{"meta":{"query_hash":"1aa4c815ad9e","filters":{"venue":"CBT: science into practice"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/1aa4c815ad9e","api":"https://metacan.xera.ac/api/v1/cohort?venue=CBT%3A+science+into+practice"},"results":[{"id":"W4361734669","doi":"10.1007/978-3-031-23650-1_15","title":"“It Is Dangerous to Ignore This Thought” – A Case Study in Obsessive Compulsive Disorder","year":2023,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Obsessive compulsive; Psychology; Cognitive psychology; Clinical psychology","score_opus":0.041081658235910354,"score_gpt":0.38724008268250104,"score_spread":0.3461584244465907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361734669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74449503,0.023451677,0.0053630657,0.072004564,0.0030468495,0.0004540913,0.00019921303,0.00018404261,0.15080148],"genre_scores_gemma":[0.9013861,0.010463592,0.005473069,0.017641427,0.0011564154,0.00014665736,0.00009559445,0.00015094366,0.063486144],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99932826,0.0002595899,0.000043853823,0.000067331435,0.00012243883,0.00017859721],"domain_scores_gemma":[0.99912053,0.00044764485,0.0001441513,0.00003389724,0.00004872896,0.00020513446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064307154,0.001404407,0.00063178065,0.001530764,0.0060830317,0.0023591993,0.00200466,0.009286228,0.0035596834],"category_scores_gemma":[0.003696374,0.0007474975,0.00090138236,0.0015200452,0.004289114,0.0022437454,0.0022102082,0.006222761,0.000920069],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018909184,0.00019356854,0.0017578129,0.00008670596,0.00001231712,0.9697319,0.011530305,0.00012190543,0.000440981,0.003562166,0.0047975527,0.007745781],"study_design_scores_gemma":[0.000011021536,0.000055946366,0.001567112,0.00014092734,0.000011725776,0.9705418,0.013394579,0.00020607984,0.00014151631,0.0013991422,0.012507197,0.000022884247],"about_ca_topic_score_codex":0.008123325,"about_ca_topic_score_gemma":0.026017096,"teacher_disagreement_score":0.009286228,"about_ca_system_score_codex":0.0033306964,"about_ca_system_score_gemma":0.0019290356,"threshold_uncertainty_score":0.024165988},"labels":[],"label_agreement":null},{"id":"W4399980612","doi":"10.1007/978-3-031-60746-2_17","title":"Multicultural Findings and Considerations from Brief Interventions","year":2024,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multiculturalism; Psychological intervention; Psychology; Pedagogy; Psychiatry","score_opus":0.05152793932254671,"score_gpt":0.36201434097410645,"score_spread":0.3104864016515597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399980612","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2091723,0.124888204,0.01882423,0.31595144,0.011278764,0.0010970552,0.0002742906,0.0003543991,0.31815934],"genre_scores_gemma":[0.766477,0.07395339,0.04526768,0.07010016,0.0027208207,0.003079779,0.00032787686,0.0004317689,0.037641466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9776962,0.017109156,0.0011801551,0.0005400069,0.00261598,0.0008584968],"domain_scores_gemma":[0.96201354,0.030345285,0.000738772,0.002108327,0.0032155814,0.0015785898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.044324297,0.0004964832,0.0008379762,0.0018263768,0.004531754,0.0061538434,0.0033510095,0.0019715116,0.0075488016],"category_scores_gemma":[0.044871256,0.000389837,0.00086022465,0.0019534624,0.005779715,0.0067223045,0.007023442,0.0033275164,0.00056790834],"study_design_candidate":"not_applicable","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":[0.0004198878,0.0005667453,0.00763298,0.001765637,0.000084301166,0.0021958372,0.11353159,0.0002246638,0.0008596063,0.045730714,0.02027195,0.8067161],"study_design_scores_gemma":[0.00050281,0.0013207959,0.057330523,0.012410221,0.00061860995,0.00987027,0.44070393,0.00067074364,0.0040151654,0.07643501,0.395944,0.00017793212],"about_ca_topic_score_codex":0.016168376,"about_ca_topic_score_gemma":0.04841506,"teacher_disagreement_score":0.044324297,"about_ca_system_score_codex":0.006210335,"about_ca_system_score_gemma":0.012191486,"threshold_uncertainty_score":0.23441207},"labels":[],"label_agreement":null},{"id":"W4405620801","doi":"10.1007/978-3-031-74838-7_1","title":"Multi-informant Adult and Couple Assessment","year":2024,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Psychology","score_opus":0.030954112044940554,"score_gpt":0.38161930844291364,"score_spread":0.3506651963979731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405620801","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55303997,0.0077990303,0.07661236,0.0042645144,0.0007173784,0.004635937,0.0021329324,0.0009999323,0.34979787],"genre_scores_gemma":[0.67278624,0.006604692,0.13769923,0.0015916049,0.00013059586,0.0059235003,0.0014193648,0.00016135575,0.17368354],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989318,0.0006779157,0.000059400743,0.000090354806,0.00018610939,0.000054405784],"domain_scores_gemma":[0.9980453,0.0009620696,0.00012744962,0.00017397701,0.00037082264,0.00032032796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031171623,0.00035255152,0.00031276577,0.00073152006,0.0010293047,0.00087324745,0.0007307401,0.0005527618,0.01927856],"category_scores_gemma":[0.004504399,0.000317828,0.0001893325,0.0005193091,0.00031033315,0.0009877147,0.001396788,0.00090314465,0.003290969],"study_design_candidate":"not_applicable","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":[0.00040810264,0.001989184,0.027312132,0.00045509342,0.000026977554,0.0013591057,0.0485094,0.0003336566,0.0051977565,0.0047905515,0.029175127,0.88044286],"study_design_scores_gemma":[0.00035683202,0.0064731087,0.36934972,0.0021830944,0.00016829884,0.02453964,0.08495572,0.0054468224,0.01835689,0.029151086,0.4587934,0.00022535094],"about_ca_topic_score_codex":0.0017189664,"about_ca_topic_score_gemma":0.0077312565,"teacher_disagreement_score":0.01927856,"about_ca_system_score_codex":0.0006223954,"about_ca_system_score_gemma":0.0013183746,"threshold_uncertainty_score":0.06449318},"labels":[],"label_agreement":null},{"id":"W4405620902","doi":"10.1007/978-3-031-74838-7_4","title":"Intensive, Multi-couple Group Treatment","year":2024,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Group (periodic table); Psychology; Computer science; Physics","score_opus":0.07056095529915281,"score_gpt":0.430978574375289,"score_spread":0.36041761907613623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405620902","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4267195,0.013101727,0.17179604,0.0043389797,0.0032588418,0.008472129,0.0018959113,0.0025787798,0.36783808],"genre_scores_gemma":[0.6319837,0.0054219933,0.064399295,0.0035626765,0.00090436696,0.006515414,0.0010721157,0.0003268552,0.28581357],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969745,0.00007546355,0.000014534851,0.00006756322,0.000090118774,0.000054907396],"domain_scores_gemma":[0.9997845,0.000073021794,0.00001885992,0.000049068807,0.000013390304,0.00006126761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052844035,0.00043142276,0.0006587395,0.00041247968,0.00082725816,0.00048392796,0.0012641485,0.0008530806,0.046720274],"category_scores_gemma":[0.000771255,0.00025228268,0.0004314978,0.00037572932,0.00031298262,0.0006297133,0.0019038491,0.0017788046,0.005792709],"study_design_candidate":"not_applicable","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":[0.0015194549,0.0051460713,0.00093902607,0.00048726628,0.00009456434,0.00037207623,0.0013741931,0.0014192319,0.009034846,0.0052998164,0.021511117,0.95280236],"study_design_scores_gemma":[0.008211939,0.033041533,0.124754004,0.0024050637,0.00077293365,0.02336816,0.0059211045,0.016006457,0.022444831,0.086670615,0.6761399,0.00026345561],"about_ca_topic_score_codex":0.00060830114,"about_ca_topic_score_gemma":0.0014666268,"teacher_disagreement_score":0.046720274,"about_ca_system_score_codex":0.0004292545,"about_ca_system_score_gemma":0.0006886609,"threshold_uncertainty_score":0.15629488},"labels":[],"label_agreement":null},{"id":"W4411858681","doi":"10.1007/978-3-031-91439-3_10","title":"Building a Positive Racial and Ethnic Identity to Support Treatment Engagement","year":2025,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"","keywords":"Ethnic group; Identity (music); Psychology; Sociology; Gender studies; Anthropology; Art; Aesthetics","score_opus":0.10368843521051165,"score_gpt":0.4973275737355324,"score_spread":0.39363913852502075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411858681","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029843858,0.0033790627,0.033391666,0.042179395,0.0020700304,0.000256168,0.000048763857,0.00017320667,0.888658],"genre_scores_gemma":[0.54494584,0.006444754,0.06592214,0.021285746,0.000707756,0.0011780323,0.00013341046,0.0003547824,0.35902753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986284,0.0006813577,0.000021894104,0.00009152294,0.00043107034,0.00014575059],"domain_scores_gemma":[0.99918264,0.00038158582,0.000059084763,0.000070375325,0.00007213738,0.00023409408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020370793,0.0002377844,0.00030129665,0.000562333,0.0034546496,0.004440221,0.0008870507,0.0014574475,0.018310077],"category_scores_gemma":[0.0027279377,0.0001710503,0.00029603924,0.00040081944,0.0035469718,0.003363598,0.0043059066,0.0037707514,0.003473819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028023043,0.00049739087,0.0011083462,0.0002586028,0.0000117789905,0.00016441432,0.040822588,0.0002471252,0.0025826963,0.5056551,0.060770076,0.38785377],"study_design_scores_gemma":[0.000048028935,0.00016351131,0.0066912468,0.0014643682,0.000026354679,0.0010260552,0.046722032,0.0010687208,0.0020838052,0.37077758,0.56989676,0.00003153806],"about_ca_topic_score_codex":0.0018509959,"about_ca_topic_score_gemma":0.0058525987,"teacher_disagreement_score":0.018310077,"about_ca_system_score_codex":0.002066224,"about_ca_system_score_gemma":0.0044405963,"threshold_uncertainty_score":0.06125331},"labels":[],"label_agreement":null},{"id":"W4414551035","doi":"10.1007/978-3-031-92265-7_6","title":"Mindfulness-Based Interventions for Insomnia and Depression","year":2025,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Mindfulness; Psychological intervention; Conceptualization; Insomnia; Depression (economics); Presentation (obstetrics); Cognition","score_opus":0.054573098098116404,"score_gpt":0.4131751890555371,"score_spread":0.3586020909574207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414551035","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012288307,0.48311535,0.047874246,0.013762953,0.0074173356,0.00062720926,0.00025176874,0.00076822005,0.43389454],"genre_scores_gemma":[0.039359987,0.2658757,0.042191148,0.009636919,0.0021579396,0.00083575415,0.00036418787,0.00019914575,0.6393792],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999918,0.00002013315,0.00000376185,0.000006750066,0.000044571305,0.000006780092],"domain_scores_gemma":[0.99990094,0.000079487116,0.0000043419336,0.000003377511,0.0000060170637,0.000005995097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021815448,0.0004543276,0.00025229325,0.00050224765,0.00026600878,0.00038551982,0.00056087936,0.0007976636,0.013235769],"category_scores_gemma":[0.00035859918,0.00014425574,0.0002841547,0.0003026711,0.00029506852,0.0006914272,0.000558829,0.0013816364,0.0022911776],"study_design_candidate":"not_applicable","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":[0.00003815677,0.00028291644,0.00009816553,0.0008502096,0.000012236248,0.00008228291,0.00029817142,0.00023489159,0.002254983,0.010001915,0.06894354,0.9169026],"study_design_scores_gemma":[0.00009352921,0.00039324284,0.006170645,0.002957296,0.00004501503,0.0025121414,0.0003595806,0.0011827385,0.002063007,0.033721972,0.9504742,0.000026591435],"about_ca_topic_score_codex":0.00084042916,"about_ca_topic_score_gemma":0.0038350148,"teacher_disagreement_score":0.013235769,"about_ca_system_score_codex":0.00026693585,"about_ca_system_score_gemma":0.000543234,"threshold_uncertainty_score":0.044278085},"labels":[],"label_agreement":null},{"id":"W4414608537","doi":"10.1007/978-3-031-98876-9_9","title":"Treating Vulvodynia in Women and Adolescent Girls Using Cognitive-Behavioral Therapy","year":2025,"lang":"en","type":"book-chapter","venue":"CBT: science into practice","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa; Dalhousie University; Université du Québec à Montréal","funders":"","keywords":"Vulvodynia; Biopsychosocial model; Intervention (counseling); Psychosocial; Etiology; Human sexuality; Sexual dysfunction; Assertiveness","score_opus":0.10341967206818954,"score_gpt":0.41348787948507626,"score_spread":0.31006820741688673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414608537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17149775,0.3943858,0.0073410496,0.01471067,0.0027899593,0.0005640561,0.00023200324,0.00022391435,0.40825468],"genre_scores_gemma":[0.3540504,0.3487337,0.018315354,0.009626671,0.0010782223,0.0007451065,0.00026599207,0.000065447486,0.26711908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999583,0.00001000093,0.0000018416913,0.0000034400368,0.00001878475,0.000007681828],"domain_scores_gemma":[0.99996054,0.000027812368,0.0000035637397,8.6364145e-7,0.0000018404945,0.0000054506936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010988421,0.00020560241,0.00018100826,0.00025026358,0.00023656804,0.000341243,0.00032995385,0.00044662328,0.0050613377],"category_scores_gemma":[0.00021650504,0.00008926035,0.00018542685,0.00018455161,0.00017615595,0.00025495683,0.0002627902,0.00095202023,0.00041591242],"study_design_candidate":"not_applicable","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":[0.00006284988,0.0009571456,0.0017513053,0.0010116097,0.000023373917,0.0012859274,0.0019418545,0.00040291663,0.0035653906,0.006746992,0.038488507,0.9437621],"study_design_scores_gemma":[0.0006125688,0.0030525257,0.08680955,0.008589008,0.00017869056,0.035395764,0.008651301,0.0024476536,0.005061562,0.011962285,0.8371818,0.00005718499],"about_ca_topic_score_codex":0.0021098263,"about_ca_topic_score_gemma":0.009122594,"teacher_disagreement_score":0.0050613377,"about_ca_system_score_codex":0.00026770632,"about_ca_system_score_gemma":0.00056861056,"threshold_uncertainty_score":0.016931832},"labels":[],"label_agreement":null}]}