{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1955,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":1955,"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"},"query_hash":"30d2e947fd47","filters":{"topic":"Posttraumatic Stress Disorder Research"}},"results":[{"id":"W4211189621","doi":"10.1038/nrdp.2015.57","title":"Post-traumatic stress disorder","year":2015,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":847,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Institute of Mental Health; National Heart, Lung, and Blood Institute","keywords":"Psychology; Psychosocial; Clinical psychology; Psychological resilience; Population; Optimism; Traumatic stress; Psychological trauma; Psychophysiology; Psychiatry; Neuroscience; Psychotherapist; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1222793541703483,"gpt":0.4781703226451317,"spread":0.3558909684747834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001567835,0.00168893,0.005354783,0.0007663259,0.0001741725,0.0001732536,0.002582772,0.001653917,0.005556046],"category_scores_gemma":[0.001558847,0.001239102,0.002438096,0.001401574,0.0003220659,0.0001959568,0.0004378299,0.003931404,0.01113706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004476726,"about_ca_system_score_gemma":0.001425158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001646238,"about_ca_topic_score_gemma":0.00005493486,"domain_scores_codex":[0.9899458,0.003081031,0.002197318,0.001799014,0.001454989,0.001521897],"domain_scores_gemma":[0.9926262,0.0005434054,0.001257318,0.003492445,0.0003597464,0.001720848],"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":[0.00002870758,0.0008089488,0.00002329425,0.05999072,0.0007091403,0.0001065353,0.0003757213,9.34383e-8,6.180073e-9,0.000983726,0.02268994,0.9142832],"study_design_scores_gemma":[0.0004615104,0.00007212228,0.00007318176,0.02816849,0.003502247,0.00002592288,0.0002684618,0.000001004543,1.072825e-8,0.00007877286,0.9661886,0.001159659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003893359,0.9735072,0.0000118904,0.0001271227,0.001594421,0.008372444,0.001689957,0.0002187851,0.01447424],"genre_scores_gemma":[0.00000374438,0.989457,0.0001809641,0.0002894395,0.0003712561,0.003191133,0.002496303,0.000350745,0.003659491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9434987,"threshold_uncertainty_score":0.9996421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079908561","doi":"10.1037/0022-006x.76.2.243","title":"A randomized clinical trial to dismantle components of cognitive processing therapy for posttraumatic stress disorder in female victims of interpersonal violence.","year":2008,"lang":"en","type":"article","venue":"Journal of Consulting and Clinical Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":822,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"National Institute of Mental Health","keywords":"Psychology; Cognitive therapy; Randomized controlled trial; Clinical psychology; Anxiety; Cognitive processing therapy; Cognition; Psychiatry; Cognitive restructuring; Dysfunctional family; Exposure therapy; Cognitive behavioral therapy; Anger; Medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3018752349585846,"gpt":0.5468841107423389,"spread":0.2450088757837542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006520393,0.0002090254,0.002020226,0.0003125225,0.00006198273,0.000009665388,0.0003658603,0.0002976063,0.00009605438],"category_scores_gemma":[0.00817234,0.0001583171,0.0005277731,0.0002420901,0.001419982,0.00006727553,0.00005049589,0.0006937506,0.000003524475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008934366,"about_ca_system_score_gemma":0.0001242402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000724593,"about_ca_topic_score_gemma":0.0000257433,"domain_scores_codex":[0.9926206,0.002269343,0.004030899,0.0003839192,0.0003247869,0.0003704624],"domain_scores_gemma":[0.9830208,0.01419263,0.001852838,0.0001995309,0.0005379398,0.0001962134],"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":[0.6371525,0.0063691,0.1886332,0.00006959931,0.0005562179,0.00002298546,0.006391832,0.000001256911,0.00002070929,0.00003915795,0.00003641618,0.160707],"study_design_scores_gemma":[0.7347504,0.007499705,0.2503327,0.001946545,0.0001092869,0.00009491185,0.00424192,0.0003127481,0.00001276361,0.0005113881,0.00001823557,0.0001692961],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932615,0.001403573,0.002196681,0.0004530952,0.0008021011,0.001514549,0.00003909721,0.000006031107,0.0003233942],"genre_scores_gemma":[0.9977962,0.0007453844,0.0009344373,0.0002723316,0.0001478767,0.00005674335,0.000005729998,0.00002357757,0.00001767334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1605377,"threshold_uncertainty_score":0.9783645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116881601","doi":"10.1177/070674370204701004","title":"PTSD and the Experience of Pain: Research and Clinical Implications of Shared Vulnerability and Mutual Maintenance Models","year":2002,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":692,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Toronto General Hospital; York University; University of British Columbia; University of Regina","funders":"","keywords":"Chronic pain; Vulnerability (computing); Psychology; Clinical psychology; Psychiatry; Posttraumatic stress","retraction":null,"screen_n_in":null,"score":{"opus":0.3765216009341068,"gpt":0.5051989118897503,"spread":0.1286773109556435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008886994,0.000216214,0.001200609,0.0003060948,0.0003429895,0.00006807885,0.001076227,0.0002667247,0.0001930789],"category_scores_gemma":[0.001092426,0.0001201124,0.0002364347,0.0004360279,0.004966238,0.00007752317,0.00009178032,0.001576446,0.000001970951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006134078,"about_ca_system_score_gemma":0.001625845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01208893,"about_ca_topic_score_gemma":0.06846894,"domain_scores_codex":[0.9939489,0.003332996,0.001541364,0.0003245944,0.0003692518,0.000482848],"domain_scores_gemma":[0.9939477,0.003381205,0.000823247,0.0009160429,0.0004481549,0.0004836682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002009515,0.0002473285,0.01423506,0.003932665,0.0009172756,0.00001081184,0.01414135,0.000001016465,3.462954e-8,0.2174494,0.01952622,0.7293379],"study_design_scores_gemma":[0.009772965,0.003074622,0.05195546,0.02871023,0.001650112,0.003798526,0.0291021,0.0004123434,1.092046e-7,0.6197903,0.2504224,0.001310902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003301162,0.9860774,0.00004011565,0.00740972,0.0002698098,0.0008411324,0.0001939796,0.000001715306,0.001864989],"genre_scores_gemma":[0.03938204,0.9595487,0.0004272204,0.00009084747,0.0001803895,0.00007135445,0.000002776413,0.00003668671,0.0002600431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.728027,"threshold_uncertainty_score":0.9977417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751434469","doi":"10.1016/j.cpr.2017.09.001","title":"A review of current evidence regarding the ICD-11 proposals for diagnosing PTSD and complex PTSD","year":2017,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":659,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"World Health Organization","keywords":"Psychology; DSM-5; Clinical psychology; Posttraumatic stress; Psychiatry; Set (abstract data type)","retraction":null,"screen_n_in":null,"score":{"opus":0.9299575509577839,"gpt":0.751710024311717,"spread":0.1782475266460669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01817479,0.0009965077,0.009532179,0.000166023,0.0003716337,0.0000690013,0.003699128,0.0007439315,0.0009543758],"category_scores_gemma":[0.03194362,0.0006090206,0.002877,0.0004696136,0.002463949,0.00013708,0.000702039,0.002051352,0.0003970623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005299926,"about_ca_system_score_gemma":0.000436848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000172503,"about_ca_topic_score_gemma":0.0000141818,"domain_scores_codex":[0.9825364,0.007607011,0.006190154,0.002090703,0.0005020543,0.001073627],"domain_scores_gemma":[0.970298,0.01879036,0.004888695,0.00516026,0.0005038315,0.0003588395],"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":[0.000009759104,0.0001977634,0.00007166953,0.3371929,0.000249168,0.000005087849,0.00001180251,2.592752e-10,5.123407e-9,0.0004506474,0.1484579,0.5133533],"study_design_scores_gemma":[0.0003452617,0.0001876719,0.0001081521,0.4656403,0.002220737,0.0001293724,0.000002678379,1.715031e-7,2.872476e-9,0.0001592201,0.5309142,0.0002921833],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.929658e-7,0.9746122,0.0001190178,0.005475322,0.002739214,0.01527063,0.0001481819,0.00005151542,0.001583374],"genre_scores_gemma":[8.814866e-7,0.9885449,0.0002566268,0.005315688,0.000536641,0.004897875,0.00009862903,0.0001410118,0.0002077916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5130611,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143870303","doi":"10.1177/070674370204701003","title":"Epidemiologic Studies of Trauma, Posttraumatic Stress Disorder, and other Psychiatric Disorders","year":2002,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":619,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Stressor; Psychiatry; Depression (economics); Medicine; Population; Posttraumatic stress; Clinical psychology; Epidemiology; Anxiety disorder; Psychology; Anxiety; Internal medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.1900856718657655,"gpt":0.4307632900739052,"spread":0.2406776182081397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002187251,0.0008172308,0.003313805,0.001375332,0.0004852132,0.00007260753,0.001920545,0.0005882652,0.001202742],"category_scores_gemma":[0.0005093396,0.0005077882,0.001100808,0.001033898,0.001478674,0.00009231376,0.00006081405,0.001776556,0.00007432886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693024,"about_ca_system_score_gemma":0.001457938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01880105,"about_ca_topic_score_gemma":0.3433239,"domain_scores_codex":[0.9929683,0.00213363,0.002811704,0.0004970881,0.0005165584,0.001072721],"domain_scores_gemma":[0.9936056,0.001644733,0.002797382,0.001104515,0.0001859858,0.0006617835],"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":[0.00002677726,0.0003980642,0.01931264,0.01481302,0.004188034,0.00002033095,0.003473036,0.000007960592,2.988418e-9,0.025318,0.01499913,0.917443],"study_design_scores_gemma":[0.002552519,0.002142323,0.004569285,0.026609,0.005977786,0.001609045,0.016697,0.000008299371,2.891776e-8,0.06335475,0.8747827,0.001697295],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008233704,0.9874901,0.00001166508,0.002455623,0.003329471,0.001127106,0.0003615683,0.00001236424,0.004388763],"genre_scores_gemma":[0.001196253,0.9969694,0.0006410468,0.0001741543,0.0004293061,0.00006412072,0.00000676026,0.0001465569,0.0003723912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9157457,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2531322364","doi":"10.1371/journal.pone.0161645","title":"Psychometric Validation of the English and French Versions of the Posttraumatic Stress Disorder Checklist for DSM-5 (PCL-5)","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":609,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Wilfrid Laurier University; University of Ottawa","funders":"University of Ottawa","keywords":"Anhedonia; Checklist; DSM-5; Clinical psychology; Convergent validity; Psychology; Confirmatory factor analysis; Psychometrics; Posttraumatic stress; Reliability (semiconductor); Test validity; Measure (data warehouse); Internal consistency; Psychiatry; Structural equation modeling; Computer science; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.08799012441222535,"gpt":0.3197776032865761,"spread":0.2317874788743507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000281809,0.0001285731,0.0002635264,0.0001573346,0.0001199454,0.00001408147,0.0005806431,0.00009833943,0.0005021305],"category_scores_gemma":[0.001647614,0.00006716593,0.00009633614,0.0006287036,0.0003144882,0.00007625396,0.0001320146,0.0001145411,0.000007876989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002466212,"about_ca_system_score_gemma":0.00003390453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000224759,"about_ca_topic_score_gemma":0.00007860185,"domain_scores_codex":[0.9984303,0.0001758102,0.0003711872,0.0002416031,0.0005105438,0.000270541],"domain_scores_gemma":[0.9977034,0.0008957977,0.0002469781,0.0008165559,0.0002864289,0.0000508258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001646499,0.009432559,0.9315633,0.001379248,0.00130631,1.496285e-7,0.01214532,0.000003087753,0.02221959,0.004881131,0.002328597,0.01457601],"study_design_scores_gemma":[0.004220092,0.0003825689,0.9054565,0.001229369,0.0003543335,8.547557e-7,0.001922186,0.00004208671,0.08344222,0.002568885,0.0001456348,0.0002352103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923321,0.0004170695,0.00008342465,0.001033226,0.0001781906,0.001170656,0.0005443673,0.00001632193,0.004224657],"genre_scores_gemma":[0.9981381,0.00004341505,0.0001255988,0.00001927052,0.0000349912,0.0001493068,0.000007058285,0.00002235636,0.001459929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06122263,"threshold_uncertainty_score":0.5497977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109316022","doi":"10.1176/appi.ajp.158.9.1480","title":"The Peritraumatic Distress Inventory: A Proposed Measure of PTSD Criterion A2","year":2001,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":605,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute","funders":"National Institute of Mental Health","keywords":"Distress; Psychology; Clinical psychology; Psychopathology; Posttraumatic stress; Psychometrics; Convergent validity; Psychiatry; Personality Assessment Inventory; Personality; Internal consistency","retraction":null,"screen_n_in":null,"score":{"opus":0.03410099391415308,"gpt":0.3543921526698053,"spread":0.3202911587556523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895087,0.0002019765,0.0004924204,0.0001927202,0.0001641295,0.00005516311,0.000879177,0.00005439052,0.0004178997],"category_scores_gemma":[0.0001550385,0.000135275,0.0002850841,0.0005896791,0.0008658847,0.000108,0.00004210978,0.0005024475,0.00003009213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005055568,"about_ca_system_score_gemma":0.0002310342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318663,"about_ca_topic_score_gemma":0.0002202104,"domain_scores_codex":[0.9969659,0.0006422913,0.0009306915,0.0001885711,0.0008012913,0.0004712088],"domain_scores_gemma":[0.9976209,0.0001801865,0.001108796,0.0005845904,0.0002965873,0.0002089796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003271305,0.002520056,0.5417888,0.000211718,0.001532082,0.0001016426,0.01500418,0.00001107508,0.0005967719,0.01223084,0.01521353,0.4075179],"study_design_scores_gemma":[0.009152117,0.01080767,0.7284384,0.002278432,0.0005517168,0.003316803,0.2146813,0.000207114,0.0001379157,0.01264968,0.01662416,0.001154626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98029,0.004277404,0.0004223656,0.006292715,0.001438074,0.000254609,0.00001128103,0.00001547546,0.006998078],"genre_scores_gemma":[0.998366,0.0001678965,0.0008766322,0.0001265037,0.0002430095,0.00001086338,0.0000015836,0.00003716175,0.0001703708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4063633,"threshold_uncertainty_score":0.5516354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090645406","doi":"10.1037/a0022196","title":"Posttraumatic stress disorder and intimate relationship problems: A meta-analysis.","year":2011,"lang":"en","type":"review","venue":"Journal of Consulting and Clinical Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":574,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Mental Health","keywords":"PsycINFO; Psychology; Aggression; Clinical psychology; Poison control; Psychological intervention; Injury prevention; Suicide prevention; Human factors and ergonomics; Meta-analysis; Association (psychology); Occupational safety and health; Psychiatry; MEDLINE; Medicine; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.6418868929814238,"gpt":0.5892687881116457,"spread":0.05261810486977803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005606443,0.0006038247,0.006777094,0.001039033,0.0001510087,0.00009077968,0.0006849007,0.001036438,0.001413179],"category_scores_gemma":[0.002662231,0.0004066142,0.00276795,0.0008294864,0.0009431863,0.0001107337,0.0001601284,0.002685412,0.00008653091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001618583,"about_ca_system_score_gemma":0.0001306435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007071548,"about_ca_topic_score_gemma":0.00006349992,"domain_scores_codex":[0.9893569,0.004024662,0.004922147,0.0007879784,0.0003216344,0.0005866378],"domain_scores_gemma":[0.9855862,0.008818891,0.003994193,0.0008393258,0.0003428264,0.0004186022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001378997,0.001639218,0.01387281,0.004416568,0.2934647,0.0001063197,0.001087277,8.989717e-7,8.59986e-9,0.002441876,0.0007070134,0.6821254],"study_design_scores_gemma":[0.003741013,0.001681463,0.02000323,0.002329926,0.7043485,0.001815611,0.0006431304,0.00001842115,6.650473e-9,0.003791362,0.2606441,0.0009831854],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00096566,0.9927947,0.0003211502,0.0003056505,0.0004585522,0.0006830064,0.00008232531,0.00002393894,0.004365012],"genre_scores_gemma":[0.002985008,0.9952087,0.0009544287,0.0001531983,0.0001087341,0.00006353175,0.00002036916,0.00007143286,0.0004345843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6811422,"threshold_uncertainty_score":0.9998386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114676643","doi":"10.1037/0022-006x.71.2.330","title":"Comparative efficacy, speed, and adverse effects of three PTSD treatments: Exposure therapy, EMDR, and relaxation training.","year":2003,"lang":"en","type":"article","venue":"Journal of Consulting and Clinical Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":566,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; Lakehead University; University of British Columbia","funders":"","keywords":"Eye movement desensitization and reprocessing; Relaxation (psychology); Relaxation Therapy; Psychology; Exposure therapy; Incidence (geometry); Desensitization (medicine); Posttraumatic stress; Clinical psychology; Attrition; Psychotherapist; Psychiatry; Medicine; Anxiety; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2715205149355737,"gpt":0.5060041226882452,"spread":0.2344836077526715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438476,0.000175604,0.0007561803,0.0001360704,0.00007128149,0.00001273342,0.0001302056,0.0002466846,0.0000599388],"category_scores_gemma":[0.001445254,0.0001337969,0.000103514,0.0001209613,0.000848827,0.00006669977,0.00002307635,0.0005168092,0.000004408128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007914913,"about_ca_system_score_gemma":0.00004598537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507564,"about_ca_topic_score_gemma":0.00001261779,"domain_scores_codex":[0.9971901,0.001047906,0.001048074,0.0002944151,0.0001692887,0.0002502795],"domain_scores_gemma":[0.9940595,0.004501986,0.0008403672,0.0002497167,0.0001626228,0.0001858005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003466829,0.002486454,0.6168246,0.00006281664,0.002144005,0.000138378,0.01499249,7.752215e-7,0.0008028539,0.002337799,0.0005278185,0.3562152],"study_design_scores_gemma":[0.02610793,0.005262486,0.9624599,0.0001805761,0.0001606089,0.0004980442,0.002705224,0.0000161519,0.00005968442,0.001830529,0.0005701891,0.0001486521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855748,0.0100524,0.0001164626,0.0003672231,0.0004701021,0.0003112076,0.00000365847,0.000007859677,0.00309627],"genre_scores_gemma":[0.9968564,0.001971314,0.0008645589,0.0001755423,0.00005347631,0.00000330046,8.917505e-7,0.00001309967,0.00006140277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3560665,"threshold_uncertainty_score":0.5456079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751968906","doi":"10.1177/0706743717723825","title":"Mental Disorder Symptoms among Public Safety Personnel in Canada","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":550,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Dalhousie University; Ministry of Community Safety and Correctional Services; Queen's University; Douglas College; Simon Fraser University; University of Ottawa; Wilfrid Laurier University; Memorial University of Newfoundland; University of Manitoba; University of Calgary; Douglas Mental Health University Institute; University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Medicine; Psychiatry; Population; Public health; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Injury prevention; Poison control; Psychology; Clinical psychology; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.03277239055594806,"gpt":0.3021929760582704,"spread":0.2694205855023224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007117051,0.0001673562,0.0002596501,0.0002442111,0.001261707,0.0002350093,0.00183063,0.00008082775,0.00264768],"category_scores_gemma":[0.0001395022,0.0001269822,0.0001046259,0.0001310313,0.0003729623,0.0002218191,0.00003691296,0.0007320368,0.00003113754],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008685411,"about_ca_system_score_gemma":0.01169353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971677,"about_ca_topic_score_gemma":0.9999863,"domain_scores_codex":[0.9979529,0.0002172693,0.0004982234,0.0001655868,0.000404971,0.0007610815],"domain_scores_gemma":[0.9979594,0.00006459185,0.0004282501,0.0007809759,0.00008483043,0.000681907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002861346,0.00002853193,0.9743204,0.000006882471,0.0001254456,0.00007187366,0.002495446,0.000007652369,1.532972e-7,0.008313102,0.01058529,0.004016595],"study_design_scores_gemma":[0.00125655,0.00004790696,0.9803136,0.0000743162,0.00001431834,0.000132404,0.01306354,0.00004031098,2.314359e-7,0.001336348,0.00357428,0.0001461817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250355,0.001817808,0.000003963569,0.04573556,0.004137048,0.0002040302,0.00006264437,0.00000232224,0.02300108],"genre_scores_gemma":[0.9988719,0.00001195457,0.0000410168,0.0003396628,0.0002229961,0.000006903495,0.000002633831,0.00002784827,0.0004750882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07383636,"threshold_uncertainty_score":0.998264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164254606","doi":"10.1097/psy.0b013e31803146d8","title":"Physical and Mental Comorbidity, Disability, and Suicidal Behavior Associated With Posttraumatic Stress Disorder in a Large Community Sample","year":2007,"lang":"en","type":"article","venue":"Psychosomatic Medicine","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":538,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health","keywords":"Comorbidity; Psychiatry; Mental health; National Comorbidity Survey; Depression (economics); Prevalence of mental disorders; Medicine; Quality of life (healthcare); Clinical psychology; Population; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.06974958206190306,"gpt":0.4130280854074798,"spread":0.3432785033455767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001848441,0.0003675065,0.0007348228,0.0001827477,0.0002643792,0.00003299288,0.0003451951,0.0001333832,0.0006282189],"category_scores_gemma":[0.0005575303,0.0002799082,0.00003622831,0.0004953247,0.001375601,0.0001161192,0.0001645436,0.0008034766,0.000009975385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009728823,"about_ca_system_score_gemma":0.00001419991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01134397,"about_ca_topic_score_gemma":0.03203983,"domain_scores_codex":[0.9966508,0.0007433613,0.000646944,0.000423559,0.0006994692,0.0008359009],"domain_scores_gemma":[0.9957446,0.002984586,0.000180495,0.0007131477,0.00005122638,0.0003258828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001372172,0.005927447,0.9619089,0.0002047537,0.0001180952,0.00001975367,0.02766513,1.029591e-7,0.00004700671,0.0006805871,0.0001035279,0.003187418],"study_design_scores_gemma":[0.007499759,0.001025826,0.9640899,0.0004481695,0.00008444709,0.00004904098,0.02490028,0.0002509193,0.000008081529,0.001360124,0.00001230142,0.0002711941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945148,0.0003503815,0.0002087665,0.001176339,0.0001274704,0.001543769,0.0001698084,0.00007386012,0.001834863],"genre_scores_gemma":[0.999241,0.00001641372,0.00009612738,0.0001451381,0.0000491847,0.0001720977,0.0001950089,0.00004716343,0.00003788392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02069586,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165540518","doi":"10.1176/appi.ajp.158.11.1920","title":"Neural Correlates of Traumatic Memories in Posttraumatic Stress Disorder: A Functional MRI Investigation","year":2001,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":518,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Functional magnetic resonance imaging; Thalamus; Neuroscience; Neural correlates of consciousness; Anterior cingulate cortex; Posttraumatic stress; Medial frontal gyrus; Audiology; Medicine; Psychiatry; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.03183909678469935,"gpt":0.3226763349152516,"spread":0.2908372381305522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005538809,0.0002483478,0.0006732841,0.0006849839,0.00006626137,0.00003003709,0.0004520941,0.00007668562,0.0009053232],"category_scores_gemma":[0.0001283017,0.0002211989,0.0002104304,0.001170674,0.0007144559,0.0002674643,0.00003177551,0.0005876159,0.00002692476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005500381,"about_ca_system_score_gemma":0.0002303146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007488953,"about_ca_topic_score_gemma":0.00102223,"domain_scores_codex":[0.9967657,0.0004777404,0.001397251,0.0002352486,0.0006784038,0.0004456864],"domain_scores_gemma":[0.9976017,0.0004212451,0.001235639,0.0003579295,0.0001939881,0.0001895259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005110626,0.0008855953,0.9680012,0.00008903403,0.0002185339,0.00002354819,0.007094768,0.001001648,0.00002435707,0.002136897,0.0005470046,0.01946633],"study_design_scores_gemma":[0.002004435,0.001696881,0.9398965,0.0004237691,0.0000752052,0.0004985131,0.04817918,0.0007077889,0.00001273719,0.006255765,0.00002479707,0.000224443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914355,0.001972289,0.0007345022,0.002929291,0.001356061,0.0002450922,0.00001552058,0.0000168817,0.001294858],"genre_scores_gemma":[0.9978217,0.00009178639,0.001677544,0.000136242,0.0001369628,0.00001730851,0.00000982354,0.00003699394,0.00007163765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04108441,"threshold_uncertainty_score":0.9912654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017238102","doi":"10.1016/s0006-3223(03)00412-8","title":"Immediate treatment with propranolol decreases posttraumatic stress disorder two months after trauma","year":2003,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":495,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Propranolol; Posttraumatic stress; Demographics; Medicine; Emotional stress; Psychiatry; Anesthesia; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04924871542251385,"gpt":0.3446436593675083,"spread":0.2953949439449944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002169557,0.0006367626,0.0006442703,0.0001716302,0.0001907553,0.00007676557,0.0004359064,0.0003169951,0.006434751],"category_scores_gemma":[0.00007594488,0.0003757383,0.0002431851,0.0004162137,0.0005026354,0.0000958368,0.00003902102,0.0003299625,0.0007763315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008696705,"about_ca_system_score_gemma":0.0001363445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008560881,"about_ca_topic_score_gemma":0.001297867,"domain_scores_codex":[0.9960145,0.0007368569,0.0006168352,0.001023675,0.0004008747,0.001207201],"domain_scores_gemma":[0.9980694,0.0002903193,0.0001739282,0.0009692537,0.00007518171,0.0004219326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002032055,0.008272165,0.9444821,0.00006976009,0.0006356692,0.0001337087,0.001107479,0.000008166247,0.00003199393,0.01124505,0.0003355374,0.03164632],"study_design_scores_gemma":[0.01489206,0.0109965,0.951279,0.0002568869,0.0002254142,0.0002358976,0.007305226,0.0000250997,0.0002208129,0.00665788,0.00638461,0.00152056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962326,0.008991725,0.0001895122,0.0006539276,0.0006483532,0.001750234,0.0001481946,0.0002336148,0.02505847],"genre_scores_gemma":[0.9948227,0.000106993,0.002081934,0.00031067,0.0001303077,0.001810946,0.00006977874,0.00006903106,0.0005976808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03249669,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772371211","doi":"10.1016/j.biopsych.2017.09.006","title":"Smaller Hippocampal Volume in Posttraumatic Stress Disorder: A Multisite ENIGMA-PGC Study: Subcortical Volumetry Results From Posttraumatic Stress Disorder Consortia","year":2017,"lang":"en","type":"review","venue":"Biological Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":488,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institute on Aging; National Health and Medical Research Council; Medical Research Council; Charles H. Hood Foundation; Canadian Institute for Military and Veteran Health Research; Bill and Melinda Gates Foundation; Grant Foundation; ZonMw; Support Center for Advanced Telecommunications Technology Research Foundation; National Institute of Biomedical Imaging and Bioengineering; Biomedical Laboratory Research and Development, VA Office of Research and Development; Brain and Behavior Research Foundation; Canadian Institutes of Health Research; Child Health Research Foundation; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Posttraumatic stress; Psychology; Hippocampal formation; Stress (linguistics); Neuroscience; Clinical psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.2104911450207726,"gpt":0.4427838372631299,"spread":0.2322926922423573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002063932,0.003055353,0.007829171,0.001239028,0.0008291613,0.000725537,0.005861117,0.003572441,0.004811234],"category_scores_gemma":[0.002869999,0.002394564,0.002008822,0.00124433,0.001707068,0.0003247602,0.001488282,0.004886584,0.003989141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776228,"about_ca_system_score_gemma":0.0006854322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01689998,"about_ca_topic_score_gemma":0.0214566,"domain_scores_codex":[0.9774558,0.005818402,0.006523706,0.00493313,0.00171366,0.003555287],"domain_scores_gemma":[0.9860206,0.003513518,0.002834342,0.006244586,0.0002420677,0.001144906],"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":[0.0011021,0.02067404,0.4295407,0.004288895,0.002525808,0.0005506317,0.002204532,0.000004337193,1.449308e-7,0.0003530508,0.001755984,0.5369998],"study_design_scores_gemma":[0.01817588,0.005093893,0.7817467,0.0256567,0.002652947,0.0001473393,0.01212224,0.0002390368,1.039382e-7,0.001358111,0.1461928,0.00661424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2248288,0.7519596,0.0000625644,0.0003040411,0.003633158,0.008289409,0.008160374,0.0004037624,0.002358309],"genre_scores_gemma":[0.1718264,0.8128209,0.001044653,0.0001946062,0.001216326,0.003544613,0.007153767,0.0006478462,0.001550846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5303856,"threshold_uncertainty_score":0.9995177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W242986228","doi":"10.1177/070674371405900902","title":"Posttraumatic Stress Disorder in Adults: Impact, Comorbidity, Risk Factors, and Treatment","year":2014,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":464,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Manitoba Health Research Council","keywords":"Comorbidity; Posttraumatic stress; Psychiatry; Psychology; Anxiety disorder; Clinical psychology; Public health; Terrorism; Medicine; Anxiety; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.06853591978482991,"gpt":0.3917573573732133,"spread":0.3232214375883834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008594091,0.0007003838,0.002106816,0.001002674,0.0003036283,0.0001789247,0.001107385,0.0004273246,0.001032949],"category_scores_gemma":[0.0001479121,0.0003838975,0.0007394826,0.0004606117,0.0003565636,0.00008126768,0.00003334611,0.001472185,0.00006653424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563917,"about_ca_system_score_gemma":0.003638965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3989905,"about_ca_topic_score_gemma":0.9067239,"domain_scores_codex":[0.9953537,0.001634467,0.001410455,0.0003501723,0.0003606345,0.0008905517],"domain_scores_gemma":[0.9960929,0.0007155883,0.00132773,0.0008763891,0.00008629347,0.0009010562],"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":[0.00004952251,0.0004230979,0.3410598,0.00369783,0.002051671,0.00009272413,0.005176063,0.00001109019,5.940176e-10,0.001858787,0.003256115,0.6423233],"study_design_scores_gemma":[0.007959539,0.005353218,0.2330105,0.07412792,0.004716379,0.002510966,0.009473542,0.00003559202,3.887515e-8,0.0084681,0.6519006,0.002443507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03014417,0.964965,0.000003517716,0.000456941,0.001528562,0.0009903349,0.0009227633,0.000006694193,0.0009819947],"genre_scores_gemma":[0.01626838,0.9829437,0.00006488696,0.00002396107,0.000385908,0.00004258735,0.00006082285,0.0001147941,0.00009497529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6486446,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076659700","doi":"10.1037//0022-006x.69.2.305","title":"Eye movement desensitization and reprocessing (EMDR): A meta-analysis.","year":2001,"lang":"en","type":"review","venue":"Journal of Consulting and Clinical Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":426,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Eye movement desensitization and reprocessing; Meta-analysis; Psychology; Anxiety; Desensitization (medicine); Psychotherapist; Eye movement; Clinical psychology; Posttraumatic stress; Psychiatry; Medicine; Internal medicine; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.6102644900855657,"gpt":0.6359314559630925,"spread":0.02566696587752682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005816747,0.000419955,0.00546096,0.0007451482,0.0001189245,0.00009507208,0.0003385181,0.0007313045,0.0005901509],"category_scores_gemma":[0.002180672,0.0002919995,0.001987651,0.0009094069,0.0005048944,0.00006877041,0.0001009294,0.001531989,0.00002415675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002271296,"about_ca_system_score_gemma":0.0001284057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002307591,"about_ca_topic_score_gemma":0.00001213501,"domain_scores_codex":[0.9920918,0.002564301,0.003777216,0.0007494538,0.0003715133,0.0004457372],"domain_scores_gemma":[0.991559,0.003840821,0.003295488,0.0005889094,0.0004002593,0.0003155442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007862861,0.0003578978,0.001064415,0.0006274104,0.1172323,0.000216977,0.0001419352,4.619583e-7,7.825681e-8,0.000116612,0.0005778494,0.8795854],"study_design_scores_gemma":[0.003016661,0.0008267352,0.00305952,0.00109957,0.4944759,0.001273206,0.0003736858,0.00002640865,4.811706e-8,0.0013389,0.4938874,0.0006220035],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006129311,0.993613,0.0009912516,0.0006151314,0.0004250696,0.0003212166,0.00001547535,0.00001566473,0.003390227],"genre_scores_gemma":[0.0006399161,0.9968386,0.0009169754,0.0006927461,0.0002400129,0.00001581999,0.00001072235,0.00004325753,0.00060191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8789634,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147917457","doi":"10.1192/bjp.bp.111.096552","title":"Trajectories of trauma symptoms and resilience in deployed US military service members: Prospective cohort study","year":2012,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":416,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research and Materiel Command; U.S. Navy; McMaster University; Henry M. Jackson Foundation; Uniformed Services University of the Health Sciences; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Software deployment; Active duty; Military deployment; Traumatic stress; Population; Cohort; Medicine; Prospective cohort study; Cohort study; Military personnel; Psychological resilience; Psychology; Demography; Computer security; Clinical psychology; Environmental health; Computer science; Social psychology; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01829830326957657,"gpt":0.3227039026881372,"spread":0.3044055994185606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001965621,0.0001564498,0.0004449282,0.0001323061,0.0001605704,0.00004059276,0.0005313677,0.00008231476,0.0001880325],"category_scores_gemma":[0.0001087047,0.0001375733,0.0000788842,0.0005084201,0.0002364359,0.0003090805,0.00006107247,0.0006045647,0.000004444175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004583953,"about_ca_system_score_gemma":0.00008661731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009002549,"about_ca_topic_score_gemma":0.01579904,"domain_scores_codex":[0.9973553,0.000656249,0.0007691242,0.000201892,0.0005761585,0.0004412383],"domain_scores_gemma":[0.9988489,0.0002395721,0.000270529,0.0003156788,0.0001850399,0.0001403469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003782206,0.001895675,0.9812001,0.00005820969,0.0003260286,0.00002846047,0.01194592,0.000009522085,0.00001003879,0.0001514843,0.0006029594,0.003393392],"study_design_scores_gemma":[0.002186706,0.0005215582,0.9649131,0.0002710941,0.00009311781,0.001341029,0.0296009,0.000004936443,0.00001380417,0.0009218273,0.000008752011,0.000123215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708234,0.02549344,0.000006176744,0.0002761212,0.0008835687,0.0007947496,0.00001441459,0.00001045944,0.001697673],"genre_scores_gemma":[0.9992836,0.0001408929,0.0002119399,0.00007157063,0.0001864751,0.00003615266,5.965194e-7,0.00002679012,0.00004198559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0284602,"threshold_uncertainty_score":0.9975966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090578660","doi":"10.1111/j.1755-5949.2008.00049.x","title":"Post‐Traumatic Stress Disorder in Canada","year":2008,"lang":"en","type":"article","venue":"CNS Neuroscience & Therapeutics","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":414,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"GlaxoSmithKline","keywords":"Psychiatry; CIDI; Traumatic stress; Comorbidity; Depression (economics); Epidemiology; National Comorbidity Survey; Medicine; Injury prevention; Clinical psychology; Telephone interview; Poison control; Anxiety disorder; Suicide prevention; Psychology; Anxiety; Medical emergency","retraction":null,"screen_n_in":null,"score":{"opus":0.1215062927278274,"gpt":0.3622912174820174,"spread":0.2407849247541899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420369,0.0002318786,0.0002526005,0.000183817,0.0002313274,0.00003625674,0.0009934733,0.00006195587,0.0003830972],"category_scores_gemma":[0.00004994885,0.0002153988,0.00004753534,0.0008291114,0.000425156,0.0001354744,0.00009638915,0.0004028915,0.00006869825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006801,"about_ca_system_score_gemma":0.001037513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6858617,"about_ca_topic_score_gemma":0.8075575,"domain_scores_codex":[0.9972112,0.0002249791,0.000395364,0.0005284188,0.0007213761,0.000918652],"domain_scores_gemma":[0.998737,0.000216402,0.00008819846,0.0007331797,0.0000652802,0.0001599158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007051105,0.001313542,0.9485685,0.0000498532,0.00002488331,0.0007308339,0.0187007,0.0005705781,0.004044333,0.001270614,0.0003677292,0.02428787],"study_design_scores_gemma":[0.0007076257,0.0001687457,0.9870061,0.00002485458,0.000008973415,0.0001154451,0.006004158,0.001760725,0.0003186347,0.00008122073,0.00348032,0.0003232348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931699,0.0004729586,0.0001296004,0.001026967,0.0008096742,0.0003919234,0.00005646281,0.00004264342,0.003899887],"genre_scores_gemma":[0.9956825,0.0001246564,0.00002634237,0.003199529,0.00001844012,0.00006020454,0.000003899534,0.00003460237,0.000849835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216958,"threshold_uncertainty_score":0.8783707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130172111","doi":"10.1016/j.cpr.2009.09.002","title":"Military-related PTSD and intimate relationships: From description to theory-driven research and intervention development","year":2009,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":385,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Mental Health","keywords":"Psychology; Intervention (counseling); Association (psychology); Clinical psychology; Military personnel; Psychotherapist; Psychiatry; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.770828984150603,"gpt":0.660316385137033,"spread":0.11051259901357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01624723,0.0006447631,0.003335374,0.0006280461,0.0003083894,0.00005275751,0.0009254965,0.001416416,0.001529348],"category_scores_gemma":[0.004237417,0.0005397369,0.0004862456,0.001024919,0.0009205643,0.0001194541,0.0004800953,0.003773993,0.002785537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298844,"about_ca_system_score_gemma":0.0001171968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003920608,"about_ca_topic_score_gemma":0.00007268444,"domain_scores_codex":[0.9777453,0.01477956,0.004100328,0.002069046,0.0004502542,0.0008555395],"domain_scores_gemma":[0.9918637,0.005150502,0.0005519698,0.001603811,0.0002568918,0.000573098],"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":[0.00005870022,0.0006016917,0.0003258373,0.008171693,0.0005611892,0.00002918687,0.0003333073,7.696336e-9,3.426953e-8,0.00155943,0.01442031,0.9739386],"study_design_scores_gemma":[0.0008690434,0.0006216044,0.01121642,0.09789082,0.0006070926,0.0000848139,0.00006626034,7.392009e-7,9.297966e-9,0.009073524,0.8790985,0.0004711166],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006254409,0.9895723,0.0002256849,0.0009845395,0.0007725542,0.004343729,0.00005169509,0.00009427276,0.003329744],"genre_scores_gemma":[0.00005469198,0.994952,0.001672903,0.000670235,0.0001053586,0.0009087918,0.0004449938,0.00009052926,0.001100546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734675,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108531476","doi":"10.1176/appi.ajp.2014.14070908","title":"Is Exposure Necessary? A Randomized Clinical Trial of Interpersonal Psychotherapy for PTSD","year":2015,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":382,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Institute of Mental Health; University of Oxford; American Psychiatric Publishing","keywords":"Interpersonal psychotherapy; Exposure therapy; Randomized controlled trial; Cognitive behavioral therapy; Depression (economics); Clinical psychology; Medicine; Cognitive therapy; Randomization; Psychology; Psychiatry; Internal medicine; Anxiety","retraction":null,"screen_n_in":null,"score":{"opus":0.126725981112555,"gpt":0.4830409719598974,"spread":0.3563149908473424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005633105,0.0002374704,0.001663559,0.0003186339,0.00003489783,0.0000273121,0.0007797253,0.0001249188,0.0006028541],"category_scores_gemma":[0.0004781552,0.0001811119,0.001240997,0.0003451595,0.0009874834,0.000105298,0.00001684176,0.0005199779,0.00002179853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002345872,"about_ca_system_score_gemma":0.0006941363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164851,"about_ca_topic_score_gemma":0.00002282369,"domain_scores_codex":[0.9947917,0.001618715,0.002197485,0.0002983509,0.0006882316,0.0004054872],"domain_scores_gemma":[0.9948963,0.001525624,0.002217629,0.0004866045,0.0004888897,0.0003849311],"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":[0.8519586,0.002245177,0.01138317,0.00002080562,0.001699495,0.000003634043,0.005953712,0.000001051258,0.000004190399,0.002666239,0.04750792,0.07655596],"study_design_scores_gemma":[0.9415346,0.01974242,0.0009977451,0.0001484651,0.0002293574,0.0001001179,0.01622137,0.00004794699,0.000007279287,0.01737208,0.003348738,0.000249899],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510149,0.00354586,0.01811167,0.01312004,0.009055659,0.001244378,0.00005762027,0.00001688885,0.003832946],"genre_scores_gemma":[0.9664768,0.0003202082,0.02858872,0.001880735,0.002147868,0.00009866613,0.000003582615,0.00007570512,0.0004077013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08957593,"threshold_uncertainty_score":0.7385527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139808357","doi":"10.1056/nejmoa0900177","title":"Deployment and the Use of Mental Health Services among U.S. Army Wives","year":2010,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":381,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Uniformed Services University of the Health Sciences","keywords":"Software deployment; Military deployment; Military personnel; Mental health; Medicine; Environmental health; Psychiatry; Engineering; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.0552251039019382,"gpt":0.3685752428133707,"spread":0.3133501389114325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001196071,0.00009243003,0.000356587,0.0001167923,0.00005597666,0.00001236696,0.0002054735,0.00003554194,0.000571714],"category_scores_gemma":[0.00009086024,0.00004591647,0.00003560198,0.00008110802,0.0004650446,0.00008551007,0.00003364512,0.0004090266,0.000001685665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007890174,"about_ca_system_score_gemma":0.00005035958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003258315,"about_ca_topic_score_gemma":0.001268837,"domain_scores_codex":[0.998576,0.0002508248,0.0004835155,0.0000849971,0.0004247223,0.0001799521],"domain_scores_gemma":[0.9985898,0.0005293619,0.0004167383,0.0001816096,0.00006795592,0.0002145839],"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":[0.004167775,0.0003441699,0.3143589,0.0002138336,0.0007238088,0.00005783191,0.1077108,0.000006598289,0.00120415,0.005207196,0.02202286,0.5439821],"study_design_scores_gemma":[0.1540388,0.002397856,0.7560138,0.001112931,0.0001216097,0.001244621,0.008838992,0.0001618362,0.0001563127,0.002127792,0.07363372,0.0001516963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713449,0.003031261,0.00004402843,0.02418838,0.0006349551,0.0002013101,0.000003781664,0.000003548454,0.0005478592],"genre_scores_gemma":[0.9977863,0.0006713779,0.0002231632,0.0005247326,0.0005597693,0.000001598735,0.000001724849,0.000009967588,0.0002213331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5438305,"threshold_uncertainty_score":0.6259867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152332814","doi":"10.1016/j.jpsychires.2005.07.007","title":"A review of neuroimaging studies in PTSD: Heterogeneity of response to symptom provocation","year":2005,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":372,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Columbian Hospital; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Provocation test; Psychopathology; Psychology; Neuroimaging; Clinical psychology; Dissociative; Fight-or-flight response; Amygdala; Functional neuroimaging; Psychiatry; Neuroscience; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.5471996272713519,"gpt":0.6518144251592114,"spread":0.1046147978878595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02391149,0.0004206141,0.003503165,0.005886108,0.00007340979,0.00002551228,0.001949322,0.0002473686,0.0001740078],"category_scores_gemma":[0.006838578,0.0003260301,0.0008806504,0.005694013,0.0003279762,0.0001208947,0.0003776064,0.002196606,0.00008008028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803273,"about_ca_system_score_gemma":0.002050604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009090316,"about_ca_topic_score_gemma":0.00003021584,"domain_scores_codex":[0.9812409,0.01028745,0.004513776,0.0005809454,0.002493859,0.0008830531],"domain_scores_gemma":[0.9897777,0.004208086,0.002272388,0.001265617,0.002202228,0.0002739525],"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":[0.0007269481,0.0008938418,0.0003494265,0.1739924,0.0005987514,0.00006476707,0.001251295,0.000001672508,0.000003178702,0.00007349269,0.02285286,0.7991914],"study_design_scores_gemma":[0.001388471,0.002148606,0.001469989,0.2686179,0.0004966413,0.0005388051,0.000969589,0.000001317955,0.000002996315,0.0001455389,0.7238423,0.0003778115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001916986,0.9927129,0.00001362688,0.001314809,0.0005833615,0.002619617,0.0000319491,0.000005572398,0.0008011938],"genre_scores_gemma":[0.0003050916,0.9981275,0.0007649236,0.00005333081,0.0002984019,0.0001831901,0.000003036226,0.00007714792,0.0001873565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7988135,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141256891","doi":"10.1002/jts.20443","title":"Reformulating PTSD for<i>DSM‐V</i>: Life after Criterion A","year":2009,"lang":"en","type":"article","venue":"Journal of Traumatic Stress","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":365,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Posttraumatic stress; DSM-5; Focus (optics); Nosology; Psychiatry; Core (optical fiber); Psychotherapist; Clinical psychology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.08285964213613663,"gpt":0.4144073007692339,"spread":0.3315476586330973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000714732,0.0002414889,0.0005758139,0.0003427633,0.00009787246,0.0001137106,0.0005165804,0.0001501612,0.0009548184],"category_scores_gemma":[0.0004996625,0.0001915433,0.0003380386,0.0002228274,0.00005841229,0.0002896954,0.0000256596,0.0003887665,0.0000366797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593779,"about_ca_system_score_gemma":0.0000801334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003605363,"about_ca_topic_score_gemma":0.00001746447,"domain_scores_codex":[0.9971634,0.0001663644,0.001241795,0.0002142548,0.0006321483,0.000582061],"domain_scores_gemma":[0.9979273,0.0004118039,0.000632329,0.0004242659,0.0003023757,0.000301902],"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":[0.007368207,0.005771613,0.02696505,0.001719279,0.001935093,0.0008155877,0.1246589,0.0003639284,0.002272142,0.008717122,0.01935023,0.8000628],"study_design_scores_gemma":[0.01579218,0.006035609,0.9254775,0.003945433,0.000490928,0.0009425352,0.02631491,0.002351793,0.001316288,0.01381742,0.002308299,0.001207118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850832,0.00186064,0.004038652,0.001543622,0.000624904,0.0004696991,0.00003636146,0.00002932976,0.006313652],"genre_scores_gemma":[0.9942595,0.00002029841,0.00451953,0.0004698042,0.0003738986,0.00003712723,0.000003908952,0.00003245656,0.0002835059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8985124,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145903803","doi":"10.1037/0002-9432.72.4.505","title":"Exposure to human tragedy, empathy, and trauma in ambulance paramedics.","year":2002,"lang":"en","type":"article","venue":"American Journal of Orthopsychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":364,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Social Innovation; York University; University of Toronto","funders":"","keywords":"Empathy; Distress; Psychology; Cognition; Coping (psychology); Interpersonal communication; Personal distress; Clinical psychology; Social psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.03558569827596005,"gpt":0.3473976216261404,"spread":0.3118119233501803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005773106,0.0002146628,0.000569378,0.0004833188,0.00007530981,0.00004060897,0.0004243463,0.00007062251,0.0009873321],"category_scores_gemma":[0.00007250033,0.0001955811,0.0001197552,0.0006965224,0.0003224953,0.0001052938,0.00003638327,0.0007174331,0.00005673375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003676734,"about_ca_system_score_gemma":0.00002792915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002150349,"about_ca_topic_score_gemma":0.0002286281,"domain_scores_codex":[0.9975532,0.0003248565,0.0008065543,0.0002977739,0.0004796326,0.0005379666],"domain_scores_gemma":[0.9986092,0.0001330977,0.0004008744,0.000390116,0.00006886541,0.0003978078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166676,0.0008086638,0.5546304,0.0000219035,0.0001196294,0.0002791775,0.01821124,0.0000180381,0.00004981394,0.0005944076,0.005910998,0.4191891],"study_design_scores_gemma":[0.002237775,0.003717518,0.9759999,0.0001567249,0.0000249276,0.0006666072,0.0149561,0.00001063268,0.000006222145,0.0004430205,0.001498772,0.0002817901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870195,0.002633169,0.0001211311,0.003302953,0.0004662309,0.0001929251,0.000008266182,0.00001546962,0.006240348],"genre_scores_gemma":[0.9966722,0.00009394632,0.001956815,0.0008212937,0.0002108506,0.00001617748,7.451385e-7,0.00003596721,0.0001920616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4213696,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117925162","doi":"10.1503/jpn.110069","title":"Altered resting-state amygdala functional connectivity in men with posttraumatic stress disorder","year":2012,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":360,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Amygdala; Insula; Psychology; Anterior cingulate cortex; Functional magnetic resonance imaging; Resting state fMRI; Neuroscience; Prefrontal cortex; Posttraumatic stress; Functional connectivity; Neuroimaging; Functional neuroimaging; Clinical psychology; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.06168899089875834,"gpt":0.3482312292573374,"spread":0.2865422383585791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000861267,0.0001579771,0.000247024,0.000260419,0.0001421061,0.00005957656,0.0002607309,0.00004364844,0.00009423523],"category_scores_gemma":[0.0001661617,0.000116919,0.00004359499,0.0004724174,0.0002860637,0.0005417651,0.00004658803,0.000469342,0.000005480254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001938936,"about_ca_system_score_gemma":0.000107234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009142752,"about_ca_topic_score_gemma":0.0001764686,"domain_scores_codex":[0.9980194,0.0003090589,0.0004342615,0.000230359,0.0004981465,0.0005087615],"domain_scores_gemma":[0.9988867,0.0002652793,0.0003345199,0.000208446,0.00006545177,0.0002396258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000408891,0.001139738,0.9933067,0.00004945772,0.00001310375,0.00001515302,0.001272675,0.0001512168,0.0004551727,0.001453325,0.0003208969,0.001413659],"study_design_scores_gemma":[0.001493434,0.0006890057,0.9946079,0.0001330068,0.00001284391,0.0006166353,0.001257103,0.0001949389,0.00004968403,0.0007212568,0.00008876517,0.0001353821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930094,0.0008664303,0.0008101278,0.0012156,0.001266692,0.000179099,0.000009363745,0.000009547744,0.002633708],"genre_scores_gemma":[0.99918,0.00003642009,0.0002819633,0.0001801951,0.0001284654,0.000008175709,3.821689e-7,0.00001428099,0.0001701614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006170524,"threshold_uncertainty_score":0.4767818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078815192","doi":"10.1016/s0005-7967(99)00098-4","title":"Gender differences in susceptibility to posttraumatic stress disorder","year":2000,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":355,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Odds ratio; Odds; Posttraumatic stress; Psychology; Psychiatry; Injury prevention; Poison control; Clinical psychology; Occupational safety and health; Suicide prevention; Medicine; Medical emergency; Logistic regression; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2507561044898689,"gpt":0.4606677398494494,"spread":0.2099116353595805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001281069,0.0002391194,0.0003442446,0.0004655834,0.0002264302,0.0001667035,0.000602322,0.0001529591,0.02129832],"category_scores_gemma":[0.00005275007,0.0001975845,0.0000527477,0.0007999567,0.00039623,0.0001135916,0.0000864212,0.0006639873,0.0005737856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005269737,"about_ca_system_score_gemma":0.0000660119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008836566,"about_ca_topic_score_gemma":0.00281029,"domain_scores_codex":[0.9958591,0.0008744255,0.0003944476,0.0007388333,0.0008942267,0.001239009],"domain_scores_gemma":[0.998272,0.0004070159,0.00002252783,0.0007628356,0.0001229809,0.0004126494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004758971,0.00201227,0.8143448,0.00001874545,0.00002839805,0.00004032508,0.006410352,5.603383e-7,0.00007239132,0.0009098601,0.0002159771,0.1754704],"study_design_scores_gemma":[0.001592211,0.0009279971,0.9904336,0.0000420418,0.000001722737,0.000007357367,0.004123118,0.00001087516,0.00006988477,0.002284156,0.0002921258,0.0002149053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852487,0.00239521,0.000006847869,0.0006346187,0.00004945917,0.001477224,0.00006345911,0.00004769141,0.01007674],"genre_scores_gemma":[0.9952727,0.0007115796,0.00005202497,0.00007185175,0.00003466732,0.0005204058,0.00001636494,0.00003784441,0.003282556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1760888,"threshold_uncertainty_score":0.9977637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147026529","doi":"10.1177/070674370304800111","title":"Validation of a French Version of the Impact of Event Scale-Revised","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":341,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychology; Convergent validity; Population; Psychometrics; Reliability (semiconductor); Test validity; Scale (ratio); Poison control; Clinical psychology; Internal consistency; Psychiatry; Statistics; Demography; Medicine; Cartography; Mathematics; Medical emergency; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.03122179557049434,"gpt":0.3483615679895242,"spread":0.3171397724190298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009586412,0.00009627268,0.0002514041,0.000219642,0.00007782385,0.000008210925,0.0005842973,0.00007517332,0.002278333],"category_scores_gemma":[0.0001509432,0.00005538407,0.0003379374,0.0003962932,0.0002248436,0.00004252488,0.000009380352,0.0002671044,0.00000952949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014577,"about_ca_system_score_gemma":0.002302983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03730264,"about_ca_topic_score_gemma":0.0263642,"domain_scores_codex":[0.9982294,0.0005282955,0.0005947459,0.00007406187,0.0003399375,0.0002335076],"domain_scores_gemma":[0.9982893,0.00009385627,0.0007323134,0.0004670824,0.0002392108,0.0001782373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062397,0.0002585673,0.9570657,0.00009327945,0.0005135343,0.000002006977,0.00412416,0.0006157427,0.00069175,0.00716834,0.02828531,0.001075351],"study_design_scores_gemma":[0.001835015,0.0006020936,0.9775236,0.0004613078,0.0001255387,0.0001032719,0.001544669,0.00001347395,0.002220972,0.01526866,0.0001980369,0.0001033988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876256,0.001435658,0.00002700128,0.001277055,0.0008049472,0.000197807,0.00005374903,7.94726e-7,0.008577389],"genre_scores_gemma":[0.999627,0.000006665187,0.0001668965,0.00001875378,0.00003822846,0.000001011401,9.350082e-7,0.0000110173,0.0001294993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02808727,"threshold_uncertainty_score":0.9986337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159941439","doi":"10.1002/jts.20124","title":"Exploring the links between posttraumatic stress disorder and social support: Processes and potential research avenues","year":2006,"lang":"en","type":"review","venue":"Journal of Traumatic Stress","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":322,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Veterans Affairs Canada; Université du Québec à Montréal; Hôpital Louis-H Lafontaine","funders":"","keywords":"Posttraumatic stress; Psychology; Social support; Adaptation (eye); Anxiety disorder; Clinical psychology; Psychotherapist; Psychiatry; Neuroscience; Anxiety","retraction":null,"screen_n_in":null,"score":{"opus":0.4232921698543018,"gpt":0.4808283105639902,"spread":0.05753614070968838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002786227,0.0007913197,0.002880624,0.001146944,0.0008213291,0.0006727707,0.001568881,0.0006650774,0.0001933933],"category_scores_gemma":[0.0004895215,0.0005277161,0.0004847381,0.0008969852,0.001113087,0.0004683082,0.0003879798,0.004065189,0.00003615848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240244,"about_ca_system_score_gemma":0.0005137841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000377718,"about_ca_topic_score_gemma":0.0001575956,"domain_scores_codex":[0.9912583,0.002214645,0.002601298,0.000635889,0.002053964,0.001235951],"domain_scores_gemma":[0.9927695,0.003956858,0.001706312,0.000636167,0.0006567091,0.0002744778],"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":[0.00003511472,0.0005026541,0.0004859302,0.05170055,0.001307374,0.000202695,0.01722446,0.00000148156,8.643361e-8,0.0001675184,0.0009625268,0.9274096],"study_design_scores_gemma":[0.01224611,0.006173322,0.0687379,0.2054137,0.0193094,0.006409675,0.2009899,0.00003037629,0.00001413649,0.005361724,0.4689822,0.00633148],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.052357,0.9435593,0.0000583071,0.0004716168,0.0005367215,0.001583783,0.0006076616,0.00003057001,0.0007950084],"genre_scores_gemma":[0.04333105,0.9538062,0.0001069906,0.0000118293,0.001627794,0.0003667196,0.0001197505,0.0002217727,0.0004079335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9210781,"threshold_uncertainty_score":0.9997174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158425471","doi":"10.1001/archpsyc.64.7.843","title":"Combat and Peacekeeping Operations in Relation to Prevalence of Mental Disorders and Perceived Need for Mental Health Care","year":2007,"lang":"en","type":"review","venue":"Archives of General Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":321,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health","keywords":"Mental health; Psychiatry; Suicidal ideation; Anxiety; Prevalence of mental disorders; Panic disorder; Population; Military personnel; Medicine; Military psychiatry; Psychology; Suicide prevention; Poison control; Clinical psychology; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.06112243938379985,"gpt":0.4342168766524754,"spread":0.3730944372686756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002000473,0.0002691022,0.0008158936,0.0005463409,0.000128744,0.00001306876,0.0002350865,0.0001076155,0.00002104908],"category_scores_gemma":[0.00002133567,0.0002647852,0.0001583081,0.0001793585,0.0001981816,0.00005382683,0.0001162966,0.0002281623,0.000001114867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003759185,"about_ca_system_score_gemma":0.0001727355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005869256,"about_ca_topic_score_gemma":0.001480609,"domain_scores_codex":[0.9978654,0.0003017523,0.00081612,0.0004825947,0.0001745599,0.0003595165],"domain_scores_gemma":[0.9991683,0.0001824151,0.0002006578,0.0002999481,0.00001454703,0.0001341267],"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":[0.00012964,0.0002272585,0.005239771,0.0229837,0.0001483269,1.111512e-7,0.02590306,0.000009926182,0.00001109436,0.002743652,0.0002898517,0.9423136],"study_design_scores_gemma":[0.01657677,0.007054235,0.6985731,0.07997302,0.0008141535,0.00009160435,0.04679743,0.001097113,0.000003306164,0.00225808,0.1436967,0.003064571],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03077503,0.9630834,0.0001818625,0.0005218358,0.0003396703,0.003456651,0.0006964781,0.000009742729,0.0009353011],"genre_scores_gemma":[0.003863735,0.9819767,0.0131735,0.00006219003,0.00005020221,0.000201624,0.0004103803,0.00004910232,0.000212543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.939249,"threshold_uncertainty_score":0.9999804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904612381","doi":"10.1037/cbs0000115","title":"Exposures to potentially traumatic events among public safety personnel in Canada.","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":321,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Queen's University; Memorial University of Newfoundland; Wilfrid Laurier University; Brock University; University of Manitoba; University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Environmental health; Medical emergency; Business; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.176807634722525,"gpt":0.3187301692562596,"spread":0.1419225345337346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004460855,0.000298418,0.000481507,0.002061843,0.001970608,0.0003019175,0.002960471,0.00005966213,0.002469585],"category_scores_gemma":[0.0004293459,0.0002764533,0.0001063465,0.003344451,0.003799764,0.0007951717,0.000091501,0.0003307817,0.00002155862],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007875192,"about_ca_system_score_gemma":0.0173833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933719,"about_ca_topic_score_gemma":0.99991,"domain_scores_codex":[0.9945716,0.0002082367,0.001237392,0.0006312491,0.0008574984,0.002494027],"domain_scores_gemma":[0.9940941,0.00007339844,0.0004609833,0.0004372531,0.0008427884,0.004091503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001284308,0.00005657272,0.9708919,0.000009223599,0.00001986345,0.000622944,0.01887858,0.00009358746,0.00005955828,0.001121383,0.0004261773,0.00780735],"study_design_scores_gemma":[0.0005827989,0.0006810226,0.9629297,0.0002084962,0.00001830909,0.0004329287,0.03394376,0.0002587852,0.00002844478,0.0002205145,0.0003746258,0.0003205738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917979,0.0001334506,0.0001044042,0.001916675,0.002335272,0.0005183543,0.00005014228,0.000006046835,0.003137805],"genre_scores_gemma":[0.9988708,0.000002501776,0.0006041903,0.0002378894,0.0001174903,0.00002138753,0.000002457273,0.00001772156,0.0001255051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506518,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008286604","doi":"10.1016/s0006-3223(02)01466-x","title":"Recall of emotional states in posttraumatic stress disorder: an fMRI investigation","year":2003,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":308,"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":"Psychology; Functional magnetic resonance imaging; Anterior cingulate cortex; Thalamus; Posttraumatic stress; Recall; Traumatic stress; Anxiety disorder; Audiology; Neuroscience; Clinical psychology; Psychiatry; Anxiety; Medicine; Cognition; Cognitive psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.0893641842952593,"gpt":0.3656507805036269,"spread":0.2762865962083676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005679852,0.0002172186,0.0003373277,0.0001952978,0.00006079661,0.00001870081,0.0003637743,0.0002780498,0.002368639],"category_scores_gemma":[0.0002293942,0.0001735896,0.00008516978,0.0004378353,0.0003475826,0.00009605024,0.00003192772,0.0003171783,0.0001002202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003005496,"about_ca_system_score_gemma":0.00008317176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004036017,"about_ca_topic_score_gemma":0.0005617994,"domain_scores_codex":[0.9970942,0.0009877465,0.0006764681,0.000490365,0.0002713007,0.000479953],"domain_scores_gemma":[0.998879,0.0002624565,0.000171715,0.0004564852,0.00006318803,0.0001671572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000784902,0.001634661,0.8957221,0.00006116954,0.00003308116,0.000002427673,0.0007863929,0.00005638701,0.00009108703,0.09943698,0.0003318472,0.001765396],"study_design_scores_gemma":[0.001132923,0.000774876,0.9134283,0.00009376782,0.000005816289,0.000008485031,0.003319547,0.00009877686,0.00004808444,0.08073664,0.0001297156,0.00022308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894998,0.001173454,0.0001999403,0.0007359809,0.0005045302,0.0004675765,0.00007929408,0.00005630204,0.007283126],"genre_scores_gemma":[0.9966483,0.0000539826,0.002690888,0.0002095269,0.00003744839,0.00007475834,0.0001908452,0.00001896675,0.00007532402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01870033,"threshold_uncertainty_score":0.9985433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104622135","doi":"10.1196/annals.1364.010","title":"Toward a Psychobiology of Posttraumatic Self‐Dysregulation","year":2006,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":307,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Behavioral neuroscience; Psychology; Psychopathology; Arousal; Dissociation (chemistry); Neuroimaging; Affect (linguistics); Posttraumatic stress; Clinical psychology; Neural correlates of consciousness; Affect regulation; Psychotherapist; Psychiatry; Neuroscience; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.4467204460602161,"gpt":0.5071071506272364,"spread":0.06038670456702033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863342,0.0003759887,0.001863917,0.0005388259,0.00009926363,0.00001572574,0.00326803,0.0006283803,0.000275037],"category_scores_gemma":[0.0001663279,0.0002341787,0.0007893181,0.001815174,0.001776885,0.00009278274,0.0002189425,0.0004928067,0.00003809202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001409723,"about_ca_system_score_gemma":0.0003056006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005323114,"about_ca_topic_score_gemma":0.00000488858,"domain_scores_codex":[0.9953802,0.0008300958,0.001747999,0.0005688039,0.0008824304,0.0005904859],"domain_scores_gemma":[0.9961674,0.0009422163,0.002319123,0.0004050265,0.0000726049,0.00009368545],"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":[0.00002371133,0.000418043,0.000148788,0.009697385,0.0005305639,2.263473e-7,0.001442122,0.00001713695,0.00001188986,0.01944542,0.05222038,0.9160444],"study_design_scores_gemma":[0.0007164268,0.0008213339,0.006201899,0.0242711,0.0008017874,0.00008056797,0.0004774588,0.00002586048,0.0004777452,0.04826117,0.9170618,0.0008028623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001366216,0.9848034,0.000007791827,0.002026065,0.0002564783,0.001066451,0.00007764965,0.00002282654,0.01037315],"genre_scores_gemma":[0.01170946,0.9861801,0.0006124331,0.0001617828,0.0001490408,0.00004921529,0.000007844019,0.000037501,0.001092563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9152415,"threshold_uncertainty_score":0.9549529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084161795","doi":"10.1111/jopy.12591","title":"Post‐traumatic growth as positive personality change: Challenges, opportunities, and recommendations","year":2020,"lang":"en","type":"article","venue":"Journal of Personality","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":306,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Waterloo; University of Toronto","funders":"National Institute on Aging; John Templeton Foundation","keywords":"Psychology; Personality; Psychological resilience; Posttraumatic growth; Context (archaeology); Set (abstract data type); Personality development; Social psychology; Clinical psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.3780691653113782,"gpt":0.4225645187268004,"spread":0.04449535341542216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001247366,0.0002357932,0.0005000897,0.0001354179,0.0001676782,0.0000698011,0.0003602755,0.0001337202,0.004854759],"category_scores_gemma":[0.0005583533,0.0002153428,0.0001979959,0.0001595125,0.0002364136,0.0004039297,0.0000932971,0.0006454836,0.00006163285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009933201,"about_ca_system_score_gemma":0.0001709401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386702,"about_ca_topic_score_gemma":0.00007115593,"domain_scores_codex":[0.9971338,0.0008647785,0.0006435402,0.0003090866,0.0006501508,0.0003986242],"domain_scores_gemma":[0.9976644,0.0004912982,0.0004740206,0.0001940515,0.0005737669,0.0006024748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002026671,0.002455525,0.01271283,0.001358586,0.002644169,0.001177819,0.5691754,1.365899e-7,0.0003090373,0.1355206,0.01902198,0.2535972],"study_design_scores_gemma":[0.004056129,0.003383227,0.7517349,0.0004478017,0.0003272513,0.001764458,0.2201905,0.00007545457,0.00005526559,0.004533544,0.01271632,0.0007150872],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6306316,0.01165663,0.00006369546,0.3285988,0.0003003417,0.0004285614,0.0003860503,0.00003372852,0.02790058],"genre_scores_gemma":[0.9923157,0.002027257,0.0003634246,0.004545754,0.0004861634,0.0000238848,0.00002757727,0.00003047283,0.0001797332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7390221,"threshold_uncertainty_score":0.9960549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003691658","doi":"10.1002/da.20677","title":"The use of alcohol and drugs to self-medicate symptoms of posttraumatic stress disorder","year":2010,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":301,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; Health Sciences Centre Foundation","keywords":"Posttraumatic stress; Alcohol use disorder; Psychiatry; Psychology; Clinical psychology; Medicine; Alcohol","retraction":null,"screen_n_in":null,"score":{"opus":0.03423067948386851,"gpt":0.340675141406022,"spread":0.3064444619221535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002976497,0.000144528,0.0002325272,0.00007387895,0.0001433803,0.00004214564,0.0002616712,0.0001237122,0.0001818429],"category_scores_gemma":[0.0001485362,0.00009103562,0.0000462112,0.0001566179,0.0002932737,0.00007692487,0.0002058646,0.0002672872,0.000008698831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002701443,"about_ca_system_score_gemma":0.00001775805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004342433,"about_ca_topic_score_gemma":0.0000977993,"domain_scores_codex":[0.9986207,0.0001236469,0.0003485181,0.0002877661,0.0003285304,0.0002907817],"domain_scores_gemma":[0.9985515,0.0004944609,0.0001321215,0.0005536516,0.00007616259,0.0001921116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001722375,0.0006047682,0.5032261,0.0002164958,0.000183611,0.000001882347,0.01413842,0.000002797814,0.006066514,0.003076854,0.002111076,0.4701992],"study_design_scores_gemma":[0.002278235,0.000214355,0.9551408,0.0002709451,0.000064144,0.00002605603,0.002955287,0.0007945405,0.003477737,0.000353295,0.03413362,0.0002909685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965705,0.0005882805,0.0000441453,0.0004797696,0.0001623061,0.0004366701,0.00005596732,0.00002921311,0.001633131],"genre_scores_gemma":[0.9988695,0.0003203791,0.0003407414,0.00009050878,0.00001670025,0.00005412325,0.000006002811,0.0000188947,0.0002830985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4699083,"threshold_uncertainty_score":0.3712325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976692440","doi":"10.1001/jama.2012.9307","title":"Effect of Cognitive-Behavioral Couple Therapy for PTSD","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":300,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Mental Health","keywords":"Medicine; Cognitive processing therapy; Context (archaeology); Randomized controlled trial; Cognitive behavioral therapy; Cognitive therapy; Veterans Affairs; Cognition; Outpatient clinic; Clinical psychology; Patient satisfaction; Physical therapy; Psychiatry; Internal medicine; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.1233524297485533,"gpt":0.4780159952089018,"spread":0.3546635654603485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006143166,0.000103531,0.0002035032,0.00006376217,0.00003644622,0.00001196871,0.0001483574,0.000103458,0.001894566],"category_scores_gemma":[0.0001456576,0.00008241001,0.00009392692,0.00009241576,0.00008463878,0.00008072887,0.00002047711,0.0001048404,0.0001949564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177323,"about_ca_system_score_gemma":0.00001113523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000230285,"about_ca_topic_score_gemma":0.00000528216,"domain_scores_codex":[0.9989541,0.0001871835,0.0001557098,0.0001299225,0.0001682116,0.0004049055],"domain_scores_gemma":[0.9984086,0.001174384,0.00006033413,0.0002059562,0.00007127986,0.00007942691],"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":[0.002612802,0.001374782,0.2015048,0.00008056786,0.000131757,0.000001950746,0.006108229,6.624118e-8,0.001504458,0.001239659,0.00455482,0.7808861],"study_design_scores_gemma":[0.03331612,0.009540792,0.8391526,0.0001637432,0.0001217091,0.0000193165,0.00237368,0.00004111006,0.1055531,0.0001859974,0.009079767,0.0004520968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888133,0.001445885,0.0001869408,0.00007121255,0.0002882574,0.0009833062,0.00008760578,0.00002779668,0.00809563],"genre_scores_gemma":[0.9986601,0.00001017511,0.00003350147,0.00004911448,0.000132399,0.0004925072,0.00003382109,0.00002559443,0.0005628039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.780434,"threshold_uncertainty_score":0.9990178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047852098","doi":"10.1007/s10960-004-5795-7","title":"Are avoidance and numbing distinct PTSD symptom clusters?","year":2004,"lang":"en","type":"review","venue":"Journal of Traumatic Stress","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":295,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Regina","funders":"","keywords":"Psychology; Clinical psychology; Posttraumatic stress","retraction":null,"screen_n_in":null,"score":{"opus":0.154091349714902,"gpt":0.4387496523075124,"spread":0.2846583025926104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008715334,0.0007253838,0.003318784,0.0006419813,0.0001634972,0.0002432591,0.001229242,0.0004870896,0.0007187864],"category_scores_gemma":[0.00050363,0.0005601459,0.0007963966,0.0004299883,0.0002884082,0.0001989772,0.0001666449,0.001671783,0.0001303152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498368,"about_ca_system_score_gemma":0.0002875974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018319,"about_ca_topic_score_gemma":0.00006684149,"domain_scores_codex":[0.9946132,0.0007685827,0.002366181,0.0004992306,0.0009833821,0.0007694211],"domain_scores_gemma":[0.9928325,0.001486106,0.004301473,0.0007799455,0.0001948415,0.0004051234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000358793,0.000579052,0.0004471207,0.06436583,0.001633559,0.000970472,0.004052834,0.000004979556,3.048018e-8,0.0002770483,0.0009015044,0.9267317],"study_design_scores_gemma":[0.007672341,0.0008819234,0.01314367,0.7559123,0.005770855,0.01197838,0.01701784,0.00002603117,0.000001178737,0.001628124,0.1833564,0.002610905],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0023874,0.9925988,0.0002784927,0.00008557335,0.001128405,0.0007882888,0.0001471995,0.00002907426,0.002556764],"genre_scores_gemma":[0.003405434,0.9950194,0.0004485538,0.00002674333,0.0004080043,0.00007243953,0.00001371662,0.0001559859,0.0004497371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9241208,"threshold_uncertainty_score":0.999685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083713128","doi":"10.1016/s0005-7967(99)00061-3","title":"Dimensionality of posttraumatic stress symptoms: a confirmatory factor analysis of DSM-IV symptom clusters and other symptom models","year":2000,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":294,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina; Regina Qu'Appelle Health Region","funders":"","keywords":"Confirmatory factor analysis; Posttraumatic stress; Psychology; Clinical psychology; Psychometrics; Structural equation modeling; Psychiatry; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.1732257154324272,"gpt":0.4324964587287737,"spread":0.2592707432963465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001053262,0.0003018894,0.0008265913,0.0009284703,0.0001699655,0.00006203927,0.0004725519,0.0002270985,0.005603633],"category_scores_gemma":[0.0000234088,0.0002553603,0.0001845335,0.00098576,0.001247052,0.0001629941,0.00009926431,0.0004240691,0.00001380379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003804006,"about_ca_system_score_gemma":0.0000917106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194247,"about_ca_topic_score_gemma":0.0001723361,"domain_scores_codex":[0.9956152,0.0009678787,0.0007435161,0.0006299127,0.001253474,0.000790021],"domain_scores_gemma":[0.9973917,0.0008627418,0.0001618402,0.0008886644,0.000335881,0.0003591546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001900309,0.003220838,0.9178296,0.0002066036,0.004657892,0.00002651202,0.01710309,0.00005887806,0.001160069,0.00802873,0.0001253517,0.04568214],"study_design_scores_gemma":[0.004313939,0.001274106,0.9852029,0.0002388714,0.0002325931,0.00001543699,0.002970107,0.002445523,0.00100387,0.001739098,0.000128247,0.0004353073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906801,0.00467509,0.00001921236,0.0001123102,0.00002783191,0.0009348076,0.0009225775,0.00003268737,0.002595381],"genre_scores_gemma":[0.9983143,0.0007718073,0.00003582544,0.00005875217,0.00001256432,0.0001175804,0.00004085575,0.00004713859,0.0006012022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06737331,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040137808","doi":"10.1037/a0026602","title":"Long-term outcomes of cognitive–behavioral treatments for posttraumatic stress disorder among female rape survivors.","year":2011,"lang":"en","type":"article","venue":"Journal of Consulting and Clinical Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":293,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Mental Health","keywords":"Cognitive processing therapy; Psychology; Clinical psychology; Depression (economics); Psychiatry; Randomized controlled trial; Posttraumatic stress; Cognitive behavioral therapy; Cognitive therapy; Cognition; Medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.386859759200274,"gpt":0.5489739060346432,"spread":0.1621141468343692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487314,0.000271173,0.001120993,0.0002401541,0.00009021389,0.00001788962,0.0003902054,0.0003516112,0.0005221653],"category_scores_gemma":[0.001164593,0.0002106355,0.000427013,0.000147672,0.0009920538,0.0001151573,0.0000561761,0.0005378915,0.00001301852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001040034,"about_ca_system_score_gemma":0.00004935178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706773,"about_ca_topic_score_gemma":0.0002681474,"domain_scores_codex":[0.9960445,0.0007274708,0.002083317,0.0003837683,0.0002649961,0.0004959728],"domain_scores_gemma":[0.9937851,0.003716003,0.001415132,0.0003429609,0.0004805929,0.0002601833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492676,0.005812186,0.9076516,0.00004800548,0.001278995,0.00005659059,0.0029628,5.199368e-8,0.000005736726,0.0000626754,0.00004373239,0.08058495],"study_design_scores_gemma":[0.01150278,0.004523336,0.9795921,0.0002791324,0.0006169107,0.00006891319,0.002897152,0.000003355504,0.00001463823,0.0003144409,0.000003825655,0.0001834108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946305,0.0008863371,0.0006948364,0.00009822013,0.001198862,0.0005932795,0.00007468631,0.00001534396,0.001807979],"genre_scores_gemma":[0.9987497,0.0001670353,0.0005726455,0.0001017165,0.00005534422,0.00002972538,0.00001102526,0.00003829338,0.0002745566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08040154,"threshold_uncertainty_score":0.8589467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155406957","doi":"10.1177/0956797612460406","title":"Mental- and Physical-Health Effects of Acute Exposure to Media Images of the September 11, 2001, Attacks and the Iraq War","year":2013,"lang":"en","type":"article","venue":"Psychological Science","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":286,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Iraq war; Terrorism; Psychology; Physical health; Mental health; Incidence (geometry); Posttraumatic stress; Injury prevention; Occupational safety and health; Suicide prevention; Psychiatry; Medicine; Demography; Environmental health; Poison control; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.0397154177095687,"gpt":0.4170980907294184,"spread":0.3773826730198497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008987969,0.0001374696,0.000311011,0.00005184384,0.0001822101,0.00002984557,0.0008294043,0.0000498385,0.0002853537],"category_scores_gemma":[0.0003026897,0.00006147617,0.00005589197,0.0006333626,0.003619976,0.00009544211,0.0003493826,0.0001766823,0.00005146822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001437774,"about_ca_system_score_gemma":0.00001614981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002133751,"about_ca_topic_score_gemma":0.00001108491,"domain_scores_codex":[0.9978379,0.0003813961,0.000255042,0.0004637964,0.0005576889,0.0005041651],"domain_scores_gemma":[0.9981611,0.0008199272,0.0001347829,0.0005951978,0.00007000683,0.0002190185],"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":[0.0006757255,0.004660453,0.2389961,0.0004482743,0.0003574911,0.00001572583,0.09772945,0.000004582252,0.1527671,0.01780338,0.2026492,0.2838925],"study_design_scores_gemma":[0.001295453,0.0004273817,0.9931967,0.00004504992,0.00001410283,0.00001437623,0.0006750913,0.00002550293,0.001660407,0.002445847,0.0001108209,0.00008925407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832448,0.0005460003,0.00002771014,0.006919515,0.0001979958,0.001176903,0.00001528876,0.000012715,0.007859029],"genre_scores_gemma":[0.9985281,0.00008934314,0.0002140054,0.0008265697,0.00002008973,0.0001247894,3.700411e-7,0.000005879446,0.0001909095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7542006,"threshold_uncertainty_score":0.9990916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1521447436","doi":"10.1002/jts.21998","title":"Meta‐Analysis of Risk Factors for Secondary Traumatic Stress in Therapeutic Work With Trauma Victims","year":2015,"lang":"en","type":"review","venue":"Journal of Traumatic Stress","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":284,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Psychological intervention; Clinical psychology; Psychiatry; Psychology; Medicine; Posttraumatic stress; Compassion fatigue; Burnout","retraction":null,"screen_n_in":null,"score":{"opus":0.3255295934274376,"gpt":0.4554762422994875,"spread":0.1299466488720499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003143834,0.001441554,0.01347474,0.004784772,0.0001104801,0.0001591937,0.002452623,0.0008341026,0.00216539],"category_scores_gemma":[0.0002862274,0.000917399,0.005716715,0.004272553,0.0003946058,0.0003139403,0.00008032477,0.002209782,0.00001315611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377056,"about_ca_system_score_gemma":0.000818793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006781489,"about_ca_topic_score_gemma":0.001337886,"domain_scores_codex":[0.9879591,0.002627583,0.005375918,0.000830559,0.002004891,0.001201891],"domain_scores_gemma":[0.9815716,0.008557292,0.007017736,0.001626392,0.0007068891,0.0005201003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004033399,0.002840674,0.001364092,0.02051195,0.4793703,0.00009400386,0.02799891,0.0008157431,2.926792e-8,0.0001840651,0.0001120168,0.4663049],"study_design_scores_gemma":[0.005812766,0.002047507,0.008569772,0.01716371,0.9171231,0.0001248981,0.04178376,0.0001082024,0.000004781208,0.0007087744,0.004772575,0.001780204],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01330294,0.9784778,0.001178731,0.00002191806,0.0004442634,0.002742863,0.002931822,0.00002834397,0.0008713419],"genre_scores_gemma":[0.09542508,0.8985995,0.002762484,0.00002095381,0.0002717634,0.00131087,0.0005430508,0.0007017113,0.0003646039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4645247,"threshold_uncertainty_score":0.9998334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056868603","doi":"10.1037/a0018009","title":"Anxiety sensitivity and PTSD symptom severity are reciprocally related: Evidence from a longitudinal study of physical trauma survivors.","year":2010,"lang":"en","type":"article","venue":"Journal of Abnormal Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":283,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Anxiety sensitivity; Anxiety; Psychology; Clinical psychology; Anxiety disorder; Posttraumatic stress; Longitudinal study; Psychiatry; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07098601886763731,"gpt":0.4023548180732235,"spread":0.3313687992055862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002210594,0.0003248228,0.001002846,0.0002933926,0.0001096095,0.00003769974,0.0005316236,0.0003662907,0.0004617503],"category_scores_gemma":[0.0005494765,0.0002791231,0.0002194687,0.0003864123,0.000517903,0.0004262784,0.000155336,0.002188329,0.00003629053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002665716,"about_ca_system_score_gemma":0.00005857123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035718,"about_ca_topic_score_gemma":0.004061813,"domain_scores_codex":[0.9957624,0.001281289,0.001103705,0.0005791837,0.0007202992,0.0005530855],"domain_scores_gemma":[0.9959744,0.001385882,0.001093897,0.0007568487,0.000481037,0.0003079495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001871986,0.004244082,0.9534345,0.00002976228,0.0005870181,0.0005924379,0.01279464,0.000006632242,0.004129013,0.00007547333,0.0004634297,0.02177107],"study_design_scores_gemma":[0.003137048,0.002487155,0.9887491,0.0001220094,0.0001354391,0.001664981,0.002622183,0.00007984079,0.0001693371,0.0005388755,0.00006256604,0.0002314195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959049,0.0003522421,0.0001346319,0.0005913207,0.001210561,0.0003808303,0.0000312066,0.00002221121,0.001372128],"genre_scores_gemma":[0.9991291,0.00006288872,0.0003708854,0.00006632011,0.000289015,0.000009046196,0.00000154709,0.00003312028,0.00003809303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03531469,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2521839929","doi":"10.1002/hbm.23402","title":"The neurobiology of emotion regulation in posttraumatic stress disorder: Amygdala downregulation via real‐time fMRI neurofeedback","year":2016,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":276,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Armed Forces; St. Joseph’s Healthcare Hamilton; St Joseph's Health Care; McMaster University; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; General Dynamics Land Systems; Canadian Institute for Military and Veteran Health Research","keywords":"Amygdala; Neurofeedback; Psychology; Neuroscience; Anterior cingulate cortex; Insula; Dorsolateral prefrontal cortex; Functional magnetic resonance imaging; Prefrontal cortex; Ventrolateral prefrontal cortex; Downregulation and upregulation; Electroencephalography; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.04019932610391821,"gpt":0.3251482584279668,"spread":0.2849489323240486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022816,0.0002542357,0.0003709795,0.0003860862,0.0003238868,0.00004135486,0.0005136519,0.0001878673,0.0008634821],"category_scores_gemma":[0.000271824,0.0001806065,0.0001056547,0.0004600759,0.0004151673,0.00018982,0.0001224912,0.0002040826,0.0002018547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000863217,"about_ca_system_score_gemma":0.00002426007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006006442,"about_ca_topic_score_gemma":0.0004565352,"domain_scores_codex":[0.9962558,0.001323494,0.0009283227,0.0005220038,0.0003306284,0.0006398247],"domain_scores_gemma":[0.996833,0.001678615,0.0004401855,0.0008688386,0.0001110925,0.00006824175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002876414,0.0008336887,0.09986695,0.0002968335,0.0001775533,0.00001031746,0.01137063,0.0002816385,0.7282988,0.05839936,0.002784408,0.09739222],"study_design_scores_gemma":[0.001373185,0.0001793735,0.9865073,0.0002524538,0.000007739345,0.000006335841,0.0005953581,0.0005046541,0.0001943601,0.009976884,0.0002037578,0.000198584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863707,0.00006040256,0.001993555,0.004495948,0.0001790061,0.0009272876,0.00001715191,0.00009446369,0.005861426],"genre_scores_gemma":[0.9973086,0.00001937852,0.00004657418,0.00004865253,0.00006701849,0.00008187989,0.00005796923,0.00004732965,0.002322601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8866404,"threshold_uncertainty_score":0.9454523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153927485","doi":"10.1176/appi.ajp.159.9.1570","title":"A Hazardous Profession: War, Journalists, and Psychopathology","year":2002,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":275,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Beck Depression Inventory; Depression (economics); Psychiatry; Psychopathology; Psychology; Journalism; Distress; Population; Mental health; Spanish Civil War; Clinical psychology; Medicine; Political science; Anxiety; Media studies; Environmental health; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.028432300681422,"gpt":0.3534354217152469,"spread":0.3250031210338249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006158627,0.0002273662,0.0005685006,0.0004139806,0.0001446868,0.00003437229,0.0005038141,0.00009046993,0.003242077],"category_scores_gemma":[0.0000766891,0.0001826111,0.0001749017,0.0004710064,0.0006154968,0.0001360547,0.00005335943,0.0008825328,0.0001605582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003011929,"about_ca_system_score_gemma":0.00006910818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000394708,"about_ca_topic_score_gemma":0.00001738883,"domain_scores_codex":[0.997317,0.0005749554,0.0008296279,0.0002735431,0.0004602901,0.0005446411],"domain_scores_gemma":[0.9979677,0.0001529966,0.0009138627,0.0004256832,0.0001605805,0.0003791602],"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":[0.0006214788,0.001578616,0.2847569,0.0000519942,0.000511574,0.0003627286,0.009219323,0.000002039398,0.0001048336,0.006309616,0.1296155,0.5668654],"study_design_scores_gemma":[0.01782233,0.01822225,0.6815985,0.001452755,0.0005695868,0.07259385,0.1004952,0.0001661721,0.00002938315,0.0298261,0.07517491,0.002049002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341844,0.0216547,0.000443664,0.02729341,0.003674435,0.0001668239,0.000007748205,0.00002770685,0.01254712],"genre_scores_gemma":[0.9880003,0.001131769,0.007874236,0.001347618,0.0007003237,0.00001153033,5.512907e-7,0.00005183128,0.0008818522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5648164,"threshold_uncertainty_score":0.9976691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158775187","doi":"10.1002/jclp.10068","title":"Eye movement desensitization and reprocessing (EMDR): Information processing in the treatment of trauma","year":2002,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":272,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Eye movement desensitization and reprocessing; Psychology; Desensitization (medicine); Psychotherapist; Distress; Posttraumatic stress; Information processing; Psychological trauma; Session (web analytics); Eye movement; Clinical psychology; Cognitive psychology; Medicine; Neuroscience; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.3321757516008816,"gpt":0.5541764517852118,"spread":0.2220007001843302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730427,0.0001077996,0.0004344,0.000241613,0.00004248619,0.00002896632,0.0001905744,0.000161169,0.0001856919],"category_scores_gemma":[0.0003811972,0.00006948484,0.0001042529,0.0002715208,0.0002119669,0.0002517657,0.000008323746,0.0002758791,0.0000134938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002219495,"about_ca_system_score_gemma":0.0000198521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001554705,"about_ca_topic_score_gemma":0.00000974336,"domain_scores_codex":[0.9969609,0.0005636907,0.001819702,0.0001436128,0.0003018801,0.0002102465],"domain_scores_gemma":[0.9980623,0.0004529399,0.001000605,0.0002399545,0.0001801265,0.00006408673],"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":[0.000358701,0.001929832,0.07287276,0.00003235771,0.0000468492,0.00003023862,0.0116743,0.00001324904,0.00001991068,0.0001624553,0.000596032,0.9122633],"study_design_scores_gemma":[0.007132228,0.00368352,0.9772146,0.0001196219,0.0000518584,0.0001367948,0.003202206,0.0008006422,0.00002892263,0.002721671,0.004797895,0.0001100156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811531,0.002005983,0.00107234,0.003488397,0.0003047596,0.0002356479,0.000001814846,0.000004762413,0.0117332],"genre_scores_gemma":[0.9976152,0.0007085945,0.0005819474,0.0009172728,0.0001192575,0.000007956946,0.000001373505,0.000007222594,0.00004124393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9121533,"threshold_uncertainty_score":0.283351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047720152","doi":"10.1016/j.genhosppsych.2004.11.001","title":"Prevalence of posttraumatic stress disorder in Veterans Affairs primary care clinics","year":2005,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":267,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Associated Medical Services; Office of Research and Development; Health Services Research and Development; Medical University of South Carolina; U.S. Department of Veterans Affairs","keywords":"Veterans Affairs; Specialty; Medicine; Psychiatry; Mental health; Comorbidity; Telephone interview","retraction":null,"screen_n_in":null,"score":{"opus":0.01816114156829335,"gpt":0.3306744673177696,"spread":0.3125133257494762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002249081,0.0003638221,0.0004832199,0.0002733215,0.00006926468,0.00002927607,0.0008516467,0.0002640721,0.0008691727],"category_scores_gemma":[0.00002200237,0.0003657776,0.0002391298,0.0004115503,0.0002336127,0.0002206221,0.0001325494,0.0004970304,0.0001799804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088659,"about_ca_system_score_gemma":0.0001654702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004142341,"about_ca_topic_score_gemma":0.0007024963,"domain_scores_codex":[0.9967062,0.0002344408,0.00100423,0.0006866928,0.0005678064,0.0008006465],"domain_scores_gemma":[0.9984114,0.00009764833,0.0002451867,0.0009998264,0.00008269629,0.0001632737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001686035,0.002687935,0.9208569,0.002072403,0.0001078949,0.000008077332,0.01456634,0.0003569952,0.00002465408,0.002780228,0.0008057153,0.05556428],"study_design_scores_gemma":[0.003275082,0.001095215,0.9800895,0.000538521,0.00005115576,0.000007183312,0.01340305,0.000164582,0.00004110012,0.0005384079,0.0002214073,0.0005748346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95291,0.01715059,0.00005981025,0.0006082295,0.001473358,0.0009097986,0.0003285912,0.00006935715,0.02649027],"genre_scores_gemma":[0.9938312,0.0002506525,0.004406649,0.0001514208,0.0002968708,0.0001420544,0.00008707663,0.00007182902,0.0007622149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05923259,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966806791","doi":"10.1016/j.biopsych.2005.01.011","title":"Functional connectivity of dissociative responses in posttraumatic stress disorder: A functional magnetic resonance imaging investigation","year":2005,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":264,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Functional magnetic resonance imaging; Posttraumatic stress; Dissociative; Magnetic resonance imaging; Functional connectivity; Functional impairment; Functional imaging; Psychology; Nuclear magnetic resonance; Neuroscience; Medicine; Physics; Clinical psychology; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.07345870862459235,"gpt":0.3394135358386816,"spread":0.2659548272140893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000681182,0.000266451,0.0003911007,0.0002612385,0.000128193,0.00002234792,0.0002639623,0.0002062196,0.00276823],"category_scores_gemma":[0.0006343233,0.0002280144,0.0001366773,0.0005657577,0.0005442608,0.0001476043,0.00008498165,0.0004357996,0.0001501184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160147,"about_ca_system_score_gemma":0.0001420831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003508066,"about_ca_topic_score_gemma":0.0008377756,"domain_scores_codex":[0.9968312,0.0009265195,0.0006906589,0.0006107838,0.0004091037,0.0005317199],"domain_scores_gemma":[0.9980396,0.001142532,0.0002328198,0.0003579517,0.0001083847,0.0001186938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008544926,0.001169435,0.9617029,0.00002666861,0.00002225698,0.000002422791,0.0006827054,0.0000317103,0.0002009599,0.01816134,0.00129445,0.01585067],"study_design_scores_gemma":[0.00180093,0.0003182002,0.9849619,0.0001098367,0.0000102926,0.00001052891,0.002064607,0.0002665017,0.00003148413,0.009910767,0.000273426,0.0002415029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796052,0.01176658,0.0002538412,0.003999062,0.000542384,0.0005381918,0.0001986962,0.00007568617,0.003020389],"genre_scores_gemma":[0.9980958,0.00004081719,0.0007025601,0.0003470079,0.0001769208,0.0001979937,0.00008153874,0.00002019923,0.0003371931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325904,"threshold_uncertainty_score":0.9981434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133664593","doi":"10.1176/appi.ajp.161.1.36","title":"The Nature of Traumatic Memories: A 4-T fMRI Functional Connectivity Analysis","year":2004,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Neuroscience; Functional magnetic resonance imaging; Medial frontal gyrus; Insula; Frontal lobe; Superior frontal gyrus; Parietal lobe; Middle frontal gyrus","retraction":null,"screen_n_in":null,"score":{"opus":0.02047201440414635,"gpt":0.3466962869245833,"spread":0.3262242725204369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000923599,0.0001688945,0.0005838117,0.0003984368,0.0001676238,0.00003241959,0.0005480898,0.00008336519,0.0004803899],"category_scores_gemma":[0.0002073122,0.0001128252,0.0005427575,0.001821148,0.0007316739,0.00009425848,0.00002801818,0.000835152,0.00001813001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006821084,"about_ca_system_score_gemma":0.0004074267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002805964,"about_ca_topic_score_gemma":0.0006260098,"domain_scores_codex":[0.9976305,0.0003383027,0.000769087,0.0001889292,0.0007269225,0.0003462387],"domain_scores_gemma":[0.9972867,0.0006443818,0.001120026,0.0005031202,0.0002995913,0.0001461474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004323995,0.004807899,0.6320844,0.0001416914,0.03431544,0.00006177297,0.01671003,0.004156951,0.0001510431,0.1978268,0.01034066,0.09507925],"study_design_scores_gemma":[0.002247099,0.001573846,0.9259681,0.00008277526,0.0009548563,0.0002469086,0.04232906,0.00002001259,0.00004765236,0.02591603,0.0003982606,0.00021538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793383,0.002749953,0.005291556,0.007402239,0.001521109,0.0001248006,0.000016433,0.00001102569,0.003544538],"genre_scores_gemma":[0.997552,0.00004396255,0.001894162,0.0002021451,0.0002157438,0.000008421036,0.000001776442,0.0000181649,0.00006356071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2938837,"threshold_uncertainty_score":0.5259932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783806245","doi":"10.1176/appi.ajp.2017.17050481","title":"Reduction of PTSD Symptoms With Pre-Reactivation Propranolol Therapy: A Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":251,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Propranolol; Placebo; Medicine; Randomized controlled trial; Anesthesia; Psychology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01646124508224819,"gpt":0.344828746477278,"spread":0.3283675013950298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593188,0.0002012453,0.001516852,0.0004154069,0.00006507361,0.00002343279,0.0003148762,0.00006776954,0.0004686257],"category_scores_gemma":[0.0001509154,0.000121588,0.0003918208,0.0004502154,0.001273091,0.0001488911,0.00001057384,0.0003281475,0.0000106609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003219669,"about_ca_system_score_gemma":0.0004151225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083999,"about_ca_topic_score_gemma":0.00001417091,"domain_scores_codex":[0.9964612,0.001212276,0.001197221,0.0002074995,0.0006358107,0.0002860042],"domain_scores_gemma":[0.9959461,0.0003663062,0.002685118,0.0003628142,0.0005524562,0.00008718602],"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":[0.9591681,0.001122077,0.001059609,0.000008786122,0.002163555,0.000001235241,0.004064191,0.000002564142,0.000439009,0.001461572,0.0003112725,0.03019807],"study_design_scores_gemma":[0.9770082,0.01498294,0.001810364,0.0001286465,0.0002271055,0.0001711705,0.004221975,0.00001755392,0.0002124724,0.0009915106,0.00008266646,0.0001453792],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880536,0.0004996383,0.001658701,0.001805059,0.001879181,0.002547072,0.000002130201,0.00001827642,0.003536385],"genre_scores_gemma":[0.9966317,0.00004605742,0.001969512,0.00007066933,0.000902134,0.0001798078,0.000001351615,0.00003412804,0.0001646179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03005269,"threshold_uncertainty_score":0.5131123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099636654","doi":"10.1139/jpn.0839","title":"The neural networks of inhibitory control in posttraumatic stress disorder","year":2008,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":246,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Inhibitory postsynaptic potential; Functional magnetic resonance imaging; Psychology; Somatosensory system; Inhibitory control; Neuroimaging; Posttraumatic stress; Neuroscience; Sensory system; Anterior cingulate cortex; Neural correlates of consciousness; Cognition; Audiology; Psychiatry; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03593071217369155,"gpt":0.3280665386016245,"spread":0.292135826427933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006057442,0.0001183653,0.0002499424,0.000148474,0.0002246852,0.00002727979,0.0004978664,0.00005525522,0.00001723536],"category_scores_gemma":[0.0001409727,0.00007756819,0.00008243672,0.0003870335,0.0007290942,0.0001754824,0.00003743358,0.0004791845,7.21132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007452693,"about_ca_system_score_gemma":0.00008017926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004510189,"about_ca_topic_score_gemma":0.0001021546,"domain_scores_codex":[0.9980828,0.0003324944,0.0006646837,0.0001665829,0.0004053013,0.0003481088],"domain_scores_gemma":[0.9987605,0.0004160581,0.0004125081,0.0002322879,0.00006844455,0.0001102498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004555174,0.0009128308,0.9874485,0.00004222275,0.00001690262,0.00007699955,0.001218357,0.0023066,0.0004797224,0.00227941,0.0005946229,0.004168382],"study_design_scores_gemma":[0.00189116,0.0008289726,0.9875718,0.00008701957,0.00001142248,0.0006278552,0.001088511,0.007255801,0.00001628715,0.0004165795,0.0001032952,0.0001013427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989186,0.00583303,0.0005234923,0.001782783,0.002129957,0.0001687321,0.000004363407,0.000003916605,0.0003676892],"genre_scores_gemma":[0.9991374,0.0004012264,0.00003143845,0.0002761512,0.00008972135,0.000004314106,7.79149e-8,0.000008951873,0.00005070103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009951382,"threshold_uncertainty_score":0.3163139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224257950","doi":"10.4088/jcp.21m14116","title":"The Economic Burden of Posttraumatic Stress Disorder in the United States From a Societal Perspective","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":246,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Group for Research in Decision Analysis","funders":"Otsuka Pharmaceutical Development and Commercialization","keywords":"Indirect costs; Population; Economic cost; Psychiatry; Mental health; Medicine; Health care; Economic impact analysis; Unemployment; Environmental health; Gerontology; Business; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.09025634213749205,"gpt":0.4594563908281394,"spread":0.3692000486906473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006693863,0.0001754374,0.0005104661,0.000119783,0.0003893147,0.000044507,0.002382431,0.00008186068,0.001252806],"category_scores_gemma":[0.0003823234,0.00008754196,0.0004377053,0.0003607156,0.0006711463,0.00006388973,0.0002096145,0.002030906,0.0000298407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000972266,"about_ca_system_score_gemma":0.0003923694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008686994,"about_ca_topic_score_gemma":0.001301031,"domain_scores_codex":[0.9921452,0.004712239,0.001889433,0.0001876649,0.0006869216,0.000378538],"domain_scores_gemma":[0.9879072,0.009865886,0.001285112,0.0007504273,0.0001169142,0.00007446162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01472425,0.008881014,0.3627149,0.00009477085,0.007318312,0.0000542559,0.376208,0.04130174,0.000008414792,0.0728252,0.1006168,0.01525228],"study_design_scores_gemma":[0.003817607,0.001479488,0.1797218,0.00006523793,0.0001965259,0.00005419373,0.7212331,0.001971958,6.08084e-7,0.08892778,0.00237214,0.0001596451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537888,0.004797243,0.00002666841,0.03707623,0.001748049,0.0003943005,0.0001557745,0.00000571458,0.002007214],"genre_scores_gemma":[0.9981749,0.0005891962,0.00005420372,0.000617328,0.0004094471,0.00002036151,0.00001040774,0.00002667324,0.00009750025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.345025,"threshold_uncertainty_score":0.9996602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}