{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":43,"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":"26d96b7ee2df","filters":{"venue":"Aesthetic Surgery Journal Open Forum"}},"results":[{"id":"W3160409245","doi":"10.1093/asjof/ojab019","title":"Clinical Relevance of Elastin in the Structure and Function of Skin","year":2021,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Skin Protection and Aging","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SKiN Health; Quest University Canada; University of British Columbia","funders":"Allergan Aesthetics","keywords":"Elastin; Relevance (law); Function (biology); Medicine; Pathology; Biology; Evolutionary biology; Political science","authors":[{"name":"Leslie Baumann","is_ca":true},{"name":"Eric F. Bernstein","is_ca":true},{"name":"Anthony S. Weiss","is_ca":false},{"name":"Damien Bates","is_ca":false},{"name":"Shannon Humphrey","is_ca":true},{"name":"Michael Silberberg","is_ca":false},{"name":"Robert Daniels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03385168698703443,"gpt":0.3222674091658409,"spread":0.2884157221788065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420906,0.00006401283,0.0003154601,0.00006932038,0.00005001163,0.00002507852,0.00007564329,0.00005437374,0.000131767],"category_scores_gemma":[0.0003108836,0.00004081191,0.0001029688,0.0002428619,0.00006753996,0.00008763112,0.00004651255,0.0003684915,9.352124e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009041971,"about_ca_system_score_gemma":0.0001517919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009463477,"about_ca_topic_score_gemma":0.00001242605,"domain_scores_codex":[0.9987853,0.0002475263,0.0005497793,0.0001080686,0.000188529,0.0001207551],"domain_scores_gemma":[0.9990466,0.000374277,0.0002669446,0.0001518976,0.0001125234,0.00004777703],"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":[0.0004748002,0.0001680131,0.3267958,0.00001736209,0.00003002811,0.000198142,0.0002145746,0.0000116261,0.0006011043,0.0003332845,0.008153008,0.6630023],"study_design_scores_gemma":[0.005164092,0.0008524934,0.665248,0.002959868,0.0001517081,0.07151374,0.007032618,0.0002034481,0.01547453,0.01227465,0.2188054,0.0003193918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798307,0.0006476303,0.0001589988,0.01852106,0.0003400217,0.0001219833,9.045633e-7,0.00000188095,0.0003767888],"genre_scores_gemma":[0.9977327,0.0002875749,0.0002750421,0.001578261,0.00001493429,0.000001109154,0.000001331583,0.00000720529,0.0001018538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6626829,"threshold_uncertainty_score":0.1664261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200336566","doi":"10.1093/asjof/ojab052","title":"BreastGAN: Artificial Intelligence-Enabled Breast Augmentation Simulation","year":2021,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Breast Implant and Reconstruction","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":"Centre de Santé et de Services Sociaux de la Montagne; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Context (archaeology); Artificial neural network; Artificial intelligence; Chart; Medical physics; Surgical planning; Breast augmentation; Computer science; Surgery","authors":[{"name":"Christian Chartier","is_ca":true},{"name":"Ayden Watt","is_ca":true},{"name":"Owen Lin","is_ca":true},{"name":"Akash Chandawarkar","is_ca":false},{"name":"James Lee","is_ca":true},{"name":"Elizabeth J. Hall‐Findlay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05293814689299604,"gpt":0.3206701405323276,"spread":0.2677319936393315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006673069,0.0001760337,0.0004086069,0.0001933776,0.0003388741,0.0003410822,0.0001076932,0.0001161576,0.001301922],"category_scores_gemma":[0.00002167663,0.0001490881,0.0002335882,0.0003930519,0.00006085425,0.0005483801,0.00006857776,0.0003131795,0.0001762331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117376,"about_ca_system_score_gemma":0.0005474129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003041795,"about_ca_topic_score_gemma":0.000016644,"domain_scores_codex":[0.9981839,0.0001512138,0.0006899725,0.0002410703,0.0003531725,0.0003806674],"domain_scores_gemma":[0.9987239,0.000134039,0.0002950921,0.0001992325,0.0003887224,0.0002589795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005265047,0.0001899253,0.007500012,0.000005265967,0.0000524528,0.0005290578,0.00005801213,0.0004702209,0.0001105494,0.0003163056,0.002893106,0.9873486],"study_design_scores_gemma":[0.000433997,0.00006410133,0.003006725,0.0003687559,0.00009838051,0.9777506,0.001574364,0.003703917,0.00298351,0.006446799,0.003314523,0.0002543323],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263436,0.0001946558,0.007875342,0.06022857,0.002741543,0.0004259861,0.00001433799,0.00005304637,0.0021229],"genre_scores_gemma":[0.9979711,0.0000420118,0.0005180349,0.0006769447,0.000105652,0.000005961515,0.00008401422,0.00002869512,0.0005676309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9870943,"threshold_uncertainty_score":0.999611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004694157","doi":"10.1093/asjof/ojaa005","title":"The Role of Clinical Examination in Midface Volume Correction Using Hyaluronic Acid Fillers: Should Patients Be Stratified by Skin Thickness?","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Medicine; Hyaluronic acid; Volume (thermodynamics); Cosmetic Techniques; Surgery; Anatomy","authors":[{"name":"Andreas Nikolis","is_ca":true},{"name":"Kaitlyn M. Enright","is_ca":false},{"name":"John S. Sampalis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08049068928050737,"gpt":0.3544016420506191,"spread":0.2739109527701118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003375853,0.0001724363,0.0005846473,0.0001199097,0.0002191844,0.0001338997,0.0002420567,0.0001890841,0.000145686],"category_scores_gemma":[0.001030802,0.0001301647,0.0002561416,0.0003976868,0.000116462,0.0003794582,0.00008725833,0.0006318485,0.000006718568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031597,"about_ca_system_score_gemma":0.0004329949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008940876,"about_ca_topic_score_gemma":0.00003373746,"domain_scores_codex":[0.9968817,0.0006449102,0.001330515,0.0002400988,0.0005819431,0.0003208811],"domain_scores_gemma":[0.9981714,0.0004098771,0.0006941165,0.0001921357,0.0003231843,0.0002093051],"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":[0.0005171705,0.0003317224,0.1806345,0.000003056475,0.00002617662,0.00001425651,0.0002885372,0.00002086594,0.0003406726,0.00003924742,0.1250799,0.692704],"study_design_scores_gemma":[0.001891458,0.0009016277,0.02890388,0.0004434216,0.00004425633,0.000390336,0.003564759,0.01995292,0.008233111,0.0003004686,0.9349781,0.0003956156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359397,0.0003555205,0.0004149594,0.05966195,0.0009414432,0.0006829596,0.000008761299,0.00003214998,0.001962596],"genre_scores_gemma":[0.9949816,0.0002737202,0.0001228117,0.004307398,0.000009193151,0.00001098746,0.00003030466,0.00002825191,0.0002357755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8098983,"threshold_uncertainty_score":0.5307961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981177173","doi":"10.1093/asjof/ojz030","title":"Posterior Vaginoplasty With Perineoplasty: A Canadian Experience With Vaginal Tightening Surgery","year":2019,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vaginoplasty; Surgery; Vagina; Perineum; Perioperative","authors":[{"name":"Ryan E Austin","is_ca":true},{"name":"Frank Lista","is_ca":true},{"name":"Peter-George Vastis","is_ca":false},{"name":"Jamil Ahmad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01861232608193928,"gpt":0.2536845333597841,"spread":0.2350722072778448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007403879,0.0004137573,0.0008873815,0.0005793097,0.0004002751,0.0005310955,0.0003113984,0.0001005974,0.001030619],"category_scores_gemma":[0.00005428211,0.0002908285,0.0001616374,0.0005656804,0.0001566783,0.0008928986,0.0001017019,0.0005162303,0.0002956811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553412,"about_ca_system_score_gemma":0.00241123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004574838,"about_ca_topic_score_gemma":0.004140597,"domain_scores_codex":[0.9969782,0.0001061857,0.0006176226,0.0004965878,0.0007114475,0.001089982],"domain_scores_gemma":[0.9974632,0.0002859866,0.0003681183,0.0005414388,0.0003713661,0.0009699033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001036716,0.0000594356,0.9724312,0.00001700431,0.00007155989,0.002599321,0.001042889,0.00004040708,0.00006719257,0.00001593301,0.003525424,0.0190929],"study_design_scores_gemma":[0.002719635,0.001797861,0.2174191,0.004063316,0.0001636009,0.4530785,0.006777695,0.0003195106,0.001240311,0.00003136165,0.3108643,0.001524761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761377,0.0002096051,0.00002684969,0.01926487,0.0004884946,0.0005745838,0.000004956139,0.00004658943,0.003246329],"genre_scores_gemma":[0.9931398,0.00001918273,0.001419531,0.002469049,0.00003220142,0.00003381716,0.00001575526,0.0001048825,0.002765764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7550121,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200965192","doi":"10.1093/asjof/ojab036","title":"High-Dose Neuromodulators: A Roundtable on Making Sense of the Data in Real-World Clinical Practice","year":2021,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Galderma","keywords":"Medicine; Duration (music); Clinical trial; Patient care; Psychology; Intensive care medicine; Internal medicine; Nursing","authors":[{"name":"Sabrina G. Fabi","is_ca":true},{"name":"Jean Carruthers","is_ca":true},{"name":"John Joseph","is_ca":false},{"name":"Sue Ellen Cox","is_ca":false},{"name":"Steve Yoelin","is_ca":true},{"name":"Julius W. Few","is_ca":false},{"name":"Joely Kaufman‐Janette","is_ca":true},{"name":"Steven Dayan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1470361521546499,"gpt":0.4109231743628579,"spread":0.263887022208208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003041809,0.0001949386,0.0007215415,0.0001230717,0.0001597738,0.0001739809,0.0005344098,0.0001650224,0.0001206471],"category_scores_gemma":[0.00207811,0.0001212134,0.0002703803,0.0008550877,0.0001183027,0.0005805378,0.0007769591,0.001574875,0.00002271838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005554144,"about_ca_system_score_gemma":0.000577835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001563634,"about_ca_topic_score_gemma":0.0001353349,"domain_scores_codex":[0.996067,0.001286748,0.001204989,0.0004658948,0.0005264758,0.0004488231],"domain_scores_gemma":[0.9959782,0.001760856,0.0006309436,0.001300576,0.0001581509,0.0001713264],"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":[0.01085366,0.01206878,0.3769169,0.00005461685,0.0005824838,0.05357544,0.0001953329,0.001185174,0.0002938853,0.0104677,0.3078484,0.2259576],"study_design_scores_gemma":[0.007739485,0.001117389,0.1677785,0.002874773,0.0004573307,0.07408131,0.0008646758,0.001023905,0.0003417767,0.006177424,0.7368696,0.0006738452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7048997,0.0002667632,0.00001098537,0.2880394,0.001494428,0.0003379339,0.000006185463,0.00001373675,0.004930817],"genre_scores_gemma":[0.9671481,0.00191311,0.0004479999,0.02890432,0.00002793832,0.000002752578,0.000009937149,0.00003886737,0.001506983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4290212,"threshold_uncertainty_score":0.6842135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134059865","doi":"10.1093/asjof/ojab010","title":"Autologous Fat Injection for Augmentation Rhinoplasty: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal Open Forum","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rhinoplasty; Patient satisfaction; Checklist; Complication; Surgery; Inclusion and exclusion criteria; MEDLINE; Worksheet; Nose","authors":[{"name":"Seied Omid Keyhan","is_ca":false},{"name":"Shaqayeq Ramezanzade","is_ca":false},{"name":"Behnam Bohluli","is_ca":true},{"name":"Hamid Reza Fallahi","is_ca":false},{"name":"Sanaz Mirzahoseini","is_ca":false},{"name":"Foad Nahai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08817019341614674,"gpt":0.3866474692509917,"spread":0.298477275834845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003242173,0.0006890197,0.008310768,0.0003916173,0.0005620393,0.0003049522,0.0003267114,0.0002916292,0.0001175598],"category_scores_gemma":[0.001022887,0.0004706207,0.002847732,0.0007191614,0.00006052825,0.0002521337,0.0002005806,0.0006888183,0.00008900035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105098,"about_ca_system_score_gemma":0.001025808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008332817,"about_ca_topic_score_gemma":0.000004748613,"domain_scores_codex":[0.9946519,0.0008626876,0.00273892,0.0005351472,0.0005345078,0.0006768213],"domain_scores_gemma":[0.9948086,0.001539923,0.00235132,0.0005399805,0.0004680985,0.0002920408],"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":[0.00002309262,0.0001076731,0.000008572456,0.3169227,0.0005806431,0.0002548872,0.00001220003,1.287859e-7,1.861494e-8,0.00004312652,0.1189229,0.5631241],"study_design_scores_gemma":[0.0001546312,0.0001521795,1.095748e-7,0.4585229,0.00376391,0.04072847,0.00007997185,6.809049e-7,4.030231e-7,0.00003033897,0.4963187,0.0002477058],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002456949,0.9860187,0.0001451973,0.005611513,0.001903046,0.006019315,0.00002388412,0.00004383859,0.0002320672],"genre_scores_gemma":[0.000003290784,0.9924951,0.0001513622,0.003018116,0.0000655144,0.001328724,0.0002574078,0.0001179338,0.002562596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5628764,"threshold_uncertainty_score":0.9997746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223459313","doi":"10.1093/asjof/ojac025","title":"Complications of Capsulectomies: An Analysis of the American College of Surgeons National Surgical Quality Improvement Program Database","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Complication; Surgery; Dehiscence; Wound dehiscence; Incidence (geometry); Capsular contracture; Sepsis; Database; General surgery; Breast reconstruction; Internal medicine; Breast cancer; Cancer","authors":[{"name":"Jad Abi‐Rafeh","is_ca":true},{"name":"Tyler Safran","is_ca":true},{"name":"Sebastian Winocour","is_ca":false},{"name":"Tassos Dionisopoulos","is_ca":true},{"name":"Peter Davison","is_ca":true},{"name":"Joshua Vorstenbosch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04670006858630366,"gpt":0.3539793044748574,"spread":0.3072792358885538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002581034,0.0001110449,0.0007789039,0.0004198932,0.0002893595,0.00001100294,0.0003257163,0.00002051829,0.0001749072],"category_scores_gemma":[0.00003707373,0.00007867023,0.0004956808,0.001645139,0.0003622839,0.0001111259,0.0002067401,0.0002364194,2.513803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359016,"about_ca_system_score_gemma":0.0008830938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009792465,"about_ca_topic_score_gemma":0.0001922063,"domain_scores_codex":[0.9972556,0.0004346587,0.001025256,0.0001701328,0.0009059921,0.0002084164],"domain_scores_gemma":[0.9971994,0.000281621,0.001443815,0.000370081,0.0005774389,0.0001275996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001654811,0.004747435,0.6889667,0.00002905591,0.001938566,0.00003304036,0.0002051276,0.0004271067,0.001287868,0.005726959,0.008535611,0.2864477],"study_design_scores_gemma":[0.003862243,0.001664852,0.8282312,0.0002142101,0.0022176,0.1102195,0.0117278,0.002813061,0.003381485,0.0009871365,0.03411409,0.0005669236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907774,0.00002782551,0.00001776966,0.007078642,0.000169225,0.0004733844,0.001167976,0.000006571681,0.0002811856],"genre_scores_gemma":[0.9993603,0.00001566969,0.0002602079,0.0001167615,0.000004230691,0.00004566151,0.0001412839,0.000009921365,0.00004600607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2858808,"threshold_uncertainty_score":0.3208079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401628611","doi":"10.1093/asjof/ojae062","title":"Preoperative Patient Guidance and Education in Aesthetic Breast Plastic Surgery: A Novel Proposed Application of Artificial Intelligence Large Language Models","year":2024,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Computer science; Medicine; Artificial intelligence; Psychology","authors":[{"name":"Jad Abi‐Rafeh","is_ca":true},{"name":"Brian Bassiri-Tehrani","is_ca":false},{"name":"Roy Kazan","is_ca":true},{"name":"Heather Furnas","is_ca":false},{"name":"Dennis C. Hammond","is_ca":false},{"name":"William P. Adams","is_ca":false},{"name":"Foad Nahai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06207900858872538,"gpt":0.3702053950217234,"spread":0.3081263864329981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263678,0.0002069245,0.0004757926,0.0004944574,0.0001433954,0.0001803297,0.0001378564,0.0001134697,0.00009496939],"category_scores_gemma":[0.000198215,0.0001751173,0.0001203865,0.00063615,0.0001080841,0.0005498764,0.00006529196,0.0003641511,0.00002926755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196519,"about_ca_system_score_gemma":0.00229405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006073766,"about_ca_topic_score_gemma":0.0001951415,"domain_scores_codex":[0.9975657,0.0001359324,0.001188172,0.0003719885,0.0003278424,0.0004103775],"domain_scores_gemma":[0.9982531,0.0006510555,0.0002938266,0.0002587313,0.0003327349,0.0002105564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002937752,0.0008996383,0.008426297,0.0000887534,0.00001296769,0.00002842125,0.004213973,0.0001678196,0.0002143521,0.003789355,0.002850927,0.9790137],"study_design_scores_gemma":[0.0003896851,0.002492801,0.01096519,0.03458369,0.000441529,0.08929378,0.1484441,0.5277387,0.03262332,0.1249331,0.02480217,0.003291866],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628127,0.002530945,0.0172733,0.01501323,0.0009889398,0.001129293,0.00005244152,0.00002884792,0.000170336],"genre_scores_gemma":[0.9985273,0.0001970865,0.0005632941,0.000408108,0.00003642938,0.000118449,0.00005998148,0.00003624405,0.00005313081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9757218,"threshold_uncertainty_score":0.7141075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014673955","doi":"10.1093/asjof/ojaa011","title":"An Updated Review of Plastic Surgery-Related Hashtag Utilization on Instagram: Implications for Education and Marketing","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Popularity; Plastic surgery; Certification; Social media; Inclusion (mineral); Board certification; Medical education; Family medicine; Surgery; Continuing medical education; World Wide Web; Management; Psychology","authors":[{"name":"Nisha Gupta","is_ca":false},{"name":"Robert Dorfman","is_ca":false},{"name":"Sean Saadat","is_ca":false},{"name":"Jason Roostaeian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1809220387504875,"gpt":0.4301635407348893,"spread":0.2492415019844018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004811916,0.0001355249,0.0004409344,0.0001575866,0.0008204024,0.000160858,0.0002994713,0.0001138451,0.0001908483],"category_scores_gemma":[0.01029109,0.0001374131,0.0001327978,0.0008375871,0.0001369277,0.0005718688,0.00002676614,0.0001818033,0.000007865001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369753,"about_ca_system_score_gemma":0.002689258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002027069,"about_ca_topic_score_gemma":0.00004061835,"domain_scores_codex":[0.9971921,0.0009954189,0.000925313,0.0002567006,0.000273688,0.0003567696],"domain_scores_gemma":[0.9925251,0.00526303,0.0009635435,0.0001698815,0.0006166188,0.000461837],"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":[0.0001166766,0.0002991044,0.1173025,0.0002239901,0.00001931123,3.454354e-7,0.002052283,0.00000332478,0.000007200044,0.005260846,0.1509565,0.7237579],"study_design_scores_gemma":[0.0003762895,0.0002292901,0.09761452,0.006999638,0.0001276161,0.00007394361,0.006635732,0.0001143947,0.00002722859,0.003582151,0.8837022,0.0005169483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4367603,0.007826959,0.000345566,0.5421768,0.006912161,0.004558554,0.00003310562,0.00008606162,0.001300515],"genre_scores_gemma":[0.9742154,0.01695445,0.0003323155,0.007632392,0.0001239626,0.0004592552,0.0002180362,0.00004539149,0.00001881453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7327457,"threshold_uncertainty_score":0.9980456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309534077","doi":"10.1093/asjof/ojac085","title":"A Canadian Experience With Off-the-Shelf, Aseptically Processed, Costal Cartilage Segment Allografts in Complex Rhinoplasty","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Rhinoplasty; Costal cartilage; Surgery; Resorption; Complication; Cartilage; Nose; Anatomy; Internal medicine","authors":[{"name":"John Milkovich","is_ca":true},{"name":"Jamil Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02861637689624417,"gpt":0.2703703911020036,"spread":0.2417540142057594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001379444,0.0002731973,0.0006163326,0.0002755683,0.001256442,0.0002212004,0.0004134252,0.00003878769,0.001008864],"category_scores_gemma":[0.00006333704,0.0001834684,0.0001648257,0.0007223045,0.0001942751,0.0003003381,0.0002937711,0.0006759568,0.0000159424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005124044,"about_ca_system_score_gemma":0.001428192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005361175,"about_ca_topic_score_gemma":0.02727751,"domain_scores_codex":[0.9971325,0.0002230275,0.0006180631,0.0003408418,0.0007177041,0.0009678631],"domain_scores_gemma":[0.9985542,0.0002223729,0.0002120671,0.0003033314,0.0001360408,0.000571946],"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":[0.002699648,0.0009499999,0.7392154,0.00001886294,0.0001304237,0.01198337,0.004142519,0.0002899926,0.0003855571,0.0002036948,0.1790772,0.06090338],"study_design_scores_gemma":[0.001644501,0.0008636244,0.01882898,0.0001957356,0.00004827879,0.02865191,0.01759056,0.00008781989,0.0003384298,0.0001125542,0.931142,0.0004955991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899102,0.0004527993,0.00001032979,0.0969083,0.00022283,0.0007322227,0.00001701627,0.00001710371,0.002537346],"genre_scores_gemma":[0.9877889,0.00008661316,0.00008079612,0.01089146,0.0000124313,0.0002416813,0.00002311042,0.0000377944,0.0008372358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7520648,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385918361","doi":"10.1093/asjof/ojad076","title":"Developing Consensus-Based Guidelines for Case Reporting in Aesthetic Medicine: Enhancing Transparency and Standardization","year":2023,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Allergan; Merz Pharmaceuticals","keywords":"Checklist; Medicine; Standardization; Transparency (behavior); MEDLINE; Medical education; Alternative medicine; Systematic review; Evidence-based medicine; Family medicine; Psychology; Pathology","authors":[{"name":"Eqram Rahman","is_ca":false},{"name":"Wolfgang G Philip-Dormston","is_ca":false},{"name":"Richard Webb","is_ca":false},{"name":"Parinitha Rao","is_ca":true},{"name":"Jean Carruthers","is_ca":true},{"name":"Alastair Carruthers","is_ca":true},{"name":"Arthur Swift","is_ca":false},{"name":"Greg Goodman","is_ca":false},{"name":"Afshin Mosahebi","is_ca":false},{"name":"Foad Nahai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2961230702244113,"gpt":0.4682074453931243,"spread":0.172084375168713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00753451,0.0002528604,0.0007323497,0.0004894618,0.0005999055,0.0001270688,0.0001568747,0.00009967527,0.00006821327],"category_scores_gemma":[0.00164228,0.0002097958,0.0001266391,0.0006524462,0.0001553296,0.0001436244,0.00005871144,0.000229769,0.00000980459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007442684,"about_ca_system_score_gemma":0.0003874815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002889718,"about_ca_topic_score_gemma":0.0005850096,"domain_scores_codex":[0.9959565,0.0002166052,0.002522457,0.0003970973,0.0002462214,0.0006611547],"domain_scores_gemma":[0.9970401,0.0007368406,0.001268752,0.0002442658,0.0005819097,0.0001281274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006654011,0.0000932731,0.0872803,0.00008069976,0.0001095994,0.03605705,0.006475068,0.000557935,0.00009388853,0.002229141,0.3797693,0.4865884],"study_design_scores_gemma":[0.01259599,0.0009973132,0.005849452,0.007252272,0.0003154365,0.4717621,0.08825222,0.002602956,0.0009211799,0.02677258,0.3800573,0.002621218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6591973,0.002391728,0.03195879,0.3028043,0.001789864,0.0009976643,0.00001462822,0.00009979396,0.0007459069],"genre_scores_gemma":[0.9901568,0.0002587269,0.004597903,0.004391366,0.00004595392,0.0001485574,0.00002100702,0.0000745959,0.0003050513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4839672,"threshold_uncertainty_score":0.8555224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032908824","doi":"10.1093/asjof/ojaa024","title":"Practice Management Knowledge Amongst Plastic Surgery Residents in Canada: A National Survey","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Business practice; Practice management; Curriculum; Family medicine; Medical education","authors":[{"name":"Sultan Al‐Shaqsi","is_ca":true},{"name":"Brian Y. Hong","is_ca":true},{"name":"Ryan E Austin","is_ca":true},{"name":"Kyle R. Wanzel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08980539812283053,"gpt":0.3226638977457739,"spread":0.2328584996229434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01003055,0.0001450414,0.0003890243,0.0001862323,0.0005801098,0.000411971,0.0009277482,0.00005666589,0.0003704719],"category_scores_gemma":[0.004055194,0.0001467299,0.00009297949,0.0009082861,0.0001233369,0.0008739362,0.0003352583,0.0003759318,0.0001030397],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013342,"about_ca_system_score_gemma":0.006458343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6956773,"about_ca_topic_score_gemma":0.8868749,"domain_scores_codex":[0.9955325,0.001307315,0.0005431567,0.0002559809,0.001771243,0.0005898621],"domain_scores_gemma":[0.9940336,0.004600655,0.0003224086,0.00009955498,0.0004410787,0.0005026801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001560563,0.0000689888,0.2895872,0.000005081038,0.00003224337,0.0009449178,0.001010701,0.00003034696,3.897025e-8,0.0005991035,0.6975809,0.009984501],"study_design_scores_gemma":[0.0005634365,0.00002656152,0.2286736,0.0003242325,0.00003762341,0.0002033512,0.047403,0.00003316719,0.000001304027,0.0003668542,0.7220134,0.0003534967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4158295,0.001288643,0.00008186811,0.4394044,0.008471388,0.0008502424,0.00005290555,0.00004418958,0.1339769],"genre_scores_gemma":[0.9881569,0.0006679879,0.00002658372,0.01060387,0.0000505738,0.00000692085,0.00001524322,0.00001438446,0.0004575385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5723274,"threshold_uncertainty_score":0.9991741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165169493","doi":"10.1093/asjof/ojab020","title":"Evaluating the Quality of Systematic Reviews and Meta-Analyses About Breast Augmentation Using AMSTAR","year":2021,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Systematic review; Cochrane Library; MEDLINE; Breast augmentation; Quality Score; Meta-analysis; Medical physics; Surgery; Internal medicine","authors":[{"name":"Morgan Yuan","is_ca":true},{"name":"Jeremy Wu","is_ca":true},{"name":"Ryan E Austin","is_ca":true},{"name":"Frank Lista","is_ca":true},{"name":"Jamil Ahmad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5914832010200033,"gpt":0.5211412186652861,"spread":0.07034198235471723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007750166,0.0001512441,0.001473872,0.00008442485,0.0002715549,0.0001550379,0.00009780763,0.00004559517,0.0002220856],"category_scores_gemma":[0.0002080056,0.00007607962,0.0005316535,0.0002368525,0.00007997631,0.0002538643,0.00006602026,0.0001798229,0.000004179272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004489209,"about_ca_system_score_gemma":0.0002546513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001176969,"about_ca_topic_score_gemma":0.00001606844,"domain_scores_codex":[0.9959723,0.001779175,0.001486648,0.0001563757,0.0004178361,0.000187681],"domain_scores_gemma":[0.9974068,0.0005079739,0.001373797,0.0002732388,0.0003386278,0.00009958129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001417379,0.0007218631,0.04308524,0.01457809,0.01616044,0.0003213132,0.002023685,0.000325922,0.02144497,0.0007492353,0.005371411,0.8938004],"study_design_scores_gemma":[0.0008708303,0.0000698239,0.002418021,0.00475982,0.01664163,0.968486,0.003570231,0.0009184703,0.001391715,0.000519703,0.0001303135,0.0002233996],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766557,0.01361607,0.0002596304,0.008205079,0.0003016583,0.0008527035,0.000008414489,0.000004638452,0.00009608572],"genre_scores_gemma":[0.9958757,0.0005790417,0.002521273,0.0006699225,0.000023308,0.00002890294,0.00001244679,0.00002093489,0.0002684761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9681647,"threshold_uncertainty_score":0.3102437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401546302","doi":"10.1093/asjof/ojae058","title":"Comparative Performance of Current Patient-Accessible Artificial Intelligence Large Language Models in the Preoperative Education of Patients in Facial Aesthetic Surgery","year":2024,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Current (fluid); Medical physics; Psychology; Surgery; Engineering","authors":[{"name":"Jad Abi‐Rafeh","is_ca":true},{"name":"Brian Bassiri-Tehrani","is_ca":false},{"name":"Roy Kazan","is_ca":true},{"name":"Steven A. Hanna","is_ca":false},{"name":"Jonathan Kanevsky","is_ca":false},{"name":"Foad Nahai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.15971082340258,"gpt":0.4272580182728087,"spread":0.2675471948702287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001786978,0.0001948946,0.000605442,0.0005980819,0.0001181949,0.0001111853,0.0002685294,0.00008086466,0.00007770138],"category_scores_gemma":[0.00007370067,0.0001394037,0.0001664979,0.0009878831,0.0001149508,0.0007727178,0.00006309229,0.0005325042,0.00001852474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158682,"about_ca_system_score_gemma":0.001774916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004605728,"about_ca_topic_score_gemma":0.0002515104,"domain_scores_codex":[0.9969103,0.0003930334,0.00155679,0.0002558826,0.0004760122,0.0004079959],"domain_scores_gemma":[0.9984906,0.0004054749,0.0003956325,0.00024704,0.0003652981,0.00009589818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004317121,0.001877167,0.1264615,0.00009522971,0.000008548366,0.00001182581,0.03510687,0.0003550946,0.000006480248,0.0009494856,0.002179423,0.8325166],"study_design_scores_gemma":[0.0006873528,0.006240342,0.104631,0.05090858,0.0003633497,0.004036324,0.5512384,0.112556,0.08239929,0.06216978,0.02131207,0.00345752],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921254,0.00239699,0.0001260558,0.00286934,0.001283651,0.0008935183,0.00001336032,0.000006290566,0.0002853969],"genre_scores_gemma":[0.9988034,0.0007194004,0.00003754944,0.0002478281,0.00002163533,0.00008949017,0.00005157002,0.00001684698,0.00001232578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8290591,"threshold_uncertainty_score":0.5684717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281791298","doi":"10.1093/asjof/ojac054","title":"A Multicenter, Randomized, Double-Blind, Split-Body Clinical Trial Evaluating the Efficacy and Outcomes of a Topical Product Pre and Post Aesthetic Surgical Body Procedures","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Oakville Public Library","funders":"","keywords":"Medicine; Ecchymosis; Surgery; Randomized controlled trial; Edema; Clinical trial; Blinded study; Double blinded; Randomization; Internal medicine; Pathology","authors":[{"name":"Laurie A. Casas","is_ca":false},{"name":"R Brannon Claytor","is_ca":false},{"name":"Kamakshi R. Zeidler","is_ca":false},{"name":"Sachin M. Shridharani","is_ca":false},{"name":"S Cohen","is_ca":false},{"name":"Julie Khanna","is_ca":true},{"name":"Daniel J. Gould","is_ca":false},{"name":"Essie K Yates","is_ca":false},{"name":"Shantel Lultschik","is_ca":true},{"name":"Michaela Bell","is_ca":false},{"name":"Alan D. Widgerow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0806257117656692,"gpt":0.4046541460832224,"spread":0.3240284343175532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01557025,0.0003753467,0.002140934,0.0002164449,0.0008342839,0.000267625,0.0004135794,0.0001090733,0.0001097069],"category_scores_gemma":[0.001874138,0.0002243896,0.0007646446,0.0002335392,0.0006432575,0.0001913809,0.0006904689,0.00118876,0.000002474332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005291545,"about_ca_system_score_gemma":0.0009511842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437243,"about_ca_topic_score_gemma":0.000007074303,"domain_scores_codex":[0.9933751,0.002195478,0.002188117,0.000601473,0.001009893,0.0006299948],"domain_scores_gemma":[0.9941728,0.003590208,0.0009570475,0.000589507,0.000276398,0.0004140748],"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":[0.8674133,0.001522023,0.07695192,0.00002909321,0.0002776381,0.0003534263,0.0005056968,0.000005676077,0.00001759174,0.0003704427,0.001671079,0.0508821],"study_design_scores_gemma":[0.938073,0.003497599,0.0185543,0.0004160737,0.0007738394,0.02909229,0.0008453712,0.0005979654,0.00002378373,0.0001869543,0.007483406,0.0004554252],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426107,0.001939254,0.000003217095,0.05043349,0.001013127,0.003800357,0.000004078611,0.00002525282,0.0001705646],"genre_scores_gemma":[0.9971169,0.0003377287,0.000116292,0.0009329931,0.0001427687,0.0002857732,0.00001019995,0.00005168627,0.001005695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07065968,"threshold_uncertainty_score":0.9150341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401386663","doi":"10.1093/asjof/ojae059","title":"A 360° Approach to Patient Care in Aesthetic Facial Rejuvenation","year":2024,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of British Columbia","funders":"Allergan; Allergan Aesthetics","keywords":"Rejuvenation; Aesthetics; Facial rejuvenation; Psychology; Medicine; Art; Surgery","authors":[{"name":"Shannon Humphrey","is_ca":true},{"name":"Vince Bertucci","is_ca":true},{"name":"Izolda Heydenrych","is_ca":false},{"name":"Patricia Ogilvie","is_ca":false},{"name":"Marva Safa","is_ca":false},{"name":"Carola de la Guardia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03155751155477594,"gpt":0.3181844000148146,"spread":0.2866268884600386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008392351,0.0002743687,0.000471733,0.000592906,0.0002684492,0.0005410849,0.0004156083,0.0001204918,0.0002367253],"category_scores_gemma":[0.00002944747,0.000228994,0.0002425864,0.0007145699,0.00006655876,0.0003603836,0.0002407288,0.0005491136,0.0007451211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007205,"about_ca_system_score_gemma":0.0002078751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002075393,"about_ca_topic_score_gemma":0.00007520627,"domain_scores_codex":[0.997444,0.0002917442,0.0007088102,0.0004834737,0.000371475,0.0007005016],"domain_scores_gemma":[0.9991245,0.00009134998,0.0001225122,0.000334627,0.0001249646,0.0002020552],"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":[0.0001686949,0.0002019258,0.00286383,0.000006066783,0.00002770404,0.0008063145,0.01174615,0.00003561208,0.00000270038,0.002066893,0.2605129,0.7215612],"study_design_scores_gemma":[0.0005074476,0.0004236073,0.001111448,0.0003314983,0.00002481271,0.01000447,0.01685818,0.00003801535,0.0000200185,0.001782877,0.9684291,0.0004685104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6464038,0.0191894,0.000778759,0.1155698,0.008513389,0.002101463,0.00003942801,0.0001742529,0.2072296],"genre_scores_gemma":[0.995243,0.00006944768,0.0003105155,0.003144853,0.00002900773,0.0001944844,0.00001428099,0.00006001508,0.0009344103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7210927,"threshold_uncertainty_score":0.9577273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220832855","doi":"10.1093/asjof/ojac019","title":"A Simplified Approach to Breast Reduction Using the Medial Pedicle","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Breast reduction; Reduction (mathematics); Mammaplasty; Surgery","authors":[{"name":"Sarah C. Hunt","is_ca":true},{"name":"Yue Sun","is_ca":true},{"name":"Sanjay Azad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05221478701053821,"gpt":0.2916528743776935,"spread":0.2394380873671553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548468,0.0001448096,0.0003252064,0.0002093575,0.00120899,0.0001516795,0.0002706088,0.00004450949,0.0002861233],"category_scores_gemma":[0.000007204699,0.0000975513,0.000192739,0.0004657924,0.00007470803,0.0002060719,0.00025033,0.0005612473,0.00001379775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789847,"about_ca_system_score_gemma":0.0004182627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008632302,"about_ca_topic_score_gemma":0.000001509472,"domain_scores_codex":[0.9982241,0.0002314665,0.0004217821,0.0002114382,0.0004981566,0.0004130566],"domain_scores_gemma":[0.9991328,0.00004651775,0.0002229571,0.0002370616,0.00008682493,0.0002738568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001833982,0.0004121688,0.005296573,0.000004999007,0.00007590118,0.0001202511,0.0008459389,0.0006022169,0.000637195,0.0002940516,0.119266,0.8706107],"study_design_scores_gemma":[0.0005860773,0.00007432004,0.0003609293,0.00003313752,0.00005933886,0.9783787,0.00513247,0.000338768,0.00008355988,0.0002974468,0.01452029,0.0001349963],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519312,0.00006925611,0.0003289258,0.04338813,0.002430734,0.00052319,0.00001140718,0.00002264305,0.001294486],"genre_scores_gemma":[0.9979924,0.000005229048,0.0004944914,0.0008998616,0.0001930207,0.00003358403,0.0000165901,0.00003206695,0.0003327628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9782584,"threshold_uncertainty_score":0.9298695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403896596","doi":"10.1093/asjof/ojae096","title":"Nonsurgical Medical Aesthetics and Patient Quality of Life: An Umbrella Review","year":2024,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Aesthetics; Quality of life (healthcare); Quality (philosophy); Psychology; Medicine; Art; Philosophy; Epistemology; Psychotherapist","authors":[{"name":"Barbara Hemsworth","is_ca":false},{"name":"Cody Hemsworth","is_ca":false},{"name":"Sarah A. Richmond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1879041351383164,"gpt":0.4644745463271202,"spread":0.2765704111888039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00612813,0.0007993813,0.005658032,0.0003116528,0.000250646,0.0002437578,0.001113503,0.0005989283,0.00191891],"category_scores_gemma":[0.0004208944,0.0005248726,0.001459705,0.0005733001,0.0005737859,0.0001850921,0.0009901443,0.001917526,0.0004459685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005738595,"about_ca_system_score_gemma":0.001396253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009999061,"about_ca_topic_score_gemma":0.00001525401,"domain_scores_codex":[0.9907694,0.002740953,0.003796296,0.0007970518,0.001091975,0.0008043547],"domain_scores_gemma":[0.994991,0.001000919,0.001805785,0.0009963355,0.000244118,0.0009618554],"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":[0.00002598614,0.0002564414,0.00003437201,0.003296034,0.0002656813,0.0007672503,0.00007764489,5.061878e-9,1.136748e-9,0.001198048,0.2971297,0.6969488],"study_design_scores_gemma":[0.0002049182,0.0002108276,0.000003992471,0.06342161,0.0008765988,0.02828328,0.0001577205,2.74584e-7,1.322063e-8,0.000431263,0.9058812,0.0005282862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005262703,0.9760118,0.000005284747,0.01743337,0.001955794,0.00086053,0.00005555845,0.00002873737,0.003596344],"genre_scores_gemma":[0.00005218674,0.9947834,0.00005462133,0.004444396,0.00004554851,0.0001077331,0.00003155295,0.000130303,0.0003502348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6964206,"threshold_uncertainty_score":0.9997203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416797669","doi":"10.1093/asjof/ojaf159","title":"Radiofrequency-Based Treatments for Facial Rejuvenation: A Systematic Review of Efficacy, Safety, and Patient-Centered Outcomes","year":2025,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal Open Forum","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Psychiatric Association","keywords":"MEDLINE; Face (sociological concept); Quality of life (healthcare); Disease; Clinical trial","authors":[{"name":"Narendra Kumar","is_ca":false},{"name":"Dong Hye Suh","is_ca":false},{"name":"Sang Jun Lee","is_ca":false},{"name":"Hwa Jung Ryu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06742732172850609,"gpt":0.3946116740800607,"spread":0.3271843523515546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001079931,0.0005503655,0.006758586,0.0005038701,0.0002518186,0.0001106322,0.0003906762,0.0002254001,0.00006506766],"category_scores_gemma":[0.0007055042,0.0002985146,0.001770605,0.0003638173,0.0001018856,0.0001042479,0.0001394316,0.0002887413,0.000008990709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002996635,"about_ca_system_score_gemma":0.001900735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008077278,"about_ca_topic_score_gemma":4.499946e-7,"domain_scores_codex":[0.9952866,0.0006694379,0.002586982,0.000394185,0.0005784991,0.0004842855],"domain_scores_gemma":[0.9956421,0.001435051,0.001745619,0.0005826958,0.000327146,0.000267445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009178105,0.000446871,0.00007693859,0.3502584,0.0009733851,0.0002336742,0.00000792739,2.866776e-8,4.483744e-9,0.00002693187,0.007968067,0.639916],"study_design_scores_gemma":[0.001471964,0.0002470784,0.000002568246,0.5618051,0.003322379,0.004545317,0.00001394013,7.79436e-7,2.958733e-7,0.00001800444,0.428421,0.0001515571],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003816998,0.9788122,0.00002090715,0.01035833,0.0003429616,0.009844807,0.0001750092,0.00001269657,0.0004292544],"genre_scores_gemma":[0.00001108651,0.996688,0.0002268941,0.001308729,0.000003380659,0.0005204489,0.0002579876,0.00004546576,0.0009380031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6397644,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285803966","doi":"10.1093/asjof/ojac062","title":"Vertical Scar Mastopexy With a Centrally Based Auto-Augmentation Flap","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Mastopexy; Medicine; Ptosis; Breast augmentation; Surgery; Perioperative; Implant","authors":[{"name":"Ryan E Austin","is_ca":false},{"name":"Morgan Yuan","is_ca":true},{"name":"Frank Lista","is_ca":false},{"name":"Pierre Lapaine","is_ca":false},{"name":"Jamil Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02088423639942901,"gpt":0.2552366480345992,"spread":0.2343524116351702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006811479,0.000154528,0.0003428369,0.0001926139,0.0005542539,0.0001377935,0.0001625078,0.00004005275,0.001590435],"category_scores_gemma":[0.000005361384,0.0001157995,0.0001562036,0.0002577223,0.00007195835,0.0002435471,0.00007822736,0.0004377766,0.00003171152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039209,"about_ca_system_score_gemma":0.0007038752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000262609,"about_ca_topic_score_gemma":0.00000620016,"domain_scores_codex":[0.998283,0.0001773365,0.0003865056,0.000197634,0.0005236581,0.0004318855],"domain_scores_gemma":[0.9992693,0.00006623055,0.0001359577,0.0001691457,0.0000765142,0.0002828201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00586458,0.0005942459,0.1267921,0.00001166988,0.0001362625,0.002054377,0.0001527751,0.0004846651,0.0002898913,0.0003130668,0.07053618,0.7927701],"study_design_scores_gemma":[0.004364882,0.0007600792,0.007058585,0.0002270917,0.0001521791,0.918786,0.001259216,0.001773164,0.0006599554,0.0001824895,0.06445596,0.0003203217],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433451,0.00007486057,0.0005144694,0.05377701,0.0009305516,0.0004049241,0.000007271733,0.00003310597,0.0009127622],"genre_scores_gemma":[0.9962763,0.000007366433,0.000736917,0.002436113,0.00002493461,0.00003149164,0.00004705523,0.00003388352,0.0004059046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9167317,"threshold_uncertainty_score":0.9993222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409781701","doi":"10.1093/asjof/ojaf030","title":"A Single-Center, Blinded, Placebo-Controlled Study Evaluating Cosmetic Efficacy and Safety of a Novel Topical GLPSGLT in Glucagon-Like Peptide-1 Analog-Treated Patients","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"College & Association of Registered Nurses of Alberta","funders":"","keywords":"Single Center; Medicine; Placebo; Safety profile; Blinded study; Double blinded; Pharmacology; Surgery; Adverse effect; Alternative medicine; Pathology","authors":[{"name":"Alec Semersky","is_ca":false},{"name":"Sydney Pryor","is_ca":false},{"name":"Caitlin Barwood-Parent","is_ca":true},{"name":"Karen Copeland","is_ca":false},{"name":"Julius W. Few","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05111225889207887,"gpt":0.3320993509811084,"spread":0.2809870920890295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001594214,0.0002944944,0.001242925,0.0006181155,0.0001472641,0.0001849977,0.0002025097,0.00007560107,0.00003571012],"category_scores_gemma":[0.0003972126,0.0002241975,0.0002151205,0.0005178774,0.0000618037,0.0002401698,0.0003053755,0.0002492104,0.00000365257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154245,"about_ca_system_score_gemma":0.0001653284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046064,"about_ca_topic_score_gemma":0.0001120991,"domain_scores_codex":[0.9971235,0.0003131939,0.001225179,0.0003736305,0.0004703481,0.0004941058],"domain_scores_gemma":[0.9981884,0.0006502488,0.0004244139,0.0003281121,0.0002371416,0.0001716708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01878482,0.01215004,0.8220385,0.00001727439,0.0005652805,0.00009884156,0.0001699744,0.00003022816,0.00002159083,0.00003272116,0.002027825,0.1440629],"study_design_scores_gemma":[0.4727189,0.009273631,0.4964175,0.004001983,0.001846825,0.0003136609,0.001756605,0.002288618,0.00006187437,0.00008774904,0.01059179,0.000640886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914861,0.0001703481,0.00004230624,0.002986325,0.0003121762,0.004019724,0.000004493941,0.00001390636,0.000964574],"genre_scores_gemma":[0.9978672,0.0000553957,0.0003288673,0.0007693056,0.00000505846,0.00009378936,0.00002232448,0.00002320272,0.000834829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.453934,"threshold_uncertainty_score":0.9142508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389130268","doi":"10.1093/asjof/ojad103","title":"Cryolipolysis of the Arms and Inner Thighs Shows Similar Treatment Outcomes in Chinese Individuals Compared to White Individuals Treated in a Prior Study: The XinCOOL Study","year":2023,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ABB (Canada); University of British Columbia","funders":"Allergan; AbbVie","keywords":"Medicine; Subcutaneous fat; Trial registration; Adverse effect; Anterior compartment of thigh; Physical therapy; Surgery; Randomized controlled trial; Thigh; Internal medicine","authors":[{"name":"Jason K. Rivers","is_ca":true},{"name":"William McGillivray","is_ca":false},{"name":"Martin Braun","is_ca":false},{"name":"Meetu Bhogal","is_ca":true},{"name":"Suzanne Zheng","is_ca":false},{"name":"Matthew Hickling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04106609861332173,"gpt":0.3275821484102067,"spread":0.2865160497968849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005074786,0.0004453123,0.00175617,0.0009683276,0.0003146538,0.00023569,0.0005632968,0.00009211183,0.0000554795],"category_scores_gemma":[0.0003608546,0.000211773,0.0003215685,0.002087011,0.0000957519,0.0001945029,0.0005267109,0.0004563365,0.00001202662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554653,"about_ca_system_score_gemma":0.0002776933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249044,"about_ca_topic_score_gemma":0.003083867,"domain_scores_codex":[0.995509,0.001141583,0.001411739,0.000439568,0.0008093411,0.0006888111],"domain_scores_gemma":[0.9973183,0.001070617,0.0004468098,0.0008164181,0.0001042191,0.0002435947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002498695,0.002544769,0.9678234,0.000003715732,0.0004217572,0.0003767085,0.01400381,0.0001452392,0.00001001854,0.000001368692,0.002329327,0.01208997],"study_design_scores_gemma":[0.004105005,0.0005236159,0.9789081,0.0002501757,0.0001843212,0.0002342523,0.01437444,0.00004365823,0.00002535166,0.00005920231,0.001062787,0.0002290658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500043,0.0001382205,2.342689e-7,0.04641281,0.0002457181,0.003088325,0.00002119179,0.00002684276,0.00006233119],"genre_scores_gemma":[0.9977844,0.00006651588,0.0000131069,0.001034789,0.00001827752,0.0002734607,0.000005171326,0.0000518099,0.0007524228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04778012,"threshold_uncertainty_score":0.8635854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321601021","doi":"10.1093/asjof/ojad021","title":"Aesthetic Refinements in Male Chest Lifting","year":2023,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Male Breast Health Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Gynecomastia; Surgery; Liposuction; Perioperative; Internal medicine","authors":[{"name":"Ryan E Austin","is_ca":false},{"name":"John Milkovich","is_ca":true},{"name":"Frank Lista","is_ca":false},{"name":"Jamil Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0723778077172982,"gpt":0.3522721932039041,"spread":0.2798943854866059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003258103,0.0002776219,0.0008227396,0.0006471347,0.0003822372,0.0001329762,0.0003448321,0.0001044492,0.0005058737],"category_scores_gemma":[0.0001911865,0.000236138,0.00020609,0.001113169,0.00008748376,0.000244076,0.000399899,0.0006027867,0.0009639443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974034,"about_ca_system_score_gemma":0.0004637909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001836804,"about_ca_topic_score_gemma":0.00007427143,"domain_scores_codex":[0.9966615,0.0001769654,0.001090171,0.0003577668,0.0005755726,0.001137983],"domain_scores_gemma":[0.9985474,0.0001444561,0.0003738425,0.0003758888,0.0001475535,0.0004108083],"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":[0.0002526223,0.0002172927,0.5481991,0.00004070369,0.00001733304,0.003133721,0.0003078553,0.00001419498,0.00001371364,0.0001025662,0.1887759,0.258925],"study_design_scores_gemma":[0.003328757,0.0003360015,0.2179443,0.00262515,0.00004774606,0.09759945,0.002571569,0.0002468424,0.00004958697,0.0007725556,0.6739143,0.0005637541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.762453,0.0005188325,0.000004476573,0.2244518,0.000622434,0.0005621329,0.00000250416,0.00006459025,0.01132025],"genre_scores_gemma":[0.984814,0.0009768248,0.0003744875,0.00668788,0.00003839962,0.00008495261,0.00001729381,0.00008692344,0.006919179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4851383,"threshold_uncertainty_score":0.9998139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406197148","doi":"10.1093/asjof/ojae130","title":"Canada HARMONY Study: Improvements in Patient Satisfaction With Facial Appearance and Psychological Impact of Combined Aesthetic Treatment","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Spinal Cord Injury BC; ABB (Canada); University of Toronto","funders":"Allergan; Galderma; Revance","keywords":"Harmony (color); Aesthetics; Psychology; Patient satisfaction; Psychotherapist; Medicine; Art; Surgery; Visual arts","authors":[{"name":"Jason K. Rivers","is_ca":false},{"name":"Vince Bertucci","is_ca":false},{"name":"Channy Muhn","is_ca":false},{"name":"Shannon Humphrey","is_ca":false},{"name":"Nowell Solish","is_ca":true},{"name":"Jean Carruthers","is_ca":true},{"name":"William McGillivray","is_ca":false},{"name":"Meetu Bhogal","is_ca":true},{"name":"Julia K. Garcia","is_ca":false},{"name":"Sara Sangha","is_ca":false},{"name":"Stephanie Manson Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02584731523100811,"gpt":0.3287000792069318,"spread":0.3028527639759236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000378438,0.0002049998,0.0006299489,0.0002633274,0.0001110243,0.00005651572,0.00007372556,0.00005727265,0.00003685639],"category_scores_gemma":[0.00002476026,0.000133255,0.0001091241,0.0003243106,0.00006031572,0.0001204355,0.00004077503,0.0001878191,5.520878e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105003,"about_ca_system_score_gemma":0.0009628352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1720139,"about_ca_topic_score_gemma":0.07248604,"domain_scores_codex":[0.9984061,0.0001458988,0.0006057465,0.0002322933,0.0003175113,0.0002924115],"domain_scores_gemma":[0.9992517,0.00004263554,0.0002467386,0.0001929234,0.0001192668,0.0001467323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001467475,0.0006709135,0.5537746,0.00000160874,0.00004183755,0.0002396625,0.00007138532,0.00000629265,0.00004032611,0.00001622762,0.006172975,0.4374967],"study_design_scores_gemma":[0.006358563,0.009633904,0.9638025,0.0006307105,0.00004924122,0.00204119,0.0008135214,0.00005342329,0.0004233036,0.0004138534,0.01548039,0.000299411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833024,0.00009767494,0.00001751564,0.01501201,0.0001317874,0.001040843,0.000006226603,0.00001091995,0.000380646],"genre_scores_gemma":[0.9982582,0.0001197335,0.00004200292,0.001420479,7.050971e-7,0.0000553842,0.000002929542,0.00001207702,0.00008844842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4371973,"threshold_uncertainty_score":0.9444386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946752207","doi":"10.1093/asjof/ojz016","title":"Use of a Long Arm Gooseneck Smartphone Holder Optimizes Intraoperative Photography","year":2019,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Photography; Surgery; Visual arts","authors":[{"name":"Waleed Khalid Albayati","is_ca":false},{"name":"Ali Adwal Ali","is_ca":false},{"name":"Yasir Naif Qassim","is_ca":false},{"name":"Abdulla A Fakhro","is_ca":false},{"name":"Sarah Al‐Youha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04692934715952144,"gpt":0.2912444037138228,"spread":0.2443150565543013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001075891,0.0003300482,0.0011601,0.0005008527,0.0000942909,0.0003354945,0.0003458678,0.00009521301,0.0009823225],"category_scores_gemma":[0.0001844692,0.0002455434,0.0004362411,0.0006159046,0.000287286,0.001167159,0.0002024984,0.0005503593,0.0001343675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005163941,"about_ca_system_score_gemma":0.0003457721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008976434,"about_ca_topic_score_gemma":0.000006140297,"domain_scores_codex":[0.9972898,0.0001310024,0.0009472587,0.0003497022,0.0006671381,0.0006150858],"domain_scores_gemma":[0.9976241,0.0004083804,0.0004934263,0.0005979087,0.0004571684,0.0004190443],"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":[0.001920694,0.001817641,0.6604742,0.00005732203,0.0005669303,0.00203703,0.000805492,0.0002062719,0.001889945,0.0001178857,0.1900314,0.1400751],"study_design_scores_gemma":[0.02794922,0.008792119,0.1245346,0.0220696,0.00105632,0.2563159,0.009630945,0.002417393,0.1129558,0.001898209,0.4283804,0.00399948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693975,0.0004620826,0.0001905335,0.02152361,0.000999214,0.0008382245,0.000006970742,0.00003108833,0.006550778],"genre_scores_gemma":[0.9876212,0.0003579968,0.00241085,0.006657905,0.00002337457,0.00001584996,0.00002300666,0.00008127648,0.002808551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5359397,"threshold_uncertainty_score":0.9999997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394745951","doi":"10.1093/asjof/ojae007.025","title":"Marijuana Use in Aesthetic Surgery Patients: A Retrospective Review of 441 Cases","year":2024,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal Open Forum","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Abdominoplasty; Perioperative; Plastic surgery; Body contouring; Retrospective cohort study; Liposuction; Surgery; Mastopexy; General surgery","authors":[{"name":"Véronique Doucet","is_ca":true},{"name":"Avinash Islur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09277372162678937,"gpt":0.3847467733528738,"spread":0.2919730517260844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005444122,0.000947262,0.007437777,0.001933829,0.0001500787,0.0004308209,0.0007278925,0.0004415651,0.0007102945],"category_scores_gemma":[0.001313388,0.0006558986,0.003631896,0.002638529,0.0002909209,0.0005022078,0.0006718486,0.002463751,0.0001778667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251834,"about_ca_system_score_gemma":0.005298953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004851018,"about_ca_topic_score_gemma":0.0000789424,"domain_scores_codex":[0.9913742,0.001109218,0.003688531,0.0009044243,0.001666454,0.001257177],"domain_scores_gemma":[0.9950626,0.0003968583,0.001659501,0.001209641,0.0009882748,0.0006830889],"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":[0.00005984425,0.0003310795,0.001580331,0.01551726,0.00009223334,0.003102275,0.000009010771,1.961109e-8,4.507364e-9,0.00003002844,0.4676711,0.5116069],"study_design_scores_gemma":[0.0002083806,0.0001988694,0.0001142374,0.3140267,0.0007072515,0.04049293,0.00002118294,3.753711e-7,1.758485e-7,0.00005694713,0.6437758,0.0003972494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003816294,0.979035,4.828564e-7,0.01614152,0.001055651,0.002778504,0.000125248,0.0000228167,0.0004591847],"genre_scores_gemma":[0.00009329262,0.9931465,0.00001567247,0.001521804,0.0000331059,0.0002987077,0.0002079281,0.0002594116,0.004423585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5112096,"threshold_uncertainty_score":0.9998376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416191408","doi":"10.1093/asjof/ojaf127","title":"Perceptions About Aging and Aesthetics: A Global Study of Adults Aged 50 to 80 Years","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"AbbVie Canada; AbbVie","keywords":"Perception; Population ageing; Quality of life (healthcare); Affect (linguistics); Healthy aging","authors":[{"name":"Stephanie Manson Brown","is_ca":false},{"name":"Shannon Humphrey","is_ca":true},{"name":"Carolina Reato Marçon","is_ca":false},{"name":"Cristiane Benvenuto-Andrade","is_ca":false},{"name":"Sylwia Lipko-Godlewska","is_ca":false},{"name":"Ada Trindade de Almeida","is_ca":false},{"name":"José Raúl Montes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0320414134225043,"gpt":0.385313916917124,"spread":0.3532725034946197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606154,0.0001774483,0.0005011375,0.0003139876,0.0003407013,0.0001680413,0.0005713833,0.00009998419,0.0003101512],"category_scores_gemma":[0.00004819777,0.0001646663,0.0001183549,0.0004133995,0.0001428578,0.0001168406,0.0003599978,0.0004020089,0.000093858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006671381,"about_ca_system_score_gemma":0.0001430379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008622537,"about_ca_topic_score_gemma":0.0007054675,"domain_scores_codex":[0.9975912,0.0006142565,0.0005709287,0.0003685781,0.0002567369,0.0005982807],"domain_scores_gemma":[0.9988416,0.000182835,0.0001585894,0.0004574958,0.000122704,0.0002367795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005123735,0.0008420972,0.6064378,0.00000406061,0.0001249736,0.0002762584,0.008360513,0.000007214172,0.0000025971,0.0006479294,0.08892736,0.2938568],"study_design_scores_gemma":[0.003135344,0.0008520962,0.8491685,0.0005938684,0.00007975326,0.00520659,0.1087781,0.00001218249,0.000002690517,0.001345769,0.03044104,0.0003840829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747954,0.0006404326,0.0001746045,0.01815796,0.0005922292,0.0005076639,0.000006422788,0.00001968087,0.005105606],"genre_scores_gemma":[0.9962965,0.00002675491,0.0001574946,0.001189335,0.00000796323,0.00004479788,0.00000159592,0.00001669894,0.002258832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934727,"threshold_uncertainty_score":0.6714896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409115059","doi":"10.1093/asjof/ojaf020","title":"Are Canadian Outpatient Ambulatory Surgery Centers Safe? An Assessment of 2596 Consecutive Aesthetic Surgery Patients","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Ambulatory; Surgery; Pacu; Retrospective cohort study; Outpatient surgery; Adverse effect; Demographics; Internal medicine","authors":[{"name":"Natalia Ziolkowski","is_ca":true},{"name":"John Milkovich","is_ca":true},{"name":"Jamil Ahmad","is_ca":true},{"name":"Elizabeth Benakopoulos","is_ca":true},{"name":"Frank Lista","is_ca":true},{"name":"Ryan E Austin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03954292473623863,"gpt":0.3490905398116494,"spread":0.3095476150754107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002893812,0.0006115956,0.00177718,0.001527137,0.0008489262,0.0002829718,0.000736382,0.000277741,0.0007578104],"category_scores_gemma":[0.0001685447,0.0005695681,0.0008300332,0.0007662715,0.0004976958,0.0005984333,0.0002828902,0.0007817158,0.00008405446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771183,"about_ca_system_score_gemma":0.002346814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01784776,"about_ca_topic_score_gemma":0.01050408,"domain_scores_codex":[0.993762,0.001312103,0.001990814,0.000733149,0.0006510652,0.001550841],"domain_scores_gemma":[0.9944751,0.001147312,0.001808427,0.0009675599,0.0008187884,0.0007827894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001635479,0.0006514946,0.6031702,0.000008631642,0.0001781895,0.0004151741,0.0002704734,0.000005066278,4.560532e-7,0.0003554225,0.3584348,0.03634652],"study_design_scores_gemma":[0.001193884,0.0002283879,0.8474311,0.001174985,0.0001592211,0.001304379,0.006108396,0.00001396393,0.00002781439,0.0008147537,0.1405946,0.0009484245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959738,0.0008423306,0.0000497742,0.02169849,0.006800394,0.0007924328,0.0001462383,0.00003465963,0.009897704],"genre_scores_gemma":[0.9904578,0.000169424,0.00005663589,0.008342572,0.00001588854,0.00008927906,0.00007613155,0.00007754143,0.0007147077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442609,"threshold_uncertainty_score":0.9996756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405273095","doi":"10.1093/asjof/ojae119","title":"Panfacial Approach to Rejuvenation Using Calcium Hydroxylapatite: A Case Series Illustrating Calcium Hydroxylapatite Versatility Through Dilution and a Multilayered Treatment Approach","year":2024,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Coquitlam College","funders":"Merz Therapeutics","keywords":"Dilution; Hydroxylapatite; Rejuvenation; Calcium; Series (stratigraphy); Chemistry; Computer science; Geology; Biochemistry; Thermodynamics; Organic chemistry; Medicine; Physics; Surgery","authors":[{"name":"Jeremy B. Green","is_ca":false},{"name":"Brian S. Biesman","is_ca":false},{"name":"David A. Hill","is_ca":false},{"name":"Gideon P Kwok","is_ca":false},{"name":"Melissa Kanchanapoomi Levin","is_ca":false},{"name":"D. I. Sergeeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.125570389700438,"gpt":0.3647525233287294,"spread":0.2391821336282914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001614121,0.0004699913,0.0008696676,0.0004552778,0.0007344045,0.0007015482,0.0001384628,0.0002511092,0.00003885736],"category_scores_gemma":[0.0001885366,0.000383358,0.0003500446,0.0007266003,0.0001637148,0.001290282,0.0001479981,0.0004431902,0.000008961275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000793815,"about_ca_system_score_gemma":0.0006045128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432972,"about_ca_topic_score_gemma":0.00005365031,"domain_scores_codex":[0.9967266,0.0003559334,0.001022069,0.0006738772,0.0005667805,0.0006546952],"domain_scores_gemma":[0.9985363,0.0001671332,0.0002551357,0.0003663008,0.0002343583,0.0004407977],"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":[0.004627687,0.004279335,0.02718843,0.0004181672,0.001104891,0.01316381,0.03030192,0.00247159,0.009197764,0.006056514,0.04338366,0.8578062],"study_design_scores_gemma":[0.002862299,0.001565202,0.0004641577,0.001733716,0.0004596916,0.3504891,0.008062688,0.2579292,0.00922941,0.001490659,0.3638909,0.001822916],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384852,0.000606952,0.03254409,0.02070949,0.0007622915,0.002206702,0.00006618496,0.0002715921,0.00434751],"genre_scores_gemma":[0.9848276,0.00009848893,0.01298824,0.001400964,0.00003878373,0.0001282942,0.00006583885,0.00007348424,0.0003782826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8559833,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401040923","doi":"10.1093/asjof/ojae057","title":"Assessment of Harms Reporting Quality in Randomized Controlled Trials of Aesthetic Rhinoplasty: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Huron Technologies (Canada)","funders":"","keywords":"Consolidated Standards of Reporting Trials; Rhinoplasty; Randomized controlled trial; Medicine; Harm; Systematic review; Quality (philosophy); Alternative medicine; MEDLINE; Surgery; Psychology; Nose; Pathology; Social psychology","authors":[{"name":"Tara Behroozian","is_ca":true},{"name":"Victor Ripan","is_ca":true},{"name":"Patrick Kim","is_ca":true},{"name":"Morgan Yuan","is_ca":true},{"name":"Lucas Gallo","is_ca":true},{"name":"Kathryn Ulhman","is_ca":true},{"name":"Mark McRae","is_ca":true},{"name":"Dale J. Podolsky","is_ca":true},{"name":"Jamil Ahmad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2265801817035976,"gpt":0.5228378015941215,"spread":0.2962576198905239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.2444498,0.001143867,0.0870522,0.001286456,0.0001252317,0.0002636334,0.001149849,0.0004026158,0.0005551476],"category_scores_gemma":[0.02461311,0.0005987304,0.01607608,0.001060089,0.0003269927,0.0002087283,0.0004678626,0.001568116,0.00006890217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069211,"about_ca_system_score_gemma":0.002028518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001847469,"about_ca_topic_score_gemma":0.00001377621,"domain_scores_codex":[0.9044027,0.03873366,0.05364189,0.0009041237,0.001350042,0.0009675135],"domain_scores_gemma":[0.9018676,0.01951602,0.07632184,0.001491751,0.0005919155,0.0002108343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005183908,0.0008282177,0.00005728357,0.770443,0.009773785,0.001945057,0.0002903279,4.388121e-7,9.420668e-8,0.004076124,0.04110938,0.1662924],"study_design_scores_gemma":[0.03450692,0.00007559167,9.064948e-7,0.8853993,0.0252431,0.0147244,0.000350526,0.000002215116,7.523165e-8,0.0007867182,0.03833748,0.0005727223],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001460396,0.9744999,0.00005241011,0.003465857,0.002222563,0.01585277,0.00003811809,0.00002094577,0.003832843],"genre_scores_gemma":[0.0003277157,0.9942731,0.0001202458,0.0003923212,0.00001994497,0.003623299,0.00002421764,0.0001294288,0.001089754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2198367,"threshold_uncertainty_score":0.9996464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049201762","doi":"10.1093/asjof/ojaa040","title":"Commentary on: Practice Management Knowledge Amongst Plastic Surgery Residents in Canada: A National Survey","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Medicine; MEDLINE; Family medicine; Plastic surgery; Surgery","authors":[{"name":"Jamil Ahmad","is_ca":true},{"name":"Frank Lista","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05911261790052135,"gpt":0.3394971754996896,"spread":0.2803845575991682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00439202,0.0002198688,0.0005342844,0.0004078481,0.0002173841,0.0001234061,0.0003414846,0.00006365111,0.0003184254],"category_scores_gemma":[0.004879949,0.0002054537,0.0000902371,0.001255188,0.00005933093,0.0004145468,0.0001795007,0.00076757,0.0001059932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888394,"about_ca_system_score_gemma":0.004364826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1029569,"about_ca_topic_score_gemma":0.08433767,"domain_scores_codex":[0.996353,0.0005580504,0.001097064,0.0003220987,0.001173742,0.0004960651],"domain_scores_gemma":[0.9951435,0.00325689,0.0004686905,0.000226823,0.0005836576,0.0003204774],"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":[0.0005446692,0.0003655451,0.1952178,0.00001863092,0.00006160964,0.0006539827,0.00008069052,0.00003214219,2.179893e-7,0.00009411092,0.780476,0.02245457],"study_design_scores_gemma":[0.001499264,0.0001239099,0.5168826,0.001150337,0.0000656406,0.002350986,0.002473512,0.0005433389,0.00001447371,0.0001306079,0.4743816,0.0003837837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3289062,0.0001711183,0.00005833703,0.6625733,0.002953288,0.0005674546,0.00001433051,0.00001516818,0.004740818],"genre_scores_gemma":[0.8441332,0.0001396042,0.0002268999,0.1550798,0.00008207558,0.00004145703,0.0001550451,0.00003868682,0.0001031967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.515227,"threshold_uncertainty_score":0.9323708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406160363","doi":"10.1093/asjof/ojae131","title":"Botulinum Toxin in Aesthetic Medicine: A Bibliometric Analysis of Research Trends and Methodological Quality of the Top 100 Cited Publications","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Bibliometrics; Psychology; Computer science; Library science; Philosophy; Epistemology","authors":[{"name":"Zhen Yu Wong","is_ca":false},{"name":"Pegah Damavandi","is_ca":false},{"name":"M.A. Richards","is_ca":false},{"name":"Pojsakorn Danpanichkul","is_ca":false},{"name":"Oluwatobi Adegboye","is_ca":false},{"name":"Ryan Faderani","is_ca":false},{"name":"Muholan Kanapathy","is_ca":false},{"name":"Afshin Mosahebi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.261690840313608,"gpt":0.4947710220059836,"spread":0.2330801816923756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.01373026,0.0001869676,0.001384301,0.05764618,0.0002066657,0.00005691116,0.0006627373,0.0002988062,0.0004795527],"category_scores_gemma":[0.003664082,0.0001026078,0.0004818046,0.2108019,0.001022054,0.0001244995,0.0003974142,0.001168053,0.000001213977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000529229,"about_ca_system_score_gemma":0.0002747233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002580078,"about_ca_topic_score_gemma":0.00005359968,"domain_scores_codex":[0.9937401,0.002944981,0.001586315,0.0003873919,0.0008391303,0.0005021191],"domain_scores_gemma":[0.9943359,0.00369438,0.0005340133,0.0006785354,0.000545511,0.0002116932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006629085,0.0008377333,0.7937731,0.00002095555,0.0003443323,0.00002041182,0.0001437472,0.00005173276,0.0002304159,0.004262679,0.01362225,0.1860297],"study_design_scores_gemma":[0.00154989,0.0002866808,0.9826997,0.0002500647,0.0003394568,0.0002482756,0.0005104062,0.000230557,0.00007358222,0.00551669,0.008183956,0.0001107269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7452061,0.001916849,0.00008988619,0.2485579,0.0001147623,0.0002847632,0.00000423659,0.000009971949,0.003815468],"genre_scores_gemma":[0.9947037,0.001869426,0.0001733176,0.002118084,0.000002711482,0.0000188687,0.000007569019,0.00001076701,0.001095553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494976,"threshold_uncertainty_score":0.9530346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410405368","doi":"10.1093/asjof/ojaf041","title":"Origin of CAPSCO During the COVID-19 Lockdown: A Paradigm Shift in Cultural Change from Competition to Developing a Collaborative Community Amongst Practicing Plastic Surgeons","year":2025,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal Open Forum","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Psychology; Medicine; Virology; Pathology; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Shailesh Vadodaria","is_ca":false},{"name":"Muhammad Riaz","is_ca":false},{"name":"James McDiarmid","is_ca":false},{"name":"Thangasamy K Sankar","is_ca":false},{"name":"Jeyaram Srinivasan","is_ca":false},{"name":"Eesha Joshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.14473904971906,"gpt":0.4013482595894784,"spread":0.2566092098704184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002905671,0.000604201,0.001881597,0.0009954481,0.001150996,0.0003994381,0.0007679086,0.0005202636,0.0001269455],"category_scores_gemma":[0.003210832,0.0004443304,0.0002737086,0.001840991,0.0001997536,0.0005527129,0.0004780526,0.004968106,0.00001837346],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527947,"about_ca_system_score_gemma":0.009395661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0619796,"about_ca_topic_score_gemma":0.02724231,"domain_scores_codex":[0.9936413,0.002435279,0.001578613,0.0004357875,0.0008304071,0.0010786],"domain_scores_gemma":[0.988122,0.008793818,0.0013574,0.0007408752,0.0004368516,0.0005490082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001991848,0.0002445937,0.1405694,0.0008911262,0.0003332987,0.005406297,0.01645273,0.00006768332,0.000009733002,0.0002215076,0.8322941,0.001517642],"study_design_scores_gemma":[0.001870213,0.0002441479,0.0693013,0.01116967,0.0001894182,0.003294011,0.004245456,0.0000118612,0.00002881019,0.0008333392,0.908169,0.0006428315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2194172,0.0003075469,0.0001394529,0.7771702,0.000867733,0.001797602,0.0002106028,0.00002538903,0.00006428987],"genre_scores_gemma":[0.4704402,0.0004181963,0.00006664161,0.5283288,0.0001604238,0.000162863,0.0002992924,0.00005175105,0.00007180416],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2510231,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415134341","doi":"10.1093/asjof/ojaf109","title":"The Patient Voice in Aesthetic Medicine: Findings From a Global Survey of Cosmetic Neurotoxin Patients","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"AbbVie Canada; Allergan Aesthetics","keywords":"Neurotoxin; MEDLINE; Patient care","authors":[{"name":"Julia K. Garcia","is_ca":false},{"name":"Sylwia Lipko-Godlewska","is_ca":false},{"name":"Terrence Keaney","is_ca":false},{"name":"S. Hogue","is_ca":false},{"name":"Maria Musumeci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03026297313609604,"gpt":0.3307069034456996,"spread":0.3004439303096036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231109,0.0003177907,0.000804236,0.0002103755,0.0004368306,0.0001452465,0.0009863237,0.0001155751,0.0001647271],"category_scores_gemma":[0.0005880033,0.0002130359,0.0001769956,0.001116905,0.000456038,0.0001749252,0.0004426552,0.0004918393,0.00008426385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234457,"about_ca_system_score_gemma":0.0002303169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008046605,"about_ca_topic_score_gemma":0.001998786,"domain_scores_codex":[0.9956418,0.001330923,0.001417169,0.0004051096,0.0004747897,0.0007302473],"domain_scores_gemma":[0.9966791,0.00162751,0.0005653085,0.0006127314,0.0003825901,0.0001328137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004900089,0.0003112467,0.6746577,0.000001379771,0.00005114164,0.00007998719,0.0004211094,0.00000187263,9.874251e-7,0.0003581289,0.2218074,0.1018191],"study_design_scores_gemma":[0.002107551,0.0003874488,0.9320099,0.0004234761,0.00004493383,0.0002708391,0.001525476,0.000008770879,0.00001249121,0.004817896,0.05812985,0.0002613507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598283,0.002497818,0.00002824361,0.02866292,0.002761097,0.0006876001,0.00004713049,0.00001183128,0.005475127],"genre_scores_gemma":[0.9958955,0.0002250431,0.00001895782,0.00350822,0.000004856368,0.00006972256,0.00001625938,0.00002322388,0.0002381952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573522,"threshold_uncertainty_score":0.9985589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365511189","doi":"10.1093/asjof/ojad027.020","title":"From a Single Penile Suspensory Ligament to a Penile Suspensory Apparatus: Application to the Buried Penis Surgery","year":2023,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Suspensory ligament; Medicine; Penis; Anatomy; Ligament; Cadaver; Surgery; Uterosacral ligament; Vagina","authors":[{"name":"Romain Laurent","is_ca":true},{"name":"Ruben Pierre Danino","is_ca":true},{"name":"P. Trouilloud","is_ca":false},{"name":"Mehdi Benkhadra","is_ca":false},{"name":"Michel Alain Danino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07065525552332047,"gpt":0.3198500153599424,"spread":0.2491947598366219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002879778,0.0004386104,0.001094515,0.0006716253,0.001094024,0.0005500363,0.0004676421,0.000133148,0.001480817],"category_scores_gemma":[0.0006435371,0.0003199625,0.0004947554,0.001687433,0.00008940532,0.0003017295,0.0005292961,0.0005470256,0.008528356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773826,"about_ca_system_score_gemma":0.000399302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005054884,"about_ca_topic_score_gemma":0.0001384198,"domain_scores_codex":[0.9957688,0.0003500955,0.001192741,0.0007236539,0.001009252,0.0009554561],"domain_scores_gemma":[0.9956461,0.001712503,0.000409256,0.0009451069,0.000473795,0.0008132392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001364741,0.0002755274,0.009639487,0.0000058324,0.00009149222,0.0001827594,0.001205345,0.0001176765,0.001178106,0.00003911656,0.9458748,0.04002514],"study_design_scores_gemma":[0.0006987872,0.0003091637,0.005713884,0.0001597112,0.000107696,0.001767424,0.01061626,0.00007179648,0.001383434,0.0003059672,0.978428,0.0004378894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6672919,0.0006217837,0.001204241,0.3192945,0.003869785,0.002400152,0.00002634992,0.0002898284,0.005001462],"genre_scores_gemma":[0.9534901,0.0001198555,0.0001977123,0.02845051,0.0004531072,0.0005558848,0.00009369373,0.0001132398,0.01652585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908439,"threshold_uncertainty_score":0.9999253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410346494","doi":"10.1093/asjof/ojaf018.018","title":"Evaluating the Safety of Rhinoplasty in Smokers","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Rhinoplasty; Medicine; Orthodontics; Surgery; Nose","authors":[{"name":"Buğra Tügertimur","is_ca":false},{"name":"Shaishav Datta","is_ca":true},{"name":"Paige Goote","is_ca":false},{"name":"Matthew Morris","is_ca":false},{"name":"Alannah L. Phelan","is_ca":false},{"name":"Alexia Lucas","is_ca":false},{"name":"Jaime L. Bernstein","is_ca":false},{"name":"Steven A. Hanna","is_ca":false},{"name":"David Mattos","is_ca":false},{"name":"Richard G. Reish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06803953037386588,"gpt":0.3892113908027135,"spread":0.3211718604288476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004526917,0.0001483539,0.0006173521,0.0002210503,0.0003012142,0.00005026655,0.0002424585,0.00005552634,0.0001210196],"category_scores_gemma":[0.0004696896,0.00008993927,0.0002589006,0.0006303383,0.0001371701,0.0001503274,0.0002113505,0.000422487,0.000008402515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008162278,"about_ca_system_score_gemma":0.0004914774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007629747,"about_ca_topic_score_gemma":0.00002560238,"domain_scores_codex":[0.9980268,0.0002641755,0.0008376645,0.0001639483,0.0003331555,0.0003741966],"domain_scores_gemma":[0.9981627,0.001065704,0.0002840799,0.0002630834,0.000152347,0.00007206905],"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":[0.001511986,0.0001935734,0.5524377,0.00001431482,0.000112598,0.00008921217,0.0001813862,0.0001042049,0.00009823461,0.0008687862,0.04521289,0.3991751],"study_design_scores_gemma":[0.00729662,0.001187911,0.3517416,0.0086281,0.0003768689,0.00715867,0.009727132,0.0008082928,0.00422096,0.01235796,0.5956906,0.0008052705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674793,0.001543904,0.00003393016,0.1189992,0.0007297172,0.0003985854,0.0000018574,0.000008156363,0.0108053],"genre_scores_gemma":[0.9939557,0.0005464377,0.0001251917,0.003566704,0.00000840453,0.00001397009,0.000001779087,0.00001253836,0.00176922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5504777,"threshold_uncertainty_score":0.3667617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412778924","doi":"10.1093/asjof/ojaf051","title":"Content Analysis of Instagram Stories of Top Plastic Surgeons","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Content analysis; Advertising; Sociology; Business; Social science","authors":[{"name":"Olivia C. MacIntyre","is_ca":true},{"name":"Colton Boudreau","is_ca":true},{"name":"Alison Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1594242959651049,"gpt":0.4146570873530187,"spread":0.2552327913879138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003546268,0.0001036294,0.0007272094,0.0007615063,0.0004902139,0.00009115394,0.0004776794,0.0001050812,0.000258927],"category_scores_gemma":[0.004655191,0.0000975929,0.0003252475,0.002650744,0.0003808521,0.0002739177,0.00007512009,0.0001837903,0.000003453447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329715,"about_ca_system_score_gemma":0.002507721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01969828,"about_ca_topic_score_gemma":0.007576739,"domain_scores_codex":[0.997448,0.0005690666,0.0009401129,0.0001444894,0.0004985436,0.0003997549],"domain_scores_gemma":[0.9922779,0.00590052,0.0007859495,0.0002055515,0.0006477767,0.0001823198],"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":[0.00006615298,0.0001886267,0.8931821,0.000008415333,0.0002789917,0.000003355153,0.007609351,0.00003110987,0.000005086793,0.01889789,0.01026183,0.06946708],"study_design_scores_gemma":[0.0004930274,0.0001173885,0.3606425,0.0005676963,0.0009571323,0.00001517766,0.09883172,0.00004289019,0.0002765044,0.00384945,0.5338535,0.0003529877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549179,0.0004409133,0.0001366516,0.03348871,0.007564539,0.0004683957,0.000008657851,0.00001061116,0.002963621],"genre_scores_gemma":[0.998843,0.0004553512,0.0000804658,0.000301294,0.00001413931,0.00005503016,0.000004551648,0.000007027098,0.0002392134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5325396,"threshold_uncertainty_score":0.9868296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088697994","doi":"10.1093/asjof/ojaa042","title":"Commentary on: Practice Management Knowledge Amongst Plastic Surgery Residents in Canada: A National Survey","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Plastic surgery; Family medicine; Surgery","authors":[{"name":"Justin M. Sacks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05911261790052135,"gpt":0.3394971754996896,"spread":0.2803845575991682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00439202,0.0002198688,0.0005342844,0.0004078481,0.0002173841,0.0001234061,0.0003414846,0.00006365111,0.0003184254],"category_scores_gemma":[0.004879949,0.0002054537,0.0000902371,0.001255188,0.00005933093,0.0004145468,0.0001795007,0.00076757,0.0001059932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888394,"about_ca_system_score_gemma":0.004364826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1029569,"about_ca_topic_score_gemma":0.08433767,"domain_scores_codex":[0.996353,0.0005580504,0.001097064,0.0003220987,0.001173742,0.0004960651],"domain_scores_gemma":[0.9951435,0.00325689,0.0004686905,0.000226823,0.0005836576,0.0003204774],"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":[0.0005446692,0.0003655451,0.1952178,0.00001863092,0.00006160964,0.0006539827,0.00008069052,0.00003214219,2.179893e-7,0.00009411092,0.780476,0.02245457],"study_design_scores_gemma":[0.001499264,0.0001239099,0.5168826,0.001150337,0.0000656406,0.002350986,0.002473512,0.0005433389,0.00001447371,0.0001306079,0.4743816,0.0003837837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3289062,0.0001711183,0.00005833703,0.6625733,0.002953288,0.0005674546,0.00001433051,0.00001516818,0.004740818],"genre_scores_gemma":[0.8441332,0.0001396042,0.0002268999,0.1550798,0.00008207558,0.00004145703,0.0001550451,0.00003868682,0.0001031967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.515227,"threshold_uncertainty_score":0.9323708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415750095","doi":"10.1093/asjof/ojaf142","title":"Incidence of Paradoxical Adipose Hyperplasia After Cryolipolysis: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Incidence (geometry); Adipose tissue; Hyperplasia; Complication; Risk factor; Adverse effect; Obesity","authors":[{"name":"Alexis E. Mah","is_ca":true},{"name":"Parsa Razeghi","is_ca":true},{"name":"Calandra Li","is_ca":true},{"name":"Shaishav Datta","is_ca":true},{"name":"Brendan Tao","is_ca":true},{"name":"Jamil Ahmad","is_ca":true},{"name":"Ryan E Austin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05821635868155836,"gpt":0.3547059369850721,"spread":0.2964895783035137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.005572271,0.0008442643,0.02510594,0.001289567,0.0001488499,0.000221053,0.0006389482,0.00035275,0.0005036294],"category_scores_gemma":[0.000856014,0.0004868775,0.01053746,0.001819103,0.0001538879,0.0002323188,0.0003891241,0.0009052913,0.00003199846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009617508,"about_ca_system_score_gemma":0.001415505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003553396,"about_ca_topic_score_gemma":0.000007420703,"domain_scores_codex":[0.9924068,0.001640359,0.00392668,0.0006449064,0.0007693614,0.0006118469],"domain_scores_gemma":[0.9933383,0.002061307,0.00235623,0.001373468,0.0003499417,0.0005207685],"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":[0.00005162814,0.0002216353,0.0001283318,0.7414042,0.2054109,0.001578297,0.00002090727,1.783241e-7,9.655042e-9,0.0000315764,0.01583981,0.0353125],"study_design_scores_gemma":[0.00006712355,0.00002815724,0.000002148585,0.238349,0.673806,0.01260682,0.000009863945,8.903464e-7,1.171941e-7,0.0000196261,0.07480909,0.0003011391],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006419827,0.9915208,0.00002125483,0.006051281,0.0001136429,0.002060284,0.00003673619,0.00001635405,0.0001732787],"genre_scores_gemma":[0.0003080206,0.9931358,0.0001179791,0.003014331,0.00001527884,0.0006368034,0.00002003406,0.00005769198,0.002694041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5030553,"threshold_uncertainty_score":0.9997583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410346497","doi":"10.1093/asjof/ojaf018.007","title":"Morselized Bone Graft: A Tool for Nasal Dorsum Contouring and Refinement","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Contouring; Dorsum; Nasal dorsum; Medicine; Nasal bone; Anatomy; Computer science; Nose; Rhinoplasty; Computer graphics (images)","authors":[{"name":"Shaishav Datta","is_ca":true},{"name":"Steven A. Hanna","is_ca":false},{"name":"Buğra Tügertimur","is_ca":false},{"name":"Alannah L. Phelan","is_ca":false},{"name":"Matthew Morris","is_ca":false},{"name":"Paige Goote","is_ca":false},{"name":"David Mattos","is_ca":false},{"name":"Richard G. Reish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02577795915480902,"gpt":0.3152916391551217,"spread":0.2895136800003127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001836862,0.0002534943,0.000905072,0.0002582101,0.0005951884,0.0002133556,0.0001343408,0.00008177809,0.00008077209],"category_scores_gemma":[0.0002530376,0.0001945414,0.0003330396,0.0002376329,0.00009931342,0.0002182384,0.0002250669,0.0002600064,0.000006664253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007363418,"about_ca_system_score_gemma":0.0002409203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003099847,"about_ca_topic_score_gemma":0.00001007419,"domain_scores_codex":[0.9980335,0.0000732823,0.0007656178,0.0002983589,0.0002468329,0.0005824421],"domain_scores_gemma":[0.9986588,0.0004834774,0.0002365153,0.0002303893,0.0002076024,0.0001831663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003837789,0.0004367377,0.1338089,0.00008219894,0.000435918,0.0005971768,0.0001639728,0.000003298198,0.0002983209,0.002342005,0.579813,0.2781807],"study_design_scores_gemma":[0.004881945,0.0003026297,0.005986176,0.001373797,0.000207223,0.004546059,0.0005883378,0.00004225439,0.001057701,0.003236687,0.9774114,0.0003657801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134114,0.005077253,0.0004060385,0.1755422,0.001192927,0.001172519,0.000009543091,0.00004770751,0.003140467],"genre_scores_gemma":[0.9771925,0.001766393,0.001349748,0.008037806,0.00005988803,0.0001963555,0.00001062843,0.00004600977,0.01134063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3975984,"threshold_uncertainty_score":0.793317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416203405","doi":"10.1093/asjof/ojaf147","title":"Morselized Bone Graft: A Tool for Nasal Dorsum Refinement and Camouflaging","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Dorsum; Prosthesis; Nasal dorsum; Cadaver","authors":[{"name":"Shaishav Datta","is_ca":true},{"name":"Buğra Tügertimur","is_ca":false},{"name":"Alannah L. Phelan","is_ca":false},{"name":"Matthew Morris","is_ca":false},{"name":"Paige Goote","is_ca":false},{"name":"Richard Westreich","is_ca":false},{"name":"Steven A. Hanna","is_ca":false},{"name":"David Mattos","is_ca":false},{"name":"Richard G. Reish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02379643999219979,"gpt":0.3153303117425011,"spread":0.2915338717503014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001978678,0.0002679621,0.0008935834,0.0003084045,0.000665702,0.0002259969,0.0001421121,0.00008123661,0.00008191872],"category_scores_gemma":[0.0002388305,0.0002062502,0.0003359118,0.0003158514,0.000106881,0.0002292805,0.0002429383,0.0002860609,0.000007885422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007958984,"about_ca_system_score_gemma":0.0002849667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004033334,"about_ca_topic_score_gemma":0.00001116408,"domain_scores_codex":[0.9979318,0.00008090113,0.0007767905,0.0003235558,0.0002637291,0.000623177],"domain_scores_gemma":[0.9986525,0.0004646858,0.0002369741,0.0002492833,0.0002091521,0.0001873733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002314754,0.0003339553,0.1161852,0.00006892925,0.0003215578,0.0003005513,0.0001396248,0.000003119398,0.0002825728,0.001950169,0.6201024,0.2579972],"study_design_scores_gemma":[0.003750124,0.0002370086,0.004697975,0.001222793,0.0002142236,0.003969546,0.000730749,0.00005630865,0.001069477,0.00337152,0.9803136,0.0003666664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7501854,0.005071463,0.00045157,0.2386083,0.001302037,0.001185083,0.00001010707,0.00005254786,0.003133516],"genre_scores_gemma":[0.9682248,0.00184594,0.001720734,0.01532657,0.00006027968,0.0002212078,0.00001903324,0.00005839654,0.0125231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602112,"threshold_uncertainty_score":0.8410639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7129105185","doi":"10.1093/asjof/ojaf146","title":"Response by Hadid et al to “Hemostatic Nets in Facelifts: A Systematic Review and Meta-Analysis of Postoperative Complications and Patient Outcomes” by Caimi et al","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Complication; MEDLINE; Diabetes mellitus; Disease","authors":[{"name":"Karam Hadid","is_ca":false},{"name":"Forrest Bohler","is_ca":false},{"name":"Kongkrit Chaiyasate","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04220133241064569,"gpt":0.3788726085795874,"spread":0.3366712761689418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003539403,0.0002266409,0.00235595,0.0006151498,0.000104993,0.0001119084,0.0001385417,0.0000420132,0.00005711326],"category_scores_gemma":[0.0009369559,0.0001581611,0.0003830668,0.0008426436,0.00006477653,0.000184877,0.0001195268,0.0002285816,0.000002056314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008757912,"about_ca_system_score_gemma":0.0002280862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001757256,"about_ca_topic_score_gemma":0.00006237265,"domain_scores_codex":[0.9966351,0.001215703,0.001299334,0.0002769355,0.0003468846,0.0002259935],"domain_scores_gemma":[0.9976513,0.00111842,0.0004069259,0.0003314838,0.0002839232,0.0002079714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180758,0.0001640119,0.001795278,0.00002929566,0.002952673,0.0000167327,0.0003006653,0.000002872719,0.00007422773,0.0001431401,0.9939198,0.0004831692],"study_design_scores_gemma":[0.0002353695,0.0001289621,0.0002082337,0.001702113,0.003517699,0.0002279939,0.0003630515,0.0000486634,0.0001049137,0.00003246008,0.9932867,0.0001438346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01029262,0.008801533,0.0003911913,0.9784519,0.00001866782,0.001699714,0.0001393319,0.00001130699,0.0001937176],"genre_scores_gemma":[0.02117755,0.001131213,0.0003296191,0.9767584,1.723041e-9,0.0002191508,0.00004260426,0.00001401065,0.0003275101],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01088493,"threshold_uncertainty_score":0.6449621,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4394745357","doi":"10.1093/asjof/ojae007.035","title":"Endoscopic Transaxillary Breast Augmentation – a Case Series of 1300 Patients","year":2024,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Breast augmentation; Medicine; Inframammary fold; Surgery; Capsular contracture; Dissection (medical); Breast implant; Implant; Retractor; Breast cancer; Breast reconstruction","authors":[{"name":"Yaeesh Sardiwalla","is_ca":true},{"name":"Shim Ching","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871613774934662,"gpt":0.2690419531906249,"spread":0.2503258154412783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003348435,0.0001336265,0.0003308416,0.0002330902,0.0001292214,0.0001230654,0.00006673099,0.00006848072,0.0003071187],"category_scores_gemma":[0.00000311946,0.00009960693,0.000186915,0.0002102983,0.00007442765,0.0005783641,0.00002307398,0.0001982675,0.00002263751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005263216,"about_ca_system_score_gemma":0.0002451415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005475916,"about_ca_topic_score_gemma":0.00001384261,"domain_scores_codex":[0.9988545,0.00006808878,0.0004884188,0.0001421962,0.0002182755,0.0002285828],"domain_scores_gemma":[0.9994589,0.00005298113,0.0001269712,0.0001082391,0.0001053645,0.0001475162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0003433139,0.0001211194,0.0485338,0.00005497017,0.00009493245,0.004226354,0.0002482665,0.000001289622,0.00005559131,0.0001036799,0.007507872,0.9387088],"study_design_scores_gemma":[0.0007394597,0.0001629178,0.00178236,0.0008273551,0.00009160737,0.9904608,0.0006059124,0.00002244922,0.0006511277,0.000268519,0.00429887,0.00008863264],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883479,0.0004593988,0.00006427514,0.00871143,0.001613445,0.0002735437,0.00003695225,0.00002219768,0.0004708002],"genre_scores_gemma":[0.9991632,0.0001197962,0.0001886761,0.000116761,0.00002310872,0.00000689707,0.00003411591,0.00002414961,0.0003232915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9862344,"threshold_uncertainty_score":0.4061853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}