{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"46477559c40e","filters":{"venue":"Behaviour Change"}},"results":[{"id":"W2133155297","doi":"10.1375/bech.21.2.127.55422","title":"Internet Relationships and Their Impact on Primary Relationships","year":2004,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; Quarter (Canadian coin); Psychology; Romance; Sexual relationship; Face (sociological concept); Affect (linguistics); Face-to-face; Social psychology; Developmental psychology; Human sexuality; Sociology; Geography; Communication; World Wide Web; Gender studies","authors":[{"name":"Heather Underwood","is_ca":false},{"name":"Bruce Findlay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2049219881176282,"gpt":0.3603158722745614,"spread":0.1553938841569332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088419,0.0002420491,0.0003311596,0.00100567,0.001527075,0.002341959,0.0004087957,0.0005264088,0.015997],"category_scores_gemma":[0.01169124,0.0001806603,0.0003810134,0.0008245552,0.0007416536,0.0009720432,0.001667033,0.001422492,0.0006282254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005603769,"about_ca_system_score_gemma":0.0004803146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481825,"about_ca_topic_score_gemma":0.003026092,"domain_scores_codex":[0.9980708,0.001052637,0.000123651,0.00008483903,0.0004264207,0.0002417519],"domain_scores_gemma":[0.9855993,0.005733547,0.004100423,0.0004303463,0.001048858,0.003087598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000355385,0.002042415,0.8849606,0.0002294738,0.0001393176,0.001330885,0.01027408,0.0001140496,0.0009103459,0.001202352,0.001338052,0.09710298],"study_design_scores_gemma":[0.00002427769,0.0006753294,0.9715952,0.0001494977,0.0001150892,0.002275192,0.01767368,0.0002628362,0.000382733,0.0005594268,0.006268191,0.00001852699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983822,0.001503849,0.000122061,0.0004349901,0.00003389705,0.00003114097,0.0000969778,0.000008836597,0.0139462],"genre_scores_gemma":[0.9984389,0.0005908923,0.00008207671,0.00005676641,0.00001647739,0.000009174933,0.00003565608,0.000002157286,0.0007678975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.015997,"threshold_uncertainty_score":0.05351526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793245734","doi":"10.1017/bec.2018.3","title":"The Relationship Between Body Image Concerns and Weight-Related Behaviours of Adolescents and Emerging Adults: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Behaviour Change","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Association (psychology); Body weight; Psychology; Systematic review; Demography; Medicine; MEDLINE; Political science; Sociology","authors":[{"name":"Pravina Santhira Shagar","is_ca":false},{"name":"Neil Harris","is_ca":false},{"name":"Jennifer Boddy","is_ca":false},{"name":"Caroline L. Donovan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1663498412707012,"gpt":0.4304342869038172,"spread":0.2640844456331161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00719278,0.00128534,0.005917138,0.008518908,0.0006321279,0.002503536,0.00129594,0.001725256,0.003217409],"category_scores_gemma":[0.04149685,0.001048999,0.006669487,0.008437053,0.000781008,0.002140143,0.001349942,0.00130803,0.0002400729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362166,"about_ca_system_score_gemma":0.01080185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007461,"about_ca_topic_score_gemma":0.03082841,"domain_scores_codex":[0.9936152,0.00199831,0.002476542,0.0005291894,0.001176496,0.0002042381],"domain_scores_gemma":[0.966739,0.02565049,0.004837663,0.0004024937,0.00206434,0.0003060843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001009856,0.00001822461,0.002254688,0.9571838,0.006748242,0.0001054421,0.0003431907,0.00004795931,0.00009457407,0.0001621456,0.0009355077,0.03200524],"study_design_scores_gemma":[0.0000988356,0.0001548673,0.01001869,0.9308277,0.04520587,0.0004536059,0.0005302929,0.00005146168,0.0001017614,0.0001892748,0.01233647,0.00003120684],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001557603,0.9973683,0.0000945082,0.0001928953,0.0000800792,0.0001904383,0.0002976416,0.000004171615,0.0002143198],"genre_scores_gemma":[0.01783299,0.9804114,0.0005329531,0.0004211945,0.00006493906,0.0004088204,0.0002302911,0.000003677824,0.00009370498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01007461,"threshold_uncertainty_score":0.03803951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310181336","doi":"10.1017/bec.2022.24","title":"Writing Yourself Well: Dispositional Self-Reflection Moderates the Effect of a Smartphone App-Based Journaling Intervention on Psychological Wellbeing across Time","year":2022,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster University Medical Centre; Lakehead University","funders":"Canadian Institutes of Health Research","keywords":"Journaling file system; Rumination; Psychology; Self-reflection; Intervention (counseling); Reflection (computer programming); Metacognition; Procrastination; Clinical psychology; Social psychology; Applied psychology; Psychotherapist; Cognition; Computer science; Psychoanalysis","authors":[{"name":"Angela MacIsaac","is_ca":true},{"name":"Aislin R. Mushquash","is_ca":true},{"name":"Christine Wekerle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04672184730489322,"gpt":0.3862657992109663,"spread":0.3395439519060731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770671,0.0002083379,0.0003507148,0.0001765461,0.0003886526,0.0009306986,0.0002072118,0.0004564941,0.003589882],"category_scores_gemma":[0.01249135,0.0002233955,0.0004278119,0.0001000608,0.0002731945,0.0004326787,0.0004628285,0.0007996275,0.000287286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163446,"about_ca_system_score_gemma":0.0004838763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004834413,"about_ca_topic_score_gemma":0.00126465,"domain_scores_codex":[0.9991934,0.0004270612,0.00007666774,0.000092708,0.000106518,0.0001036554],"domain_scores_gemma":[0.9944015,0.003423855,0.0009063444,0.0002678674,0.0002239444,0.0007764316],"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":[0.03885414,0.1084018,0.2285289,0.004853828,0.001868621,0.0003203978,0.02148919,0.0005958524,0.06540757,0.0005935563,0.003535764,0.5255502],"study_design_scores_gemma":[0.001410504,0.03793712,0.9453973,0.0005025174,0.000928889,0.0001303736,0.003262936,0.001008958,0.005248937,0.0004578466,0.003659998,0.00005454169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986302,0.0001311588,0.00011646,0.0001065524,0.00002520878,0.0001090731,0.00002298922,0.00001010609,0.0008482669],"genre_scores_gemma":[0.9973372,0.0002049852,0.001223856,0.0001177957,0.00002256514,0.0002808541,0.00003200095,0.0000063845,0.0007743549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003589882,"threshold_uncertainty_score":0.01200932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133770063","doi":"10.1017/bec.2012.2","title":"Cognitive Behavioural Analysis System of Psychotherapy for Treatment-Resistant Depression: Adaptation to a Group Modality","year":2012,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Mental Health Research Topics","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Clinical psychology; Psychology; Psychotherapist; Psychological intervention; Normative; Depression (economics); Coping (psychology); Group psychotherapy; Treatment and control groups; Cognition; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Liliane Sayegh","is_ca":true},{"name":"Kenneth D. Locke","is_ca":false},{"name":"Daniele Pistilli","is_ca":true},{"name":"J. Kim Penberthy","is_ca":false},{"name":"Eduardo Chachamovich","is_ca":true},{"name":"James P. McCullough","is_ca":false},{"name":"Gustavo Turecki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3331445797887408,"gpt":0.480021656278817,"spread":0.1468770764900763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168224,0.00031555,0.0005490145,0.0006340149,0.0002998101,0.0002458306,0.0005634092,0.0003910058,0.002978217],"category_scores_gemma":[0.001909654,0.0001348618,0.0004821715,0.0003693916,0.000326782,0.0002353,0.0008102573,0.0008302024,0.0004486125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657678,"about_ca_system_score_gemma":0.0004615445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009448922,"about_ca_topic_score_gemma":0.00138187,"domain_scores_codex":[0.9990529,0.0005301154,0.00005258827,0.00009151174,0.0002062422,0.00006653241],"domain_scores_gemma":[0.9995528,0.0002121786,0.00004547762,0.00009581658,0.00002942524,0.00006420361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004420552,0.01400081,0.003957127,0.0005729887,0.0001491745,0.0001085778,0.00106996,0.001837494,0.01886198,0.000958277,0.001757395,0.9523057],"study_design_scores_gemma":[0.03261623,0.2248601,0.5920734,0.0009129721,0.001789433,0.004011643,0.002050571,0.04204189,0.03111233,0.0151069,0.0531216,0.0003029078],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248483,0.001367822,0.05050694,0.001054902,0.0002296854,0.005977388,0.0001786901,0.0008352618,0.01500118],"genre_scores_gemma":[0.9290921,0.001060609,0.06057974,0.0005332846,0.0002066181,0.00570794,0.0001573255,0.000049488,0.002612899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002978217,"threshold_uncertainty_score":0.009963095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239644196","doi":"10.1017/bec.2012.4","title":"Client Contact in Self-Help Therapy for Anxiety and Depression: Necessary But Can Take a Variety of Forms Beside Therapist Contact","year":2012,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Anxiety; Mental health; Depression (economics); Psychology; Psychotherapist; Service (business); Variety (cybernetics); Service delivery framework; Clinical psychology; Psychiatry; Computer science; Marketing","authors":[{"name":"France Talbot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07548579225206117,"gpt":0.3686308408538317,"spread":0.2931450486017705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004962991,0.0002020558,0.001399146,0.001795169,0.0005835766,0.002285905,0.000693315,0.001507364,0.01162411],"category_scores_gemma":[0.03344879,0.0002124668,0.000850067,0.003567093,0.0005859215,0.002341817,0.001743448,0.0009388833,0.000804681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000976831,"about_ca_system_score_gemma":0.002160081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803103,"about_ca_topic_score_gemma":0.005482744,"domain_scores_codex":[0.9925603,0.004381363,0.001093309,0.0003190436,0.001498708,0.0001473584],"domain_scores_gemma":[0.9794891,0.01621318,0.002690639,0.0006794372,0.0004872711,0.0004404733],"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":[0.0006592113,0.0003872715,0.008669113,0.03300998,0.0005390372,0.0002307264,0.001717783,0.0001141212,0.0003479983,0.00172007,0.003663892,0.9489409],"study_design_scores_gemma":[0.00643664,0.007977514,0.3857087,0.2340477,0.009837742,0.008339081,0.02026609,0.001568995,0.004138366,0.0247521,0.2966535,0.0002735295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3024453,0.5777684,0.003920969,0.02228078,0.0008185192,0.001626751,0.001964955,0.0002359716,0.08893832],"genre_scores_gemma":[0.750512,0.2236983,0.01075343,0.005336986,0.0005992331,0.002023542,0.0009234831,0.00003014017,0.006122754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01162411,"threshold_uncertainty_score":0.03888649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004541782","doi":"10.1017/bec.2013.15","title":"Assessing Randomised Clinical Trials of Cognitive and Exposure Therapies for Gambling Disorders: A Systematic Review","year":2013,"lang":"en","type":"review","venue":"Behaviour Change","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"PsycINFO; Cochrane Library; Systematic review; MEDLINE; Consolidated Standards of Reporting Trials; Medicine; Randomized controlled trial; Cognition; Clinical trial; Meta-analysis; Adverse effect; Reporting bias; Psychological intervention; Clinical psychology; Psychiatry; Internal medicine","authors":[{"name":"David Smith","is_ca":false},{"name":"Kirsten I. Dunn","is_ca":false},{"name":"Peter Harvey","is_ca":false},{"name":"Malcolm Battersby","is_ca":false},{"name":"René Pols","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7466504005068653,"gpt":0.6149380383620869,"spread":0.1317123621447783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08446877,0.00291195,0.0253565,0.008382182,0.001282536,0.006092899,0.003889184,0.006108122,0.01136977],"category_scores_gemma":[0.2246394,0.002643466,0.01759957,0.007987938,0.002906287,0.006002008,0.002966582,0.00350503,0.0009662266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00939307,"about_ca_system_score_gemma":0.01651342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003924147,"about_ca_topic_score_gemma":0.0089594,"domain_scores_codex":[0.8739291,0.07340393,0.03663027,0.004378445,0.01057474,0.001083467],"domain_scores_gemma":[0.8024149,0.1517114,0.0312329,0.003781343,0.009391231,0.0014682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00387761,0.00006827523,0.0004054508,0.9358883,0.03355618,0.00006391009,0.0001599114,0.0001839896,0.0001212329,0.0004820235,0.000682665,0.02451053],"study_design_scores_gemma":[0.03143412,0.002624401,0.002470579,0.7561992,0.1907574,0.0002143337,0.0004285684,0.0005054954,0.0004278725,0.002358655,0.01246173,0.000117708],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004337369,0.9663504,0.002263791,0.001040899,0.001284951,0.02270408,0.000865389,0.00008389817,0.001069154],"genre_scores_gemma":[0.1139527,0.780753,0.0150778,0.004524233,0.0008728403,0.08273848,0.001097796,0.0000791776,0.0009040809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08446877,"threshold_uncertainty_score":0.4467189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3106559966","doi":"10.1017/bec.2020.16","title":"The Role of Self-Criticism and Shame in Body-Focused Repetitive Behaviour Symptoms","year":2020,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Shame; Clinical psychology; Self-criticism; Psychology; Cognition; Psychological intervention; Psychotherapist; Psychiatry; Social psychology","authors":[{"name":"S. Houazene","is_ca":true},{"name":"Frederick Aardema","is_ca":true},{"name":"J. Leclerc","is_ca":true},{"name":"Kieron O’Connor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01799694001025318,"gpt":0.2786793589329188,"spread":0.2606824189226656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001923229,0.0003069613,0.00037811,0.0008869683,0.0003219183,0.0007618981,0.0004249069,0.0004856014,0.001987057],"category_scores_gemma":[0.01378985,0.0002743524,0.000426871,0.0003086763,0.0009616984,0.0004707696,0.0006187464,0.0007019921,0.00008654759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117274,"about_ca_system_score_gemma":0.0003672165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501596,"about_ca_topic_score_gemma":0.001617992,"domain_scores_codex":[0.9990867,0.0005129115,0.00005796437,0.00006778576,0.0002047255,0.00006986505],"domain_scores_gemma":[0.9888537,0.00583287,0.003643278,0.0004055034,0.0005250011,0.0007395248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001635514,0.000183154,0.9891196,0.00004237568,0.00008794836,0.0002595578,0.001885642,0.0001219986,0.000741053,0.0001105425,0.00005023438,0.007234314],"study_design_scores_gemma":[0.000007717145,0.0001436724,0.9977748,0.00002235728,0.00002114983,0.0004814477,0.0009508836,0.0003213875,0.00006789478,0.0001630968,0.00003859283,0.000007100585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993118,0.0001118758,0.00008461012,0.00005379993,0.000002151271,0.000005113033,0.00001215367,0.000003347828,0.0004151741],"genre_scores_gemma":[0.9998617,0.00002413263,0.00004596256,0.000006016231,0.000001960554,0.000002550182,0.000008987621,5.803649e-7,0.00004815553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987057,"threshold_uncertainty_score":0.01017118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116855481","doi":"10.1017/bec.2013.22","title":"CBT Guided Self-Help Compares Favourably to Gold Standard Therapist-Administered CBT and Shows Unique Benefits Over Traditional Treatment","year":2013,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Gold standard (test); PsycINFO; Psychotherapist; Anxiety; Bulimia nervosa; Eating disorders; Psychological intervention; Clinical psychology; Psychology; Personality disorders; Depression (economics); Personality; Medicine; Psychiatry; MEDLINE; Social psychology","authors":[{"name":"Margaret Priemer","is_ca":true},{"name":"France Talbot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2039403168061402,"gpt":0.3842361128303599,"spread":0.1802957960242197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002731313,0.0002993739,0.00091118,0.00114465,0.0003809718,0.001137378,0.0006181025,0.0009149348,0.01425261],"category_scores_gemma":[0.01111309,0.0001425832,0.0007801426,0.0009311599,0.0003524754,0.0006761238,0.0006383683,0.000879429,0.001392091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447503,"about_ca_system_score_gemma":0.001415982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190367,"about_ca_topic_score_gemma":0.004242695,"domain_scores_codex":[0.9969227,0.001270385,0.0002064224,0.0002728184,0.001228084,0.00009957651],"domain_scores_gemma":[0.9951361,0.003691947,0.0005160937,0.0002427491,0.000226151,0.000187119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.001869278,0.002697641,0.004774862,0.005243382,0.0006049247,0.00007681842,0.0004952904,0.0004584737,0.001435418,0.001549077,0.008549466,0.9722454],"study_design_scores_gemma":[0.02208443,0.04336699,0.601844,0.03889194,0.005939915,0.006469173,0.003866934,0.01023028,0.01012449,0.02021817,0.2366108,0.0003529112],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5329176,0.1575802,0.03068918,0.009765778,0.003438691,0.008970679,0.002239422,0.00381656,0.2505818],"genre_scores_gemma":[0.903325,0.03881279,0.03025289,0.005131935,0.001092841,0.002871602,0.000955022,0.0002581452,0.01729978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425261,"threshold_uncertainty_score":0.04767972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923146675","doi":"10.1017/bec.2019.7","title":"The Impact of the Triple P Seminar Series on Canadian Parents’ Use of Physical Punishment, Non-Physical Punishment and Non-Punitive Responses","year":2019,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; McGill University; McGill University Health Centre","funders":"","keywords":"Punitive damages; Punishment (psychology); Psychology; Corporal punishment; Intervention (counseling); Developmental psychology; Social psychology; Psychiatry; Political science; Law","authors":[{"name":"Miriam González","is_ca":true},{"name":"Christine A. Ateah","is_ca":true},{"name":"Joan E. Durrant","is_ca":true},{"name":"Steven Feldgaier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04628237893095982,"gpt":0.3176782222280182,"spread":0.2713958432970583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001657985,0.0002793768,0.0002565149,0.0003490862,0.001526972,0.0004196949,0.0007667786,0.000288075,0.003616134],"category_scores_gemma":[0.008773496,0.0001966167,0.0002955564,0.0004121081,0.0004398989,0.0001915514,0.0006760661,0.0006697985,0.000144648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006144282,"about_ca_system_score_gemma":0.01264436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6836065,"about_ca_topic_score_gemma":0.8476415,"domain_scores_codex":[0.999001,0.0002393733,0.00003287281,0.00006720317,0.0003687153,0.000290907],"domain_scores_gemma":[0.9951028,0.001194592,0.0007892382,0.0001703545,0.000760863,0.001982151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003408073,0.01120756,0.5338928,0.0006174737,0.0001553388,0.001056896,0.03724434,0.0008693237,0.008005886,0.0008045917,0.01476455,0.3879731],"study_design_scores_gemma":[0.00006309539,0.001126967,0.9906932,0.00007318216,0.00003058776,0.00004204045,0.005048228,0.0001974888,0.0005698848,0.00004423818,0.002093937,0.00001723988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974961,0.00007023556,0.0000452109,0.000183363,0.00001661887,0.00004714497,0.00009436799,0.00001221677,0.002034637],"genre_scores_gemma":[0.9983833,0.0001279417,0.0003194591,0.00004507435,0.000007294146,0.00006706562,0.00009516305,0.000002632243,0.0009521148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163935,"threshold_uncertainty_score":0.6365136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809110413","doi":"10.1017/bec.2018.14","title":"Facilitating the Dissemination of iCBT for the Treatment of Anxiety and Depression: A Feasibility Study","year":2018,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina; Université de Moncton","funders":"Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Anxiety; Attrition; Depression (economics); Clinical psychology; Mental health; Quality of life (healthcare); Psychology; Dissemination; Medicine; Psychiatry; Psychotherapist","authors":[{"name":"Daniella DaPonte","is_ca":true},{"name":"France Talbot","is_ca":true},{"name":"Nickolai Titov","is_ca":false},{"name":"Blake F. Dear","is_ca":false},{"name":"Heather D. Hadjistavropoulos","is_ca":true},{"name":"Thomas Hadjistavropoulos","is_ca":true},{"name":"Jalila Jbilou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1776985182921759,"gpt":0.475723360494467,"spread":0.2980248422022911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01787562,0.0008319684,0.0006497942,0.001172902,0.001583734,0.001121512,0.001045762,0.001671532,0.003720817],"category_scores_gemma":[0.01854082,0.0005343197,0.001172893,0.0007039859,0.0009867653,0.001307408,0.001309263,0.001051589,0.000428763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393279,"about_ca_system_score_gemma":0.005486355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866123,"about_ca_topic_score_gemma":0.0082414,"domain_scores_codex":[0.9890043,0.007831681,0.0005452492,0.000343426,0.001012785,0.001262491],"domain_scores_gemma":[0.9910222,0.005407106,0.0007324722,0.000688153,0.001022075,0.001127946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.0396685,0.4658286,0.06924108,0.004616734,0.0005176533,0.002039859,0.02888578,0.001595863,0.01106968,0.001078914,0.001111261,0.3743461],"study_design_scores_gemma":[0.04324074,0.7189573,0.208664,0.0007281723,0.0008364171,0.000720607,0.01442609,0.002295857,0.004744851,0.0004958884,0.00472339,0.0001667233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810477,0.0001172667,0.000935753,0.0001357951,0.00001706845,0.01657193,0.00009694829,0.00001604699,0.001061523],"genre_scores_gemma":[0.9740724,0.0004718817,0.006745284,0.0002386035,0.00004996804,0.01773031,0.000173021,0.000007537257,0.0005110616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01787562,"threshold_uncertainty_score":0.09453648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308462471","doi":"10.1017/bec.2022.21","title":"Why Use Cannabis? Examining Motives for Cannabis Use in Individuals with Anxiety Disorders","year":2022,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Cannabis; Anxiety; Psychiatry; Clinical psychology; Distress; Coping (psychology); Psychology; Mental health; Population; Feeling; Medicine; Social psychology; Environmental health","authors":[{"name":"Mélise J. Ouellette","is_ca":true},{"name":"Karen Rowa","is_ca":true},{"name":"Duncan H. Cameron","is_ca":true},{"name":"Ashleigh Elcock","is_ca":true},{"name":"Noam Soreni","is_ca":true},{"name":"Elizabeth J. Pawluk","is_ca":true},{"name":"Randi E. McCabe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08023325585758946,"gpt":0.3121830773600284,"spread":0.231949821502439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035506,0.0002492936,0.0003208674,0.001217337,0.0006434378,0.0009139486,0.0002622551,0.0004095442,0.001446774],"category_scores_gemma":[0.00400731,0.0002621623,0.0006939903,0.0005981985,0.0003161381,0.0004856507,0.0005961129,0.0005803483,0.0001365533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061065,"about_ca_system_score_gemma":0.000410901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004116352,"about_ca_topic_score_gemma":0.01202581,"domain_scores_codex":[0.9995854,0.0001359043,0.00005592777,0.00003517971,0.0001103983,0.00007728366],"domain_scores_gemma":[0.9982973,0.0004233052,0.0008351906,0.0000493126,0.0001648812,0.0002301142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005181964,0.00008197976,0.9947718,0.00003857842,0.0000619971,0.0000340195,0.0004005721,0.00001593276,0.0001992742,0.00003961145,0.00005358688,0.004250808],"study_design_scores_gemma":[0.000003094877,0.0000807277,0.9983602,0.00002663473,0.00003376872,0.0001510825,0.0009885334,0.0001141674,0.00004253872,0.00004703571,0.0001481621,0.000004003438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992666,0.00023379,0.00004172241,0.00006183302,0.000003971576,0.00001781895,0.00004164108,0.00000120282,0.000331547],"genre_scores_gemma":[0.999402,0.0002232249,0.0001661246,0.00002622899,0.000005100131,0.00001169903,0.00005401651,7.284628e-7,0.0001108281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004116352,"threshold_uncertainty_score":0.008184791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231512047","doi":"10.1375/bech.28.2.57","title":"FRIENDS Parent Project: Effectiveness of Parent Training in Reducing Parent Anxiety in a Universal Prevention Program for Anxiety Symptoms in School Children","year":2011,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Worry; Anxiety; Clinical psychology; Psychology; Intervention (counseling); Parent training; Mental health; Psychiatry","authors":[{"name":"Marnie Fukushima-Flores","is_ca":true},{"name":"Lynn D. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08736369158159195,"gpt":0.342838471460631,"spread":0.255474779879039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455064,0.0004513536,0.0004380418,0.0003929495,0.0005653567,0.0002335964,0.0006284881,0.0003808409,0.003045783],"category_scores_gemma":[0.003251392,0.0003061278,0.0005350992,0.0002192601,0.0002482919,0.0003256351,0.0006276581,0.0005666691,0.0001613377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004561698,"about_ca_system_score_gemma":0.001232954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008098076,"about_ca_topic_score_gemma":0.01420908,"domain_scores_codex":[0.9990634,0.0005405301,0.00005687401,0.0001018717,0.0001088298,0.0001284027],"domain_scores_gemma":[0.9987068,0.0004247058,0.000222766,0.0001210103,0.00005601718,0.0004686434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02207225,0.1253027,0.1147862,0.00167724,0.0008395779,0.000768373,0.004334978,0.001429421,0.007220034,0.0002110982,0.002731775,0.7186263],"study_design_scores_gemma":[0.01439233,0.1365607,0.8333704,0.0004910266,0.001477064,0.0006025942,0.001651584,0.002508145,0.006093716,0.00009271046,0.002706871,0.00005273865],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990525,0.0001781134,0.0001615477,0.00005120355,0.00001041341,0.0001873302,0.00004237392,0.00004342966,0.0002731662],"genre_scores_gemma":[0.9955195,0.0005226152,0.002638255,0.00004950081,0.00002303908,0.0005542995,0.0001236349,0.000007479116,0.0005615521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008098076,"threshold_uncertainty_score":0.01610184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017066382","doi":"10.1017/bec.2020.4","title":"Treatment Integrity and Social Validity of the FRIENDS for Life Programme in a Northeastern Canadian School System","year":2020,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Prosocial behavior; Anxiety; Context (archaeology); Psychology; Clinical psychology; Social anxiety; Medicine; Developmental psychology; Psychiatry","authors":[{"name":"Susan Doyle","is_ca":false},{"name":"Sarah E. Francis","is_ca":false},{"name":"Rhonda Joy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1766779434030636,"gpt":0.3158755694185587,"spread":0.1391976260154952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006266564,0.0003437793,0.0008976118,0.001465138,0.01018322,0.002187985,0.002433196,0.0005741414,0.003143809],"category_scores_gemma":[0.01334935,0.0004739544,0.0008572895,0.003289537,0.002262174,0.0007425807,0.002453126,0.001569593,0.000206557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08908188,"about_ca_system_score_gemma":0.1415721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945953,"about_ca_topic_score_gemma":0.9981375,"domain_scores_codex":[0.9901546,0.002001809,0.000384617,0.0009384903,0.003825657,0.002694826],"domain_scores_gemma":[0.9837373,0.001346164,0.002514634,0.0006368015,0.007962696,0.003802325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009202618,0.001588191,0.815874,0.0005640197,0.000229916,0.0002209845,0.02471932,0.0005300989,0.0008125966,0.001301635,0.01085271,0.1423862],"study_design_scores_gemma":[0.000062511,0.0003007453,0.9861196,0.000210598,0.00007789139,0.00002415104,0.009090807,0.000354287,0.0002135683,0.00008162301,0.003428398,0.00003580338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987646,0.0008247283,0.0002918597,0.002438526,0.00005269665,0.0004577074,0.001773253,0.00002601345,0.006489184],"genre_scores_gemma":[0.9965591,0.000352614,0.0005629176,0.0003479838,0.00001033945,0.0001495627,0.0007050296,0.00000984518,0.00130259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08908188,"threshold_uncertainty_score":0.6463373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973654757","doi":"10.1375/bech.20.2.117.24839","title":"Willingness, Confidence, and Knowledge to Work with Adolescent Sex Offenders: An Evaluation of Training Workshops","year":2003,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Workforce; Mental health; Psychological intervention; Psychology; Work (physics); Population; Training (meteorology); Medical education; Clinical psychology; Applied psychology; Medicine; Psychiatry; Environmental health; Engineering; Political science","authors":[{"name":"Mark R. Dadds","is_ca":false},{"name":"Stephen Smallbone","is_ca":true},{"name":"Ian A Nisbet","is_ca":true},{"name":"Julie Dombrowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.343009762409171,"gpt":0.4360107440149981,"spread":0.09300098160582715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006960117,0.0005374866,0.000689723,0.0006718426,0.001104733,0.0007447372,0.0008858298,0.0007604492,0.002724675],"category_scores_gemma":[0.01302324,0.0005810061,0.001003219,0.0004345499,0.0006200011,0.0007502075,0.0008776125,0.001425804,0.0003049806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009843188,"about_ca_system_score_gemma":0.001667344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002139288,"about_ca_topic_score_gemma":0.003229557,"domain_scores_codex":[0.9967576,0.001652754,0.0002895038,0.0001557003,0.0006240283,0.0005204849],"domain_scores_gemma":[0.9888548,0.005778586,0.001486874,0.0004929927,0.0008281659,0.002558593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.02749026,0.3634876,0.2291698,0.002040303,0.0005673416,0.0005519054,0.02324033,0.002108275,0.005026426,0.0002294346,0.001345533,0.3447429],"study_design_scores_gemma":[0.006196355,0.2782015,0.6937326,0.0004832231,0.0004287288,0.000188548,0.01034943,0.001987402,0.00545819,0.0001984517,0.002666509,0.0001090671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992053,0.00002186697,0.00003824583,0.00002565319,0.000006764749,0.0003834094,0.00002234336,0.000003747178,0.0002926092],"genre_scores_gemma":[0.9971384,0.00013643,0.0006623538,0.00004873838,0.00002220554,0.0014572,0.00006916795,0.000002341147,0.0004632449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006960117,"threshold_uncertainty_score":0.03680909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981131581","doi":"10.1017/bec.2019.17","title":"Outcome of CBT for Problematic Hoarding in a Naturalistic Setting: Impact on Symptoms and Distress Tolerance","year":2019,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Hoarding (animal behavior); Hoarding disorder; Distress; Clinical psychology; Cognition; Psychology; Naturalistic observation; Medicine; Psychiatry; Internal medicine; Social psychology","authors":[{"name":"Karen Rowa","is_ca":true},{"name":"Duncan H. Cameron","is_ca":true},{"name":"Noam Soreni","is_ca":true},{"name":"Joelle LeMoult","is_ca":true},{"name":"Randi E. McCabe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03091605670234199,"gpt":0.3560364921485738,"spread":0.3251204354462318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001107428,0.0002096459,0.000420084,0.0002062346,0.0004093735,0.0003084295,0.0002141095,0.0003537767,0.001516035],"category_scores_gemma":[0.003800659,0.0001229178,0.0003280953,0.0001490537,0.0003821789,0.0001945987,0.0003272073,0.0006189476,0.0001125384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006197814,"about_ca_system_score_gemma":0.0005387926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171303,"about_ca_topic_score_gemma":0.002353891,"domain_scores_codex":[0.9993752,0.0003673311,0.00003493976,0.00005320071,0.00006457842,0.0001048253],"domain_scores_gemma":[0.9988954,0.0003487658,0.0003218762,0.00008909863,0.00006516091,0.0002796962],"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":[0.09326845,0.1401781,0.2380044,0.001167276,0.001003542,0.001227035,0.008892157,0.002660407,0.05042918,0.0004268856,0.003045488,0.459697],"study_design_scores_gemma":[0.01193335,0.07743647,0.8995802,0.00009999829,0.0002311482,0.0004850849,0.001651342,0.002198947,0.004658249,0.0003735589,0.001291444,0.00006013339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994142,0.00004167441,0.00006421308,0.00003465817,0.000005860095,0.0000808372,0.00002060602,0.000006905459,0.0003311112],"genre_scores_gemma":[0.9994782,0.00002599907,0.0001974907,0.00002515861,0.000005495986,0.000099727,0.0000230816,0.00000119262,0.0001437564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00171303,"threshold_uncertainty_score":0.005856693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335081679","doi":"10.1017/bec.2013.32","title":"Effect of Comorbid Depression on Cognitive Behavioural Group Therapy for Social Anxiety Disorder","year":2014,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Social anxiety; Anxiety; Depression (economics); Psychology; Clinical psychology; Psychiatry; Group psychotherapy; Depressive symptoms; Cognition; Cognitive behavioral therapy","authors":[{"name":"Joelle LeMoult","is_ca":true},{"name":"Karen Rowa","is_ca":true},{"name":"Martin M. Antony","is_ca":true},{"name":"Susan Chudzik","is_ca":true},{"name":"Randi E. McCabe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07542137586076572,"gpt":0.3853047840973085,"spread":0.3098834082365427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006160288,0.0002616464,0.0006529609,0.0002744138,0.0005373225,0.0002175399,0.0001859642,0.0003043074,0.001765774],"category_scores_gemma":[0.002652552,0.0001249543,0.0006352272,0.0002258707,0.0002004971,0.0001525641,0.0003670403,0.000576459,0.0001246076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649382,"about_ca_system_score_gemma":0.0005417441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005274649,"about_ca_topic_score_gemma":0.01116498,"domain_scores_codex":[0.9995514,0.0001890335,0.00003884667,0.00003129173,0.00008625829,0.0001032259],"domain_scores_gemma":[0.9989607,0.0003313191,0.0001382758,0.00005360938,0.00007062524,0.0004455053],"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":[0.1376342,0.06794471,0.1892792,0.001006881,0.001925559,0.0009040983,0.00130982,0.002114225,0.01034976,0.0002116754,0.002011567,0.5853083],"study_design_scores_gemma":[0.01327971,0.115942,0.8645443,0.0001433132,0.0006546726,0.0004853487,0.0005327468,0.001897256,0.001066854,0.0001756421,0.001252803,0.00002538158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987913,0.0002790604,0.00003161257,0.00005620177,0.0000198588,0.00007362341,0.00003004408,0.000007967549,0.0007102886],"genre_scores_gemma":[0.9993876,0.0001343934,0.000160138,0.00004695076,0.00001436795,0.00005848163,0.00005924824,6.736684e-7,0.0001381296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274649,"threshold_uncertainty_score":0.01048791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801288619","doi":"10.1017/bec.2018.8","title":"The Sensitivity of Three Versions of the Padua Inventory to Measuring Treatment Outcome and Their Relationship to the Yale-Brown Obsessive Compulsive Scale","year":2018,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; Fonds de recherche du Québec; Yale University","keywords":"Psychology; Scale (ratio); Outcome (game theory); Obsessive compulsive; Clinical psychology; Physics; Mathematics","authors":[{"name":"Louis‐Philippe Baraby","is_ca":true},{"name":"Jean‐Sébastien Audet","is_ca":true},{"name":"Frederick Aardema","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1134986554385973,"gpt":0.3224599126068142,"spread":0.2089612571682169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02509737,0.0004350386,0.0006913465,0.001908912,0.0004440054,0.001377216,0.0006350789,0.0006413485,0.0006543233],"category_scores_gemma":[0.07623222,0.000412168,0.001143209,0.001291926,0.001253949,0.0009128994,0.002077411,0.001564337,0.0002016726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009783976,"about_ca_system_score_gemma":0.0006199193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671741,"about_ca_topic_score_gemma":0.002037194,"domain_scores_codex":[0.9724739,0.01552162,0.003001536,0.001759741,0.006474594,0.0007686919],"domain_scores_gemma":[0.917012,0.05690822,0.01511985,0.004381639,0.005374172,0.001204078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005585141,0.0001584802,0.9694671,0.00008709427,0.0009496999,0.00004592221,0.0009023483,0.0006031846,0.0006863702,0.0002323152,0.0001844692,0.02612448],"study_design_scores_gemma":[0.00002641029,0.0005081404,0.9958439,0.00004026083,0.00015259,0.0002073795,0.0003437847,0.001358865,0.0006240062,0.0003955042,0.0004729121,0.0000261479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895374,0.001587697,0.003184316,0.0002146701,0.00008535397,0.0002034205,0.0002353673,0.0000234501,0.004928362],"genre_scores_gemma":[0.9975464,0.0001725322,0.001525184,0.00008557148,0.00002042367,0.0001436702,0.0002643793,0.000008621224,0.0002331829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509737,"threshold_uncertainty_score":0.1327292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333353972","doi":"10.1017/bec.2014.30","title":"Impact of Self-Help Schema Therapy on Psychological Distress and Early Maladaptive Schemas: A Randomised Controlled Trial","year":2015,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"Université de Moncton","keywords":"Schema (genetic algorithms); Distress; Clinical psychology; Cognitive behaviour therapy; Psychological therapy; Psychology; Cognitive therapy; Randomized controlled trial; Anxiety; Psychotherapist; Medicine; Cognition; Psychiatry; Internal medicine","authors":[{"name":"Margaret Priemer","is_ca":true},{"name":"France Talbot","is_ca":true},{"name":"Douglas J. French","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1750787533587628,"gpt":0.443783819916905,"spread":0.2687050665581422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720298,0.001175402,0.003713163,0.00105226,0.0005873831,0.001030471,0.001325592,0.00320741,0.009085466],"category_scores_gemma":[0.004147307,0.0006341778,0.002678438,0.0008583852,0.001344753,0.001301746,0.0006380375,0.002426052,0.0007089738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008157254,"about_ca_system_score_gemma":0.001540439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321367,"about_ca_topic_score_gemma":0.001712046,"domain_scores_codex":[0.9983289,0.001035205,0.000156817,0.0002016872,0.0001297425,0.0001476462],"domain_scores_gemma":[0.9985321,0.0006471199,0.0002671583,0.0001330895,0.00007631174,0.0003443531],"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":[0.9479001,0.01154943,0.0006357639,0.003169366,0.001530506,0.00006855647,0.0001499271,0.0002971957,0.0009112644,0.0002122204,0.0006047713,0.03297102],"study_design_scores_gemma":[0.9738336,0.02426659,0.0008557312,0.0001114284,0.000260813,0.00001466626,0.00002875806,0.0001910871,0.0001003897,0.000110047,0.0002186487,0.00000831837],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627979,0.01133538,0.001054946,0.001097862,0.0009933588,0.01934961,0.0008871895,0.000223715,0.002259998],"genre_scores_gemma":[0.9522942,0.006049981,0.00375757,0.001149185,0.0004591786,0.03293749,0.0005084433,0.00002216128,0.002821669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009085466,"threshold_uncertainty_score":0.03039396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133506194","doi":"10.1017/bec.2021.5","title":"A Preliminary Exploration of Behaviours Associated with Negative Urgency in Individuals High and Low in Chronic Worry","year":2021,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Worry; Psychology; Clinical psychology; Harm; Interpersonal communication; Anxiety; Psychiatry; Social psychology","authors":[{"name":"Bailee L. Malivoire","is_ca":true},{"name":"Kathleen E. Stewart","is_ca":true},{"name":"Naomi Koerner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08472010330191534,"gpt":0.3412492849461507,"spread":0.2565291816442353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115186,0.0001810652,0.0003051266,0.0006901783,0.0005861639,0.000921535,0.0001741691,0.0003766971,0.001728775],"category_scores_gemma":[0.00411564,0.0001748322,0.0004496207,0.0004360203,0.0004619609,0.0004662081,0.0007289157,0.0006661828,0.0001362159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281832,"about_ca_system_score_gemma":0.0003114838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629907,"about_ca_topic_score_gemma":0.005524909,"domain_scores_codex":[0.9995814,0.0001744985,0.00004745631,0.00004032254,0.00006739051,0.00008890119],"domain_scores_gemma":[0.9983441,0.0005752361,0.0005715442,0.00009661666,0.0001742001,0.0002383855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004222096,0.0004176697,0.9466265,0.0002553637,0.00008075247,0.0002696299,0.02135358,0.00004606564,0.003412683,0.0001629287,0.0002348479,0.02671763],"study_design_scores_gemma":[0.00001276002,0.0004841312,0.9846042,0.00003385371,0.00002080501,0.0003348477,0.01358535,0.0001091659,0.0001865671,0.0001397692,0.0004786143,0.00001003854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993766,0.00006255757,0.00007987046,0.00005234038,0.00000290787,0.0000270456,0.00003916878,0.000001373452,0.000358209],"genre_scores_gemma":[0.9993482,0.00006141282,0.0002994711,0.00003483478,0.000003162719,0.00003874636,0.00004856463,7.402574e-7,0.0001648354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001728775,"threshold_uncertainty_score":0.00589776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214925219","doi":"10.1017/bec.2021.25","title":"Positive Beliefs about Post-Event Processing in Social Anxiety Disorder","year":2021,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Toronto Metropolitan University","funders":"","keywords":"Psychology; Social anxiety; Confirmatory factor analysis; Clinical psychology; Agoraphobia; Panic disorder; Convergent validity; Exploratory factor analysis; Anxiety; Discriminant validity; Anxiety disorder; Structural equation modeling; Internal consistency; Psychometrics; Psychiatry","authors":[{"name":"Ariella P. Lenton‐Brym","is_ca":true},{"name":"Olivia Provost-Walker","is_ca":true},{"name":"Virginia Tsekova","is_ca":true},{"name":"Randi E. McCabe","is_ca":true},{"name":"Karen Rowa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05445955414069568,"gpt":0.3705808142711968,"spread":0.3161212601305011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164281,0.0002667344,0.0002065221,0.0004476283,0.0002754891,0.0005332101,0.0002367424,0.0002778979,0.001745116],"category_scores_gemma":[0.006074579,0.0001643263,0.0003078804,0.000236675,0.0003018533,0.0002946069,0.0004381214,0.0007264695,0.0001204213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950649,"about_ca_system_score_gemma":0.0002820873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374468,"about_ca_topic_score_gemma":0.003426636,"domain_scores_codex":[0.9994808,0.0001735679,0.00005204876,0.00004461734,0.0001975683,0.0000514623],"domain_scores_gemma":[0.9956044,0.001437421,0.002006627,0.0001628516,0.0004674897,0.0003211993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000235676,0.0004666336,0.9571356,0.0001454954,0.0001562773,0.0001096457,0.001931155,0.0001363559,0.001722707,0.00008740385,0.0003572369,0.03751587],"study_design_scores_gemma":[0.000007188912,0.0001658874,0.9986469,0.00002099351,0.0000217887,0.0001279046,0.0004838782,0.0001471361,0.0001204044,0.00007383015,0.0001788411,0.000005210052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986229,0.0001626577,0.0001367341,0.00008211251,0.000005964001,0.00002761073,0.00006736108,0.000004079125,0.0008907149],"genre_scores_gemma":[0.9995407,0.00009816024,0.0001505746,0.00002740965,0.000004916875,0.0000140181,0.00005777646,6.835646e-7,0.0001057771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001745116,"threshold_uncertainty_score":0.006157398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}