{"meta":{"query_hash":"ec46c6019ea2","filters":{"venue":"The Neuropsychologist"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/ec46c6019ea2","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Neuropsychologist"},"results":[{"id":"W3112816491","doi":"10.53841/bpsneur.2019.1.7.36","title":"Evidence-based treatment of mild TBI: A service audit and checklist to improve concordance with guidelines","year":2019,"lang":"en","type":"article","venue":"The Neuropsychologist","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"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":"Concordance; Checklist; Audit; Guideline; Medicine; Usability; Intervention (counseling); Traumatic brain injury; Reliability (semiconductor); Medical emergency; Physical therapy; Psychology; Psychiatry; Pathology; Computer science","score_opus":0.2019374648489541,"score_gpt":0.41030318760162654,"score_spread":0.20836572275267243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112816491","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":[0.9232037,0.00040420858,0.00008345922,0.07354795,0.00013644843,0.001510737,0.000025057714,0.00004768479,0.0010407697],"genre_scores_gemma":[0.98291886,0.00011318999,0.0029253175,0.010665718,0.00011736679,0.000103021026,0.0000037332147,0.0000343164,0.0031184752],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985191,0.00011559903,0.00033120776,0.0004272103,0.00034137935,0.0002654579],"domain_scores_gemma":[0.99784493,0.0004963112,0.00012881987,0.0010488649,0.00034741696,0.0001336622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030080124,0.00019175986,0.00036824495,0.000062348714,0.000047892412,0.000022237755,0.00022168315,0.000044104112,0.000095452786],"category_scores_gemma":[0.00031478307,0.00010004025,0.000045855555,0.0003901894,0.00024794802,0.000045887344,0.000041223404,0.0001283536,0.0001419195],"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":[0.023467992,0.0014292398,0.113849364,0.0014144614,0.00036418135,0.00018424222,0.0014813964,0.00037753046,0.6816397,0.00020624475,0.027735263,0.14785041],"study_design_scores_gemma":[0.012170229,0.034567486,0.8750079,0.0023391666,0.00028006698,0.0002807663,0.00048688462,0.002774671,0.025052965,0.000051449893,0.046469115,0.0005192963],"about_ca_topic_score_codex":0.00036824244,"about_ca_topic_score_gemma":0.000060602488,"teacher_disagreement_score":0.7611585,"about_ca_system_score_codex":0.00004373582,"about_ca_system_score_gemma":0.00011541027,"threshold_uncertainty_score":0.4079523},"labels":[],"label_agreement":null},{"id":"W4315748588","doi":"10.53841/bpsneur.2019.1.8.52","title":"‘I realised I'm not the only one’: A service evaluation of an ‘adjustment to acquired brain injury group in neurorehabilitation","year":2019,"lang":"en","type":"article","venue":"The Neuropsychologist","topic":"Traumatic Brain Injury Research","field":"Medicine","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":"Trinity College","funders":"","keywords":"Neurorehabilitation; Acquired brain injury; Psychology; Rehabilitation; Service (business); Applied psychology; Clinical psychology; Business","score_opus":0.14591624098448291,"score_gpt":0.42456319586366215,"score_spread":0.27864695487917923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315748588","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":[0.9219616,0.000012515599,0.000014499667,0.072336316,0.00027803163,0.003875544,0.000020437605,0.000046505615,0.0014545547],"genre_scores_gemma":[0.98046064,0.000003742076,0.000300849,0.018785195,0.00008378848,0.00018806422,0.000029115303,0.000036007183,0.0001125745],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9951581,0.0022527988,0.00053892646,0.00048710176,0.0012406135,0.0003224854],"domain_scores_gemma":[0.99675083,0.000980882,0.0001553319,0.0016706426,0.00034086918,0.00010145711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047021843,0.00017338655,0.0002923262,0.00018298799,0.0000564703,0.000024965662,0.00053165853,0.00007738995,0.00019571891],"category_scores_gemma":[0.0014521121,0.000106610074,0.00006519277,0.0010069199,0.00017896603,0.00011037257,0.0001035543,0.00029155205,0.00015721936],"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":[0.011124742,0.0026203562,0.007496126,0.00032686183,0.00008243175,0.000008545675,0.010720749,0.0012326598,0.706913,0.0020988286,0.005240401,0.25213528],"study_design_scores_gemma":[0.0023009984,0.0028373266,0.9884095,0.00008137214,0.000054899836,0.000019205641,0.0006360226,0.0042597763,0.000520748,0.00039777762,0.00038094822,0.000101418605],"about_ca_topic_score_codex":0.00039630773,"about_ca_topic_score_gemma":0.00024169129,"teacher_disagreement_score":0.9809134,"about_ca_system_score_codex":0.00011385265,"about_ca_system_score_gemma":0.00012073205,"threshold_uncertainty_score":0.43474326},"labels":[],"label_agreement":null},{"id":"W4315841897","doi":"10.53841/bpsneur.2016.1.2.18","title":"Indications and expectations for neuropsychological assessment in routine epilepsy care: Report of the ILAE Neuropsychology Task Force, Diagnostic Methods Commission, 2013–2017","year":2016,"lang":"en","type":"article","venue":"The Neuropsychologist","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Neuropsychology; Task force; Epilepsy; Psychology; Neuropsychological assessment; Task (project management); Commission; Neuropsychological testing; Psychiatry; Medicine; Cognition; Political science","score_opus":0.0474220315158067,"score_gpt":0.4341300148333583,"score_spread":0.3867079833175516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315841897","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":[0.8479141,0.00091414724,0.012776764,0.124351785,0.0010822493,0.0045110276,0.00015206153,0.00011465058,0.0081832],"genre_scores_gemma":[0.99236643,0.0006187256,0.004241928,0.0009495222,0.000091991125,0.00066089426,0.00002516168,0.000040374984,0.0010049627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648416,0.0012172033,0.0007647585,0.00073632476,0.00030974258,0.0004878099],"domain_scores_gemma":[0.99384123,0.0036950798,0.00040241424,0.0016408248,0.00021928379,0.00020118438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000770131,0.0002788921,0.00046406072,0.00016405819,0.00031288827,0.000022596483,0.00048486676,0.00012987344,0.000045118923],"category_scores_gemma":[0.004122531,0.00012542588,0.0001905638,0.00049015996,0.0011910194,0.000060376486,0.00019252957,0.00048789463,0.000010599939],"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":[0.0013242099,0.0024731467,0.853784,0.000095069714,0.00017190247,0.0007944795,0.0009752385,0.000011535198,0.05144379,0.0036028863,0.029095216,0.05622853],"study_design_scores_gemma":[0.00297634,0.0013496027,0.9832628,0.000075005824,0.000101334845,0.0011245568,0.00016231013,0.000018371351,0.00030444065,0.001272935,0.009224258,0.00012804808],"about_ca_topic_score_codex":0.000037817954,"about_ca_topic_score_gemma":0.00002700115,"teacher_disagreement_score":0.14445232,"about_ca_system_score_codex":0.00005550764,"about_ca_system_score_gemma":0.00010110985,"threshold_uncertainty_score":0.5114719},"labels":[],"label_agreement":null},{"id":"W4320076675","doi":"10.53841/bpsneur.2022.1.13.22","title":"Staff perceptions of patient peer relationships on a male neuropsychiatric rehabilitation unit","year":2022,"lang":"en","type":"article","venue":"The Neuropsychologist","topic":"Mental Health and Patient Involvement","field":"Health Professions","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":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Superordinate goals; Thematic analysis; Psychology; Empathy; Perception; Rehabilitation; Peer support; Social psychology; Qualitative research; Psychiatry","score_opus":0.19303686519216284,"score_gpt":0.42045445959969296,"score_spread":0.22741759440753012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320076675","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":[0.96289706,0.000024762592,0.00002765954,0.010567493,0.0027003656,0.0017839357,0.00022274915,0.000070785354,0.021705177],"genre_scores_gemma":[0.9889428,0.000012350711,0.00021430774,0.005203537,0.00007743794,0.00062331004,0.000175147,0.000029304409,0.004721798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928765,0.0049115694,0.00078230683,0.0003380784,0.0007021464,0.0003893494],"domain_scores_gemma":[0.9970296,0.0014717375,0.0004677001,0.0007658914,0.00015349961,0.00011159391],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013063349,0.0001530844,0.00016992372,0.000188432,0.0029053832,0.0000041775997,0.00030963717,0.000051640287,0.002501211],"category_scores_gemma":[0.000278882,0.0001152751,0.00008997523,0.0007068451,0.00015040008,0.000042469506,0.00017610818,0.0014392969,0.0003601089],"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":[0.0021705062,0.0039800717,0.65055156,0.00047367738,0.000024410492,0.000010485437,0.031853944,0.0049050576,0.00039929326,0.03512276,0.2656119,0.0048963344],"study_design_scores_gemma":[0.0015898659,0.0123026045,0.593117,0.000075975084,0.000044110584,0.000017447015,0.05058569,0.00028850324,0.0000026088144,0.0023266408,0.33935636,0.0002931781],"about_ca_topic_score_codex":0.00010531244,"about_ca_topic_score_gemma":0.000032606837,"teacher_disagreement_score":0.07374448,"about_ca_system_score_codex":0.00012030723,"about_ca_system_score_gemma":0.000089004265,"threshold_uncertainty_score":0.99841064},"labels":[],"label_agreement":null},{"id":"W4320165484","doi":"10.53841/bpsneur.2019.1.8.72","title":"Neuropsychology in Australia: A multidimensional perspective","year":2019,"lang":"en","type":"article","venue":"The Neuropsychologist","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"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":"Neuropsychology; Clinical neuropsychology; Perspective (graphical); Context (archaeology); Psychology; Political science; Sociology; History; Cognition; Psychiatry; Archaeology","score_opus":0.07335942863099053,"score_gpt":0.4301250858067788,"score_spread":0.35676565717578823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320165484","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":[0.8687458,0.00010401344,0.000018794794,0.011374062,0.005045105,0.00063485355,0.000014298245,0.000088118104,0.11397494],"genre_scores_gemma":[0.9618199,0.000010978797,0.00017903448,0.009666749,0.00021419124,0.000119611694,0.00000943184,0.000033472126,0.027946614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99673355,0.00084863487,0.00045605726,0.0010175557,0.0002819257,0.00066230405],"domain_scores_gemma":[0.9980356,0.00056894834,0.00016396405,0.0010296912,0.000092589624,0.000109220244],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045890608,0.0003111101,0.00030688103,0.00016437429,0.000090802925,0.000027788963,0.00067288417,0.00018366304,0.012433308],"category_scores_gemma":[0.000075253985,0.00020542218,0.00013817102,0.0006991992,0.00039034762,0.00007930014,0.000095452626,0.0009856953,0.01531778],"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":[0.0020490994,0.0054370416,0.34913346,0.000011606566,0.0001752528,0.00063980167,0.0052203434,0.0002656254,0.008922514,0.53648907,0.08696647,0.004689728],"study_design_scores_gemma":[0.001314224,0.00044745163,0.9612787,0.000008730939,0.000009016751,0.00025116274,0.0010065344,0.000009458221,0.0000056418035,0.0067082862,0.02871129,0.00024952326],"about_ca_topic_score_codex":0.0004504888,"about_ca_topic_score_gemma":0.000021351949,"teacher_disagreement_score":0.6121452,"about_ca_system_score_codex":0.00006242662,"about_ca_system_score_gemma":0.000019127501,"threshold_uncertainty_score":0.9884695},"labels":[],"label_agreement":null}]}