{"meta":{"query_hash":"0b135b5f9c8c","filters":{"venue":"Clinical Psychologist"},"cohort_total":11,"direct_labels_cover":1,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0b135b5f9c8c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Clinical+Psychologist"},"results":[{"id":"W1550412783","doi":"10.1111/cp.12048","title":"The trajectory of maternal and paternal fatigue and factors associated with fatigue across the transition to parenthood","year":2014,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Saskatchewan Health Research Foundation","keywords":"Psychological intervention; Depression (economics); Intervention (counseling); Medicine; Psychology; Clinical psychology; Chronic fatigue; Depressive symptoms; Developmental psychology; Cognition; Psychiatry; Chronic fatigue syndrome","score_opus":0.13583417180987994,"score_gpt":0.4330197363763005,"score_spread":0.29718556456642053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550412783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963961,0.00017508233,0.00041226824,0.0020633796,0.00037384703,0.00036787146,0.00003875509,0.000023256245,0.00014939527],"genre_scores_gemma":[0.99873453,0.00016282924,0.0000329371,0.00086686114,0.00008284831,0.00001692187,0.0000068843515,0.000011828089,0.00008436943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985587,0.0002718311,0.0004903336,0.00024788105,0.00018094067,0.00025028686],"domain_scores_gemma":[0.9986779,0.0006805272,0.00018057357,0.00023409515,0.000042498188,0.00018440913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010214315,0.0001340965,0.0002821725,0.000012566489,0.00020556741,0.000030302954,0.00011303639,0.000104418104,0.000008401913],"category_scores_gemma":[0.00020417332,0.00006239176,0.000052194133,0.000052684038,0.00054427446,0.000029268778,0.00002464057,0.0002876885,0.0000014277375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011632518,0.00015015874,0.9870542,0.00017156718,0.00006297923,0.000004441562,0.0007775357,0.0000031241418,0.00003783191,0.00005509041,0.00006860754,0.010451205],"study_design_scores_gemma":[0.0014288663,0.0018383659,0.9946968,0.0010496477,0.0000346371,0.000012620759,0.0001477388,0.00003442284,0.00040686296,0.00011075077,0.00016636954,0.000072915434],"about_ca_topic_score_codex":0.000060150374,"about_ca_topic_score_gemma":0.00010300912,"teacher_disagreement_score":0.01037829,"about_ca_system_score_codex":0.000010861482,"about_ca_system_score_gemma":0.000010746037,"threshold_uncertainty_score":0.2544262},"labels":[],"label_agreement":null},{"id":"W2742820584","doi":"10.1111/cp.12134","title":"Alexithymia in parents and adolescents with generalised anxiety disorder","year":2017,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Schedule for Affective Disorders and Schizophrenia; Psychology; Anxiety; Clinical psychology; Psychiatry","score_opus":0.06796302074449613,"score_gpt":0.4082978993856437,"score_spread":0.3403348786411476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742820584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875716,0.00023931701,0.000060177914,0.001850434,0.00034023778,0.0004489612,0.000007498737,0.00003194109,0.009449831],"genre_scores_gemma":[0.99667954,0.0009240303,0.000730158,0.0011401823,0.00008145999,0.000028927896,0.000012986753,0.000021789681,0.00038089507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985622,0.000054756892,0.0004238087,0.0005265222,0.00015401874,0.00027865206],"domain_scores_gemma":[0.99858135,0.000020991962,0.00020697873,0.0009529444,0.000026798092,0.00021092602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025013593,0.00019450377,0.00042880874,0.000037210037,0.00013507703,0.00005648017,0.0002111652,0.00016048198,0.00002931626],"category_scores_gemma":[0.0001600247,0.00012868243,0.00008234504,0.00004757257,0.0006342291,0.000085242566,0.000057281923,0.0002525548,0.00004298655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078468927,0.0017367644,0.9805041,0.000043226417,0.000051841074,0.000055798188,0.000031427193,1.7281639e-7,0.0000043362315,0.00002594283,0.0006277428,0.01613396],"study_design_scores_gemma":[0.013262894,0.00052932254,0.9827091,0.0009780957,0.00003495478,0.000020082425,0.000052705647,0.000045596826,0.0000013581076,0.00052147795,0.0016973891,0.00014702743],"about_ca_topic_score_codex":0.00011494414,"about_ca_topic_score_gemma":0.00015960723,"teacher_disagreement_score":0.015986934,"about_ca_system_score_codex":0.000013787509,"about_ca_system_score_gemma":0.000020786878,"threshold_uncertainty_score":0.5247517},"labels":[],"label_agreement":null},{"id":"W3025559259","doi":"10.1111/cp.12219","title":"Can self‐esteem be improved using short daily training on mobile applications? Examining real world data of<scp>GG</scp>Self‐esteem users","year":2020,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Self-esteem; Mood; Psychology; Clinical psychology; mHealth; Distress; Cognition; Psychological intervention; Psychiatry","score_opus":0.5017374547098663,"score_gpt":0.5332714869999015,"score_spread":0.03153403229003515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025559259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92850924,0.0001296062,0.00077582744,0.001810472,0.0028331736,0.0025997497,0.0012572666,0.0008661379,0.061218552],"genre_scores_gemma":[0.9856704,0.00003142789,0.007986596,0.003924239,0.0008127704,0.0003796484,0.00039264528,0.0001298607,0.0006724059],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931362,0.0006129452,0.0027658062,0.0021190536,0.0004013644,0.0009645786],"domain_scores_gemma":[0.99286395,0.0025681502,0.0009617085,0.0026717565,0.000122041994,0.0008124012],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019904326,0.000511651,0.0010901298,0.0002114769,0.00023447853,0.00011383379,0.0020201283,0.00040494956,0.000077401986],"category_scores_gemma":[0.0006697501,0.0005343783,0.00032854022,0.0010896137,0.00082227914,0.00034223974,0.00050948776,0.0015069589,0.00020706408],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001803965,0.042483307,0.27196372,0.0011897313,0.0034118472,0.00040012915,0.012114404,0.00016291576,0.0014379593,0.024538262,0.08863187,0.5518619],"study_design_scores_gemma":[0.0123620685,0.03763587,0.5134211,0.0010881663,0.001343088,0.00015089523,0.03032014,0.00431108,0.00023197156,0.0013486814,0.3954865,0.0023004329],"about_ca_topic_score_codex":0.00020351114,"about_ca_topic_score_gemma":0.0002933058,"teacher_disagreement_score":0.54956144,"about_ca_system_score_codex":0.00016389936,"about_ca_system_score_gemma":0.00016633826,"threshold_uncertainty_score":0.9997108},"labels":[],"label_agreement":null},{"id":"W4252515503","doi":"10.1080/13284207.2021.1923126","title":"Can self-esteem be improved using short daily training on mobile applications? Examining real world data of GG Self-esteem users","year":2021,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Self-esteem; Mood; Psychology; Clinical psychology; mHealth; Distress; Psychological intervention; Psychiatry","score_opus":0.3509793110870439,"score_gpt":0.5069484153226061,"score_spread":0.15596910423556226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252515503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728986,0.000062291256,0.00020165676,0.0024386237,0.0010824628,0.001032308,0.0001450971,0.0008409462,0.021298008],"genre_scores_gemma":[0.9802012,0.00032806935,0.017064827,0.0013201315,0.000463433,0.000043838154,0.00007249683,0.00004805085,0.00045793975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954887,0.00068906427,0.0012472766,0.0012969061,0.00050075806,0.00077727303],"domain_scores_gemma":[0.99552256,0.0010605761,0.000583305,0.002298111,0.0001985358,0.00033693467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036506585,0.0002944621,0.0007432347,0.0001582771,0.0005445606,0.00011411001,0.0019052129,0.0005443919,0.000045029527],"category_scores_gemma":[0.0014006759,0.00031281795,0.00015663695,0.0011989423,0.0017066805,0.00026849596,0.00042521072,0.0012221483,0.000015727046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003111996,0.009934521,0.76152927,0.00012096113,0.00073511974,0.00015724714,0.005464241,0.000044775734,0.0029661595,0.004731363,0.006978639,0.20702648],"study_design_scores_gemma":[0.005596642,0.0027937447,0.78041434,0.000562696,0.00081293506,0.00003687286,0.05730306,0.0013708797,0.00051450945,0.001235063,0.14679825,0.0025610179],"about_ca_topic_score_codex":0.0006491029,"about_ca_topic_score_gemma":0.0044727577,"teacher_disagreement_score":0.20446546,"about_ca_system_score_codex":0.00025961234,"about_ca_system_score_gemma":0.00066316297,"threshold_uncertainty_score":0.9999324},"labels":[],"label_agreement":null},{"id":"W4280628366","doi":"10.1080/13284207.2022.2061341","title":"Integrated group treatment for anxiety disorders: a transdiagnostic effectiveness and feasibility study in a mental health hospital setting","year":2022,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Anxiety; Mental health; Clinical psychology; Quality of life (healthcare); Depression (economics); Intervention (counseling); Attrition; Psychological intervention; Psychology; Outpatient clinic; Medicine; Psychiatry; Psychotherapist","score_opus":0.10790423087923658,"score_gpt":0.48124813700769387,"score_spread":0.3733439061284573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280628366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791288,0.004156332,0.0014123293,0.0016420304,0.0034815876,0.008922065,0.00078384706,0.00016989409,0.0003031167],"genre_scores_gemma":[0.9890831,0.004306711,0.00039124142,0.00042182536,0.00013725883,0.005279186,0.0002613145,0.000067796434,0.000051550887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924996,0.003159048,0.0011840344,0.0021292197,0.0002735831,0.00075455155],"domain_scores_gemma":[0.9951041,0.0034773014,0.00042376798,0.0006529021,0.000073519186,0.0002684499],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038636662,0.00051922846,0.0009377966,0.0002909049,0.0005983574,0.000053618165,0.00038284867,0.0001780369,0.00021944662],"category_scores_gemma":[0.0010977433,0.00045070142,0.00032600918,0.001061441,0.00047183508,0.00011730561,0.00013173278,0.0006613402,0.000012955065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002421465,0.02804518,0.6365759,0.000025756925,0.00018941393,0.000008261777,0.00333929,0.0000014695371,0.0000013784116,0.000028763487,0.00096666085,0.32839647],"study_design_scores_gemma":[0.021735638,0.025930215,0.9198341,0.000037261765,0.00007058299,0.000011085999,0.016340604,0.000018973313,6.696929e-7,0.0013553904,0.014258285,0.00040721838],"about_ca_topic_score_codex":0.00072114216,"about_ca_topic_score_gemma":0.00075066206,"teacher_disagreement_score":0.32798925,"about_ca_system_score_codex":0.00058054744,"about_ca_system_score_gemma":0.0000946579,"threshold_uncertainty_score":0.9997945},"labels":[],"label_agreement":null},{"id":"W4381187482","doi":"10.1080/13284207.2023.2221782","title":"Reported use of CBT techniques and their targets among Australian mental health practitioners: a mixed methods study","year":2023,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychology; Sample (material); Cognition; Clinical psychology; Applied psychology; Medicine; Psychotherapist; Psychiatry","score_opus":0.26120480985206734,"score_gpt":0.5329564247866114,"score_spread":0.2717516149345441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381187482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97880656,0.00012335452,0.00037043178,0.0122758495,0.0042814896,0.0013763754,0.00010938166,0.00042518668,0.002231396],"genre_scores_gemma":[0.98956245,0.0005412605,0.00379115,0.0010115943,0.00034453353,0.000061572,0.00020105374,0.000030175532,0.0044561815],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99633276,0.0011224393,0.001305824,0.0007202476,0.00016010605,0.0003586437],"domain_scores_gemma":[0.99825037,0.00041189897,0.0006233428,0.00042651396,0.000069063564,0.00021881663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032498618,0.0002269181,0.00054878695,0.00014145972,0.00018945792,0.000035929945,0.00016492624,0.00020557226,0.00016955328],"category_scores_gemma":[0.00023928244,0.00017682466,0.00018925637,0.00044566556,0.0005178156,0.0001164658,0.00009097242,0.00040172396,0.00004100452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039083778,0.004657716,0.3091629,0.000034441,0.0005009583,0.00006575797,0.002973941,1.719155e-7,0.00009032525,0.00045838644,0.4407053,0.24095924],"study_design_scores_gemma":[0.0009096607,0.00068041746,0.8501187,0.000082238286,0.000012280807,0.000018931773,0.003639353,0.0000011012802,0.000029695952,0.00064755813,0.1436865,0.00017353031],"about_ca_topic_score_codex":0.00020208629,"about_ca_topic_score_gemma":0.00004108704,"teacher_disagreement_score":0.5409558,"about_ca_system_score_codex":0.00002646518,"about_ca_system_score_gemma":0.000036495767,"threshold_uncertainty_score":0.72107005},"labels":[],"label_agreement":null},{"id":"W4388645543","doi":"10.1080/13284207.2023.2278792","title":"Implementation of evidence-based group interventions in a community-based mental health service for self-harming and suicidal youth","year":2023,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department of Biotechnology, Ministry of Science and Technology, India; Health Research Foundation","keywords":"Mental health; Psychological intervention; Psychology; Group psychotherapy; Harm; Clinical psychology; Dialectical behavior therapy; Psychiatry; Psychotherapist; Social psychology; Borderline personality disorder","score_opus":0.5847804682154503,"score_gpt":0.5783896113821826,"score_spread":0.006390856833267677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388645543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98178345,0.0004965006,0.00073797663,0.014357614,0.0008869271,0.0011601383,0.00031772113,0.00017409865,0.00008558717],"genre_scores_gemma":[0.9917398,0.00012000963,0.001032876,0.006400656,0.00006553924,0.0002174766,0.00037803667,0.0000245333,0.000021051856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630517,0.0013594887,0.0013580797,0.0004189426,0.0001407915,0.00041751814],"domain_scores_gemma":[0.99617654,0.0027300022,0.00045411472,0.0004439136,0.00009050327,0.00010495419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052762977,0.00018638924,0.00052294944,0.00025005508,0.0002687907,0.000020307623,0.00030022534,0.00013275375,0.000082509876],"category_scores_gemma":[0.00021221781,0.00016498868,0.00026789264,0.00061290845,0.00021685999,0.0000835011,0.00009050928,0.0004249786,0.000029102444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010675675,0.0020383953,0.96570283,0.00078553654,0.00019997527,0.0000047634867,0.0101804435,0.000007814933,0.000045246055,0.00029691623,0.008239608,0.011430928],"study_design_scores_gemma":[0.008215984,0.0028728074,0.9465737,0.00022493453,0.00007477641,0.0000011519681,0.040785715,0.00015271944,0.000015015671,0.000311275,0.0005438777,0.00022803748],"about_ca_topic_score_codex":0.0038385917,"about_ca_topic_score_gemma":0.0062220385,"teacher_disagreement_score":0.030605273,"about_ca_system_score_codex":0.00005563341,"about_ca_system_score_gemma":0.00005572253,"threshold_uncertainty_score":0.67280436},"labels":[],"label_agreement":null},{"id":"W4403110631","doi":"10.1080/13284207.2024.2400743","title":"Doubting love: identification and stigma towards relationship obsessive-compulsive disorder","year":2024,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Stigma (botany); Obsessive compulsive; Identification (biology); Psychotherapist; Clinical psychology; Psychiatry","score_opus":0.07908021355890811,"score_gpt":0.44253090137473644,"score_spread":0.36345068781582834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403110631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.853861,0.012802641,0.018214313,0.016868385,0.013865305,0.0010816245,0.00010055598,0.00078657083,0.08241963],"genre_scores_gemma":[0.9896886,0.00021373367,0.0006530992,0.0007330079,0.0007413277,0.000057256093,0.00009381999,0.00008957828,0.0077296053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951073,0.0007217233,0.0014991013,0.0017174364,0.0003157366,0.0006387247],"domain_scores_gemma":[0.9959262,0.0022819845,0.00039035233,0.0009978665,0.00013107546,0.00027252722],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001440699,0.00043060665,0.0005650007,0.0002719051,0.0002475007,0.00034510565,0.0005441989,0.00055565324,0.001626368],"category_scores_gemma":[0.001755034,0.00039778446,0.00033486512,0.00081764045,0.0013844398,0.00031034942,0.00015610286,0.0013423356,0.0054371976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002879315,0.0008778334,0.5758741,0.00012183623,0.00040216863,0.000247336,0.0021909175,0.000025162082,0.000063260086,0.07773916,0.0451909,0.2969794],"study_design_scores_gemma":[0.0014546199,0.00023274816,0.95535755,0.00010990757,0.00011729075,0.000051865663,0.0016606495,0.00029859637,0.000003943095,0.02288511,0.017337138,0.00049060624],"about_ca_topic_score_codex":0.00011449853,"about_ca_topic_score_gemma":0.000037171303,"teacher_disagreement_score":0.37948343,"about_ca_system_score_codex":0.000069287096,"about_ca_system_score_gemma":0.00007499526,"threshold_uncertainty_score":0.9998474},"labels":[],"label_agreement":null},{"id":"W4406937851","doi":"10.1080/13284207.2024.2446203","title":"Does mental contamination mediate the relationship between perceived teasing experiences and body dysmorphic disorder-related symptoms?","year":2025,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; University of Prince Edward Island","funders":"","keywords":"Body dysmorphic disorder; Psychology; Mental health; Clinical psychology; Psychiatry; Developmental psychology","score_opus":0.071203518491069,"score_gpt":0.4319871642063057,"score_spread":0.3607836457152367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406937851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661162,0.0013872711,0.00021450924,0.016861241,0.003880996,0.00052346993,0.000017072234,0.00014506736,0.010854198],"genre_scores_gemma":[0.9929149,0.000114476476,0.000036449506,0.0008977509,0.00019789276,0.00015499227,0.000038038364,0.000015822483,0.0056296643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968967,0.0008374502,0.0009831971,0.0007354176,0.00017968849,0.0003675698],"domain_scores_gemma":[0.9944567,0.0045688567,0.00027825809,0.00054180186,0.00006760153,0.00008677556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014337432,0.00025629095,0.00043217442,0.000108418986,0.00076499855,0.00009339578,0.00038200285,0.00034654062,0.00026235607],"category_scores_gemma":[0.0018796881,0.00013880541,0.00015294328,0.00035713526,0.0025119868,0.00014245925,0.00014206866,0.00069007755,0.00012426313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007452259,0.00017180573,0.97303516,0.0000063328193,0.00015981273,0.0000070600645,0.0055417437,4.5085336e-8,0.000005776519,0.0042937594,0.004825483,0.01187853],"study_design_scores_gemma":[0.0017319229,0.00018433276,0.97413325,0.0000492777,0.00012101737,0.000003913179,0.014025745,0.000008817459,0.000001027631,0.0058586746,0.0036882972,0.00019371847],"about_ca_topic_score_codex":0.000073774994,"about_ca_topic_score_gemma":0.00004696603,"teacher_disagreement_score":0.026798738,"about_ca_system_score_codex":0.000027523114,"about_ca_system_score_gemma":0.000022595,"threshold_uncertainty_score":0.92555195},"labels":[],"label_agreement":null},{"id":"W4407007715","doi":"10.1080/13284207.2024.2446213","title":"The Internet Gaming Disorder Scale 9-Short Form: longitudinal measurement invariance across a three-year interval","year":2025,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Measurement invariance; Scale (ratio); Interval (graph theory); Psychology; The Internet; Scale invariance; Statistics; Social psychology; Mathematics; Confirmatory factor analysis; Computer science; Structural equation modeling; Geography; Cartography; World Wide Web","score_opus":0.15020923640483763,"score_gpt":0.48222571314968865,"score_spread":0.332016476744851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407007715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8738913,0.00077315554,0.026301146,0.03822955,0.007545037,0.0010413885,0.000011238954,0.0005253467,0.05168184],"genre_scores_gemma":[0.9951601,0.00020619045,0.00035305487,0.0011514906,0.00020492196,0.00003516109,0.0000012629037,0.000012915306,0.002874877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969769,0.00033115593,0.0007910636,0.000592632,0.0005196003,0.0007886116],"domain_scores_gemma":[0.99843156,0.00032337575,0.00017168898,0.0007305571,0.00020890676,0.00013389497],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067706527,0.00019645842,0.00033898943,0.00003627176,0.0009881321,0.00027108868,0.0016709857,0.00041983207,0.000047533435],"category_scores_gemma":[0.004200828,0.00014520298,0.00026075682,0.00040364996,0.0037460974,0.00015134402,0.000415873,0.0009178763,0.00015812118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018038643,0.00034128665,0.83575135,0.0000062023014,0.00006794484,0.0000047129593,0.00021937494,2.39269e-7,0.000003082855,0.0026649826,0.027441949,0.13331848],"study_design_scores_gemma":[0.00085591973,0.00016173864,0.9219199,0.00017256162,0.000024764837,0.0000011693634,0.0017682743,0.000036341033,0.000011274939,0.0076572336,0.067193955,0.00019690531],"about_ca_topic_score_codex":0.00068052683,"about_ca_topic_score_gemma":0.034989253,"teacher_disagreement_score":0.13312158,"about_ca_system_score_codex":0.00021635975,"about_ca_system_score_gemma":0.00012205356,"threshold_uncertainty_score":0.99896514},"labels":[],"label_agreement":null},{"id":"W4407442005","doi":"10.1080/13284207.2025.2462818","title":"Childhood separation anxiety in Iranian adult males and females with diverse sexual orientation and gender identity/expression","year":2025,"lang":"en","type":"article","venue":"Clinical Psychologist","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Social Sciences and Humanities Research Council of Canada; University of Lethbridge","keywords":"Sexual orientation; Psychology; Anxiety; Developmental psychology; Separation (statistics); Gender identity; Expression (computer science); Sexual identity; Identity (music); Clinical psychology; Social psychology; Gender studies; Human sexuality; Psychiatry; Sociology","score_opus":0.07655683473162604,"score_gpt":0.4298395974513124,"score_spread":0.35328276271968634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407442005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878472,0.0002767039,0.0005006967,0.0015928205,0.0010300019,0.00029731338,0.000013329998,0.000040529492,0.008401388],"genre_scores_gemma":[0.99592996,0.00040925885,0.00043461478,0.0021152773,0.00016593105,0.00001493948,0.00004867115,0.000007723665,0.00087363156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983963,0.00016863193,0.00045040727,0.0006494719,0.000133849,0.00020134119],"domain_scores_gemma":[0.9994868,0.00008928549,0.000109559114,0.00017633926,0.000050556282,0.00008747768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037033338,0.00016267806,0.00022384134,0.0000903539,0.00015874839,0.000057105688,0.00009974317,0.00019684284,0.000075009324],"category_scores_gemma":[0.000061091465,0.00012997608,0.00003616661,0.0002165591,0.0003096959,0.00017638055,0.0000548153,0.00027440852,0.000029298079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037612117,0.00069709035,0.968828,0.000035760084,0.000038847502,0.000008977824,0.00094812684,0.0000010490871,0.00003898283,0.008575921,0.003939726,0.016511377],"study_design_scores_gemma":[0.002652102,0.000120854835,0.99083817,0.00011047849,0.000020473011,0.000007270081,0.001402837,0.000003470241,0.0000024698538,0.0034134702,0.0012697438,0.000158679],"about_ca_topic_score_codex":0.000029316636,"about_ca_topic_score_gemma":0.00016946785,"teacher_disagreement_score":0.02201013,"about_ca_system_score_codex":0.000017039527,"about_ca_system_score_gemma":0.000022212971,"threshold_uncertainty_score":0.5300271},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"}]}