{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":45,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":45,"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":"2fd2d7e04928","filters":{"venue":"Journal of the Academy of Consultation-Liaison Psychiatry"}},"results":[{"id":"W3128252281","doi":"10.1016/j.jaclp.2021.01.005","title":"Proactive Consultation-Liaison Psychiatry: American Psychiatric Association Resource Document","year":2021,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"American Psychiatric Association","keywords":"Mental health; Context (archaeology); Psychological intervention; Psychiatry; Medicine; Resource (disambiguation); Health care; Nursing; Family medicine; Political science","authors":[{"name":"Mark Oldham","is_ca":false},{"name":"Paul H. Desan","is_ca":false},{"name":"Hochang B. Lee","is_ca":false},{"name":"James A. Bourgeois","is_ca":false},{"name":"Sejal B. Shah","is_ca":false},{"name":"Patrick J. Hurley","is_ca":false},{"name":"Sanjeev Sockalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05269204843907128,"gpt":0.4533784931689181,"spread":0.4006864447298468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005085388,0.001157949,0.004777687,0.001097664,0.001637455,0.00007590145,0.001961209,0.001728436,0.0002984608],"category_scores_gemma":[0.005373092,0.0008063724,0.002126387,0.003814279,0.0003279758,0.0005110377,0.0003462235,0.008362102,0.0001025037],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523997,"about_ca_system_score_gemma":0.01423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001460118,"about_ca_topic_score_gemma":0.0000625731,"domain_scores_codex":[0.9797351,0.007539622,0.007687876,0.0009330679,0.002815691,0.001288658],"domain_scores_gemma":[0.9612609,0.006828701,0.02837918,0.0007107888,0.002240153,0.0005803338],"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":[0.0006805194,0.001320357,0.02745119,0.0331914,0.005151126,0.000003419315,0.00500952,0.00004490146,0.000002284156,0.01134937,0.3345253,0.5812706],"study_design_scores_gemma":[0.003112074,0.0002442953,0.002847334,0.07343803,0.002777057,0.00005320739,0.007544695,0.000009143051,0.000001519607,0.002200797,0.9070018,0.000770051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007335205,0.9417233,0.00008213821,0.03890037,0.01365874,0.003540355,0.0004044362,0.00005949078,0.000897618],"genre_scores_gemma":[0.00026427,0.9818165,0.007228099,0.00321285,0.004250848,0.0003296817,0.00009640731,0.0002066587,0.00259473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5805006,"threshold_uncertainty_score":0.9996623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3182048581","doi":"10.1016/j.jaclp.2021.06.008","title":"Delirium and Associated Factors in a Cohort of Hospitalized Patients With Coronavirus Disease 2019","year":2021,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Delirium; Medicine; Interquartile range; Intensive care unit; Mechanical ventilation; Hazard ratio; Pneumonia; Population; Emergency medicine; Intensive care medicine; Intensive care; Internal medicine; Confidence interval; Pediatrics","authors":[{"name":"Miguel García‐Grimshaw","is_ca":false},{"name":"Erwin Chiquete","is_ca":false},{"name":"Amado Jiménez‐Ruiz","is_ca":true},{"name":"José de Jesús Vidal-Mayo","is_ca":false},{"name":"Samara Lissete Grajeda-González","is_ca":false},{"name":"María de los Ángeles Vargas-Martínez","is_ca":false},{"name":"Liz Toapanta‐Yanchapaxi","is_ca":false},{"name":"Sergio Iván Valdés‐Ferrer","is_ca":false},{"name":"Oswaldo Alan Chávez-Martínez","is_ca":false},{"name":"Osvaldo Alexis Marché-Fernández","is_ca":false},{"name":"Ana Itiel Jimenez Ávila","is_ca":false},{"name":"Carlos Cantú‐Brito","is_ca":false},{"name":"Fernando Flores-Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01239032968370484,"gpt":0.2914898565799167,"spread":0.2790995268962118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992578,0.0001521371,0.0004862443,0.0001698815,0.000034679,0.000006328874,0.0001117513,0.0001127413,0.00002707699],"category_scores_gemma":[0.007824497,0.0001033165,0.0001519163,0.0004233759,0.0002058527,0.0001279578,0.0000293097,0.0004335489,4.671058e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005437795,"about_ca_system_score_gemma":0.0005369547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002010782,"about_ca_topic_score_gemma":0.000007769437,"domain_scores_codex":[0.9983113,0.0001461018,0.0007083294,0.0001366275,0.0005534787,0.0001442075],"domain_scores_gemma":[0.9917117,0.000269516,0.001086951,0.00008777928,0.006725083,0.0001189354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001330754,0.0003892359,0.9950296,0.00007272215,0.0003771245,0.000002066605,0.0003779376,0.00001867628,0.0002544539,0.00006696517,0.001990352,0.00009016725],"study_design_scores_gemma":[0.008150673,0.0002191255,0.9872492,0.001074815,0.000467591,0.000006497972,0.001809551,0.00001493991,0.0004902572,0.00033831,0.00007566056,0.0001033772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907765,0.001545228,0.00001605074,0.006772733,0.0003580384,0.0003620311,0.00009839291,0.000003309054,0.00006775854],"genre_scores_gemma":[0.9960904,0.0002036361,0.0002178141,0.003364326,0.00001968999,0.000001386259,0.00002393003,0.00001839109,0.0000604404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007780343,"threshold_uncertainty_score":0.9367219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213112584","doi":"10.1016/j.jaclp.2022.02.002","title":"Building Complex Care Capacity in Primary Care: An Educational Evaluation of Project ECHO Ontario Integrated Mental and Physical Health","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto General Hospital; Centre for Addiction and Mental Health; University of Toronto; College of Family Physicians of Canada; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Mental health; Attendance; Echo (communications protocol); Psychology; Health care; Nursing; Medicine; Primary care; Medical education; Family medicine; Psychiatry","authors":[{"name":"Kathleen Sheehan","is_ca":true},{"name":"Cheryl Pereira","is_ca":true},{"name":"Noah Brierley","is_ca":true},{"name":"Javed Alloo","is_ca":true},{"name":"Mark Bonta","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09135072343333522,"gpt":0.4611106636503326,"spread":0.3697599402169974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864461,0.0001363989,0.0003535833,0.0003131822,0.000708886,0.000007033779,0.0002977331,0.00008738407,0.0001477278],"category_scores_gemma":[0.0002234156,0.0001097757,0.00008069526,0.0006111463,0.00009252138,0.0002879718,0.00007195846,0.001430083,5.302587e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189864,"about_ca_system_score_gemma":0.01738348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002614964,"about_ca_topic_score_gemma":0.002814435,"domain_scores_codex":[0.9951457,0.002379231,0.001128179,0.0001731235,0.001000456,0.0001732878],"domain_scores_gemma":[0.9964362,0.0003022608,0.002042988,0.0001063282,0.001041809,0.00007036154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001807056,0.001225113,0.3506305,0.0009005214,0.0001209058,3.768903e-8,0.6073638,0.001533334,0.005719566,0.01011192,0.01421017,0.006377087],"study_design_scores_gemma":[0.003766618,0.0003370592,0.7733573,0.0007147939,0.00008054166,0.000009774316,0.213341,0.000878092,0.00009608654,0.004572174,0.002701186,0.0001453019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845683,0.0007394943,0.00001481739,0.0109514,0.002164531,0.001138947,0.0001125281,0.000004288466,0.0003056723],"genre_scores_gemma":[0.9936883,0.00001321341,0.004556208,0.001311954,0.000199332,0.00008202457,0.00008002677,0.00001292952,0.00005603356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4227268,"threshold_uncertainty_score":0.988187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044901856","doi":"10.1016/j.psym.2020.07.004","title":"Intravenous Buprenorphine Micro-dosing Induction in a Patient on Methadone Treatment: A Case Report","year":2020,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Buprenorphine; Medicine; Dosing; Methadone; Anesthesia; (+)-Naloxone; Opioid use disorder; Opioid; Pharmacology; Internal medicine","authors":[{"name":"Kelly Crane","is_ca":false},{"name":"Jessica Snead","is_ca":false},{"name":"Robert J. Stanley","is_ca":false},{"name":"Jonathan Avery","is_ca":false},{"name":"G. E. Mints","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02728804570452966,"gpt":0.3045953913512471,"spread":0.2773073456467174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002267835,0.0002318976,0.0005564517,0.0002513073,0.00007648672,0.00001249131,0.0001171593,0.0001575735,0.00002429543],"category_scores_gemma":[0.000451416,0.0001554557,0.0002553354,0.0006111272,0.0000698872,0.0001241846,0.0000216132,0.000561548,0.000005155299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176389,"about_ca_system_score_gemma":0.0004039667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008074178,"about_ca_topic_score_gemma":0.000005919901,"domain_scores_codex":[0.9977524,0.0001374081,0.001256658,0.0002329669,0.0004325408,0.0001880546],"domain_scores_gemma":[0.9979085,0.0001384439,0.001472767,0.000162352,0.0001539607,0.0001639524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03503455,0.02888175,0.3776409,0.002288236,0.008160217,0.02008184,0.1957781,0.01110502,0.1296293,0.001611501,0.01358517,0.1762035],"study_design_scores_gemma":[0.08446712,0.0259633,0.3263195,0.007151058,0.005538731,0.2975227,0.03809908,0.001194893,0.1966822,0.004034188,0.01146529,0.001561919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488248,0.0024448,0.00003861356,0.04735753,0.0006140881,0.0006083539,0.00001433524,0.00001206563,0.00008542826],"genre_scores_gemma":[0.9928511,0.000272788,0.005155826,0.001381187,0.0002698348,0.00001052933,0.000004724143,0.00002831387,0.00002564929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774409,"threshold_uncertainty_score":0.63393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164202390","doi":"10.1016/j.jaclp.2021.05.003","title":"Adaptations Made to Pediatric Consultation-Liaison Psychiatry Service Delivery During the Early Months of the COVID-19 Pandemic: A North American Multisite Survey","year":2021,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Respondent; Thematic analysis; Pandemic; Service delivery framework; Medicine; Family medicine; Descriptive statistics; Staffing; Psychology; Service (business); Nursing; Qualitative research; Coronavirus disease 2019 (COVID-19); Business; Political science","authors":[{"name":"Khyati Brahmbhatt","is_ca":false},{"name":"Annabelle M. Mournet","is_ca":false},{"name":"Nasuh Malas","is_ca":false},{"name":"Claire De Souza","is_ca":true},{"name":"Jeanne Greenblatt","is_ca":false},{"name":"Khalid I. Afzal","is_ca":false},{"name":"Lisa Giles","is_ca":false},{"name":"Janet Charoensook","is_ca":false},{"name":"Vera Feuer","is_ca":false},{"name":"Haniya Raza","is_ca":false},{"name":"GenaLynne C. Mooneyham","is_ca":false},{"name":"Alba Pergjika","is_ca":false},{"name":"Amanda Schlesinger","is_ca":false},{"name":"Andrea Chapman","is_ca":true},{"name":"Angela Strain","is_ca":false},{"name":"Bela Gandhi","is_ca":false},{"name":"Kyle Johnson","is_ca":false},{"name":"Megan M. Mroczkowski","is_ca":false},{"name":"Patricia Ibeziako","is_ca":false},{"name":"Regina Graham","is_ca":false},{"name":"Yesie Yoon","is_ca":false},{"name":"Sigita Plioplys","is_ca":false},{"name":"Cathérine Fuchs","is_ca":false},{"name":"Richard J. Shaw","is_ca":false},{"name":"Maryland Pao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04790325296527522,"gpt":0.353927522706234,"spread":0.3060242697409588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001310396,0.0003382971,0.0007457586,0.0003642218,0.0005412117,0.00003315759,0.0007453262,0.0001469477,0.00005061894],"category_scores_gemma":[0.003745473,0.0002128897,0.0003454262,0.003954084,0.0002400689,0.0002666412,0.0001259019,0.001119535,0.000007641971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764863,"about_ca_system_score_gemma":0.002733186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182521,"about_ca_topic_score_gemma":0.006039096,"domain_scores_codex":[0.9946774,0.0008770652,0.002323372,0.0003560418,0.001330501,0.000435663],"domain_scores_gemma":[0.9918109,0.001968632,0.003662544,0.0004648334,0.001655122,0.0004379674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009996343,0.0002416968,0.9830768,0.0004366142,0.0002983028,0.000001144547,0.004866544,0.001463867,0.00074343,0.00009671138,0.006767942,0.001007295],"study_design_scores_gemma":[0.005918895,0.0002327513,0.9844394,0.0001933359,0.0006689902,0.0002411424,0.005928249,0.000121859,0.0001808537,0.0001459431,0.001732501,0.0001960723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91969,0.001883349,0.0004132238,0.07519884,0.001374229,0.001102721,0.000294292,0.00002371167,0.00001958623],"genre_scores_gemma":[0.9787195,0.0009658677,0.004501425,0.01491824,0.0006504591,0.00003226397,0.00002477671,0.00004590598,0.000141544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06028061,"threshold_uncertainty_score":0.868139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404170386","doi":"10.1016/j.jaclp.2024.10.002","title":"Preoperative Neurofilament Light Associated With Postoperative Delirium in Hip Fracture Repair Patients Without Dementia","year":2024,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Center for Research Resources; National Institute on Aging; National Institutes of Health; National Center for Advancing Translational Sciences; Johns Hopkins University","keywords":"Delirium; Dementia; Medicine; Hip fracture; Postoperative cognitive dysfunction; Surgery; Anesthesia; Internal medicine; Intensive care medicine; Psychiatry; Cognition; Osteoporosis; Disease","authors":[{"name":"Mfon Umoh","is_ca":false},{"name":"Haijuan Yan","is_ca":false},{"name":"Jeannie‐Marie Leoutsakos","is_ca":false},{"name":"Alexandria Lewis","is_ca":false},{"name":"Edward R. Marcantonio","is_ca":false},{"name":"Constantine G. Lyketsos","is_ca":false},{"name":"Sharon K. Inouye","is_ca":false},{"name":"Abhay Moghekar","is_ca":false},{"name":"Karin J. Neufeld","is_ca":true},{"name":"Paul B. Rosenberg","is_ca":false},{"name":"Frederick E. Sieber","is_ca":false},{"name":"Esther S. Oh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009852503574161287,"gpt":0.2832718026203754,"spread":0.2734192990462141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000383399,0.0002666606,0.0004869159,0.0003578037,0.00008547994,0.00003042607,0.0001933263,0.0001954053,0.00005355071],"category_scores_gemma":[0.004301551,0.0001621043,0.0002594672,0.0007010218,0.0001526938,0.0003065915,0.00003286168,0.001272579,0.000005196301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472525,"about_ca_system_score_gemma":0.0006252408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008311681,"about_ca_topic_score_gemma":0.00001522572,"domain_scores_codex":[0.9975858,0.0003089859,0.0008981127,0.000250602,0.0007236722,0.0002328223],"domain_scores_gemma":[0.9926901,0.0003064572,0.0006777291,0.000107883,0.006120596,0.00009719252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002546795,0.0008203366,0.885066,0.0002082469,0.002797779,0.0000163824,0.00981745,0.0004151675,0.0018841,0.0004433517,0.09567435,0.0003100101],"study_design_scores_gemma":[0.008300606,0.001664413,0.963671,0.006079717,0.001315644,0.00007987894,0.008618616,0.0005791804,0.005404949,0.0003794303,0.003578281,0.0003282652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261692,0.002755185,0.000112926,0.06856634,0.000964705,0.0008724399,0.00002605172,0.00002654966,0.0005066047],"genre_scores_gemma":[0.9692722,0.00007704056,0.0006283576,0.02968245,0.00009225345,0.00001140414,0.00001250043,0.00003930446,0.000184467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09209607,"threshold_uncertainty_score":0.6610422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181253096","doi":"10.1016/j.jaclp.2021.06.007","title":"Neuropsychiatric Symptoms After Brain Tumor Resection in Children and Adolescents: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Psychosocial; Anxiety; Medicine; Emergence delirium; Somatization; Distress; Depression (economics); Delirium; Clinical psychology; Psychiatry; Pediatrics; Psychology","authors":[{"name":"Alvin Keng","is_ca":true},{"name":"Donna E. Stewart","is_ca":true},{"name":"Kathleen Sheehan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02362967596555593,"gpt":0.3727658781479041,"spread":0.3491362021823482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002254421,0.0005433096,0.003285681,0.0007120675,0.00007949894,0.00003828545,0.0005240053,0.0003689085,0.00003937892],"category_scores_gemma":[0.002428568,0.0003984542,0.00110047,0.001885297,0.0001682983,0.0002359737,0.0001421234,0.002452507,0.000004663002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345418,"about_ca_system_score_gemma":0.002079942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001809637,"about_ca_topic_score_gemma":0.00001608625,"domain_scores_codex":[0.992802,0.00142024,0.003834211,0.0005064997,0.001101759,0.0003352688],"domain_scores_gemma":[0.9937635,0.0005229196,0.004826406,0.0003949445,0.0002660418,0.0002262117],"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":[0.0007943003,0.00118352,0.0752086,0.7002411,0.00193491,0.00001507027,0.0006791013,0.00000533188,0.000001511872,0.0001190691,0.02809433,0.1917231],"study_design_scores_gemma":[0.002769744,0.0001992221,0.03883592,0.9324549,0.002390033,0.002722321,0.00005128746,9.845612e-7,5.891927e-7,0.00006794681,0.02015379,0.0003533026],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004930233,0.9788551,0.000007119174,0.01219285,0.001499599,0.002452885,0.00003324846,0.00001235929,0.00001655735],"genre_scores_gemma":[0.0003398593,0.9906181,0.0004632201,0.007322585,0.001093455,0.0000381998,0.00000870901,0.00008271088,0.0000332093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2322137,"threshold_uncertainty_score":0.9998489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095505743","doi":"10.1016/j.psym.2020.11.001","title":"I Have to Pay to Use the Montreal Cognitive Assessment: What Should I Do?","year":2020,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Mental status examination; Cognition; Dementia; Psychology; Test (biology); Medicine; Gerontology; Psychiatry; Cognitive impairment; Disease","authors":[{"name":"David Mansoor","is_ca":false},{"name":"Deniz Erten‐Lyons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0543501148840552,"gpt":0.3858585683763367,"spread":0.3315084534922815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007764738,0.0002047906,0.000416095,0.000172257,0.0001710318,0.0001716516,0.0004713605,0.0001149037,0.0001605435],"category_scores_gemma":[0.001469638,0.0001041323,0.0002940499,0.000660923,0.0001306455,0.0005537028,0.0001329443,0.00105625,0.00003321909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000476132,"about_ca_system_score_gemma":0.0004726258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001728515,"about_ca_topic_score_gemma":0.000006338333,"domain_scores_codex":[0.9970714,0.0002820319,0.0008128824,0.0002319145,0.001294199,0.0003075141],"domain_scores_gemma":[0.9973016,0.0007597845,0.0005630291,0.0001277717,0.0007813356,0.0004664942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006439807,0.000847108,0.7969123,0.000223281,0.001633209,0.00001284558,0.0105655,0.0001529994,0.00486134,0.0009097488,0.1166012,0.06084069],"study_design_scores_gemma":[0.004597413,0.001229111,0.9610391,0.001165869,0.0005453395,0.00006566296,0.01424775,0.0001418012,0.002328177,0.0007163325,0.01376195,0.0001614665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5934636,0.0005809446,0.001502716,0.4021479,0.0005475697,0.001159381,0.00003010447,0.0000101295,0.0005576611],"genre_scores_gemma":[0.9525375,0.0003946349,0.00150534,0.04454984,0.0004965979,0.00002249612,0.000002268845,0.00002518833,0.0004660718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.359074,"threshold_uncertainty_score":0.458894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213233596","doi":"10.1016/j.jaclp.2022.02.003","title":"Self-reported and Agency-Notified Child Abuse as a Contributor to Health Anxiety in a Population-Based Birth Cohort Study at 30-Year Follow-up","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":5,"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":"Anxiety; Psychiatry; Child abuse; Worry; Medicine; Recall bias; Sexual abuse; Population; Beck Anxiety Inventory; Poison control; Psychology; Clinical psychology; Injury prevention; Medical emergency; Environmental health","authors":[{"name":"Steve Kisely","is_ca":true},{"name":"Lane Strathearn","is_ca":false},{"name":"Jake M. Najman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01189043594795462,"gpt":0.2987370039379296,"spread":0.2868465679899749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001128009,0.0002199224,0.0006885306,0.0003266538,0.0003300441,0.00001578597,0.000235675,0.00007469697,0.0001485905],"category_scores_gemma":[0.0002919596,0.0001661839,0.0001901896,0.0007364814,0.00002849222,0.00008210482,0.00004882594,0.0004870246,0.000004253099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766236,"about_ca_system_score_gemma":0.0004390035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673671,"about_ca_topic_score_gemma":0.00005255135,"domain_scores_codex":[0.9968967,0.0003175589,0.001363081,0.0002807276,0.0008870135,0.000254947],"domain_scores_gemma":[0.9977027,0.0001482468,0.001555886,0.0002363651,0.0001268672,0.0002299916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706504,0.001709553,0.9885043,0.00009786648,0.0007615816,0.000002804358,0.005228001,0.0001735814,0.00002065685,0.0000975742,0.001515438,0.0001821225],"study_design_scores_gemma":[0.01922892,0.0009868694,0.9747428,0.000361112,0.0002771961,0.0000951809,0.001718771,0.0001888358,0.00001217043,0.0006797746,0.001568425,0.0001399766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806997,0.000990654,0.00001119971,0.0149096,0.0008624755,0.002347826,0.00004609592,0.00001997392,0.0001124327],"genre_scores_gemma":[0.9959728,0.0001577193,0.0007632996,0.002784203,0.00006054201,0.00006634444,0.00001133963,0.00002844113,0.0001553611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01752242,"threshold_uncertainty_score":0.6776782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3190465376","doi":"10.1016/j.jaclp.2021.07.011","title":"Are Patients at Risk for Developing Panic Disorder After an Emergency Department Visit With Noncardiac Chest Pain?","year":2021,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Jeunesse de Quebec; Université Laval; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Anxiety; Odds ratio; Anxiety sensitivity; Confidence interval; Panic disorder; Incidence (geometry); Panic; Chest pain; Distress; Internal medicine; Observational study; Psychological intervention; Physical therapy; Psychiatry; Clinical psychology","authors":[{"name":"Guillaume Foldes‐Busque","is_ca":true},{"name":"Marie-France de Lafontaine","is_ca":true},{"name":"Stéphane Turcotte","is_ca":true},{"name":"Isabelle Denis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01584934304462332,"gpt":0.3228630538433611,"spread":0.3070137107987377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008174215,0.000187174,0.0005112981,0.0000830896,0.000216323,0.000007282421,0.0001159137,0.0001377411,0.0000316242],"category_scores_gemma":[0.000450234,0.0001268305,0.0003113075,0.0003163288,0.00004221069,0.0001447196,0.00003377144,0.0003831038,0.000003083271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126737,"about_ca_system_score_gemma":0.0007254077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006681589,"about_ca_topic_score_gemma":0.00005602077,"domain_scores_codex":[0.997678,0.0002743304,0.0009747076,0.0002121747,0.0005540783,0.0003067181],"domain_scores_gemma":[0.9971356,0.0001734371,0.001680877,0.0001647552,0.0005599503,0.0002854211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002095484,0.0003497759,0.9872131,0.0007665097,0.0001797452,9.580324e-7,0.0004435316,0.00001901293,0.00002597982,0.00002432972,0.003290595,0.005591024],"study_design_scores_gemma":[0.005215486,0.0005116591,0.9700669,0.0006843705,0.0003674934,0.00004707968,0.0009237064,0.00002216187,0.0002148221,0.000223376,0.02158116,0.0001417959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835543,0.003834006,0.000571058,0.009618828,0.001414035,0.0008367668,0.0001259323,0.0000073876,0.00003767428],"genre_scores_gemma":[0.9862271,0.001567591,0.00791647,0.003535745,0.0005437401,0.00005082202,0.00002168324,0.00003493447,0.0001019034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829057,"threshold_uncertainty_score":0.5171999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405940212","doi":"10.1016/j.jaclp.2024.12.004","title":"Cognitive, Behavioral, and Functional Outcomes of Suspected Mild Traumatic Brain Injury in Community-Dwelling Older Persons Without Mild Cognitive Impairment or Dementia","year":2024,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Killam Trusts; Alzheimer Society; Hotchkiss Brain Institute","keywords":"Dementia; Traumatic brain injury; Cognition; Medicine; Cognitive impairment; Psychology; Clinical psychology; Physical medicine and rehabilitation; Psychiatry; Disease; Internal medicine","authors":[{"name":"Dylan X. Guan","is_ca":true},{"name":"Matthew E. Peters","is_ca":false},{"name":"G. Bruce Pike","is_ca":true},{"name":"Clive Ballard","is_ca":false},{"name":"Byron Creese","is_ca":false},{"name":"Anne Corbett","is_ca":false},{"name":"Ellie Pickering","is_ca":false},{"name":"Pamela Roach","is_ca":true},{"name":"Eric E. Smith","is_ca":true},{"name":"Zahinoor Ismail","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1108827205195968,"gpt":0.4191867259852233,"spread":0.3083040054656265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001765521,0.0002620125,0.0007322964,0.0007313738,0.000171625,0.00003909327,0.0002292617,0.0002042344,0.0002643546],"category_scores_gemma":[0.0007957079,0.0001758908,0.0002626289,0.0008263283,0.0005055759,0.0002770817,0.00006724655,0.001897789,0.000003539935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007532621,"about_ca_system_score_gemma":0.0006490687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000547035,"about_ca_topic_score_gemma":0.00003661925,"domain_scores_codex":[0.9965373,0.0006222352,0.001437397,0.0001929361,0.0009290682,0.0002810813],"domain_scores_gemma":[0.9960133,0.002613464,0.0007192685,0.0001257812,0.0003720352,0.0001561688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006163519,0.002898862,0.9500981,0.002682003,0.002769695,0.000005744529,0.02141587,0.00001667044,0.001678112,0.0003376307,0.009111301,0.002822515],"study_design_scores_gemma":[0.009027096,0.00100542,0.9491368,0.00889058,0.001187488,0.0001799449,0.02846811,0.0003946367,0.0008651183,0.0006198578,0.00003940538,0.0001855514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828055,0.002362199,0.0002335019,0.01294355,0.0004458419,0.0009839551,0.0001402677,0.00001790326,0.0000672606],"genre_scores_gemma":[0.9970265,0.0001407346,0.001806553,0.0006547711,0.00008368432,0.00002291735,0.00001095783,0.0000387483,0.0002151384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422098,"threshold_uncertainty_score":0.8245054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164177705","doi":"10.1016/j.jaclp.2021.03.006","title":"Identifying the Most Important Consultation-Liaison Psychiatry Publications in 2020 Using a Novel Literature Assessment Instrument","year":2021,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Center for Research Resources; National Institutes of Health","keywords":"Psychology; Medicine; Medical education; Psychiatry; Library science; Medical physics; Computer science","authors":[{"name":"Scott A. Simpson","is_ca":false},{"name":"O. Joseph Bienvenu","is_ca":false},{"name":"Sarah R. Andrews","is_ca":false},{"name":"Jeylan Close","is_ca":false},{"name":"Mary Ann Cohen","is_ca":false},{"name":"Carlos Fernandez-Robles","is_ca":false},{"name":"Brandon Francis","is_ca":false},{"name":"Jai Gandhi","is_ca":false},{"name":"Maalobeeka Gangopadhyay","is_ca":false},{"name":"Liliya Gershengoren","is_ca":false},{"name":"John A. Grimaldi","is_ca":false},{"name":"Elie Isenberg‐Grzeda","is_ca":true},{"name":"R. Garrett Key","is_ca":false},{"name":"Timothy Kiong","is_ca":false},{"name":"Nicholas Kontos","is_ca":false},{"name":"Ryan Loh","is_ca":false},{"name":"Walter Luchsinger","is_ca":false},{"name":"Sahil Munjal","is_ca":false},{"name":"Shehzad K. Niazi","is_ca":false},{"name":"Nona A. Nichols","is_ca":false},{"name":"Aum Pathare","is_ca":false},{"name":"Luís F. Pereira","is_ca":false},{"name":"J. Jewel Shim","is_ca":false},{"name":"Marie Tobin","is_ca":false},{"name":"Paula C. Zimbrean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1950534152667402,"gpt":0.5305797125979353,"spread":0.3355262973311951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007134085,0.0006171028,0.001904542,0.001045338,0.001623495,0.0002359142,0.002144055,0.0009767878,0.0002226819],"category_scores_gemma":[0.004517499,0.000367535,0.0007470194,0.006950301,0.0003435334,0.0009275727,0.00029242,0.006597284,0.00001328294],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009499022,"about_ca_system_score_gemma":0.03136212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305594,"about_ca_topic_score_gemma":0.0001331949,"domain_scores_codex":[0.9875337,0.002544195,0.006321077,0.0006322332,0.001980715,0.0009880348],"domain_scores_gemma":[0.9839566,0.00322724,0.01001847,0.0006476817,0.001685232,0.0004647939],"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":[0.000424765,0.005651817,0.1598737,0.1192716,0.003693716,0.000007107546,0.05151473,0.0006731599,0.0001765422,0.1192767,0.3865108,0.1529255],"study_design_scores_gemma":[0.002999976,0.0001009273,0.01499525,0.09257548,0.0007894008,0.0002521652,0.01866844,0.0005378292,0.000001301619,0.003173716,0.8652719,0.0006335708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002462816,0.9390522,0.000414993,0.04270858,0.01171469,0.003162055,0.0002615123,0.00001791585,0.0002051898],"genre_scores_gemma":[0.0004973681,0.9736415,0.02124015,0.00182362,0.001978704,0.0002772367,0.00009322886,0.00007366958,0.0003745289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4787612,"threshold_uncertainty_score":0.9998776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319767841","doi":"10.1016/j.jaclp.2023.02.001","title":"Consultation-Liaison Case Conference: Psychiatric Care of Patients Who Undergo Bariatric Surgery","year":2023,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Medicine; Depression (economics); Psychiatry; Perioperative; General surgery; Surgery","authors":[{"name":"Natalia Luna Andrade","is_ca":false},{"name":"Raymone Shenouda","is_ca":false},{"name":"Sanjeev Sockalingam","is_ca":true},{"name":"David C. Fipps","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06436135278012216,"gpt":0.3583454578433427,"spread":0.2939841050632205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001743667,0.0009449459,0.005267698,0.002390282,0.0003016804,0.00005173554,0.0008634158,0.001392536,0.0001276612],"category_scores_gemma":[0.005185162,0.000656741,0.003303852,0.004717903,0.0003517312,0.0003567803,0.0001462379,0.002374014,0.00003504226],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312561,"about_ca_system_score_gemma":0.005890921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004162238,"about_ca_topic_score_gemma":0.000008862015,"domain_scores_codex":[0.9897814,0.001003682,0.006295206,0.0005944332,0.001724454,0.000600782],"domain_scores_gemma":[0.9775872,0.00730202,0.01195303,0.0005844845,0.002174756,0.000398536],"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":[0.002265078,0.002128352,0.1327325,0.1690453,0.009904567,0.0001396266,0.004526598,0.000109448,0.000001305145,0.004597122,0.1637067,0.5108433],"study_design_scores_gemma":[0.02114314,0.001132594,0.05765616,0.08624666,0.05008432,0.00638175,0.008497537,0.00006272955,0.00002357751,0.003586845,0.7618556,0.003329086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01076819,0.9757521,0.00004355626,0.001772814,0.009006549,0.001883115,0.0005089564,0.00004774711,0.0002169691],"genre_scores_gemma":[0.01025548,0.986508,0.001038851,0.0002918827,0.001164617,0.00003476959,0.00009933002,0.0001724288,0.0004346531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5981489,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286307114","doi":"10.1016/j.jaclp.2022.03.195","title":"Understanding Bariatric Patients’ Experiences of Self-management Post-surgery: A Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Clinical trial; Suicidal ideation; Major depressive disorder; Medicine; Pessimism; Mood; Bipolar disorder; Psychiatry; Depression (economics); Physical therapy; Psychology; Clinical psychology; Internal medicine; Poison control; Emergency medicine; Injury prevention","authors":[{"name":"Alaa Youssef","is_ca":false},{"name":"R. Maunder","is_ca":false},{"name":"Maria Mylopoulos","is_ca":true},{"name":"David Wiljer","is_ca":false},{"name":"Stephanie E. Cassin","is_ca":true},{"name":"Susan Wnuk","is_ca":true},{"name":"Samantha Leung","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05305277018658636,"gpt":0.3374302946719731,"spread":0.2843775244853868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212557,0.0001704618,0.0005309677,0.0005117267,0.0002424263,0.000009326199,0.0003415975,0.00005415121,0.0001036271],"category_scores_gemma":[0.0002923353,0.000117437,0.0003067243,0.0008390777,0.0000853516,0.0001878653,0.0001305194,0.0004219392,9.460346e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216992,"about_ca_system_score_gemma":0.0002459536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005696387,"about_ca_topic_score_gemma":3.987391e-7,"domain_scores_codex":[0.9963378,0.0006397687,0.001215627,0.0001811862,0.001460759,0.0001649006],"domain_scores_gemma":[0.9964858,0.0007150736,0.002334204,0.0001573947,0.0002227984,0.00008473945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004319568,0.009359193,0.3912692,0.0004274223,0.00268237,0.000005043675,0.5709015,0.0002885577,0.0001664705,0.002584865,0.01738599,0.0006098695],"study_design_scores_gemma":[0.008212208,0.001696358,0.1690332,0.0002711452,0.0009250877,0.00002726558,0.8176627,0.00002637465,0.0001519021,0.001578389,0.0002713993,0.0001440224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928893,0.0009075453,0.00007022319,0.003739254,0.001368792,0.0007919733,0.00001476147,0.00001325202,0.0002049105],"genre_scores_gemma":[0.9977255,0.00006264268,0.001791848,0.0002397194,0.00006539188,0.00003384125,0.00000242091,0.00001792988,0.00006072351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2467612,"threshold_uncertainty_score":0.478894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385453879","doi":"10.1016/j.jaclp.2023.07.004","title":"Exploring the Impact of ECHO Ontario Integrated Mental and Physical Health on Participants' Approach and Attitude Toward the Care of Patients With Complex Needs","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; College of Family Physicians of Canada; University Health Network","funders":"","keywords":"Transformative learning; Thematic analysis; Psychology; Mental health; Echo (communications protocol); Medical education; Health care; Nursing; Qualitative research; Applied psychology; Medicine; Psychotherapist; Pedagogy; Sociology","authors":[{"name":"Kathleen Sheehan","is_ca":true},{"name":"Jake Chaput","is_ca":true},{"name":"Victoria Bond","is_ca":true},{"name":"Javed Alloo","is_ca":true},{"name":"Mark Bonta","is_ca":true},{"name":"Sophie Soklaridis","is_ca":true},{"name":"Maria Zhang","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3037977676501435,"gpt":0.4362255094819964,"spread":0.1324277418318529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008881431,0.0001633071,0.0004196924,0.0001280879,0.0004726283,0.000005798373,0.000268687,0.00005510541,0.000009420827],"category_scores_gemma":[0.0000563329,0.00007070594,0.0001038682,0.0004379815,0.0002155557,0.0001354511,0.00007449953,0.0008912846,0.000001010005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797953,"about_ca_system_score_gemma":0.000641341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562183,"about_ca_topic_score_gemma":0.0002011705,"domain_scores_codex":[0.9974564,0.0005935405,0.0009752239,0.0001137599,0.0005538797,0.0003071515],"domain_scores_gemma":[0.9973007,0.0005844362,0.001631408,0.0001314752,0.0002044103,0.0001475889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001176667,0.0002376394,0.8537388,0.0006304254,0.0001531893,1.714244e-8,0.1416431,0.0003515127,0.00001747252,0.0002627902,0.000866756,0.0009215376],"study_design_scores_gemma":[0.002700419,0.001128992,0.9382114,0.0009848592,0.00005336226,6.084943e-7,0.05629857,0.0002507112,0.00003343495,0.0001586184,0.0001153097,0.00006373942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957069,0.0002306682,0.000007305254,0.002398988,0.0004033065,0.001064919,0.0001215579,0.000005226308,0.00006110257],"genre_scores_gemma":[0.9990424,0.0001504485,0.0001829743,0.0004721318,0.00007078401,0.00002697306,0.00002562544,0.00001297235,0.00001568382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08534455,"threshold_uncertainty_score":0.3872238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308923801","doi":"10.1016/j.jaclp.2022.10.086","title":"(83) Electroconvulsive Therapy in Anti-NMDA Receptor Encephalitis: A Case Report and Review of the Literature","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Electroconvulsive therapy; Anti-NMDA receptor encephalitis; NMDA receptor; Encephalitis; Medicine; Neuroscience; Psychology; Psychotherapist; Receptor; Virology; Internal medicine; Cognition","authors":[{"name":"Kelly Zerr","is_ca":true},{"name":"Anyssa Shakeri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01216739243401274,"gpt":0.2975515973519564,"spread":0.2853842049179437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005248206,0.0001344135,0.0004779744,0.00008576352,0.000124393,0.000005857733,0.0002129127,0.00007605094,0.00008463683],"category_scores_gemma":[0.0005120469,0.00007154585,0.0002360596,0.0006553956,0.00011993,0.00008159746,0.00005807989,0.0008535048,2.070815e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002812601,"about_ca_system_score_gemma":0.0002353855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001021799,"about_ca_topic_score_gemma":5.924888e-7,"domain_scores_codex":[0.9980236,0.0003431137,0.0009401127,0.0001457885,0.000417683,0.0001296705],"domain_scores_gemma":[0.9978704,0.0001633169,0.001613595,0.0001555104,0.0001556607,0.00004150884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004754916,0.004725242,0.9007805,0.005562516,0.001890291,0.001531682,0.007962087,0.00009118707,0.01603994,0.002617314,0.03347968,0.02056465],"study_design_scores_gemma":[0.02077478,0.003637337,0.8086181,0.01632082,0.0006211393,0.1080992,0.00285463,0.00002571549,0.003721606,0.00792025,0.0269803,0.0004260888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8427368,0.1250451,0.000001475203,0.03121429,0.0003497216,0.0005694415,0.00001987098,0.000002792811,0.00006058343],"genre_scores_gemma":[0.959338,0.03491599,0.0001979595,0.005344141,0.00004105181,0.00001946097,0.00000249849,0.00001075362,0.0001301109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166013,"threshold_uncertainty_score":0.3708101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308647748","doi":"10.1016/j.jaclp.2022.10.192","title":"(190) A Curious Case of Psychosis Post-Liver Transplant","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Neurological and metabolic disorders","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":"Université de Montréal","funders":"","keywords":"Psychosis; Liver transplantation; Medicine; Psychology; Psychiatry; Internal medicine; Transplantation","authors":[{"name":"David Caron","is_ca":false},{"name":"Mélanie Bilbul","is_ca":true},{"name":"Laury Chamelian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0167691579470148,"gpt":0.2905372797842216,"spread":0.2737681218372068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004691455,0.0001475404,0.0004814305,0.0001988775,0.0001355982,0.000003979759,0.000329752,0.00008824036,0.0003287728],"category_scores_gemma":[0.000173139,0.00009650121,0.0004307576,0.0004796401,0.0001650619,0.00008185195,0.0000384644,0.0008291946,0.000002125098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001438764,"about_ca_system_score_gemma":0.0001903309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003504675,"about_ca_topic_score_gemma":0.000003298188,"domain_scores_codex":[0.9979895,0.0002016039,0.0009311359,0.0001447567,0.0005581333,0.0001748853],"domain_scores_gemma":[0.998227,0.0002026593,0.001131285,0.0001339446,0.0001842904,0.0001208458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05406986,0.01808582,0.3814753,0.003990898,0.006724541,0.001083125,0.03777889,0.003893869,0.1297085,0.04859542,0.2005788,0.114015],"study_design_scores_gemma":[0.05240835,0.009478098,0.5376609,0.001199472,0.006201576,0.08961928,0.01230464,0.0008208157,0.007382373,0.02191208,0.259842,0.001170386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583544,0.005768244,0.00003491689,0.03394907,0.00116053,0.0003061951,0.00009025419,0.000007967134,0.0003283857],"genre_scores_gemma":[0.9923049,0.0008005667,0.0008872277,0.00570247,0.0001255186,0.000008290208,0.000001286666,0.0000153191,0.0001544224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1561856,"threshold_uncertainty_score":0.3935205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327705424","doi":"10.1016/j.jaclp.2022.09.002","title":"Catatonia Following Autologous Tumor-Infiltrating Immunotherapy and Interleukin-2 Infusions: A Case Report","year":2023,"lang":"en","type":"letter","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","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":"Medicine; Hazard ratio; Depression (economics); Meta-analysis; Internal medicine; Cohort study; Confidence interval; Cohort; Hematopoietic stem cell transplantation; Anxiety; Transplantation; Psychiatry","authors":[{"name":"Joellyn Sheehy","is_ca":false},{"name":"Christina L. Lee","is_ca":false},{"name":"Holly Shiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02832344622724627,"gpt":0.3100532198712923,"spread":0.281729773644046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008419166,0.000428485,0.000781614,0.0004923214,0.0004134462,0.0001175687,0.0009277012,0.0005485955,0.00002138536],"category_scores_gemma":[0.003628798,0.0003172515,0.0005907555,0.0007896683,0.0003732779,0.0003441871,0.0001378533,0.003294375,0.000008270927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005663247,"about_ca_system_score_gemma":0.0005805528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003852057,"about_ca_topic_score_gemma":0.000007450333,"domain_scores_codex":[0.9958499,0.0004599616,0.001972415,0.0004577351,0.000847196,0.0004127997],"domain_scores_gemma":[0.9934527,0.002014601,0.004013845,0.0003255742,0.0001094278,0.00008382316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002293468,0.0001205019,0.002386011,0.0005414929,0.0004758813,0.012864,0.003694708,0.00007913681,0.02264516,0.0003323998,0.953403,0.003228358],"study_design_scores_gemma":[0.01221989,0.000758771,0.0111714,0.007653016,0.0007594574,0.536682,0.006150837,0.0005211862,0.01555016,0.02700845,0.3789713,0.002553535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.589519,0.002110949,0.00004045644,0.4023041,0.005267972,0.0004945656,0.00005035109,0.0000647225,0.000147889],"genre_scores_gemma":[0.4042777,0.0009154422,0.004324687,0.5853986,0.003123258,0.00004203107,0.000009919849,0.0002923935,0.001615956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5744317,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367550445","doi":"10.1016/j.jaclp.2023.04.007","title":"A Prospective Study of Noncardiac Chest Pain-Related Disability in Emergency Department Patients With Comorbid Anxiety Disorders","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital du Saint-Sacrement; Centre Jeunesse de Quebec; Université Laval; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Anxiety; Emergency department; Panic disorder; Generalized anxiety disorder; Prospective cohort study; Anxiety sensitivity; Panic; Medicine; Chest pain; Alexithymia; Psychiatry; Psychology; Internal medicine","authors":[{"name":"Stéphanie Hamel","is_ca":true},{"name":"Isabelle Denis","is_ca":true},{"name":"Stéphane Turcotte","is_ca":true},{"name":"Richard Fleet","is_ca":true},{"name":"Patrick Archambault","is_ca":true},{"name":"Clermont E. Dionne","is_ca":true},{"name":"Guillaume Foldes‐Busque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01445108366945563,"gpt":0.3165496467638509,"spread":0.3020985630943953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139597,0.0003202149,0.0006340502,0.0004051611,0.000134155,0.00001000492,0.0005537763,0.0001992007,0.0001115507],"category_scores_gemma":[0.0009364579,0.0002195046,0.0002547129,0.003447897,0.0002846231,0.0002502326,0.00007880832,0.0006645677,0.0000112069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093159,"about_ca_system_score_gemma":0.0001075374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005879237,"about_ca_topic_score_gemma":0.00006740126,"domain_scores_codex":[0.9959714,0.000811602,0.001584158,0.0004295415,0.0008676405,0.0003356265],"domain_scores_gemma":[0.996186,0.0005562711,0.002322584,0.0002922725,0.0005343045,0.0001085823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001220391,0.00695689,0.9678745,0.00008532083,0.000893137,2.482525e-7,0.006793613,0.000176612,0.000005826054,0.00009177627,0.002540746,0.01336097],"study_design_scores_gemma":[0.00893711,0.001095787,0.9748669,0.0001592324,0.0002439259,0.000001971726,0.009647885,0.00001267089,0.00001696155,0.004150414,0.0006630824,0.0002040884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924745,0.001512658,0.00004145777,0.00155902,0.002149159,0.00176316,0.00007675486,0.00002487307,0.0003984014],"genre_scores_gemma":[0.9972119,0.00226991,0.0001726675,0.00004550022,0.00008685936,0.0001085022,0.000008037285,0.00004035732,0.00005623258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01315688,"threshold_uncertainty_score":0.8951136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389751425","doi":"10.1016/j.jaclp.2023.11.263","title":"Telephone-Based Cognitive Behavioral Therapy for Post-Operative Bariatric Surgery Patients: Preliminary Results from a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Bariatric Surgery and Outcomes","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":"Toronto Public Health; Centre for Addiction and Mental Health; Ottawa Hospital; Toronto Metropolitan University; University Health Network; University of Toronto","funders":"","keywords":"Randomized controlled trial; Medicine; Cognition; Surgery; Physical therapy; Psychiatry","authors":[{"name":"Sanjeev Sockalingam","is_ca":true},{"name":"Samantha Leung","is_ca":true},{"name":"Clement Ma","is_ca":true},{"name":"Raed Hawa","is_ca":false},{"name":"Susan Wnuk","is_ca":true},{"name":"Timothy Jackson","is_ca":true},{"name":"David R. Urbach","is_ca":true},{"name":"Allan Okrainec","is_ca":true},{"name":"Jennifer Brown","is_ca":true},{"name":"Daniella Sandre","is_ca":true},{"name":"Stephanie E. Cassin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0331386389908238,"gpt":0.3407085183613328,"spread":0.3075698793705089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003947667,0.0003586669,0.002727174,0.0007209858,0.0002177199,0.00003339521,0.0002659679,0.0003724587,0.00005276343],"category_scores_gemma":[0.0162445,0.0002098283,0.002397446,0.0009998074,0.0002254178,0.0002539142,0.00002696329,0.0006502653,0.000007262131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005064208,"about_ca_system_score_gemma":0.001518686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000307326,"about_ca_topic_score_gemma":0.000001039311,"domain_scores_codex":[0.9942045,0.00112185,0.003152992,0.0003092884,0.0008836389,0.0003277577],"domain_scores_gemma":[0.9639979,0.03028978,0.003907326,0.0001725349,0.001462521,0.000169948],"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":[0.9740568,0.001367221,0.009053092,0.00003430313,0.00133312,0.000001671669,0.001041874,0.00005315778,0.00007640064,0.00003364449,0.01132714,0.001621566],"study_design_scores_gemma":[0.9401013,0.001749289,0.05292924,0.0004553201,0.002163595,0.000005668314,0.000802504,0.0003154561,0.0005432236,0.000552905,0.0001618907,0.000219606],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677911,0.00152229,0.0001341834,0.01806126,0.005520793,0.006487914,0.0004186952,0.00003733046,0.00002643769],"genre_scores_gemma":[0.9945909,0.0004728932,0.0009841695,0.002159723,0.001153289,0.000273582,0.0001419639,0.00004605451,0.0001774476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04387615,"threshold_uncertainty_score":0.9920421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389762120","doi":"10.1016/j.jaclp.2023.11.598","title":"(126) Evaluating the Impact of Dignity Therapy on Quality of Life in Patients with Brain Tumour: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Patient Dignity and Privacy","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":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Dignity; Quality of life (healthcare); Medicine; Quality (philosophy); Psychology; Intensive care medicine; Oncology; Internal medicine; Nursing; Philosophy; Political science","authors":[{"name":"Mahiya Habib","is_ca":true},{"name":"Melissa B. Korman","is_ca":true},{"name":"Claire Moroney","is_ca":true},{"name":"Elie Isenberg‐Grzeda","is_ca":true},{"name":"Margaret I. Fitch","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Mary Jane Esplen","is_ca":true},{"name":"Denise Bilodeau","is_ca":false},{"name":"Janet Ellis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1566828371815173,"gpt":0.4420437148524939,"spread":0.2853608776709766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003559563,0.0001835989,0.0006789825,0.0002918169,0.00008605613,0.000006328667,0.0004463443,0.00006747773,0.00002181352],"category_scores_gemma":[0.004121294,0.00009199973,0.0002204756,0.001098083,0.0001406468,0.0001536375,0.00004418467,0.0007364613,0.000001944053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006074392,"about_ca_system_score_gemma":0.0006509185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001799965,"about_ca_topic_score_gemma":0.00001108326,"domain_scores_codex":[0.9959004,0.001017361,0.001534557,0.0001415058,0.001219793,0.0001864107],"domain_scores_gemma":[0.9945771,0.001802063,0.002817579,0.0002388571,0.0004736081,0.00009078408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01461013,0.003172432,0.9723375,0.00007873875,0.0004575313,1.208405e-7,0.004399817,0.001257451,0.001440219,0.0000439296,0.00117673,0.001025384],"study_design_scores_gemma":[0.01599633,0.01391734,0.9664393,0.0006255024,0.00006496038,0.000001223924,0.001334289,0.0001011475,0.0002293053,0.001201383,0.00000341953,0.00008578844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932182,0.0002369381,0.000005203904,0.00521507,0.0001877753,0.00103578,0.00004787194,0.000006975265,0.00004612506],"genre_scores_gemma":[0.999295,0.00004792252,0.0001237194,0.0004199105,0.00007232033,0.000005826308,0.000002626262,0.00001681591,0.00001588843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074491,"threshold_uncertainty_score":0.4933871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406978114","doi":"10.1016/j.jaclp.2025.01.004","title":"Hartnup Disease-Associated Psychosis: A Dwindling Phenomenon or Just Underreported?","year":2025,"lang":"en","type":"letter","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Amino Acid Enzymes and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Sunovion; University of Calgary; Alberta Health Services; Biogen","keywords":"Phenomenon; Psychosis; Disease; Psychology; Psychiatry; Medicine; Epistemology; Pathology; Philosophy","authors":[{"name":"Mark Ainsley Colijn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02752507968543363,"gpt":0.3101302108756789,"spread":0.2826051311902453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005274579,0.0004425863,0.0007150009,0.000234418,0.0001756776,0.00004584559,0.001034225,0.001091423,0.0000643065],"category_scores_gemma":[0.0009494887,0.0003109787,0.0007071263,0.0004202153,0.0001492391,0.00001947025,0.0001249916,0.001808507,0.000003674188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004865772,"about_ca_system_score_gemma":0.001243857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000591759,"about_ca_topic_score_gemma":0.00000400681,"domain_scores_codex":[0.9966993,0.0002607694,0.001547244,0.0004075334,0.0006907306,0.0003943878],"domain_scores_gemma":[0.9955112,0.0001364361,0.003423894,0.0003865118,0.0004109459,0.0001310527],"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":[0.000402361,0.0001301704,0.002085995,0.0002710132,0.001019238,0.000004106684,0.00007932611,0.000126755,0.000880326,0.00009280672,0.9945365,0.00037142],"study_design_scores_gemma":[0.002163254,0.0001299645,0.006112082,0.001314407,0.001227487,0.0000553834,0.0002284991,0.00002289956,0.0006794869,0.001370008,0.9862641,0.0004324907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04908574,0.03995416,0.0007033108,0.8956713,0.01204532,0.0009411069,0.0005065529,0.000024492,0.001068019],"genre_scores_gemma":[0.08887359,0.01446745,0.003317407,0.8401226,0.01754645,0.00006432437,0.0004185286,0.0002443905,0.03494523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05554866,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389028056","doi":"10.1016/j.jaclp.2023.11.684","title":"C-L Case Conference: Insomnia Disorder","year":2023,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Western University; University of Ottawa; Toronto Western Hospital; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"Eisai Canada","keywords":"Insomnia; Psychology; Medicine; Psychiatry","authors":[{"name":"Vanessa Aversa","is_ca":true},{"name":"Raed Hawa","is_ca":true},{"name":"Elliott Kyung Lee","is_ca":true},{"name":"Michael Mak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07943848298388477,"gpt":0.4002925734478116,"spread":0.3208540904639268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008923181,0.0005586838,0.001889384,0.0007034873,0.0002173054,0.00004122124,0.001308487,0.001423566,0.0005653864],"category_scores_gemma":[0.0004864789,0.0003498447,0.001424858,0.001555969,0.0003728785,0.000148712,0.0001092147,0.002855034,0.0003424856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004641847,"about_ca_system_score_gemma":0.0008058123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003020641,"about_ca_topic_score_gemma":0.000008429038,"domain_scores_codex":[0.9950414,0.000763603,0.002803566,0.0003644229,0.0006086911,0.0004183199],"domain_scores_gemma":[0.9929176,0.001051839,0.005196828,0.0003810956,0.0002772899,0.0001753266],"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":[0.0001738299,0.0008589675,0.0002828993,0.007222759,0.01015312,0.0001056902,0.003156176,0.00004698718,3.292346e-7,0.01567516,0.1618931,0.800431],"study_design_scores_gemma":[0.002734277,0.0001054867,0.00006578537,0.009802028,0.004532459,0.005731131,0.002455963,0.000005882127,1.437524e-7,0.003539536,0.970588,0.0004393442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005173185,0.9843771,0.00003980709,0.002068518,0.01051553,0.0007835528,0.00009467492,0.00003717709,0.001566319],"genre_scores_gemma":[0.0002431977,0.9963233,0.0002262785,0.000250036,0.000616507,0.00003215903,0.000007305601,0.0001169156,0.002184288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8086948,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416971733","doi":"10.1016/j.jaclp.2025.11.004","title":"Consultation-Liaison Case Conference: Stimulant-Induced Tardive Dyskinesia","year":2025,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Electroconvulsive Therapy Studies","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":"University of Alberta","funders":"","keywords":"Tardive dyskinesia; Stimulant; Antipsychotic; Major depressive disorder; Dyskinesia; Movement disorders; Attention deficit hyperactivity disorder; Schizophrenia (object-oriented programming)","authors":[{"name":"Mansoor Malik","is_ca":false},{"name":"Trung N. Tran","is_ca":false},{"name":"Partam Manalai","is_ca":false},{"name":"Zahid Latif","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05706255355340983,"gpt":0.4002888931090388,"spread":0.343226339555629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001086511,0.0009584842,0.004346624,0.0009949948,0.0003638332,0.00005574801,0.0009483248,0.0009586526,0.0001007362],"category_scores_gemma":[0.003235088,0.0006355633,0.001660736,0.001721473,0.0004077473,0.0002446144,0.0001377298,0.002914983,0.00002352727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632832,"about_ca_system_score_gemma":0.004526203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002173299,"about_ca_topic_score_gemma":0.000008530136,"domain_scores_codex":[0.9933451,0.0007812605,0.003618914,0.0005493002,0.001145018,0.0005603884],"domain_scores_gemma":[0.9876754,0.003011684,0.006465334,0.0004729847,0.002109672,0.0002649554],"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":[0.002956167,0.001607062,0.001385278,0.08531607,0.02076211,0.0003714197,0.004818892,0.00004283001,0.0003774077,0.006703978,0.08551744,0.7901413],"study_design_scores_gemma":[0.02267681,0.002420283,0.0008301322,0.1582904,0.03214653,0.02850656,0.003757029,0.00006225816,0.0003903482,0.004827382,0.7439812,0.002111045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003124943,0.985024,0.0001201893,0.005883351,0.00259262,0.002575838,0.0001601733,0.00003944862,0.0004794103],"genre_scores_gemma":[0.005079343,0.9899039,0.001916821,0.000943652,0.0009106708,0.00007268072,0.00002297837,0.00009272034,0.001057257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7880303,"threshold_uncertainty_score":0.9996096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286307111","doi":"10.1016/j.jaclp.2022.03.127","title":"(PO-128) Remote Virtual Reality Exposure Therapy for Post-Intensive Care Syndrome","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Virtual reality; Exposure therapy; Medicine; Intensive care medicine; Computer science; Human–computer interaction; Psychiatry","authors":[{"name":"Todd J. Jones","is_ca":true},{"name":"Jonathan Sisti","is_ca":true},{"name":"Alexander C. Sisti","is_ca":true},{"name":"Sachin Agarwal","is_ca":false},{"name":"Grace K Mandigo","is_ca":false},{"name":"J.S. Zabinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02898892147084875,"gpt":0.3139531912781013,"spread":0.2849642698072526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009170372,0.0001887072,0.0003843479,0.000187781,0.000520202,0.0000624211,0.001950177,0.0001101562,0.00001645047],"category_scores_gemma":[0.0006917722,0.0001427392,0.0003769827,0.0007019989,0.0001106641,0.0004484043,0.0002039573,0.0006585104,0.000002135893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130184,"about_ca_system_score_gemma":0.0006569595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002903312,"about_ca_topic_score_gemma":0.000002741948,"domain_scores_codex":[0.997467,0.0002836179,0.0009555524,0.0002603705,0.0007763038,0.0002571709],"domain_scores_gemma":[0.9959462,0.000466451,0.001645676,0.0004036703,0.00140214,0.0001358221],"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":[0.004788382,0.001473533,0.004987454,0.0004546826,0.001941782,0.000007794365,0.07400718,0.02848219,0.01510636,0.2612543,0.1936908,0.4138055],"study_design_scores_gemma":[0.0364893,0.02007468,0.3000907,0.0009767666,0.0005385606,0.004595483,0.1177445,0.01449548,0.01316494,0.2325134,0.2566923,0.002623791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7289189,0.005315789,0.09430116,0.1664263,0.00311827,0.00137189,0.0003503463,0.00004965422,0.0001476887],"genre_scores_gemma":[0.9858845,0.0001703675,0.007021027,0.006637806,0.0001396249,0.00001676732,0.00000559699,0.0000177702,0.000106566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4111817,"threshold_uncertainty_score":0.5820737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389762129","doi":"10.1016/j.jaclp.2023.11.231","title":"Using Natural Language Processing to Predict which Cancer Patients will see a Psychiatrist or Counsellor","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Mental Health via Writing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Natural (archaeology); Psychology; Cancer; Psychoanalysis; Natural language processing; Psychotherapist; Computer science; Medicine; History; Archaeology; Internal medicine","authors":[{"name":"John-Jose Nuñez","is_ca":true},{"name":"Bonnie Leung","is_ca":false},{"name":"Cheryl Ho","is_ca":false},{"name":"Raymond T. Ng","is_ca":true},{"name":"Alan Bates","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03835751987204403,"gpt":0.4086882630676172,"spread":0.3703307431955731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009741141,0.0002656055,0.0004709166,0.0004196616,0.0003398967,0.00004182942,0.0007270295,0.0002273088,0.0001845769],"category_scores_gemma":[0.0004356864,0.0001881841,0.0001615429,0.002219944,0.00008771387,0.000380793,0.00006822787,0.0009450795,0.00003105104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551137,"about_ca_system_score_gemma":0.000610514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008415678,"about_ca_topic_score_gemma":0.00006255355,"domain_scores_codex":[0.9964686,0.0002765667,0.00152413,0.0003061601,0.0009008999,0.0005236365],"domain_scores_gemma":[0.9967672,0.0003045027,0.00204221,0.0001748645,0.0004911008,0.0002200969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007286891,0.001206024,0.685361,0.002309737,0.0007901631,0.000007053698,0.05014223,0.002198692,0.002794141,0.0006065145,0.2079345,0.03936312],"study_design_scores_gemma":[0.01945084,0.00110419,0.9093505,0.007991778,0.0007908974,0.0003336851,0.0364184,0.007643391,0.0006233315,0.001159773,0.01386508,0.001268158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762322,0.004685009,0.00007192168,0.01026373,0.007645171,0.0007173646,0.0001007703,0.00004804507,0.0002357519],"genre_scores_gemma":[0.9923903,0.00008889412,0.002969856,0.002560276,0.001165304,0.00002403433,0.000004432572,0.00006127105,0.0007356055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239895,"threshold_uncertainty_score":0.7673924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308647265","doi":"10.1016/j.jaclp.2022.10.232","title":"Climbing Mount Everest: Tips for C-L Psychiatrists Managing Patients with Anorexia Nervosa on The Medical Unit","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Mount; Anorexia nervosa; Climbing; Unit (ring theory); Psychiatry; Medicine; Psychology; Psychotherapist; Eating disorders; Computer science; Engineering; Operating system","authors":[{"name":"Carrol Zhou","is_ca":true},{"name":"Susan Abbey","is_ca":true},{"name":"Geneviève Proulx","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02253316027579706,"gpt":0.3147778238796626,"spread":0.2922446636038656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001293557,0.0002227762,0.0003298624,0.000201575,0.0006973885,0.00002825349,0.001122211,0.0001376902,0.0006211723],"category_scores_gemma":[0.0002611359,0.0001309198,0.000263398,0.0005748774,0.0001744485,0.00009726756,0.00008798047,0.001287111,0.000006883681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006318779,"about_ca_system_score_gemma":0.0002382752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002226267,"about_ca_topic_score_gemma":0.000009057364,"domain_scores_codex":[0.996829,0.000433542,0.0009475718,0.0002399681,0.001229393,0.0003205325],"domain_scores_gemma":[0.9968076,0.0008821651,0.001751791,0.0002544412,0.0001964048,0.0001075811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002613701,0.00159826,0.8629357,0.0000617911,0.0003995117,0.000001238813,0.002372526,0.0007430484,0.00001235074,0.03615694,0.08900138,0.004103508],"study_design_scores_gemma":[0.01424334,0.002596113,0.9224576,0.0005290982,0.0005608212,0.0001298992,0.01266809,0.0002623185,0.00000754406,0.01769528,0.02831404,0.0005358999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657643,0.000667496,0.0001440296,0.02904064,0.003142609,0.0006193782,0.00004186176,0.00001272039,0.000566983],"genre_scores_gemma":[0.994476,0.00002159921,0.0007347839,0.004087219,0.0002810654,0.00005402493,0.000006050901,0.00004364054,0.0002956151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06068733,"threshold_uncertainty_score":0.6801401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311303427","doi":"10.1016/j.jaclp.2022.08.002","title":"Crowdsourcing Catatonia: Medical Crowdsourcing in Challenging Clinical Cases","year":2022,"lang":"en","type":"letter","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Electroconvulsive Therapy Studies","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":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Dementia; Cognition; Cochrane Library; Heart failure; Cognitive decline; Verbal fluency test; Neuropsychology; Internal medicine; Physical therapy; Cardiology; Physical medicine and rehabilitation; Meta-analysis; Psychiatry; Disease","authors":[{"name":"Alexander Bahadur","is_ca":true},{"name":"Jason Perdue","is_ca":true},{"name":"Kathleen Sheehan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04463731470972563,"gpt":0.3739521608240857,"spread":0.3293148461143601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003572618,0.0005341393,0.002004993,0.0008381415,0.0002988135,0.00002323014,0.001154221,0.001173545,0.0003620844],"category_scores_gemma":[0.005140775,0.0004017291,0.001016793,0.0008510471,0.0004959808,0.0001650455,0.0002394377,0.01309654,0.000005380685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123747,"about_ca_system_score_gemma":0.001724142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003582601,"about_ca_topic_score_gemma":0.00001350499,"domain_scores_codex":[0.9919354,0.001007074,0.003570838,0.0004710147,0.002374582,0.000641056],"domain_scores_gemma":[0.9910286,0.004060296,0.003990061,0.0003573074,0.0003725546,0.0001911913],"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":[0.00147616,0.0004130338,0.1113552,0.001200339,0.002057327,0.0004535225,0.002048836,0.000169298,0.0001158955,0.0001172926,0.8787941,0.001798893],"study_design_scores_gemma":[0.02483775,0.002771986,0.1161215,0.01453978,0.002829199,0.01629368,0.005717818,0.0003300152,0.0004052426,0.002428746,0.8121822,0.001542036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.157033,0.02593759,0.00003886545,0.8133214,0.002872136,0.000580678,0.00001897448,0.00002279466,0.0001746807],"genre_scores_gemma":[0.307591,0.01057053,0.001591428,0.6658885,0.0132607,0.00004957849,0.00001993535,0.0002600692,0.0007682405],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.150558,"threshold_uncertainty_score":0.9998435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416277570","doi":"10.1016/j.jaclp.2025.10.116","title":"114. Neuropsychiatric Complications in Post-Transplant Recipients: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Neurological Complications and Syndromes","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":"University of Toronto; University Health Network","funders":"","keywords":"Disease; MEDLINE; Population; Risk assessment; Quality of life (healthcare)","authors":[{"name":"Ryma Bendel","is_ca":true},{"name":"Sara Abrahamson","is_ca":true},{"name":"Andy Dongkwun","is_ca":true},{"name":"Noha Abdel Gawad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01495010753602405,"gpt":0.3179378265706607,"spread":0.3029877190346366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006670567,0.0001584944,0.0007697589,0.0003952651,0.00009207867,0.00001105924,0.0005523348,0.0001012591,0.00002108127],"category_scores_gemma":[0.001073967,0.00009816253,0.0003316576,0.001473112,0.00009775395,0.00009372942,0.0000317555,0.0006717678,0.000008697668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003535494,"about_ca_system_score_gemma":0.0002764892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003631821,"about_ca_topic_score_gemma":0.000001655784,"domain_scores_codex":[0.997163,0.0002962225,0.001820312,0.0001772346,0.0003875321,0.0001556893],"domain_scores_gemma":[0.9975108,0.0005004419,0.00123168,0.0003061209,0.000373606,0.00007733118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001583642,0.005430369,0.5493185,0.2858971,0.00169199,0.00001031774,0.0008323532,0.0002505967,0.004551996,0.09688506,0.05244722,0.001100892],"study_design_scores_gemma":[0.002254334,0.0002372333,0.9149563,0.07468501,0.001347478,0.0006397166,0.00009447042,0.00008298227,0.00002891455,0.004701306,0.0008380557,0.0001341446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5487772,0.08686957,0.0004876564,0.3570448,0.001438878,0.003226587,0.00004403318,0.00003128136,0.002080032],"genre_scores_gemma":[0.9705715,0.007073385,0.001589257,0.0204135,0.00004332537,0.00004549614,0.000003266611,0.00001353646,0.0002466973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4217944,"threshold_uncertainty_score":0.4002952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392663184","doi":"10.1016/j.jaclp.2024.03.001","title":"Response to Margolis et al. CL case conference: a case of factitious disorder imposed on self","year":2024,"lang":"en","type":"letter","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Child Abuse and Related Trauma","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":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Factitious disorder; Psychology; Psychoanalysis; Philosophy; Psychiatry","authors":[{"name":"Mateusz Zurowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01805559359201343,"gpt":0.3259952743519347,"spread":0.3079396807599213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009808792,0.0004794764,0.001060207,0.0008963175,0.0001211354,0.00003923405,0.0003732998,0.001055531,0.0001210002],"category_scores_gemma":[0.0006051814,0.0003120755,0.0007579899,0.0006977252,0.0001654557,0.0001179564,0.00006369002,0.005782478,0.00002810364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009721075,"about_ca_system_score_gemma":0.001148346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007502997,"about_ca_topic_score_gemma":0.00001755894,"domain_scores_codex":[0.9960953,0.0005470315,0.001764663,0.0003739916,0.0008913077,0.000327728],"domain_scores_gemma":[0.9959026,0.001216071,0.001793934,0.0003716709,0.000518981,0.0001967265],"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":[0.003825207,0.0003480298,0.0002461862,0.0006678029,0.00174569,0.004367021,0.003702908,0.00009722717,0.0003635359,0.0001296728,0.9838398,0.0006669889],"study_design_scores_gemma":[0.007843982,0.001449379,0.001235269,0.007245574,0.002511258,0.1200484,0.001571652,0.00007707408,0.0004853988,0.001034231,0.8560104,0.000487411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3719688,0.002287618,0.00001047906,0.622941,0.001724938,0.0005827398,0.0002338214,0.00002194919,0.0002286605],"genre_scores_gemma":[0.343904,0.001429281,0.001327227,0.6508881,0.001053632,0.00001186301,0.00001863261,0.00012938,0.00123777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1278294,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416277607","doi":"10.1016/j.jaclp.2025.10.103","title":"101. Development and Evaluation of CPD in Psychiatry for Hepatitis C Network Multidisciplinary Teams","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Hepatitis C virus research","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":"University of Toronto","funders":"","keywords":"Multidisciplinary approach; Hepatitis C; Hepacivirus; Hepatitis C virus; Multidisciplinary team","authors":[{"name":"Noha Abdel Gawad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0356234981794938,"gpt":0.3906031707400783,"spread":0.3549796725605845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003177828,0.0001580803,0.0005168694,0.0004152843,0.0001207996,0.00001055352,0.0002661549,0.000209462,0.00002086672],"category_scores_gemma":[0.001134,0.0001213071,0.0001552865,0.0007480856,0.0001602797,0.0001530578,0.0000735832,0.0005275757,9.581405e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528999,"about_ca_system_score_gemma":0.002594042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002553604,"about_ca_topic_score_gemma":0.0001169041,"domain_scores_codex":[0.996927,0.0002548152,0.0014788,0.0001841441,0.0009152897,0.0002399038],"domain_scores_gemma":[0.9976746,0.0003929047,0.000969693,0.0001453014,0.0007283444,0.00008908535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008363044,0.0003502195,0.9396755,0.0007279465,0.0003241963,1.969206e-7,0.0009868252,0.00120819,0.0004847381,0.002376453,0.01117805,0.04185142],"study_design_scores_gemma":[0.008482743,0.0002043015,0.9659749,0.002986524,0.0002839071,0.00001376249,0.0006315288,0.00515495,0.001133702,0.01287286,0.002144098,0.0001167575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713453,0.007445089,0.0005811651,0.01757575,0.001367953,0.00118309,0.00001221967,0.000004939265,0.0004844857],"genre_scores_gemma":[0.950164,0.0006380761,0.04839903,0.0003761207,0.0002258913,0.00004465107,0.000003849968,0.00001826091,0.0001301091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04781786,"threshold_uncertainty_score":0.494676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389762150","doi":"10.1016/j.jaclp.2023.11.601","title":"(129) Elucidating the Experience of Head and Neck Cancer Care in Focus Groups with Patients and Caregivers","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; SickKids Foundation; University of Toronto","funders":"","keywords":"Head and neck cancer; Head and neck; Medicine; Cancer; Focus group; Focus (optics); Head (geology); Gerontology; Oncology; Internal medicine; Surgery; Sociology; Biology","authors":[{"name":"Nuala Burnham","is_ca":false},{"name":"Melissa B. Korman","is_ca":true},{"name":"Yasmine Hejri-Rad","is_ca":true},{"name":"Mahiya Habib","is_ca":true},{"name":"Marlene C. Jacobson","is_ca":true},{"name":"Kevin Higgins","is_ca":true},{"name":"Janet Ellis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01680048104761709,"gpt":0.3183696193323928,"spread":0.3015691382847757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004414214,0.00009614717,0.0002132485,0.0001124628,0.0002682385,0.00002202205,0.0003607306,0.00008841469,0.000006862986],"category_scores_gemma":[0.0003578359,0.0000591415,0.00004224872,0.0007308211,0.0005627171,0.000307721,0.00005245294,0.0002879023,2.320212e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004719852,"about_ca_system_score_gemma":0.0002807394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305475,"about_ca_topic_score_gemma":0.001509104,"domain_scores_codex":[0.9985152,0.0001648487,0.0004560007,0.0001209353,0.0005674656,0.0001755534],"domain_scores_gemma":[0.998473,0.0003544803,0.0008220464,0.00006806284,0.0002232206,0.00005920659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001107677,0.00001682432,0.845498,0.00004751871,0.00002363809,2.1853e-7,0.1489466,0.0001392691,0.00003258586,0.0008226293,0.0005117067,0.003850165],"study_design_scores_gemma":[0.001419891,0.00007520915,0.7648143,0.0004591924,0.00002892155,0.000001845007,0.2312542,0.00002130947,0.0001548174,0.0008576981,0.0008251293,0.00008745373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990719,0.001827143,0.000003525534,0.006407373,0.000555688,0.000234313,0.00001529177,0.000004859048,0.0002328023],"genre_scores_gemma":[0.9988223,0.0006652771,0.0002446523,0.0001550808,0.00007077835,0.000007905125,3.585079e-7,0.000008295156,0.00002537032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08230758,"threshold_uncertainty_score":0.241172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416277676","doi":"10.1016/j.jaclp.2025.10.299","title":"53. Incidence of Psychiatric Comorbidities in Newly Diagnosed Cancer Patients: A Nationwide Study in South Korea","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Cancer survivorship and care","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":"Western University","funders":"","keywords":"Incidence (geometry); Cancer; Cancer incidence; Comorbidity; Disease","authors":[{"name":"Jae-Hon Lee","is_ca":true},{"name":"Arlene G. MacDougall","is_ca":true},{"name":"Hira Safdar","is_ca":true},{"name":"Young Ae Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01488476127014573,"gpt":0.322108999949789,"spread":0.3072242386796433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517104,0.000171616,0.0005877227,0.0008359519,0.00004646402,0.00001047577,0.0003936334,0.0001414199,0.00003080623],"category_scores_gemma":[0.0007949283,0.0001310196,0.000183807,0.00182323,0.0001167293,0.0001934076,0.00004771923,0.0006836136,6.096157e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345926,"about_ca_system_score_gemma":0.0009683136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009015183,"about_ca_topic_score_gemma":0.00286266,"domain_scores_codex":[0.9972648,0.0002187635,0.001490401,0.0001728606,0.0006795768,0.0001735686],"domain_scores_gemma":[0.9975395,0.0004164402,0.001357357,0.000151691,0.0004782293,0.00005674823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008340864,0.0008532603,0.9847454,0.0002548222,0.0001098056,7.432732e-7,0.009911553,0.0003989223,0.00003498002,0.0003435455,0.001537372,0.0009755073],"study_design_scores_gemma":[0.009270722,0.0002560767,0.9746631,0.001429698,0.0001856512,0.000002208073,0.0122028,0.00005206837,0.0001534222,0.001462793,0.0002207318,0.0001007585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856441,0.004668046,0.00002532833,0.006626575,0.00209702,0.000672997,0.00002986473,0.000005171886,0.0002309111],"genre_scores_gemma":[0.9980859,0.0004339056,0.0002359932,0.0009895478,0.0001233182,0.00002869458,0.000001411469,0.00001272397,0.00008850778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244181,"threshold_uncertainty_score":0.5342823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416277681","doi":"10.1016/j.jaclp.2025.10.091","title":"89. Risk Factors for Discharge Against Medical Advice of Patients With Opioid Use Disorder","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Opioid Use Disorder Treatment","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":"Columbia College","funders":"","keywords":"Opioid use disorder; Opioid abuse; Opioid; MEDLINE; Risk assessment; Advice (programming)","authors":[{"name":"Yekaterina Angelova","is_ca":false},{"name":"Ha Rim Kwak","is_ca":false},{"name":"Peter D. Zimmerman","is_ca":false},{"name":"M. John Thearle","is_ca":false},{"name":"William Gardner","is_ca":true},{"name":"Omar Mirza","is_ca":false},{"name":"Stephanie Cheung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008652798391940626,"gpt":0.2887018011823385,"spread":0.2800490027903979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003047191,0.0002384119,0.0006159443,0.0002523019,0.0001179102,0.00001148416,0.000363441,0.0002162104,0.0000321518],"category_scores_gemma":[0.001861583,0.0001357584,0.0003367511,0.0004883651,0.000183852,0.0002259321,0.00004437967,0.0005442864,9.053068e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005186791,"about_ca_system_score_gemma":0.0007762088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002990122,"about_ca_topic_score_gemma":0.0000094058,"domain_scores_codex":[0.9974574,0.0001041707,0.001146253,0.0001883346,0.0008886615,0.0002151061],"domain_scores_gemma":[0.9966148,0.0008122002,0.00166369,0.0002052562,0.0005560181,0.0001480854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00162553,0.001410795,0.9875965,0.000391617,0.000921338,1.005363e-7,0.000913744,0.00009863762,0.00002159723,0.0006436118,0.004971521,0.001404974],"study_design_scores_gemma":[0.01344472,0.0004586256,0.975593,0.001323759,0.0009303709,0.000001646825,0.001355054,0.0001901705,0.000355039,0.0006888426,0.005529018,0.0001297285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882258,0.001288495,0.0006047257,0.007808779,0.000866726,0.0009135285,0.0002138601,0.00001191006,0.00006621545],"genre_scores_gemma":[0.9933258,0.0006913725,0.004820231,0.0008058746,0.00007937333,0.00001621259,0.00002811662,0.0000301809,0.0002028625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200351,"threshold_uncertainty_score":0.5536067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286307063","doi":"10.1016/j.jaclp.2022.03.091","title":"(PO-089) Complexity, Intersectionality, and CBME: A Needs Assessment for an HIV Psychiatry Educational Experience","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"PsycINFO; Scopus; MEDLINE; Medical education; Curriculum; Systematic review; Medicine; Psychology; Pedagogy","authors":[{"name":"Alan Wai","is_ca":true},{"name":"Sandalia Genus","is_ca":false},{"name":"Maria Mylopoulos","is_ca":true},{"name":"Deanna Chaukos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1190889801128802,"gpt":0.482467273454063,"spread":0.3633782933411829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00169991,0.0001888748,0.0003801957,0.0003123559,0.001689839,0.00001538965,0.000651275,0.0001618256,0.0003783451],"category_scores_gemma":[0.0002534964,0.0001553598,0.0001904991,0.000570864,0.0001958314,0.0003265409,0.000194976,0.00160558,0.000002252933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072933,"about_ca_system_score_gemma":0.002796558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003939409,"about_ca_topic_score_gemma":0.00003109487,"domain_scores_codex":[0.9963,0.0009085003,0.001496755,0.0002143777,0.0007447308,0.0003356395],"domain_scores_gemma":[0.9962492,0.0008096551,0.002130315,0.0001662211,0.0004161525,0.0002284767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005042572,0.0004022573,0.8396365,0.0004603451,0.00006963612,3.082495e-8,0.008904508,0.00008585954,0.00003737548,0.04892089,0.100505,0.0004732994],"study_design_scores_gemma":[0.004588112,0.0004353832,0.7642128,0.0003347873,0.000125698,0.00006988017,0.07179649,0.0003862612,0.000004419283,0.1244795,0.03328588,0.0002807662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7944887,0.001464225,0.001702063,0.1909936,0.009537294,0.001160907,0.0002714169,0.0000169132,0.0003649118],"genre_scores_gemma":[0.9770611,0.00009743395,0.01328102,0.006648201,0.002336311,0.0001318162,0.00002239283,0.00002763138,0.0003940935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1843454,"threshold_uncertainty_score":0.9996098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389751424","doi":"10.1016/j.jaclp.2023.11.267","title":"A Cognitive-Existential Telephone Intervention to Improve Existential Quality of Life in Advanced Cancer","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; McGill University; Université Laval","funders":"","keywords":"Existentialism; Intervention (counseling); Quality of life (healthcare); Cancer; Cognition; Psychology; Psychotherapist; Medicine; Psychiatry; Internal medicine; Philosophy; Epistemology","authors":[{"name":"Pierre Gagnon","is_ca":true},{"name":"Lise Fillion","is_ca":true},{"name":"Joanie Le Moignan Moreau","is_ca":true},{"name":"Michèle Aubin","is_ca":true},{"name":"Josée Savard","is_ca":true},{"name":"Marie‐Claude Blais","is_ca":true},{"name":"Mélissa Henry","is_ca":true},{"name":"Jacynthe Rivest","is_ca":false},{"name":"Anne Dagnault","is_ca":true},{"name":"Louise Provencher","is_ca":true},{"name":"Harvey Max Chochinov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03624986434992196,"gpt":0.4008128350544909,"spread":0.3645629707045689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001520996,0.0002036707,0.0006324167,0.0004566726,0.00007636468,0.00001732458,0.0005130246,0.0002260928,0.0002674117],"category_scores_gemma":[0.0008303021,0.0001711601,0.0004618582,0.001068636,0.0001431744,0.0002366494,0.00008607301,0.000634787,0.00002926705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004846889,"about_ca_system_score_gemma":0.000195598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003065996,"about_ca_topic_score_gemma":0.0000921547,"domain_scores_codex":[0.9963313,0.0004755173,0.002055301,0.0002730229,0.0005491963,0.0003156785],"domain_scores_gemma":[0.9966191,0.000428315,0.002291659,0.0001584353,0.0003630827,0.0001394029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07014327,0.005474105,0.5206961,0.002963783,0.005085565,0.00001060298,0.06341786,0.009504821,0.08360302,0.0165671,0.04923539,0.1732984],"study_design_scores_gemma":[0.02396476,0.0005872761,0.947421,0.001941488,0.000264927,0.00001411577,0.01756572,0.0001514643,0.002844279,0.003880489,0.0009570722,0.0004073974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865845,0.001266688,0.0004573154,0.004499226,0.005667942,0.0005162219,0.00007044456,0.00001708729,0.0009205673],"genre_scores_gemma":[0.9972674,0.000181497,0.0006608848,0.0005091854,0.000465213,0.00003441623,0.000003611106,0.00002960544,0.0008481859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4267249,"threshold_uncertainty_score":0.6979707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416277535","doi":"10.1016/j.jaclp.2025.10.296","title":"50. Creating Entrustable Professional Activities for CL Psychiatry Fellowship Training","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Training (meteorology); MEDLINE; Curriculum; Professional development","authors":[{"name":"Andrew M. Siegel","is_ca":false},{"name":"Samuel Greenstein","is_ca":false},{"name":"Flannery Merideth","is_ca":false},{"name":"Amy Rosinski","is_ca":false},{"name":"Deanna Chaukos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1133945753816149,"gpt":0.388810495628347,"spread":0.275415920246732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014959,0.0002756597,0.0006093915,0.0002078864,0.0005383283,0.00003351091,0.000706553,0.0003730287,0.0002717494],"category_scores_gemma":[0.0003214401,0.0001809495,0.0004962981,0.0005222868,0.0002925634,0.0002072179,0.00006589364,0.0009534559,0.000005158732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004125049,"about_ca_system_score_gemma":0.0002963009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013514,"about_ca_topic_score_gemma":0.000005618672,"domain_scores_codex":[0.99732,0.0002842601,0.00129864,0.000283797,0.0003899351,0.0004233607],"domain_scores_gemma":[0.9969085,0.001049745,0.001598752,0.000165489,0.0001890478,0.00008850669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005515159,0.002249948,0.3959245,0.0005480861,0.001805686,6.056771e-7,0.01742151,0.0001152367,0.002661616,0.237847,0.2972575,0.03865315],"study_design_scores_gemma":[0.01050678,0.0006540826,0.6266263,0.002412494,0.0008634304,0.00007721664,0.059219,0.00002906005,0.0004007688,0.1483275,0.1502531,0.0006301707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068457,0.01145456,0.001253034,0.04954143,0.0217216,0.0008438663,0.00007928973,0.0000391383,0.008221393],"genre_scores_gemma":[0.9704425,0.0001177183,0.01574085,0.003807379,0.001115188,0.00008963337,0.000002997938,0.00003150491,0.008652243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307018,"threshold_uncertainty_score":0.7378908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389751202","doi":"10.1016/j.jaclp.2023.11.534","title":"(058) Improving Colorectal Cancer Screening for Individuals with Severe Mental Illness in a Canadian Mental Health Hospital","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Colorectal cancer; Medicine; Mental health; Mental illness; Psychiatry; Cancer; Internal medicine","authors":[{"name":"Tania Tajirian","is_ca":true},{"name":"Cristina de Lasa","is_ca":true},{"name":"Elnathan Mesfin","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true},{"name":"Vicky Stergiopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01374437623073,"gpt":0.3238637263927174,"spread":0.3101193501619874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126211,0.0001703499,0.0004436918,0.0004111997,0.0002295374,0.00002176275,0.000254578,0.0001253249,0.00003692324],"category_scores_gemma":[0.0001852983,0.0001285722,0.0001334942,0.00067449,0.0001029836,0.0001861265,0.00003681589,0.0004880268,0.00000113188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256917,"about_ca_system_score_gemma":0.002736618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0181923,"about_ca_topic_score_gemma":0.02723891,"domain_scores_codex":[0.9980828,0.00006619274,0.0007578135,0.0001818372,0.0004535753,0.0004578396],"domain_scores_gemma":[0.9984969,0.0001199626,0.0009022724,0.00007433516,0.0001231587,0.0002833763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007674557,0.0001124845,0.9462017,0.000379372,0.0003466992,0.000001860538,0.01115137,0.0001237017,0.0009537272,0.0002550619,0.02945375,0.01025278],"study_design_scores_gemma":[0.01378657,0.0009050271,0.9557331,0.002804592,0.0001205972,0.0003000517,0.00954116,0.0005797932,0.00113465,0.0002146482,0.01458414,0.0002956823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049607,0.001092276,0.00002063224,0.09120889,0.001113688,0.001192673,0.0003732009,0.0000107949,0.00002716829],"genre_scores_gemma":[0.9937434,0.0001729129,0.004161865,0.001438086,0.0002656505,0.00003869546,0.00001838187,0.0000322481,0.0001288183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08977081,"threshold_uncertainty_score":0.9905114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389751139","doi":"10.1016/j.jaclp.2023.11.268","title":"“Tell Me About It, Tell Me Everything You Feel”: Psychiatrist-led Wellness Check-ins for Physician Trainees","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Health Promotion and Cardiovascular Prevention","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":"Columbia College","funders":"","keywords":"Psychology; Medical education; Medicine; Family medicine","authors":[{"name":"Sara Nash","is_ca":false},{"name":"Laurel Mayer","is_ca":false},{"name":"Subani Chandra","is_ca":false},{"name":"Allison Borowski","is_ca":false},{"name":"David Horowitz","is_ca":false},{"name":"Briana Short","is_ca":false},{"name":"Sheau-Yan Ho","is_ca":false},{"name":"Heather L. Paladine","is_ca":true},{"name":"M. De Miguel","is_ca":false},{"name":"Kristin M. Burkart","is_ca":false},{"name":"Jasnit Makkar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02643126807299234,"gpt":0.3466461091743532,"spread":0.3202148411013609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005077962,0.0002980253,0.0008541992,0.0004019671,0.0003300125,0.00003222274,0.0004675174,0.0004465955,0.00003964889],"category_scores_gemma":[0.0007417015,0.0002282224,0.001364647,0.001052938,0.000121648,0.0003206438,0.00004001071,0.001243595,0.00003619965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002243,"about_ca_system_score_gemma":0.0007232769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006258499,"about_ca_topic_score_gemma":0.00000339711,"domain_scores_codex":[0.9959536,0.0005643742,0.001691929,0.0003040714,0.001006551,0.0004794439],"domain_scores_gemma":[0.9970866,0.000313957,0.001644142,0.0002824537,0.0004282615,0.0002445742],"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":[0.005234025,0.004920212,0.0355069,0.01843108,0.01216437,0.00001321765,0.03449106,0.005393727,0.03107313,0.01927769,0.5994397,0.2340548],"study_design_scores_gemma":[0.06506243,0.002011536,0.5582636,0.01227874,0.00672791,0.0009710977,0.03953437,0.008769161,0.01369867,0.04055095,0.2501088,0.00202278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8044959,0.006972761,0.01692992,0.1573355,0.009764759,0.002742494,0.00009312928,0.0001479005,0.00151766],"genre_scores_gemma":[0.9771066,0.002366548,0.005970475,0.006829663,0.003408856,0.00005826476,0.0000342314,0.0001189451,0.004106379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5227567,"threshold_uncertainty_score":0.9306641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308925181","doi":"10.1016/j.jaclp.2022.10.078","title":"(75) Crowdsourcing Catatonia: Medical Crowdsourcing in Challenging Clinical Cases","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Electroconvulsive Therapy Studies","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":"University of Toronto","funders":"","keywords":"Crowdsourcing; Catatonia; Data science; Psychology; Medicine; Computer science; Psychiatry; World Wide Web; Schizophrenia (object-oriented programming)","authors":[{"name":"Kathleen Sheehan","is_ca":true},{"name":"Alexander G. Bahadur","is_ca":true},{"name":"Jason C. Perdue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03665777633283571,"gpt":0.3757816424986802,"spread":0.3391238661658444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003499089,0.0002263691,0.0008647569,0.0004147865,0.0003532292,0.0000108516,0.0006039576,0.000172256,0.0001680811],"category_scores_gemma":[0.003070664,0.0001734921,0.0004355235,0.0007712175,0.0002688342,0.0001373727,0.0001876281,0.002781562,0.000002564393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746395,"about_ca_system_score_gemma":0.0006774173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002628742,"about_ca_topic_score_gemma":0.0000106197,"domain_scores_codex":[0.9953978,0.000588725,0.002035864,0.0002485325,0.001355485,0.0003735735],"domain_scores_gemma":[0.9960132,0.001740248,0.001655776,0.0001864202,0.0002119765,0.0001923642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002442466,0.001015557,0.9667321,0.0002688388,0.0009922584,0.00008093207,0.005582542,0.001621702,0.001766065,0.001401325,0.01313004,0.004966128],"study_design_scores_gemma":[0.02176184,0.001961238,0.9284348,0.002411115,0.0006722504,0.007936226,0.01764276,0.001159937,0.001578522,0.002905021,0.01296339,0.0005728391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159654,0.01738108,0.00009577748,0.06475092,0.001298004,0.0003400534,0.000005875756,0.00001620474,0.0001467225],"genre_scores_gemma":[0.9931813,0.001327493,0.000870025,0.003818714,0.0006564373,0.00001436979,9.585165e-7,0.00003803679,0.0000926467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07721595,"threshold_uncertainty_score":0.9995191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286307484","doi":"10.1016/j.jaclp.2022.03.228","title":"UHN CARES: Individual and Team Level Supports for Hospital Workers During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Nursing; Virology; Infectious disease (medical specialty); Outbreak","authors":[{"name":"Kathleen Sheehan","is_ca":true},{"name":"Suze Berkhout","is_ca":true},{"name":"Susan Abbey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06678355833456924,"gpt":0.3103818363014464,"spread":0.2435982779668772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002378155,0.0001870413,0.0004366904,0.0002981873,0.0006613311,0.00005678324,0.0008222426,0.0001298332,0.00008833582],"category_scores_gemma":[0.002200526,0.0001489722,0.000267237,0.0004202603,0.0001976635,0.0002797066,0.0001900218,0.0008095836,0.000001992522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864097,"about_ca_system_score_gemma":0.0005605815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006057923,"about_ca_topic_score_gemma":0.00000947887,"domain_scores_codex":[0.9978633,0.00009203447,0.001264342,0.0002502539,0.0002253861,0.0003046629],"domain_scores_gemma":[0.9961165,0.000911191,0.002563267,0.00018228,0.0000567078,0.0001700838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002388513,0.00007867445,0.9421955,0.0001239404,0.0002469572,3.370324e-7,0.006049842,0.002397286,0.00003053094,0.003172574,0.04524432,0.0002211241],"study_design_scores_gemma":[0.008823852,0.0003949632,0.7313006,0.00008513204,0.0001717178,0.0004049764,0.01168155,0.0002656296,0.00004152545,0.06166638,0.1846287,0.0005350343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494744,0.006361403,0.000528719,0.03984926,0.0024134,0.0006249379,0.0006657249,0.00001333265,0.00006881757],"genre_scores_gemma":[0.9938408,0.0002479541,0.0006009269,0.004615122,0.0002841228,0.00003360822,0.000003722794,0.00002796336,0.0003457745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.210895,"threshold_uncertainty_score":0.607491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286307018","doi":"10.1016/j.jaclp.2022.03.232","title":"Resilience Coaching During COVID-19: Piloting a C-L Inspired Peer Support Program at a Toronto Hospital","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coaching; Resilience (materials science); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Peer review; Peer support; Medical education; Applied psychology; Medicine; Psychiatry; Virology; Political science; Psychotherapist","authors":[{"name":"Mary Rosen","is_ca":true},{"name":"Benjamin D. Rosen","is_ca":false},{"name":"Robert G. Maunder","is_ca":false},{"name":"Lesley Wiesenfeld","is_ca":false},{"name":"Heather Read","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0448053666971692,"gpt":0.4246621685023204,"spread":0.3798568018051511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003149681,0.0002253538,0.0004669395,0.0001473451,0.003276263,0.00001291204,0.0009024742,0.0002095341,0.0006361745],"category_scores_gemma":[0.002995407,0.0001808135,0.0002640793,0.0005073745,0.0001154773,0.0003868127,0.0004357108,0.00222228,0.000009863361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142903,"about_ca_system_score_gemma":0.002745158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002930176,"about_ca_topic_score_gemma":0.0001299971,"domain_scores_codex":[0.9944741,0.001244797,0.001940215,0.000276726,0.001475821,0.0005884162],"domain_scores_gemma":[0.9945533,0.0007620871,0.003655319,0.000208392,0.0003610506,0.0004598162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009509895,0.0003365146,0.9058322,0.0009375164,0.00007046359,0.000003022316,0.02562754,0.0004538631,0.0001317856,0.0006794323,0.0642222,0.0007544611],"study_design_scores_gemma":[0.01015141,0.001139851,0.720823,0.0005906692,0.0002282089,0.0001633882,0.08095956,0.0003091155,0.00003407554,0.001337028,0.183659,0.0006046207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148276,0.001828669,0.00004741461,0.07747567,0.00383376,0.001394589,0.00006938708,0.0000593201,0.0004636098],"genre_scores_gemma":[0.9908557,0.0001761813,0.001737308,0.00451041,0.001159597,0.00007653119,0.000006516648,0.00003829144,0.001439448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1850092,"threshold_uncertainty_score":0.9980214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286307142","doi":"10.1016/j.jaclp.2022.03.061","title":"(PO-056) Lithium in Traumatic Brain Injury: A Literature Review","year":2022,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Epilepsy research and treatment","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":"University of Guelph-Humber; University of Toronto","funders":"","keywords":"Traumatic brain injury; Lithium (medication); Medicine; Psychiatry","authors":[{"name":"Shweta Aswani","is_ca":false},{"name":"Myriam Vigny-Pau","is_ca":true},{"name":"Shiliang Ge","is_ca":true},{"name":"Fallon Ponnambalam","is_ca":false},{"name":"Ananya Pathak","is_ca":true},{"name":"Shree Bhalerao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0626929227227157,"gpt":0.4169599657437147,"spread":0.354267043020999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002505004,0.0004795304,0.00292158,0.0007591388,0.0001023175,0.00003042598,0.0008302142,0.0004043433,0.0003673011],"category_scores_gemma":[0.002590473,0.0002808884,0.001554532,0.002313096,0.0001267114,0.0001759511,0.0001052732,0.00387196,0.0000151488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988786,"about_ca_system_score_gemma":0.002119434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003562252,"about_ca_topic_score_gemma":0.00000194574,"domain_scores_codex":[0.9939055,0.001210024,0.002856862,0.000306582,0.001352815,0.000368171],"domain_scores_gemma":[0.9946126,0.001220143,0.003344381,0.0003817144,0.000186244,0.0002549226],"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":[0.0003818229,0.0009852924,0.0006021654,0.2014766,0.001518046,0.00003601416,0.0005888277,0.000001053582,8.787349e-7,0.0004818549,0.1841395,0.6097879],"study_design_scores_gemma":[0.001537386,0.0004127599,0.0003763302,0.2565563,0.001393991,0.0009355856,0.00007999285,0.000001014197,9.550281e-7,0.0005548978,0.7379875,0.0001632515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008203657,0.965286,0.000001794115,0.03129881,0.0007666718,0.002019024,0.0001132251,0.000008679857,0.0004237389],"genre_scores_gemma":[0.00002659939,0.9951266,0.0007305532,0.002635272,0.0003746897,0.0001031109,0.00003543805,0.00005916427,0.0009085953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6096247,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416277524","doi":"10.1016/j.jaclp.2025.10.083","title":"81. Increasing the Utilization of the Royal Columbian Hospital Consultation-Liaison Medical Psychology Service, a Quality Improvement Project","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality management; Quality (philosophy); MEDLINE; Work (physics); Data collection","authors":[{"name":"Wallace Yuen","is_ca":true},{"name":"Meghan Ho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0694148336806394,"gpt":0.4685249135544498,"spread":0.3991100798738104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004629756,0.0002821401,0.0006714343,0.000259355,0.001199311,0.00001746518,0.001351202,0.0006786719,0.0001565053],"category_scores_gemma":[0.009093441,0.0001735885,0.0003077233,0.001766463,0.0004923325,0.000223431,0.0002300539,0.002370611,0.000007455931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420574,"about_ca_system_score_gemma":0.003919258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706327,"about_ca_topic_score_gemma":0.0006790137,"domain_scores_codex":[0.9901451,0.003857748,0.003668042,0.0003293199,0.001549902,0.0004499034],"domain_scores_gemma":[0.987306,0.003977907,0.006191622,0.0005063394,0.001883799,0.0001343056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008231183,0.0002515462,0.9487886,0.001084843,0.0003054223,1.108007e-7,0.007214377,0.0001449686,0.0002020887,0.006600012,0.03041262,0.004172311],"study_design_scores_gemma":[0.00492655,0.0001718252,0.9694051,0.002328195,0.0001906786,0.000006412225,0.01092838,0.0008094247,0.0001304073,0.004512288,0.006418837,0.0001719242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8665363,0.0009570211,0.0004859948,0.1202391,0.008337794,0.002444844,0.0001032676,0.00002488426,0.0008708183],"genre_scores_gemma":[0.9857503,0.0002355118,0.0007270932,0.01255643,0.0003460823,0.0001043329,0.000006671755,0.00002779129,0.0002458602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192139,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416277546","doi":"10.1016/j.jaclp.2025.10.110","title":"108. Does Heart Transplant Improve Cognitive Impairment in Heart Failure Patients as Measured by Neurocognitive Assessments: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Transplantation: Methods and Outcomes","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":"University of Toronto","funders":"","keywords":"Heart failure; Neurocognitive; Cognitive impairment; Cognition; Heart transplantation; Quality of life (healthcare)","authors":[{"name":"Hilary Pang","is_ca":true},{"name":"Noha Abdel Gawad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01078481109226657,"gpt":0.3451392514567911,"spread":0.3343544403645245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332516,0.0002756951,0.001222902,0.0002648202,0.00008795343,0.00002065397,0.0002327572,0.0001662585,0.00002510962],"category_scores_gemma":[0.0009559639,0.0001609191,0.0004304608,0.0006114415,0.00009548228,0.0002364942,0.00001487607,0.0007788778,0.000003941536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007811622,"about_ca_system_score_gemma":0.0004871307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001522081,"about_ca_topic_score_gemma":0.00000668963,"domain_scores_codex":[0.9960232,0.0007863433,0.001876406,0.0002399338,0.0008357863,0.0002383697],"domain_scores_gemma":[0.9970566,0.0009719973,0.001158031,0.0001258013,0.0005671035,0.0001204415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005119904,0.003103774,0.6803953,0.2793928,0.002652267,0.000006200929,0.002527642,0.000007406099,0.005402826,0.000531257,0.02032592,0.0005346825],"study_design_scores_gemma":[0.0253722,0.001388567,0.4513753,0.499945,0.007471665,0.0002003748,0.003386828,0.00003089575,0.007714601,0.001934036,0.0006981725,0.0004823557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833849,0.03169354,0.001643536,0.1197385,0.002838316,0.009470675,0.0005125604,0.00003797305,0.0002159376],"genre_scores_gemma":[0.9698159,0.003230688,0.004998975,0.02146583,0.00007567796,0.0001125697,0.00002051497,0.00003191011,0.0002479584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.22902,"threshold_uncertainty_score":0.6562089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}