267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001071303,0.0001401792,0.00000527165,0.8313127,0.165047,0.000001397638,0.00001711742,9.007845e-8,0.000002049086,0.00009859858,0.0001453797,0.003123036],"study_design_scores_gemma":[0.0003047536,0.000191607,0.00004165112,0.04638036,0.9422939,0.00001187796,0.000008673246,0.000003256807,0.000003536244,0.000007046303,0.01059362,0.0001596898],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007659643,0.9916815,0.00001865315,0.0002350189,0.00007692134,0.005866474,0.001966663,0.00002268256,0.00005551481],"genre_scores_gemma":[0.001748293,0.9945078,0.00006824195,0.00008521683,0.00003152998,0.003091861,0.0001204399,0.0000410646,0.0003055027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7849324,"threshold_uncertainty_score":0.768721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782520700","doi":"10.1097/won.0000000000000389","title":"A Randomized Controlled Trial Determining Variances in Ostomy Skin Conditions and the Economic Impact (ADVOCATE Trial)","year":2018,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Randomized controlled trial; Quality of life (healthcare); Clinical trial; Physical therapy; Surgery; Nursing; Internal medicine","authors":[{"name":"Janice C. Colwell","is_ca":false},{"name":"Joyce Pittman","is_ca":false},{"name":"Rose Raizman","is_ca":false},{"name":"Ginger Salvadalena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492765620147378,"gpt":0.340193521905392,"spread":0.3252658657039182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968096,0.000166381,0.001377421,0.0002340492,0.0002297347,0.0001271547,0.000100574,0.00007353768,0.00006485172],"category_scores_gemma":[0.0005310783,0.00009540605,0.000346186,0.0001207024,0.0008884768,0.000239809,0.00001188008,0.0002575517,0.000002758036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312878,"about_ca_system_score_gemma":0.0004551874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006409897,"about_ca_topic_score_gemma":0.00001883164,"domain_scores_codex":[0.9981787,0.0003463634,0.0009597185,0.000161014,0.00014815,0.0002061047],"domain_scores_gemma":[0.9971693,0.001625758,0.0007618744,0.0001478592,0.0001772755,0.0001178934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9911039,0.0000578995,0.00009428425,0.00000478086,0.0001845449,0.000008615138,0.001523795,0.000002518538,0.0001355474,0.001025073,0.0001092148,0.005749763],"study_design_scores_gemma":[0.9905061,0.0010874,0.001323775,0.0004269163,0.0005679386,0.0006641879,0.0008519782,0.001463099,0.00004583461,0.002564759,0.0003938612,0.0001041121],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989614,0.001355657,0.0004318752,0.003468986,0.0006619198,0.002135604,0.000002330856,0.000007138082,0.002322478],"genre_scores_gemma":[0.9979649,0.0002324325,0.0002559389,0.0002804262,0.001014481,0.00009695089,0.000001081682,0.000009190652,0.0001446083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008350879,"threshold_uncertainty_score":0.3890546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601890170","doi":"10.1097/won.0000000000000324","title":"North America Wound, Ostomy, and Continence and Enterostomal Therapy Nurses Current Ostomy Care Practice Related to Peristomal Skin Issues","year":2017,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Wound care; Ileostomy; Stoma (medicine); Family medicine; Nursing; General surgery; Surgery","authors":[{"name":"Janice C. Colwell","is_ca":false},{"name":"Laurie McNichol","is_ca":false},{"name":"Joy Boarini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01562476603441152,"gpt":0.3557632019431914,"spread":0.3401384359087798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002372039,0.0003662105,0.0007034494,0.0002492643,0.0009108986,0.0004921794,0.0002903229,0.0001188776,0.00002089713],"category_scores_gemma":[0.0004310195,0.0003145926,0.0001282192,0.0001882159,0.0007467194,0.0009305339,0.00007697297,0.0006431703,0.000006762065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043821,"about_ca_system_score_gemma":0.0001723698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282255,"about_ca_topic_score_gemma":0.00003333676,"domain_scores_codex":[0.997839,0.0001074715,0.0006739293,0.0004706539,0.000485795,0.0004230877],"domain_scores_gemma":[0.9968948,0.0002054966,0.0009167223,0.0004876378,0.001020064,0.0004752333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002503051,0.0003956118,0.1580478,0.00008880313,0.0001859827,0.0001659118,0.03263684,0.000001339723,0.002363627,0.0001701947,0.00156419,0.8018767],"study_design_scores_gemma":[0.004791978,0.002494283,0.6138501,0.001928226,0.0004904678,0.00424887,0.02182742,0.00005357981,0.0005755554,0.00007551165,0.3491232,0.000540783],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535155,0.03043954,0.0001680281,0.01314012,0.0007401293,0.0005516678,0.00001437877,0.00003061353,0.001400068],"genre_scores_gemma":[0.9928868,0.004020165,0.001729422,0.0006962756,0.0003565187,0.00001735122,0.000008159145,0.00003224604,0.0002529994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8013359,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975863963","doi":"10.1097/won.0b013e3182a219a1","title":"Ostomy Care and Management","year":2013,"lang":"en","type":"review","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sunnybrook Health Science Centre; Registered Nurses' Association of Ontario","funders":"","keywords":"Ileostomy; Guideline; Medicine; Task force; MEDLINE; Skin care; Nursing; General surgery; Family medicine; Surgery; Political science","authors":[{"name":"Stacy Recalla","is_ca":true},{"name":"Kim Ēnglish","is_ca":true},{"name":"Rishma Nazarali","is_ca":true},{"name":"Samantha Mayo","is_ca":true},{"name":"Debbie Miller","is_ca":true},{"name":"Mikel Gray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03665517248078749,"gpt":0.3594495468197278,"spread":0.3227943743389404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001060885,0.0002509911,0.001065058,0.0002900459,0.0001229133,0.00009285878,0.0001146802,0.0001410906,0.00002681185],"category_scores_gemma":[0.00001576547,0.0001844358,0.0002373793,0.0001830796,0.0001341643,0.0001314221,0.00002963715,0.0004014205,0.000009705616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136063,"about_ca_system_score_gemma":0.0001231754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003632358,"about_ca_topic_score_gemma":4.405559e-7,"domain_scores_codex":[0.9987562,0.00004124381,0.0005758128,0.0002060449,0.0002293273,0.0001913227],"domain_scores_gemma":[0.9987358,0.00007473256,0.0005134118,0.0002048049,0.0002761827,0.0001951115],"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":[0.00001193091,0.00002991874,0.00003268377,0.004776177,0.0001382386,0.00005039738,0.0003022125,1.047853e-8,0.000001087765,0.0003334902,0.001530793,0.9927931],"study_design_scores_gemma":[0.0004636318,0.0002367023,0.000296108,0.04254643,0.00249755,0.003697185,0.001094659,7.939217e-7,9.040338e-7,0.00005788283,0.9489421,0.0001660906],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005201125,0.9902169,0.0001304533,0.0003450869,0.0002600235,0.000562381,0.000002730179,0.000009238979,0.007953122],"genre_scores_gemma":[0.0002851275,0.9961172,0.002553148,0.0001118702,0.0003319307,0.00002019508,0.000006865452,0.00002242561,0.0005512057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.992627,"threshold_uncertainty_score":0.7521074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610177821","doi":"10.1097/won.0000000000000323","title":"Quality of Life in Chinese Persons Living With an Ostomy","year":2017,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Natural Science Foundation of China","keywords":"Quality of life (healthcare); Social support; Medicine; Anxiety; Marital status; Depression (economics); Gerontology; Scale (ratio); Mental health; Psychology; Psychiatry; Nursing; Environmental health; Population","authors":[{"name":"Zhaohui Geng","is_ca":false},{"name":"Doris Howell","is_ca":true},{"name":"Honglian Xu","is_ca":false},{"name":"Changrong Yuan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03341370693061729,"gpt":0.3571481925219994,"spread":0.3237344855913821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004283854,0.0000989187,0.0003980989,0.0001282653,0.0001788949,0.00005729126,0.0001461053,0.00004759392,0.00001499579],"category_scores_gemma":[0.0003859793,0.00007158149,0.00006283381,0.0000877543,0.0002239261,0.000406273,0.00001285275,0.0002348392,3.758791e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003386331,"about_ca_system_score_gemma":0.0001810048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439523,"about_ca_topic_score_gemma":0.00009772801,"domain_scores_codex":[0.999094,0.00004696343,0.0003868627,0.0001158159,0.0002206032,0.0001357313],"domain_scores_gemma":[0.998579,0.0001210457,0.0006015869,0.0002806218,0.0002567894,0.0001609585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004269911,0.00025263,0.9740981,0.00004017667,0.00003044846,0.00001321962,0.003018155,0.0000015345,0.003231441,0.0002409383,0.00004012312,0.01860626],"study_design_scores_gemma":[0.001258854,0.0004827413,0.9931448,0.001299357,0.00004715518,0.0002915393,0.003031413,0.00007165506,0.00004642054,0.0001320735,0.0001107597,0.00008325074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930466,0.0006868536,0.0004730113,0.002559848,0.0000806512,0.00009046132,0.000001375104,0.000004291705,0.003056931],"genre_scores_gemma":[0.9978737,0.00003216656,0.001718746,0.0001352058,0.0001597068,0.000001538393,4.271453e-7,0.000007407071,0.0000710665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0190467,"threshold_uncertainty_score":0.2919008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057224222","doi":"10.1016/j.jamcollsurg.2013.09.015","title":"Cost Effectiveness of Mesh Prophylaxis to Prevent Parastomal Hernia in Patients Undergoing Permanent Colostomy for Rectal Cancer","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Stoma care and complications","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Abdominoperineal resection; Colostomy; Surgery; Cost effectiveness; Colorectal cancer; Cohort; Stoma (medicine); Quality of life (healthcare); Abdominal surgery; Cancer; Internal medicine; Nursing","authors":[{"name":"Lawrence Lee","is_ca":true},{"name":"Abdulaziz Saleem","is_ca":true},{"name":"Tara Landry","is_ca":true},{"name":"Éric Latimer","is_ca":true},{"name":"Prosanto Chaudhury","is_ca":true},{"name":"Liane S. Feldman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01810645881949335,"gpt":0.3003269992375964,"spread":0.282220540418103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864885,0.000106777,0.0005516491,0.0001874165,0.00004407136,0.000003151031,0.0001752908,0.00002438951,0.00001910929],"category_scores_gemma":[0.0002515919,0.00007461622,0.0002351113,0.0005637428,0.0001058207,0.00005163093,0.00005242382,0.0001274412,0.000001317095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291017,"about_ca_system_score_gemma":0.0004901781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004562052,"about_ca_topic_score_gemma":0.0001752458,"domain_scores_codex":[0.9987665,0.0001549713,0.0004825255,0.0001110903,0.0003121585,0.0001727463],"domain_scores_gemma":[0.997778,0.0005706907,0.0006488356,0.0002023932,0.0006919961,0.0001080796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002793173,0.00149871,0.9731221,0.0002644328,0.0003280753,0.000005265502,0.0002687792,0.0002618903,0.0110956,0.00006424274,0.003572685,0.006725017],"study_design_scores_gemma":[0.001401533,0.00271662,0.9871159,0.0006517509,0.00009028951,0.00002303743,0.0003430999,0.00002940485,0.00715104,0.00005438555,0.0003452042,0.00007769726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968118,0.00004733667,0.00005777246,0.001003966,0.0001584541,0.001730607,0.0001094841,0.000002971619,0.00007761082],"genre_scores_gemma":[0.9992647,0.00001786693,0.00031071,0.0001014695,0.00002435405,0.0001952711,0.000001323089,0.00001517381,0.00006917329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139938,"threshold_uncertainty_score":0.3042761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034893733","doi":"10.1007/s10350-006-0725-9","title":"The Impact of Surgery for Colorectal Cancer on Quality of Life and Functional Status in the Elderly","year":2006,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Quality of life (healthcare); Colorectal cancer; Cancer; Colorectal surgery; Surgery; Gerontology; Physical therapy; Abdominal surgery; Internal medicine; Nursing","authors":[{"name":"Tara M. Mastracci","is_ca":true},{"name":"Samantha Hendren","is_ca":true},{"name":"Brenda I. O’Connor","is_ca":true},{"name":"Robin S. McLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04460836337481501,"gpt":0.3457087728951941,"spread":0.3011004095203791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001746284,0.00006018625,0.0001867695,0.00003066464,0.00006395692,0.000004049378,0.00006230816,0.00002299271,0.00001214613],"category_scores_gemma":[0.0005055155,0.00002831128,0.0002210088,0.0001506917,0.000143187,0.00001251378,0.00001389239,0.00004614925,1.27282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004143204,"about_ca_system_score_gemma":0.0003556057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190367,"about_ca_topic_score_gemma":0.0005382944,"domain_scores_codex":[0.99932,0.00009572451,0.0002293477,0.00008143241,0.0001686463,0.0001048541],"domain_scores_gemma":[0.9975483,0.001918469,0.0001730369,0.0001943588,0.000135236,0.00003063006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003869276,0.0004196925,0.9761037,0.00008115413,0.0001028838,1.571925e-7,0.0001021895,0.0001373631,0.001605331,0.001085347,0.01269273,0.003800174],"study_design_scores_gemma":[0.000400073,0.0002721636,0.9975511,0.00003275401,0.00005165269,5.368849e-7,0.0001497378,0.00005780693,0.0003594639,0.0009898914,0.0001058372,0.00002893054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960402,0.001949278,0.000006152076,0.001041422,0.00007404213,0.0004172169,0.0002975968,0.000004061746,0.0001700262],"genre_scores_gemma":[0.9996509,0.00005145477,0.000001989506,0.00006952875,0.00004835983,0.0001296206,0.00002064693,0.000004673075,0.00002280193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144746,"threshold_uncertainty_score":0.3311195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030416828","doi":"10.1007/bf02236646","title":"Simple technique for laparoscopic paracolostomy hernia repair","year":2000,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Colostomy; Surgery; Hernia; Laparoscopy; Invasive surgery; Hernia repair; Surgical mesh; Colorectal surgery; General surgery; Abdominal surgery","authors":[{"name":"Andrus Voitk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01225344151114471,"gpt":0.2951667122407025,"spread":0.2829132707295577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004385722,0.00008831771,0.0001969889,0.00002867458,0.00009988451,0.000004339691,0.0001545337,0.00005029615,0.000308519],"category_scores_gemma":[0.000109657,0.00006467382,0.00027681,0.000165595,0.00007183648,0.00002133366,0.00002558342,0.00005971536,0.0000208279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004318201,"about_ca_system_score_gemma":0.0001257455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002831303,"about_ca_topic_score_gemma":0.000008705189,"domain_scores_codex":[0.9993719,0.0000307252,0.0001665638,0.0001674018,0.0001188984,0.000144553],"domain_scores_gemma":[0.9991459,0.0001083906,0.00005916617,0.0005157055,0.00009251257,0.00007828367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007256305,0.004069226,0.3522495,0.001603351,0.000904687,0.00002699086,0.0004748152,0.00006842333,0.1231873,0.003993654,0.4831012,0.02306442],"study_design_scores_gemma":[0.001981678,0.001075894,0.682595,0.0002328924,0.0008569992,0.00002655106,0.00006652666,0.0001722731,0.07713966,0.004803229,0.2307996,0.0002497181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929993,0.0007078102,0.0000531949,0.001258131,0.00007305724,0.001808342,0.0001487489,0.0001591849,0.002792256],"genre_scores_gemma":[0.9960903,0.00002126437,0.0002687359,0.0007595438,0.00007211347,0.0008921288,0.0000281636,0.00001613501,0.00185164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3303455,"threshold_uncertainty_score":0.3378067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746137068","doi":"10.1111/ijd.13710","title":"Peristomal skin complications: what dermatologists need to know","year":2017,"lang":"en","type":"review","venue":"International Journal of Dermatology","topic":"Stoma care and complications","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Stoma (medicine); Dermatology; Complication; Skin care; Incidence (geometry); Presentation (obstetrics); General surgery; MEDLINE; Surgery; Nursing","authors":[{"name":"Dalal Almutairi","is_ca":true},{"name":"Kimberly LeBlanc","is_ca":true},{"name":"Afsáneh Alavi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1022817064430075,"gpt":0.4528763182757143,"spread":0.3505946118327068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007094959,0.0003404145,0.001871578,0.0009610307,0.0001196723,0.0002269394,0.001374008,0.0003416325,0.00007582269],"category_scores_gemma":[0.0004030641,0.0002819079,0.0009057957,0.0001394758,0.0001649598,0.0003092781,0.0002207723,0.0006017535,0.0004400882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280997,"about_ca_system_score_gemma":0.0009111731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005636428,"about_ca_topic_score_gemma":0.000006735216,"domain_scores_codex":[0.9974217,0.0001286124,0.001415184,0.0002858473,0.000495839,0.0002527778],"domain_scores_gemma":[0.9956062,0.0002904528,0.001627476,0.000677831,0.001514387,0.0002835936],"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":[0.00004353579,0.0001924678,0.0001409781,0.0007160315,0.0009332456,0.002915299,0.0001059114,2.663944e-7,0.000001910023,0.001943962,0.02596812,0.9670383],"study_design_scores_gemma":[0.0003450449,0.00004347054,0.0001674589,0.006338925,0.000462418,0.244845,0.00006590021,0.000003000387,0.000005627878,0.00009555477,0.7474703,0.00015735],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004037742,0.969375,0.0008248582,0.02515907,0.002029561,0.0004484789,0.00002208581,0.00002967532,0.00207096],"genre_scores_gemma":[0.002051404,0.9944525,0.001575583,0.0009475746,0.0005066999,0.00008490639,0.0001087031,0.00004469371,0.0002278977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9668809,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161514080","doi":"10.1186/1477-7525-6-114","title":"Struggles, strengths and strategies: an ethnographic study exploring the experiences of adolescents living with an ostomy","year":2008,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Stoma care and complications","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hospital for Sick Children; University of Alberta; University of Calgary","funders":"","keywords":"Cognitive reframing; Embarrassment; Quality of life (healthcare); Psychosocial; Medicine; Shame; Focus group; Psychology; Nursing; Psychiatry; Psychotherapist; Social psychology","authors":[{"name":"David Nicholas","is_ca":true},{"name":"Sylvia R Swan","is_ca":true},{"name":"Ted Gerstle","is_ca":true},{"name":"Theresa Allan","is_ca":true},{"name":"Anne M. Griffiths","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1919489968912045,"gpt":0.4201236755608812,"spread":0.2281746786696767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004239445,0.0001141794,0.0004253121,0.00007976752,0.0002560194,0.00001105088,0.00008396219,0.0000224848,0.000003790282],"category_scores_gemma":[0.0001219849,0.00007086741,0.00002913994,0.0001649893,0.0002756801,0.0002034643,0.00002574671,0.0001116823,7.920198e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006109269,"about_ca_system_score_gemma":0.0002951004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796173,"about_ca_topic_score_gemma":0.0009008864,"domain_scores_codex":[0.9986622,0.0002300224,0.0004358997,0.0002071667,0.0002986374,0.0001660965],"domain_scores_gemma":[0.9987862,0.0002679921,0.0002100149,0.0003453775,0.00008570143,0.000304777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006525916,0.0003298018,0.8283504,0.0002466956,0.00002005225,4.029587e-7,0.1685286,2.00067e-7,0.000004042571,0.0002246075,0.000002733446,0.002227183],"study_design_scores_gemma":[0.0003894723,0.001020636,0.5893829,0.00009153686,0.000007742273,0.000003405454,0.409042,0.000003253071,0.000002728167,0.000007562007,0.000006286885,0.00004250439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985811,0.0006406842,0.00002999778,0.0002603919,0.00003094339,0.0003812298,0.000003507062,0.0000267571,0.0000453589],"genre_scores_gemma":[0.9988555,0.0003156739,0.000248624,0.0004875935,0.00002442792,0.00005362443,0.000003043439,0.000007209299,0.000004279045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405134,"threshold_uncertainty_score":0.2889889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075912815","doi":"10.1097/sga.0b013e3181965d40","title":"Young Peoples' Experience of Living With Ulcerative Colitis and an Ostomy","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Feeling; Ulcerative colitis; Inflammatory bowel disease; Young adult; Lived experience; Psychology of self; Medicine; Disease; Affect (linguistics); Psychology; Gerontology; Pathology; Social psychology; Psychotherapist","authors":[{"name":"Julie Savard","is_ca":true},{"name":"Roberta L. Woodgate","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01140439191690569,"gpt":0.2938394374477833,"spread":0.2824350455308777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003561623,0.00007925525,0.0001715347,0.00006489958,0.00007138458,0.000007378247,0.0000431745,0.00003667599,0.00001934368],"category_scores_gemma":[0.00002877645,0.00007144412,0.00001756295,0.00006087965,0.0002134878,0.00008114222,0.000005889312,0.0001093594,4.183203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002128471,"about_ca_system_score_gemma":0.00002355058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001556777,"about_ca_topic_score_gemma":0.0001893698,"domain_scores_codex":[0.9994164,0.00003338334,0.0001154262,0.0001797093,0.00007280772,0.0001822597],"domain_scores_gemma":[0.9995704,0.0000350743,0.00005328972,0.0001715341,0.0000791911,0.0000905266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009127523,0.0004047221,0.9302014,0.00001284501,0.00002672157,0.000019696,0.03272146,0.000001967955,0.02431023,0.0009373159,0.00009288084,0.01035798],"study_design_scores_gemma":[0.0003184574,0.002362455,0.9904867,0.00029673,0.00003943139,0.001214674,0.004683162,0.00008192559,0.0004414032,0.00003609547,0.000003844273,0.00003506734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943094,0.00002121162,0.003396395,0.0008906713,0.00003870237,0.0001274787,0.000002227293,0.00002840973,0.001185512],"genre_scores_gemma":[0.9955112,0.000004637962,0.003878606,0.000521994,0.00004789583,0.00001015039,0.000003646024,0.000005753492,0.00001615381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06028533,"threshold_uncertainty_score":0.2913406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061775984","doi":"10.1007/s10350-006-0521-6","title":"Increased Experience and Surgical Technique Lead to Improved Outcome After Ileal Pouch-Anal Anastomosis: A Population-Based Study","year":2006,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pouch; Anastomosis; Surgery; Colorectal surgery; Population; Abdominal surgery","authors":[{"name":"Erin Kennedy","is_ca":true},{"name":"Deanna M. Rothwell","is_ca":true},{"name":"Z. Cohen","is_ca":true},{"name":"Robin S. McLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0118400550606866,"gpt":0.2996476003323806,"spread":0.2878075452716941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006797964,0.000139019,0.0002758539,0.00009898953,0.00009164651,0.00001604436,0.0001437395,0.00004442505,0.00004145141],"category_scores_gemma":[0.0001001021,0.000100864,0.0001443679,0.000321094,0.00005549094,0.00003097003,0.00007016232,0.00008010487,0.000002391687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007219693,"about_ca_system_score_gemma":0.0000801629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107736,"about_ca_topic_score_gemma":0.0003002422,"domain_scores_codex":[0.9989426,0.00008337664,0.0002986597,0.000272887,0.000239152,0.0001633673],"domain_scores_gemma":[0.9990889,0.00009584405,0.00008677766,0.0004797989,0.0001172882,0.0001314085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007971131,0.0006026791,0.996252,0.00002658407,0.00001706154,0.00001518237,0.00007429112,0.00000538725,0.001807385,0.00002394033,0.00008969364,0.0002887036],"study_design_scores_gemma":[0.0008228619,0.0003595819,0.9967793,0.00003975423,0.0002078435,0.000008215081,0.0001703352,0.000133284,0.001227875,0.00004659179,0.00009244156,0.0001118686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974559,0.0001417723,0.00007841941,0.0006554087,0.0000447212,0.001422187,0.00006143993,0.00006294982,0.00007721979],"genre_scores_gemma":[0.9981451,2.616548e-7,0.0001707223,0.0004097307,0.00005610519,0.00111035,0.0000196127,0.00001474137,0.00007339683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807494,"threshold_uncertainty_score":0.4113114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083515624","doi":"10.1097/01.asw.0000305497.15768.cb","title":"Peristomal Skin Complications and Management","year":2009,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Stoma care and complications","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of Ontario; Smiths Detection (Canada); Registered Nurses' Association of Ontario; Novelis (Canada); Women's College Hospital","funders":"","keywords":"Medicine; Wound care; Skin care; Continuing education; MEDLINE; Dermatology; Intensive care medicine; Nursing; Medical education","authors":[{"name":"Kevin Woo","is_ca":true},{"name":"R. Gary Sibbald","is_ca":true},{"name":"Elizabeth A. Ayello","is_ca":true},{"name":"Patricia Coutts","is_ca":true},{"name":"Dianne E. Garde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0233818802277321,"gpt":0.373784103699727,"spread":0.3504022234719949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004744454,0.0003514918,0.0009473682,0.0002781299,0.0001248282,0.00003562177,0.0002171751,0.000157333,0.00002204122],"category_scores_gemma":[0.000009573006,0.0003189183,0.0002386554,0.0004896751,0.0001124285,0.00009483907,0.00009201274,0.0003265792,0.0000591574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318448,"about_ca_system_score_gemma":0.00008635093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009085635,"about_ca_topic_score_gemma":0.00008648782,"domain_scores_codex":[0.9983765,0.00004563401,0.0004813749,0.0005944531,0.0002326145,0.0002694496],"domain_scores_gemma":[0.9987835,0.00007932379,0.0001598495,0.0007766041,0.00009385029,0.000106924],"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":[0.000003029646,0.00004937642,0.00002718863,0.006523123,0.00003514444,0.00003190408,0.0001796476,8.087601e-7,1.152849e-8,0.003800531,0.0002929991,0.9890562],"study_design_scores_gemma":[0.0002615653,0.00007607717,0.001824703,0.006174083,0.0004933982,0.0002401257,0.0006045415,9.418438e-7,9.892168e-8,0.0002657725,0.9897751,0.0002835886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008064673,0.911931,0.0001062009,0.00008371264,0.0001022512,0.001361108,0.00003985378,0.00005901802,0.08630881],"genre_scores_gemma":[0.0003075327,0.9956836,0.001830649,0.0003106883,0.0001224508,0.0008473137,0.000466216,0.00003877108,0.0003928538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9894821,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977575273","doi":"10.1053/ejso.2000.1046","title":"Pseudocontinent perineal colostomy following abdominoperineal resection: technique and findings in 49 patients","year":2001,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Stoma care and complications","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Abdominoperineal resection; Colostomy; Medicine; Resection; Surgery; Perineum; General surgery; Cancer; Colorectal cancer; Internal medicine","authors":[{"name":"P Lasser","is_ca":false},{"name":"Pierre‐André Dubé","is_ca":true},{"name":"Jason M. Guillot","is_ca":false},{"name":"Dominique Elias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01959514963852276,"gpt":0.3036539074672729,"spread":0.2840587578287502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000739458,0.0001097667,0.0003865028,0.0002353116,0.00005933675,0.00001276081,0.00009787724,0.00005054524,0.00008598036],"category_scores_gemma":[0.0000700503,0.00008915016,0.0001336824,0.0002490743,0.0000680696,0.00007861883,0.00007088681,0.0004225153,0.00001741034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518458,"about_ca_system_score_gemma":0.00007857998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000512404,"about_ca_topic_score_gemma":0.0000044024,"domain_scores_codex":[0.9986481,0.0002551015,0.0005709712,0.0001507403,0.0001803155,0.0001947367],"domain_scores_gemma":[0.9992658,0.0001334368,0.0001473082,0.0001041733,0.0001627791,0.0001864757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007437026,0.001996835,0.7896575,0.00004956485,0.000203304,0.04919583,0.0009934312,0.000008503779,0.006804026,0.0003026874,0.00524975,0.1381016],"study_design_scores_gemma":[0.005835706,0.003616466,0.3526275,0.00009630166,0.00004045893,0.007808951,0.00009260364,0.000007984315,0.0001449389,0.00000893239,0.629631,0.00008920739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430099,0.000131873,0.00008284467,0.002786141,0.0001925209,0.0002210276,6.417622e-7,0.0000132637,0.05356181],"genre_scores_gemma":[0.9980151,0.0003199788,0.0008812078,0.0002279402,0.0002597937,0.0000079929,0.000002267111,0.00001760054,0.0002680893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6243812,"threshold_uncertainty_score":0.3635438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067307706","doi":"10.1002/jso.21517","title":"Qualitative assessment of patient experiences following sacrectomy","year":2010,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Stoma care and complications","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Quality of life (healthcare); Qualitative research; Gratitude; Patient satisfaction; Grounded theory; Surgery; General surgery; Nursing","authors":[{"name":"Kristen M. Davidge","is_ca":true},{"name":"Cagla Eskicioglu","is_ca":true},{"name":"Joan E. Lipa","is_ca":false},{"name":"Peter C. Ferguson","is_ca":true},{"name":"Carol J. Swallow","is_ca":true},{"name":"Frances C. Wright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04519194575290116,"gpt":0.4670882299256766,"spread":0.4218962841727754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471179,0.00006181981,0.000426831,0.0001009807,0.00003141234,0.000003429271,0.00008051826,0.00008429409,0.0003330592],"category_scores_gemma":[0.00008269856,0.00004211559,0.0002533196,0.0001410183,0.0001020542,0.00005461719,0.00002204545,0.000353499,0.000002218283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005990361,"about_ca_system_score_gemma":0.0004125993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006907937,"about_ca_topic_score_gemma":0.000003459654,"domain_scores_codex":[0.9988818,0.0001194148,0.0005301783,0.00007457074,0.0002877128,0.0001063796],"domain_scores_gemma":[0.9983958,0.0007002214,0.000385218,0.00009826618,0.0002896666,0.0001308149],"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":[0.002588532,0.01019834,0.05063499,0.0001254463,0.002282832,0.007497116,0.3017972,0.00001634125,0.1563719,0.05354768,0.01405341,0.4008862],"study_design_scores_gemma":[0.004845344,0.01047907,0.01823179,0.0001174052,0.0002858982,0.003807595,0.1062358,0.00004494141,0.005930124,0.001211801,0.8486243,0.0001858908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737783,0.0001122145,0.0001445827,0.00259467,0.0006372878,0.00007499995,6.846746e-7,0.000004400271,0.02265287],"genre_scores_gemma":[0.9913064,0.00003206402,0.008342123,0.0001302093,0.000141034,0.00001150215,7.940171e-7,0.000004146412,0.00003173682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8345709,"threshold_uncertainty_score":0.3646765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2276613710","doi":"10.1097/dcr.0000000000000528","title":"Evaluation of the Rectal Cancer Patient Decision Aid","year":2016,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Abdominoperineal resection; Colorectal surgery; Colorectal cancer; Referral; Surgical oncology; Anal cancer; Anal verge; Cancer; General surgery; Surgery; Physical therapy; Abdominal surgery; Family medicine; Internal medicine","authors":[{"name":"Robert Wu","is_ca":false},{"name":"Robin P. Boushey","is_ca":false},{"name":"Adena Scheer","is_ca":false},{"name":"Beth K. Potter","is_ca":false},{"name":"Husein Moloo","is_ca":false},{"name":"Rebecca C. Auer","is_ca":false},{"name":"Shaheer Tadros","is_ca":false},{"name":"Patricia L. Roberts","is_ca":false},{"name":"Dawn Stacey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02684243705601278,"gpt":0.3242316394275644,"spread":0.2973892023715516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189728,0.00005440678,0.0001049437,0.00002353095,0.00005181177,0.000001721383,0.0001465627,0.00002431244,0.0002246963],"category_scores_gemma":[0.0009373185,0.00002328298,0.0001589093,0.0001644722,0.00006248429,0.00001971693,0.00007271532,0.00002886192,0.000005987084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229069,"about_ca_system_score_gemma":0.0003197176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005486891,"about_ca_topic_score_gemma":0.00003956837,"domain_scores_codex":[0.9989786,0.0001045569,0.000156027,0.0001052113,0.0005852501,0.00007041706],"domain_scores_gemma":[0.9986852,0.000173079,0.000139064,0.0004768886,0.0004891405,0.00003662645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007465011,0.0003888864,0.1730324,0.00003257011,0.0001366766,2.829838e-7,0.0002652162,0.00004687738,0.0248958,0.0003161378,0.0189992,0.7811394],"study_design_scores_gemma":[0.001129036,0.0001874243,0.9393547,0.000728256,0.0009546258,0.000003155109,0.00006314356,0.0001580653,0.04950687,0.004322393,0.003528783,0.00006354993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943763,0.001704449,0.00001794931,0.002130915,0.0003975488,0.0005222463,0.00008963957,0.000009337783,0.0007516332],"genre_scores_gemma":[0.9995408,0.00004765876,0.00001825213,0.0001626538,0.00003704945,0.0001082703,0.000001752267,0.000006320935,0.00007725546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7810759,"threshold_uncertainty_score":0.2460267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2566248344","doi":"10.1097/won.0000000000000291","title":"Use of Convexity in Ostomy Care","year":2016,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","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":"St. Michael's Hospital","funders":"","keywords":"Convexity; Statement (logic); Product (mathematics); Health care; Selection (genetic algorithm); Medicine; Computer science; Mathematics; Artificial intelligence; Business; Political science; Law","authors":[{"name":"Jo Hoeflok","is_ca":true},{"name":"Ginger Salvadalena","is_ca":false},{"name":"Sue Pridham","is_ca":false},{"name":"Werner Droste","is_ca":false},{"name":"Laurie McNichol","is_ca":false},{"name":"Mikel Gray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03718964128187015,"gpt":0.3052940714168363,"spread":0.2681044301349662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035817,0.0000754128,0.0002682996,0.0001569764,0.00003252385,0.00001256126,0.00005595604,0.0000520804,0.00002652374],"category_scores_gemma":[0.000116269,0.00005018135,0.00006974615,0.0001404777,0.0001636289,0.0002273472,0.00000812583,0.0001219778,0.000001359233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006988287,"about_ca_system_score_gemma":0.000117771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002067369,"about_ca_topic_score_gemma":0.000007507589,"domain_scores_codex":[0.9992439,0.0000275263,0.0003543446,0.00008966515,0.0001632851,0.0001213311],"domain_scores_gemma":[0.9990132,0.0001452452,0.0002326669,0.0001237232,0.0003968783,0.00008824308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009004184,0.0002418485,0.4673693,0.00009670867,0.00005349022,0.0000752405,0.004132471,0.000001161454,0.07021804,0.001425516,0.0009196163,0.4545662],"study_design_scores_gemma":[0.003534379,0.0007516862,0.944319,0.004969461,0.0001622562,0.001128005,0.00319163,0.00001551716,0.01440967,0.0006351686,0.02671212,0.0001711369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931552,0.001470819,0.0008873073,0.003426695,0.0001333678,0.00009725496,0.00000320979,0.000003976914,0.000822127],"genre_scores_gemma":[0.9983555,0.0001432229,0.001096052,0.0001588215,0.0000839202,0.000001218984,4.154462e-7,0.000005475455,0.000155378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4769497,"threshold_uncertainty_score":0.2046336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559901989","doi":"10.1007/s10151-016-1559-7","title":"Prophylactic mesh to prevent parastomal hernia: a meta-analysis of randomized controlled studies","year":2016,"lang":"en","type":"review","venue":"Techniques in Coloproctology","topic":"Stoma care and complications","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Odds ratio; Randomized controlled trial; Stoma (medicine); Abdominal surgery; Meta-analysis; Subgroup analysis; Hernia; Surgical mesh; Confidence interval; Surgery; Odds; Internal medicine; Logistic regression","authors":[{"name":"Sunil V. Patel","is_ca":true},{"name":"L. Zhang","is_ca":true},{"name":"Sami A. Chadi","is_ca":false},{"name":"Steven D. Wexner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1446316629555471,"gpt":0.4720277928401088,"spread":0.3273961298845617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002118893,0.0005832094,0.03053063,0.002215303,0.00003361603,0.000005795773,0.0003742655,0.0005130897,0.0002773646],"category_scores_gemma":[0.00252218,0.0003052882,0.006916279,0.00161386,0.0003464053,0.00002357127,0.0001973742,0.0003667617,0.00002455751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931958,"about_ca_system_score_gemma":0.0004704251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909103,"about_ca_topic_score_gemma":0.00006014968,"domain_scores_codex":[0.9946485,0.001332314,0.002616576,0.0007171885,0.0003311224,0.0003543315],"domain_scores_gemma":[0.9931814,0.003727938,0.001368128,0.001005299,0.0006208328,0.00009638612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02665501,0.0008722317,0.000004612106,0.009493665,0.763154,0.0001124091,0.0002309787,1.580128e-7,0.000008843146,0.004382129,0.0005639073,0.194522],"study_design_scores_gemma":[0.01736071,0.0005509013,0.000001324394,0.0009686298,0.8569247,0.0001081887,0.00001389679,0.000001931839,0.00004244566,0.0006988691,0.1230144,0.0003139709],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000183016,0.9810756,0.0008362866,0.0006345317,0.00004890792,0.0157354,0.00003570354,0.0001870724,0.001428213],"genre_scores_gemma":[0.001733831,0.9360641,0.003572362,0.0002666881,0.00004088482,0.05692548,0.00002286996,0.00004582132,0.001327974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1942081,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1721297427","doi":"10.1111/j.1365-2354.2012.01340.x","title":"Information needs across the colorectal cancer care continuum: scoping the literature","year":2012,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Stoma care and complications","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; University of Victoria","funders":"BC Cancer Agency; Canadian Institutes of Health Research","keywords":"Medicine; Colorectal cancer; Information needs; Survivorship curve; Health professionals; Continuum of care; Health care; Cancer; Family medicine; Internal medicine; World Wide Web","authors":[{"name":"Catherine van Mossel","is_ca":true},{"name":"Lorraine Leitz","is_ca":true},{"name":"Samantha Scott","is_ca":false},{"name":"Helena Daudt","is_ca":true},{"name":"Dennis Dennis","is_ca":true},{"name":"Heather Watson","is_ca":true},{"name":"Maxine Alford","is_ca":true},{"name":"Alex J. Mitchell","is_ca":true},{"name":"Nancy Payeur","is_ca":true},{"name":"Cheri Cosby","is_ca":true},{"name":"R. LEVI-MILNE","is_ca":true},{"name":"Mary Ellen Purkis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317999214609937,"gpt":0.3138122437068188,"spread":0.3006322515607194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441281,0.0001181177,0.000166833,0.00005421636,0.0002806138,0.0001219864,0.0002419141,0.00002554201,0.00005172129],"category_scores_gemma":[0.00004594515,0.00006136067,0.0001586038,0.0003371432,0.00007121683,0.0003646462,0.00005432641,0.0004229271,0.00001504262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673452,"about_ca_system_score_gemma":0.000195166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002106979,"about_ca_topic_score_gemma":0.00006293843,"domain_scores_codex":[0.998977,0.0001290094,0.0003281673,0.00003655759,0.0002979404,0.0002313208],"domain_scores_gemma":[0.9981649,0.00004381751,0.0003136317,0.0001962909,0.001172845,0.0001084985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002830479,0.00001497106,0.07385066,0.000335643,0.0002269116,0.00001475304,0.692888,0.00006203954,0.0009256189,0.0000750875,0.01870788,0.2126154],"study_design_scores_gemma":[0.001458446,0.0002308866,0.484019,0.003486997,0.0002989972,0.0003808948,0.1915341,0.000001982488,0.002810505,0.0000015532,0.3156037,0.0001729867],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902728,0.09707373,0.00006475937,0.002769687,0.001284162,0.0002924138,0.00006502456,0.00001796782,0.008159463],"genre_scores_gemma":[0.9946767,0.0007781799,0.00002267627,0.002222453,0.002163136,0.00001651116,0.00001530773,0.00001791647,0.00008709646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013539,"threshold_uncertainty_score":0.2502216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991464181","doi":"10.12968/bjon.2012.21.22.1312","title":"Strategies to reduce treatment costs of peristomal skin complications","year":2012,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":43,"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","funders":"","keywords":"Medicine; Dermatology; Intensive care medicine; General surgery; Surgery","authors":[{"name":"Lina Martins","is_ca":true},{"name":"Kathy Tavernelli","is_ca":false},{"name":"Wendy Sansom","is_ca":false},{"name":"Kirsten Dahl","is_ca":false},{"name":"Ineke Claessens","is_ca":false},{"name":"Terri Porrett","is_ca":false},{"name":"Birgitte Dissing Andersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05610191223465352,"gpt":0.374714887913297,"spread":0.3186129756786434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007628984,0.00006096139,0.0002033999,0.00009317751,0.00007757281,0.00002587829,0.00005997879,0.00002811664,0.00002894729],"category_scores_gemma":[0.00002412175,0.0000661462,0.0001061362,0.0001504149,0.00005473163,0.0001343834,0.000004791201,0.00007757379,0.000006627433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962791,"about_ca_system_score_gemma":0.0001341156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006588663,"about_ca_topic_score_gemma":0.000005999093,"domain_scores_codex":[0.9993157,0.00002491875,0.0002931261,0.00006076032,0.0001578041,0.000147738],"domain_scores_gemma":[0.9992247,0.0000333703,0.0001420282,0.0001206711,0.0002863893,0.0001928247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001172997,0.001896994,0.002102554,0.00001318824,0.0001170564,0.00003414796,0.00324692,0.00001754288,0.03052271,0.00279707,0.01138241,0.9477521],"study_design_scores_gemma":[0.001057231,0.0008863838,0.9474909,0.001852801,0.0002759137,0.0255899,0.008424168,0.00001118891,0.006816205,0.0001928081,0.007283947,0.0001185485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730653,0.003867511,0.002883715,0.001707876,0.0001878296,0.0001642962,0.00001221301,0.00001133549,0.01809998],"genre_scores_gemma":[0.9942942,0.00007198792,0.00519054,0.00008308099,0.0002772605,0.000005367874,0.000004773996,0.00001021471,0.00006255397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9476336,"threshold_uncertainty_score":0.2697364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223543038","doi":"10.12968/bjon.2022.31.7.376","title":"Challenges faced by people with a stoma: peristomal body profile risk factors and leakage","year":2022,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":43,"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","funders":"","keywords":"Stoma (medicine); Medicine; Nursing; Leakage (economics); Surgery; General surgery","authors":[{"name":"Lina Martins","is_ca":true},{"name":"Birgitte Dissing Andersen","is_ca":false},{"name":"Janice C. Colwell","is_ca":false},{"name":"Gillian Down","is_ca":false},{"name":"Louise Forest-Lalande","is_ca":false},{"name":"Svatava Nováková","is_ca":false},{"name":"Rosalind Probert","is_ca":false},{"name":"Chris Juul Hedegaard","is_ca":false},{"name":"Anne Steen Hansen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0215766769695383,"gpt":0.2737367023678149,"spread":0.2521600253982766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001212884,0.0000916041,0.0002625223,0.0000807066,0.0003820173,0.00003857485,0.00007602695,0.00002601155,0.00009527619],"category_scores_gemma":[0.00003689955,0.00009204334,0.00006565603,0.0001257798,0.00005781844,0.00009731348,0.0000195617,0.000423963,6.091435e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318808,"about_ca_system_score_gemma":0.00008298166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008301385,"about_ca_topic_score_gemma":0.0000227319,"domain_scores_codex":[0.9990816,0.00007355834,0.0002010856,0.0001454373,0.0003343438,0.0001639803],"domain_scores_gemma":[0.9994013,0.00004485759,0.0002080464,0.00009583095,0.0001133207,0.0001366345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00136797,0.003408913,0.1044266,0.0001508628,0.0006910506,0.001848298,0.03289508,0.00002629297,0.01231386,0.0001354165,0.08139076,0.7613449],"study_design_scores_gemma":[0.002235417,0.002505783,0.9047791,0.0004830728,0.0003350388,0.05019772,0.03425484,0.00009264046,0.0004436913,0.00005644179,0.004415258,0.0002009324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798349,0.01685365,0.0001375149,0.0009550219,0.00009403701,0.0001556812,0.00004929466,0.00002339412,0.001896576],"genre_scores_gemma":[0.9988551,0.0005262096,0.0003387157,0.00003712385,0.00007100336,0.000009898341,0.00001146191,0.00002223499,0.0001282187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8003525,"threshold_uncertainty_score":0.3753419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009685700","doi":"10.12968/gasn.2011.9.sup2.9","title":"Maintaining healthy skin around an ostomy: peristomal skin disorders and self-assessment","year":2011,"lang":"en","type":"article","venue":"Gastrointestinal Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":40,"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","funders":"","keywords":"Medicine; Skin care; Dermatology; Intervention (counseling); Stoma (medicine); Nursing; Surgery","authors":[{"name":"Lina Martins","is_ca":true},{"name":"Oirda Samai","is_ca":false},{"name":"Adelina Fernández","is_ca":false},{"name":"Mary Urquhart","is_ca":false},{"name":"Anne Steen Hansen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02324295746803795,"gpt":0.3124428253889903,"spread":0.2891998679209523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001865325,0.0002014325,0.0002396166,0.0001449722,0.0002869213,0.00003662595,0.00009495989,0.00003346449,0.00005693555],"category_scores_gemma":[0.00001813916,0.000206699,0.00006493384,0.0001420471,0.0001538362,0.0001415733,0.00002703639,0.000285687,0.0000101789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396529,"about_ca_system_score_gemma":0.0002441088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001845611,"about_ca_topic_score_gemma":0.00006013792,"domain_scores_codex":[0.9985871,0.00006235023,0.0002614532,0.0004010578,0.0001998213,0.0004881703],"domain_scores_gemma":[0.999073,0.00004645981,0.00009844617,0.0003236774,0.00008179343,0.0003766046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197032,0.00382754,0.7487187,0.0001358253,0.00007557159,0.0001810351,0.0111769,0.000007706853,0.001744416,0.0173475,0.0007855936,0.2148022],"study_design_scores_gemma":[0.001078,0.00323065,0.9756278,0.0004843315,0.0001185453,0.005779965,0.008555844,0.002991376,0.00003537451,0.001478962,0.0003970712,0.0002220592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641255,0.00009226964,0.01858514,0.00157035,0.00008934302,0.000335784,0.000003230538,0.0002499491,0.01494842],"genre_scores_gemma":[0.8587409,0.000007664838,0.1406645,0.000326162,0.0001629298,0.00002443503,0.00001882216,0.00003169668,0.00002282203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2269091,"threshold_uncertainty_score":0.842894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035993060","doi":"10.1016/j.jpedsurg.2015.02.041","title":"Mucous fistula refeeding in neonates with enterostomies","year":2015,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Stoma care and complications","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's & Women's Health Centre of British Columbia; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Necrotizing enterocolitis; Parenteral nutrition; Refeeding syndrome; Meconium Ileus; Ileus; Gestational age; Fistula; Perforation; Enteral administration; Meconium; Surgery; Atresia; Intestinal atresia; Pediatrics; Internal medicine; Malnutrition; Pregnancy; Fetus","authors":[{"name":"Candace Haddock","is_ca":true},{"name":"Jennifer Stanger","is_ca":true},{"name":"Susan Albersheim","is_ca":true},{"name":"Linda Casey","is_ca":true},{"name":"Sonia A. Butterworth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05642066956155405,"gpt":0.2833057928164355,"spread":0.2268851232548814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005525503,0.00007908051,0.0003009315,0.0005202462,0.00001705681,0.00001379078,0.00005537695,0.00003914335,0.00001988253],"category_scores_gemma":[0.0004759282,0.00005690411,0.0000951903,0.0004459496,0.000017886,0.0001117326,0.00001400714,0.0001831643,0.000008677672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002799,"about_ca_system_score_gemma":0.0004660835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001869634,"about_ca_topic_score_gemma":0.000006247385,"domain_scores_codex":[0.9990497,0.00002886487,0.0003817355,0.00007632534,0.0003223359,0.0001410694],"domain_scores_gemma":[0.9987537,0.0003346664,0.0002547969,0.0001050543,0.0003550723,0.0001966655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002927172,0.0001111577,0.9207445,0.00002088276,0.00002849388,0.0004749524,0.0003411683,0.00001027872,0.0000514396,0.00001554439,0.07544761,0.002461203],"study_design_scores_gemma":[0.002952853,0.000689949,0.9718063,0.0001844107,0.0004162007,0.003310682,0.002035824,0.00003284333,0.0002741882,0.0003466796,0.01766954,0.0002805353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940633,0.003331192,0.00004881736,0.001174877,0.0003445369,0.00004704203,0.00000104429,0.00001204066,0.0009771431],"genre_scores_gemma":[0.9969683,0.0004239409,0.0004182939,0.0002546888,0.001800919,0.000002723483,0.000001849127,0.0000114636,0.000117815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05777807,"threshold_uncertainty_score":0.2320482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W160859945","doi":"10.2310/6620.2010.09103","title":"Stoma Dermatitis: Prevalent but Often Overlooked","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Stoma care and complications","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Irritant contact dermatitis; Contact dermatitis; Stoma (medicine); Etiology; Allergic contact dermatitis; Diaper Dermatitis; Allergy; Surgery; Pathology; Immunology","authors":[{"name":"Shilpa Agarwal","is_ca":false},{"name":"Alison Ehrlich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278151900291845,"gpt":0.2629741981360856,"spread":0.2501926791331671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005002712,0.0001383794,0.0002128675,0.00009695212,0.000112685,0.00003399937,0.0001376902,0.0001000288,0.001249837],"category_scores_gemma":[0.00007411284,0.0001327635,0.0001123496,0.0001449403,0.00007017649,0.0001224776,0.0000477563,0.0002593169,0.001025076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003131033,"about_ca_system_score_gemma":0.00008727006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045226,"about_ca_topic_score_gemma":0.00009647921,"domain_scores_codex":[0.9990115,0.00001547584,0.0002684655,0.0001965454,0.0002772578,0.0002307464],"domain_scores_gemma":[0.9989547,0.00005675296,0.00007314852,0.0005832892,0.0001507452,0.0001814027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000008067464,0.0004167605,0.04953831,0.0004180113,0.0002233848,0.0002940223,0.0014519,0.000001259022,0.02534725,0.01564152,0.8459271,0.06073245],"study_design_scores_gemma":[0.000685531,0.00005195675,0.7409995,0.00006247018,0.00008839936,0.001246794,0.00007578424,0.0002477184,0.006624897,0.0007140343,0.2490447,0.0001582877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379292,0.0002664628,0.0006527064,0.014491,0.0004409645,0.0004840131,0.00006361232,0.000293498,0.04537856],"genre_scores_gemma":[0.9759308,0.00005703387,0.002370291,0.01895299,0.0002398777,0.0001355988,0.00007779355,0.00002524382,0.002210397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6914611,"threshold_uncertainty_score":0.9997528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887989713","doi":"10.1111/codi.14369","title":"Incidence, risk factors and prevention of stoma site incisional hernias: a systematic review and meta‐analysis","year":2018,"lang":"en","type":"review","venue":"Colorectal Disease","topic":"Stoma care and complications","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Erasmus+; Erasmus Medisch Centrum","keywords":"Medicine; Incisional hernia; Stoma (medicine); Incidence (geometry); Surgery; Hernia; Relative risk; General surgery; Internal medicine; Confidence interval","authors":[{"name":"Daniël P. V. Lambrichts","is_ca":false},{"name":"Gijs H. J. de Smet","is_ca":false},{"name":"Ruben D. van der Bogt","is_ca":false},{"name":"Leonard F. Kroese","is_ca":false},{"name":"Anand G. Menon","is_ca":false},{"name":"Johannes Jeekel","is_ca":false},{"name":"G‐J. Kleinrensink","is_ca":false},{"name":"Johan F. Lange","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05393534652480434,"gpt":0.3633963876953048,"spread":0.3094610411705004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003290012,0.000356072,0.004419075,0.0003348733,0.00008117444,0.0000186097,0.0001206665,0.0001120626,0.000176805],"category_scores_gemma":[0.0007384351,0.0002212694,0.001789963,0.0008491699,0.0001363687,0.00006172271,0.0001340394,0.000150106,0.00002155227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004900115,"about_ca_system_score_gemma":0.0002587805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003069377,"about_ca_topic_score_gemma":0.00002765127,"domain_scores_codex":[0.9978265,0.000423635,0.0008121987,0.0004632029,0.0003417969,0.0001327146],"domain_scores_gemma":[0.9976668,0.0004146996,0.0008213329,0.0005276478,0.0002137633,0.0003557487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002352486,0.0001027527,0.0007707762,0.9339001,0.06407696,0.00001090355,0.00003402858,3.558993e-8,6.134857e-8,0.00001669491,0.0001590929,0.0009051225],"study_design_scores_gemma":[0.00008043451,0.0001506464,0.006029347,0.04851381,0.943305,0.0000239154,0.00000655649,0.00001226136,7.85619e-8,0.00004778603,0.001647654,0.0001825347],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004139493,0.9918657,0.00003336727,0.00001222403,0.0000130972,0.003057393,0.0008090736,0.00002958324,0.00004006779],"genre_scores_gemma":[0.004274797,0.9942287,0.00005922906,0.00006271288,0.0000184222,0.0007850009,0.0004149624,0.00002358901,0.0001325818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8853862,"threshold_uncertainty_score":0.9023103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206557619","doi":"10.1007/s11605-021-05174-z","title":"Prophylactic Mesh for Prevention of Parastomal Hernia Following End Colostomy: an Updated Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"Journal of Gastrointestinal Surgery","topic":"Stoma care and complications","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Colostomy; Meta-analysis; Randomized controlled trial; Surgery; Hernia; MEDLINE; General surgery; Internal medicine","authors":[{"name":"Tyler McKechnie","is_ca":true},{"name":"Jay Lee","is_ca":true},{"name":"Yung Lee","is_ca":true},{"name":"Aristithes G. Doumouras","is_ca":true},{"name":"Nalin Amin","is_ca":true},{"name":"Dennis Hong","is_ca":true},{"name":"Cagla Eskicioglu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1690803586046375,"gpt":0.4235185075360566,"spread":0.2544381489314191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02302426,0.0005137128,0.07487492,0.001246745,0.00004571294,0.00003390786,0.0001689506,0.0001083252,0.0002028318],"category_scores_gemma":[0.03160557,0.0002822902,0.03700566,0.001035566,0.00008673625,0.0001241118,0.00002803082,0.000318368,4.230401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008893637,"about_ca_system_score_gemma":0.001275133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005478496,"about_ca_topic_score_gemma":0.000002230592,"domain_scores_codex":[0.9825138,0.006173217,0.01003984,0.0003084674,0.0007413233,0.0002233147],"domain_scores_gemma":[0.9607017,0.0172545,0.01918313,0.0004970614,0.002154118,0.0002094994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01140917,0.000488471,0.00001059919,0.4925588,0.4939221,0.0001048997,0.00001025033,9.561504e-7,0.00002230705,0.00003420717,0.0001559234,0.001282349],"study_design_scores_gemma":[0.01462026,0.0004698864,0.000003189391,0.101302,0.8809601,0.002336534,0.0000219552,0.00001875004,0.000002529358,0.00001102178,0.0001185925,0.0001352078],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002266981,0.9892045,0.002254871,0.0001207653,0.00005930349,0.008036025,0.00007816219,0.000008622741,0.00001103201],"genre_scores_gemma":[0.004525133,0.9866479,0.006342954,0.00009403835,0.0001071165,0.001560901,0.0003940322,0.00007537957,0.0002525454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3912568,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998626002","doi":"10.1590/2177-9465-ean-2018-0075","title":"Quality of life of ostomized person: relationship with the care provided in stomatherapy nursing consultation","year":2018,"lang":"en","type":"article","venue":"Escola Anna Nery","topic":"Stoma care and complications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; International Council for Canadian Studies","keywords":"Colostomy; Medicine; Nursing; Quality of life (healthcare); Adaptation (eye); Family medicine; Psychology; General surgery","authors":[{"name":"Liliana Sofia Grilo Miranda","is_ca":false},{"name":"Amâncio Carvalho","is_ca":false},{"name":"Elisabete Pimenta Araújo Paz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0658688593527229,"gpt":0.354640144792902,"spread":0.2887712854401791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002042549,0.00007242175,0.0002242834,0.00008798518,0.00006933792,0.000005269188,0.00006042184,0.00005053513,0.00001526344],"category_scores_gemma":[0.0002878806,0.00004928933,0.00004826667,0.0003964657,0.0002195456,0.0000557934,0.000003881873,0.00009837631,0.000003557894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004599522,"about_ca_system_score_gemma":0.000300462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000120653,"about_ca_topic_score_gemma":0.0001532739,"domain_scores_codex":[0.9992207,0.0001301991,0.0002414958,0.0001278101,0.0001894795,0.00009034695],"domain_scores_gemma":[0.9986995,0.0003336607,0.0001867581,0.0002698121,0.0004729865,0.00003729837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0127878,0.0009507315,0.5439548,0.0005669176,0.0002428263,0.000004836132,0.314868,0.00003281699,0.0615621,0.02201818,0.004469425,0.03854153],"study_design_scores_gemma":[0.003521537,0.0003887729,0.9590533,0.00025492,0.00003729813,0.000005089899,0.03420357,0.0001270431,0.002026023,0.00009484513,0.0002101631,0.00007737979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903266,0.0004686243,0.0004539382,0.002394198,0.00002936334,0.0006034689,0.000007015778,0.00002538104,0.005691342],"genre_scores_gemma":[0.9988121,0.000003512468,0.0006758129,0.0002710315,0.00005793044,0.00004951798,0.00001609636,0.000009674382,0.0001043032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4150986,"threshold_uncertainty_score":0.200996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333237633","doi":"10.1097/00152192-200503000-00009","title":"Sexuality and the Person With a Stoma","year":2005,"lang":"en","type":"review","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Continental (Canada)","funders":"","keywords":"Psychological intervention; Human sexuality; Medicine; Stoma (medicine); Nursing Interventions Classification; Sexual dysfunction; Affect (linguistics); Sexual functioning; Reproductive health; Nursing; Psychology; General surgery; Psychiatry","authors":[{"name":"Joan Junkin","is_ca":true},{"name":"Janice M. Beitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05059120353334848,"gpt":0.3652455805035124,"spread":0.3146543769701639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003967114,0.0002033178,0.001092727,0.0001135063,0.0001613453,0.00007736908,0.00009748877,0.0001027354,0.00001089913],"category_scores_gemma":[0.00004713133,0.0001012231,0.0001689438,0.0001745914,0.000427991,0.0001016981,0.000008961249,0.0005445148,0.000001261692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007054883,"about_ca_system_score_gemma":0.0002699756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006798301,"about_ca_topic_score_gemma":0.000002671607,"domain_scores_codex":[0.9989529,0.0001054362,0.0003984644,0.0001568206,0.0002378453,0.000148542],"domain_scores_gemma":[0.9986552,0.0002583904,0.0005845604,0.0001819318,0.0001980944,0.000121815],"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":[0.0001848076,0.00004406766,0.00003485457,0.0005820276,0.0001308023,0.00001925686,0.0007346206,2.148682e-8,4.407721e-7,0.0003692058,0.0003765028,0.9975234],"study_design_scores_gemma":[0.001685688,0.0003377974,0.0005828733,0.02185787,0.003118677,0.01621991,0.00120545,0.000006306058,3.152193e-7,0.00003609851,0.9548032,0.0001457563],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001683662,0.992856,0.0001866695,0.003425958,0.00008194907,0.0003511502,0.00000228652,0.000006386657,0.001405915],"genre_scores_gemma":[0.002027684,0.996066,0.0006239495,0.0002452853,0.0006110234,0.000008818951,0.000001886774,0.00001613364,0.0003992436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9973776,"threshold_uncertainty_score":0.4127758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898575611","doi":"10.1007/s00520-018-4516-3","title":"A qualitative study exploring what it takes to be physically active with a stoma after surgery for rectal cancer","year":2018,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Stoma care and complications","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut du Savoir Montfort; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Thematic analysis; Qualitative research; Nursing research; Colorectal cancer; Stoma (medicine); Lived experience; Cancer; Nursing; Surgery; Psychology; Psychotherapist; Internal medicine","authors":[{"name":"Stéphanie Saunders","is_ca":true},{"name":"Jennifer Brunet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1635834767508303,"gpt":0.4527543388429666,"spread":0.2891708620921363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001317065,0.0002480542,0.0005046481,0.0002084948,0.00008389368,0.00003875236,0.00008837027,0.00004728671,0.0002860615],"category_scores_gemma":[0.000112577,0.0002057011,0.000127153,0.0005923783,0.0001301787,0.0005018815,0.00003439518,0.0001509355,0.0000107528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007424719,"about_ca_system_score_gemma":0.0008241168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000964135,"about_ca_topic_score_gemma":0.02782594,"domain_scores_codex":[0.998244,0.00008360459,0.0003074392,0.0006070276,0.0003462202,0.0004116833],"domain_scores_gemma":[0.9974459,0.0003931097,0.0001187786,0.0003130972,0.001559137,0.0001700241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007344393,0.0004336134,0.02464815,0.0001230353,0.0004701582,0.00007503545,0.9002397,0.000002841729,0.0004891858,0.00001894638,0.004496162,0.06165876],"study_design_scores_gemma":[0.001262469,0.00287241,0.1233635,0.0009822134,0.0002105099,0.000003869908,0.8562709,0.000002849506,0.007774619,0.00001903916,0.006874627,0.0003629528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914523,0.0004682517,0.0001325757,0.004642554,0.0004153166,0.002186649,0.0003159809,0.00004815563,0.0003381573],"genre_scores_gemma":[0.9712359,0.00005538469,0.0001653044,0.002924335,0.0005371207,0.02479454,0.00003280912,0.00005264865,0.0002019757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09871536,"threshold_uncertainty_score":0.9899137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991333951","doi":"10.1097/won.0b013e3182a219b7","title":"Use of Convexity in Pouching","year":2013,"lang":"en","type":"review","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Convexity; Confusion; Product (mathematics); Medicine; Computer science; Mathematics; Psychology; Business","authors":[{"name":"Jo Hoeflok","is_ca":true},{"name":"Julia Kittscha","is_ca":false},{"name":"Paris Purnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1468843621488853,"gpt":0.3944316772145897,"spread":0.2475473150657043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002147054,0.0001751265,0.001344018,0.0003520395,0.00003650998,0.00004003132,0.0001008907,0.0001514891,0.00002605127],"category_scores_gemma":[0.0001494345,0.0001305093,0.0002640309,0.0002529044,0.0001306553,0.0002285884,0.00001399692,0.0005578078,0.000002613498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009116139,"about_ca_system_score_gemma":0.0003040034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003304019,"about_ca_topic_score_gemma":0.000001653871,"domain_scores_codex":[0.998569,0.00007564288,0.0008811848,0.0001298588,0.0001954249,0.0001488982],"domain_scores_gemma":[0.9982631,0.000279268,0.0009040413,0.0001742594,0.0002716278,0.0001077015],"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":[0.00002078923,0.00008954752,0.0003925454,0.001510983,0.00005677779,0.00002116777,0.0002045196,1.329993e-7,0.00001900131,0.0001792724,0.000344448,0.9971608],"study_design_scores_gemma":[0.0005615607,0.0002584562,0.002295175,0.09977747,0.001220097,0.003052321,0.000245102,0.00001518044,0.00001056983,0.0001910081,0.8921737,0.0001993346],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009208614,0.9892997,0.0002082156,0.0002854023,0.0002029494,0.000316378,0.000002777732,0.000003526901,0.0004725048],"genre_scores_gemma":[0.003036773,0.9948726,0.001678064,0.00006900368,0.0001704945,0.000004969032,0.000003154453,0.00001500127,0.0001499734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9969615,"threshold_uncertainty_score":0.5322015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977927172","doi":"10.1097/won.0b013e3181a1a1c5","title":"Young Adults With Permanent Ileostomies","year":2009,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services","funders":"University of Calgary","keywords":"Ileostomy; Medicine; Surgery","authors":[{"name":"Lorraine Gail W. Sinclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007749146141238098,"gpt":0.2626003979697578,"spread":0.2548512518285196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008067807,0.00009575245,0.0002201467,0.0001048683,0.0001036046,0.00003753862,0.00005686206,0.00003619771,0.0000141588],"category_scores_gemma":[0.00001908065,0.00006797271,0.00005545745,0.0001237265,0.00008692593,0.0001666544,0.000002898875,0.0001868591,0.000002283545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004203695,"about_ca_system_score_gemma":0.00007343322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004488899,"about_ca_topic_score_gemma":0.000002280063,"domain_scores_codex":[0.9993038,0.00001203725,0.0002336164,0.00009881474,0.0002106662,0.0001410725],"domain_scores_gemma":[0.9992726,0.00002606913,0.0001733949,0.000106864,0.0002981808,0.0001228221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006377989,0.001011063,0.07897269,0.00008626501,0.0001790687,0.0005268594,0.01691776,0.000007936765,0.01841449,0.004327264,0.006106101,0.8670725],"study_design_scores_gemma":[0.004195334,0.003639292,0.9513756,0.003955129,0.0004249442,0.01823677,0.006794101,0.0001043738,0.001749129,0.0006928651,0.008572835,0.0002596165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822748,0.002098147,0.000630792,0.007622325,0.0001038806,0.00010801,6.070308e-7,0.00001109905,0.007150357],"genre_scores_gemma":[0.9971442,0.0001432607,0.001664995,0.00057953,0.0002281568,0.000001009467,0.000001171078,0.000005123805,0.0002325868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8724029,"threshold_uncertainty_score":0.2771847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329635274","doi":"10.1007/dcr.0b013e31819724a3","title":"Hospital Readmission Rates after Ileal Pouch-Anal Anastomosis","year":2009,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Anastomosis; Pouch; Surgery; Ileostomy; Colorectal surgery; Ulcerative colitis; Retrospective cohort study; Bowel obstruction; Proctocolectomy; General surgery; Abdominal surgery; Internal medicine; Disease","authors":[{"name":"Indraneel Datta","is_ca":true},{"name":"W. Donald Buie","is_ca":true},{"name":"Anthony R. MacLean","is_ca":true},{"name":"J. Heine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005732942664171282,"gpt":0.268782424526997,"spread":0.2630494818628257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002710396,0.0001026128,0.0001818871,0.00004797759,0.0000709166,0.000009860428,0.0001508538,0.00004255677,0.0001857376],"category_scores_gemma":[0.0001478665,0.00006850017,0.000235831,0.0002163691,0.00005971454,0.00003702037,0.00003885113,0.0000784908,0.00002104296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004255118,"about_ca_system_score_gemma":0.0001077343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001919182,"about_ca_topic_score_gemma":0.000003142971,"domain_scores_codex":[0.9992925,0.0000251906,0.0001576996,0.0001714485,0.0002077197,0.0001454241],"domain_scores_gemma":[0.9991719,0.0000425545,0.00007613267,0.0004335397,0.0001244791,0.0001513774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005252607,0.004815804,0.6496692,0.0002135254,0.0004817293,0.0001231863,0.001178408,0.0000162532,0.03037175,0.001819207,0.2188887,0.08716962],"study_design_scores_gemma":[0.000367549,0.0005497026,0.988583,0.0001152963,0.0003024184,0.000008136655,0.00008047925,0.00003236588,0.006942454,0.0008330636,0.00209307,0.00009243815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876416,0.001241267,0.00000875164,0.009305049,0.0001471928,0.00029625,0.00004381229,0.00004636958,0.001269729],"genre_scores_gemma":[0.9980222,0.00002422089,0.00005265845,0.001222998,0.0001077185,0.00003287588,0.00001912858,0.000008740786,0.0005094426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3389138,"threshold_uncertainty_score":0.2793356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224238663","doi":"10.12968/bjon.2022.31.8.442","title":"The Ostomy Skin Tool 2.0: a new instrument for assessing peristomal skin changes","year":2022,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":27,"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","funders":"","keywords":"Medicine; Itching; Health professionals; Dermatology; Health care","authors":[{"name":"Lina Martins","is_ca":true},{"name":"Gillian Down","is_ca":false},{"name":"Birgitte Dissing Andersen","is_ca":false},{"name":"Lene Feldskov Nielsen","is_ca":false},{"name":"Anne Steen Hansen","is_ca":false},{"name":"Nana Overgaard Herschend","is_ca":false},{"name":"Zenia M. Størling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04193244690780674,"gpt":0.331132518400542,"spread":0.2892000714927352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003400325,0.00007228678,0.0001846041,0.00007639691,0.0008678859,0.0001756813,0.0001531293,0.0000227492,0.00006593957],"category_scores_gemma":[0.00008803902,0.00007259876,0.0001570503,0.0001626896,0.00004850605,0.00009375212,0.00002647103,0.0002855331,6.53993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634426,"about_ca_system_score_gemma":0.0003407261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000031573,"about_ca_topic_score_gemma":0.00001213167,"domain_scores_codex":[0.9989949,0.00005257325,0.0002850102,0.0001044381,0.0003540935,0.0002089631],"domain_scores_gemma":[0.99929,0.0001095376,0.0002312561,0.0001144184,0.0001564218,0.00009832035],"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":[0.0000910864,0.000113964,0.0001119498,0.000007423452,0.00003931706,0.00007006016,0.0005774676,0.000005643529,0.0006698961,0.0001481833,0.03340377,0.9647613],"study_design_scores_gemma":[0.004903433,0.001603257,0.1269394,0.001694454,0.0004371667,0.0993109,0.01858573,0.0004399665,0.00134113,0.002397558,0.7420201,0.0003268971],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592906,0.008566215,0.005776787,0.02242817,0.001174919,0.0004511077,0.00001531957,0.00002574083,0.002271124],"genre_scores_gemma":[0.9920693,0.00009558725,0.005428503,0.0006892131,0.000955167,0.00002797916,0.000006279487,0.00002353873,0.0007044547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9644343,"threshold_uncertainty_score":0.6675164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201491748","doi":"10.1097/01.asw.0000790468.10881.90","title":"The Value of Nurses Specialized in Wound, Ostomy, and Continence: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Stoma care and complications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Value (mathematics); MEDLINE; General surgery","authors":[{"name":"Corey Heerschap","is_ca":true},{"name":"Victoria Duff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01700078316556955,"gpt":0.3800189248984973,"spread":0.3630181417329278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003536369,0.0003429369,0.003314609,0.0001395394,0.00006647428,0.00003235072,0.0003193259,0.0001518218,0.00001937391],"category_scores_gemma":[0.0008504657,0.0002219441,0.0003775257,0.0009250242,0.0002021137,0.00008199333,0.00008767631,0.0003952222,0.000007018338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433943,"about_ca_system_score_gemma":0.0004165681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003217913,"about_ca_topic_score_gemma":0.0003000753,"domain_scores_codex":[0.9972324,0.0003966124,0.001315909,0.0004304103,0.0003777608,0.0002468473],"domain_scores_gemma":[0.9970953,0.00107514,0.0005935179,0.0008992597,0.0002788112,0.00005796039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004760908,0.00002842594,0.00003671234,0.7535859,0.00005944706,0.0000401768,0.0003314009,1.478801e-7,3.522496e-8,0.002904965,0.00009283843,0.2429152],"study_design_scores_gemma":[0.0001995867,0.00002707115,0.00001034131,0.4598596,0.000924762,0.0001420576,0.001258167,2.139519e-7,2.069709e-7,0.00007503873,0.5373801,0.0001228243],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001360052,0.9917742,0.000005797157,0.00007857296,0.0003342149,0.004015219,0.00002774976,0.00001302502,0.003737633],"genre_scores_gemma":[0.0001023226,0.9976223,0.00009769724,0.0001428978,0.00009907859,0.001516952,0.00009574943,0.0000317715,0.0002913084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5372872,"threshold_uncertainty_score":0.9050616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790867102","doi":"10.2196/resprot.7470","title":"Improving Health-Related Quality of Life of Patients With an Ostomy Using a Novel Digital Wearable Device: Protocol for a Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Stoma care and complications","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"BC Innovation Council","funders":"","keywords":"Ileostomy; Protocol (science); Quality of life (healthcare); Wearable computer; Medicine; Colostomy; Psychology; Nursing; Computer science; Alternative medicine; Surgery","authors":[{"name":"Dara Rouholiman","is_ca":false},{"name":"Jamison G. Gamble","is_ca":false},{"name":"Ellen M. Encisco","is_ca":false},{"name":"Ashish G Shah","is_ca":false},{"name":"Francisco J Grajales","is_ca":true},{"name":"Larry F. Chu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5133037332016245,"gpt":0.5951789413943198,"spread":0.08187520819269534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00155297,0.0001563701,0.0005152755,0.0002532091,0.0002549061,0.00005367711,0.0002687893,0.00005166537,0.00004171254],"category_scores_gemma":[0.0005350323,0.000119911,0.00005115766,0.0008145815,0.0003013637,0.0002994057,0.000141719,0.0002702886,0.000003963653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480507,"about_ca_system_score_gemma":0.001773335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007031018,"about_ca_topic_score_gemma":0.00009238463,"domain_scores_codex":[0.9969391,0.0002260141,0.0008880383,0.0004347846,0.001020559,0.0004914793],"domain_scores_gemma":[0.9950535,0.0001845522,0.0004912104,0.0007939909,0.003173352,0.0003034544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08738525,0.08792496,0.7660334,0.01202089,0.0003609794,0.00000146491,0.003505002,0.000003373467,0.02294542,0.0005540978,0.0005266008,0.01873863],"study_design_scores_gemma":[0.0587114,0.2995501,0.626699,0.005233299,0.00001362668,0.000004149459,0.001899347,0.0008364851,0.002156295,0.0001951042,0.004282519,0.0004186434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2322678,2.545021e-7,0.0004781469,0.00004794645,0.000001159025,0.7669301,0.00004977571,0.00003320344,0.0001916152],"genre_scores_gemma":[0.296557,1.470851e-9,0.001661851,0.00001860276,0.00003640814,0.7016489,0.000009114828,0.00002898989,0.00003917466],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2116251,"threshold_uncertainty_score":0.4889828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310995059","doi":"10.3389/fpsyt.2022.1001232","title":"Prevalence of depression and its potential contributing factors in patients with enterostomy: A meta-analytical review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Stoma care and complications","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Enterostomy; Depression (economics); Confidence interval; Subgroup analysis; Cochrane Library; CINAHL; Internal medicine; MEDLINE; Surgery; Psychiatry; Psychological intervention","authors":[{"name":"Wymann Shao Wen Tang","is_ca":false},{"name":"Christine Li Ling Chiang","is_ca":false},{"name":"Kay Wee Kwang","is_ca":false},{"name":"Melvyn Wei Bin Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03659121236676101,"gpt":0.3225556127646123,"spread":0.2859644003978513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000288691,0.0003156346,0.002400167,0.0003184792,0.00004399991,0.000005552742,0.0002025732,0.0001335713,0.0001531562],"category_scores_gemma":[0.000117742,0.0002142561,0.0004537053,0.0005314625,0.00004066871,0.0000504756,0.0001229228,0.0005421995,5.346976e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209988,"about_ca_system_score_gemma":0.0002529549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005165009,"about_ca_topic_score_gemma":0.000001272656,"domain_scores_codex":[0.9977669,0.0002207812,0.0008504123,0.0005080727,0.0003978845,0.0002559556],"domain_scores_gemma":[0.9988967,0.00005368418,0.0004756053,0.0004407068,0.00004170682,0.00009161941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008880403,0.0005024626,0.8065975,0.09635755,0.001881219,0.000006791917,0.00002839573,2.788697e-7,7.073564e-9,0.00003044421,0.006374221,0.0881323],"study_design_scores_gemma":[0.004563498,0.0008708672,0.3186666,0.1467283,0.09737261,0.0000615395,0.0001111332,0.00004963206,1.985848e-7,0.00005657819,0.430457,0.001062026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007156575,0.9963183,0.00008394745,0.00006562471,0.0007508788,0.001788673,0.0001906939,0.00001203661,0.00007413188],"genre_scores_gemma":[0.001423825,0.9973483,0.000600377,0.0001172485,0.00002378392,0.0002060766,0.0002043559,0.00003136002,0.00004468277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4879309,"threshold_uncertainty_score":0.873711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W176765983","doi":"","title":"A descriptive survey study on the effect of age on quality of life following stoma surgery.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Stoma care and complications","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Stoma (medicine); Quality of life (healthcare); Population; Activities of daily living; Surgery; Physical therapy; Nursing","authors":[{"name":"Selina K. Wong","is_ca":true},{"name":"Pang Y. Young","is_ca":true},{"name":"Sandy Widder","is_ca":true},{"name":"Rachel G. Khadaroo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1422942506893928,"gpt":0.3185835266771975,"spread":0.1762892759878047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002163005,0.0001009049,0.0004421082,0.00008277244,0.00003925505,0.000008062475,0.0001009573,0.00003255325,0.00001566397],"category_scores_gemma":[0.003747255,0.00006018019,0.0001891233,0.0002732396,0.00003973772,0.00002608957,0.00002568851,0.0001043729,0.00001589532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003830713,"about_ca_system_score_gemma":0.0000276048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208703,"about_ca_topic_score_gemma":0.00009365995,"domain_scores_codex":[0.9982191,0.0008052823,0.0003098265,0.0001622313,0.000332861,0.0001707412],"domain_scores_gemma":[0.9949851,0.004185078,0.0001371056,0.0005089378,0.00009608067,0.00008767016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003511966,0.0004003026,0.9856538,0.00002635705,0.000299061,0.00000278908,0.0005047322,3.970746e-7,0.0002032312,0.00005418656,0.002783135,0.009720832],"study_design_scores_gemma":[0.000577518,0.0003898085,0.9968814,0.00001903606,0.000051927,2.532929e-7,0.0003706413,0.000001247492,0.001633212,0.00001363001,0.00001059748,0.00005070974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951102,0.0000304235,0.000006068066,0.0002956724,0.0001141956,0.002424137,0.000009160452,0.00002439466,0.001985769],"genre_scores_gemma":[0.9973273,6.094447e-7,0.000001472617,0.0001654307,0.00002460856,0.002340759,0.000007278696,0.0000111545,0.0001214274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122764,"threshold_uncertainty_score":0.4486085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2508099896","doi":"10.1097/won.0000000000000261","title":"Prevalence of Parastomal Hernia and Factors Associated With Its Development","year":2016,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Research Manitoba; University of Manitoba; Canadian Women's Health Network; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; Colostomy; Univariate analysis; Cross-sectional study; Ileostomy; Population; Multivariate analysis; General surgery; Surgery; Internal medicine; Environmental health","authors":[{"name":"Beverley Temple","is_ca":true},{"name":"Trevor Farley","is_ca":true},{"name":"Kristine Popik","is_ca":true},{"name":"Carisa Ewanyshyn","is_ca":true},{"name":"E Beyer","is_ca":true},{"name":"Brenden Dufault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02832531456711679,"gpt":0.2763284547422136,"spread":0.2480031401750968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001289443,0.00008369404,0.0002072317,0.00007333364,0.00006312945,0.00001046865,0.00004534838,0.00003902583,0.00001511528],"category_scores_gemma":[0.00009289836,0.00004778787,0.00002492188,0.00008149672,0.0001186066,0.0001375578,0.000006631223,0.00007927587,3.721754e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004726807,"about_ca_system_score_gemma":0.0001306885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.550036e-7,"about_ca_topic_score_gemma":0.000001373342,"domain_scores_codex":[0.9993195,0.00001961642,0.0002587079,0.000091231,0.0001970481,0.0001139208],"domain_scores_gemma":[0.9991184,0.0001186859,0.000293585,0.00005900394,0.0003102237,0.0001001264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003363225,0.0001660402,0.900706,0.00006245784,0.0001216245,0.00001195499,0.00193147,2.857613e-7,0.03068653,0.0001110799,0.00008417011,0.06578209],"study_design_scores_gemma":[0.001164304,0.0004484949,0.9822275,0.002933802,0.0001280631,0.0002008877,0.0003185791,0.000005916286,0.01206634,0.00002732944,0.000406046,0.00007274215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967585,0.00123491,0.0007489535,0.0009043597,0.00004125798,0.00008015526,0.000002123528,0.000005127858,0.0002246719],"genre_scores_gemma":[0.9991926,0.00008201118,0.0003974033,0.00004140183,0.00002418158,0.00000108314,2.722741e-7,0.000005324306,0.0002557146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08152153,"threshold_uncertainty_score":0.1948733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321977943","doi":"10.1097/won.0000000000000194","title":"A Cost-Utility Model of Care for Peristomal Skin Complications","year":2015,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Columbian Hospital","funders":"","keywords":"Medicine; Offset (computer science); Quality of life (healthcare); Operations management; Emergency medicine; Computer science; Nursing","authors":[{"name":"Nancy Neil","is_ca":true},{"name":"Gary Inglese","is_ca":true},{"name":"Andrea Manson","is_ca":true},{"name":"Arden Townshend","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08610249441774395,"gpt":0.3637701242739061,"spread":0.2776676298561621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566339,0.0000805064,0.0002853398,0.00008851059,0.00009297351,0.00001595351,0.00007581276,0.00004902073,0.000002758272],"category_scores_gemma":[0.00009634099,0.00007048455,0.000110705,0.0001022825,0.0001530092,0.0001072471,0.000008298762,0.0001208686,4.558983e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007488026,"about_ca_system_score_gemma":0.0003067217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007638485,"about_ca_topic_score_gemma":0.000004612686,"domain_scores_codex":[0.9992377,0.00001567346,0.0003529379,0.0001029165,0.000172763,0.0001180753],"domain_scores_gemma":[0.9980562,0.00006390134,0.0002559091,0.000158021,0.00129912,0.0001668339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006882309,0.002108496,0.05880183,0.0008060476,0.0003526958,0.00001304137,0.07952876,0.0005548953,0.02394382,0.01691153,0.01710003,0.7929965],"study_design_scores_gemma":[0.03063318,0.009026772,0.4877735,0.006847247,0.003748537,0.00533319,0.156812,0.1457909,0.01775341,0.02206765,0.1127914,0.001422278],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015164,0.00281042,0.08766709,0.003492026,0.0001235945,0.000465491,0.00002628394,0.000009669643,0.003888967],"genre_scores_gemma":[0.9857786,0.00001686876,0.01387594,0.0001518152,0.00008999834,0.0000125834,0.000005794833,0.000006931627,0.00006147303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7915742,"threshold_uncertainty_score":0.2874277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}