{"meta":{"query_hash":"15caf01bfe39","filters":{"venue":"Personality Neuroscience"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/15caf01bfe39","api":"https://metacan.xera.ac/api/v1/cohort?venue=Personality+Neuroscience"},"results":[{"id":"W3108811217","doi":"10.1017/pen.2020.14","title":"Personality traits in psychosis and psychosis risk linked to TSPO expression: a neuroimmune marker","year":2020,"lang":"en","type":"article","venue":"Personality Neuroscience","topic":"Tryptophan and brain disorders","field":"Neuroscience","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":"McGill University; University of Toronto; McMaster University; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Translocator protein; Psychosis; Neuroticism; Psychology; Personality; Neuroinflammation; Microglia; Clinical psychology; Neuroscience; Internal medicine; Inflammation; Psychiatry; Medicine","score_opus":0.06241329713973956,"score_gpt":0.30413258773250157,"score_spread":0.241719290592762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108811217","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":[0.9995365,0.000074375275,0.00013429327,0.00001133314,0.000001822416,0.0000045745237,0.000055941786,0.000002570739,0.00017856],"genre_scores_gemma":[0.9997968,0.000025519199,0.00007545932,0.000003342146,0.0000015276847,0.0000025060372,0.000032334072,6.5231774e-7,0.000061822015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998332,0.00006581171,0.000013209688,0.000031039617,0.000031033815,0.000025649933],"domain_scores_gemma":[0.99935895,0.00013132239,0.00028654223,0.00003860787,0.000044637432,0.00013988253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000284365,0.00030244325,0.0002289568,0.00049673836,0.00034863915,0.0004267144,0.00010905144,0.00023678422,0.0016124194],"category_scores_gemma":[0.0009084637,0.00018570179,0.00029388792,0.00036410344,0.00023360334,0.00010882777,0.00047175298,0.00033737707,0.000110097026],"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":[0.000609677,0.000043986336,0.9908024,0.000021922628,0.00009540681,0.00028954254,0.00014339876,0.00018318239,0.004769497,0.000033240678,0.00004297497,0.0029647984],"study_design_scores_gemma":[0.0000029345217,0.000067245615,0.9991573,0.0000032581288,0.000011425514,0.00026322072,0.0000516207,0.00027395226,0.00010543595,0.000035287125,0.00002635861,0.0000020360249],"about_ca_topic_score_codex":0.0019799129,"about_ca_topic_score_gemma":0.0017162912,"teacher_disagreement_score":0.0019799129,"about_ca_system_score_codex":0.00021223839,"about_ca_system_score_gemma":0.00012780317,"threshold_uncertainty_score":0.005394101},"labels":[],"label_agreement":null},{"id":"W3214332145","doi":"10.1017/pen.2021.2","title":"Machine learning approaches for parsing comorbidity/heterogeneity in antisociality and substance use disorders: A primer","year":2021,"lang":"en","type":"article","venue":"Personality Neuroscience","topic":"Mental Health Research Topics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Biopsychosocial model; Psychology; Psychopathy; Psychopathology; Nosology; Comorbidity; Neuroimaging; Research Domain Criteria; Psychiatry; Clinical psychology; Cognitive psychology; Machine learning; Personality; Computer science","score_opus":0.38031884570784746,"score_gpt":0.44039731496144097,"score_spread":0.0600784692535935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214332145","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038307167,0.08851564,0.8700577,0.030093752,0.0009163992,0.00024581607,0.0005948685,0.0005115987,0.005233555],"genre_scores_gemma":[0.07230188,0.07241631,0.8395907,0.0060620224,0.003917573,0.0008514466,0.0010353836,0.00023544654,0.0035892497],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977356,0.001321004,0.00021975304,0.00034331894,0.0003100197,0.000070154616],"domain_scores_gemma":[0.98965925,0.008630018,0.0004740337,0.00032553196,0.00072912505,0.00018206972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008013388,0.00086916453,0.00089011097,0.00626976,0.000715752,0.0039951745,0.0021671825,0.0021963331,0.0025108664],"category_scores_gemma":[0.014663372,0.0007890261,0.0014997541,0.0034145843,0.0018968513,0.0038560175,0.0014109086,0.0050416407,0.001256922],"study_design_candidate":"simulation_or_modeling","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":[0.000079617865,0.00027298796,0.025274977,0.0016603152,0.00037013055,0.00063997763,0.0012061807,0.014304809,0.0017014075,0.33733404,0.03541211,0.58174354],"study_design_scores_gemma":[0.00002163299,0.00013516325,0.009117624,0.0021762485,0.00012265347,0.0011575827,0.00051141134,0.16138168,0.0010698593,0.68575853,0.13839217,0.00015543477],"about_ca_topic_score_codex":0.0025687779,"about_ca_topic_score_gemma":0.003095724,"teacher_disagreement_score":0.008013388,"about_ca_system_score_codex":0.0013462771,"about_ca_system_score_gemma":0.0012979098,"threshold_uncertainty_score":0.04237932},"labels":[],"label_agreement":null},{"id":"W4367337960","doi":"10.1017/pen.2023.1","title":"Examining the impact of schizotypal personality traits on event-related potential (ERP) indexes of sensory gating in a healthy population","year":2023,"lang":"en","type":"article","venue":"Personality Neuroscience","topic":"Neuroscience and Music Perception","field":"Neuroscience","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":"Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Schizotypy; Sensory gating; Psychology; Endophenotype; N100; Gating; Impulsivity; Cognition; Big Five personality traits; Developmental psychology; Audiology; Personality; Event-related potential; Neuroscience; Medicine; Social psychology","score_opus":0.11481052592870115,"score_gpt":0.3651570987826766,"score_spread":0.25034657285397544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367337960","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":[0.9995054,0.0000693594,0.00013178655,0.000015815209,0.0000029328799,0.000007146204,0.00005574391,0.000001600454,0.0002101341],"genre_scores_gemma":[0.9996166,0.000050560455,0.00016974949,0.0000157221,0.0000032952928,0.000006588358,0.000065353815,8.965572e-7,0.000071199676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997713,0.00006324484,0.000026966172,0.000051859824,0.00004681509,0.00003984183],"domain_scores_gemma":[0.99924004,0.00017613618,0.00032000692,0.00008084138,0.000068038855,0.0001150265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005014844,0.00048571642,0.0002480607,0.0005433295,0.0004896634,0.00046483584,0.00012900245,0.0002550541,0.0010430267],"category_scores_gemma":[0.0020998248,0.00012846576,0.0002633071,0.0003383889,0.00031726187,0.00026715122,0.00042002034,0.00031910196,0.00012385455],"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":[0.00066049,0.00010460061,0.9826592,0.000041861338,0.000097232274,0.00072083075,0.0009027333,0.000112449874,0.007291667,0.00007593386,0.00009240158,0.007240576],"study_design_scores_gemma":[0.000003088825,0.00015185871,0.9991541,0.000003535993,0.000010611758,0.00024270677,0.00017828125,0.00005768894,0.00009371611,0.000054324297,0.000047926354,0.0000022281858],"about_ca_topic_score_codex":0.0024262492,"about_ca_topic_score_gemma":0.0054462343,"teacher_disagreement_score":0.0024262492,"about_ca_system_score_codex":0.00015277532,"about_ca_system_score_gemma":0.00016651157,"threshold_uncertainty_score":0.0048242807},"labels":[],"label_agreement":null},{"id":"W4402882734","doi":"10.1017/pen.2024.3","title":"Reduced MMN-indexed auditory change detection in a non-clinical high schizotypy sample","year":2024,"lang":"en","type":"article","venue":"Personality Neuroscience","topic":"Neuroscience and Music Perception","field":"Neuroscience","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":"Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Mismatch negativity; Schizotypy; Psychology; Event-related potential; Population; Audiology; Electroencephalography; Developmental psychology; Impulsivity; Cognition; Endophenotype; Psychosis; Schizophrenia (object-oriented programming); Clinical psychology; Neuroscience; Psychiatry; Medicine","score_opus":0.14393450349035802,"score_gpt":0.37413844389395096,"score_spread":0.23020394040359293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402882734","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":[0.99953544,0.000028219814,0.000052648153,0.000017171691,0.000002334409,0.000009571122,0.0000647153,0.0000020455393,0.00028787617],"genre_scores_gemma":[0.99962866,0.00002519707,0.000085838554,0.000017855662,0.0000028706952,0.000009608131,0.00008984571,0.0000013658467,0.00013885814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998467,0.000027309059,0.000022313294,0.000037289483,0.00003494351,0.000031508225],"domain_scores_gemma":[0.999529,0.000069312366,0.00017335852,0.00005412001,0.000054150005,0.000120105884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028910517,0.0005698106,0.00032893498,0.00073268736,0.0009875105,0.0005895554,0.00017378904,0.00025373994,0.0024512808],"category_scores_gemma":[0.00132034,0.00015327013,0.00022200492,0.00029746655,0.00051772455,0.000258094,0.0006907903,0.0003487595,0.00029197542],"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":[0.0014688445,0.00027573988,0.95749927,0.000064723274,0.00007463926,0.0023499583,0.0041429023,0.00010436701,0.023308726,0.00015341265,0.0004064393,0.010150969],"study_design_scores_gemma":[0.000013214224,0.00018082085,0.9976539,0.0000065762433,0.000011319391,0.00092238194,0.00064045715,0.00006671823,0.00023127027,0.00011656625,0.00015248817,0.0000043883783],"about_ca_topic_score_codex":0.0047952966,"about_ca_topic_score_gemma":0.009562939,"teacher_disagreement_score":0.0047952966,"about_ca_system_score_codex":0.00028951507,"about_ca_system_score_gemma":0.00020249402,"threshold_uncertainty_score":0.009534717},"labels":[],"label_agreement":null}]}