{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"d833b33248a7","filters":{"venue":"The Psychological Research in Individuals with Exceptional Needs"}},"results":[{"id":"W4405993145","doi":"10.61838/kman.prien.2.2.4","title":"Teachers’ Narratives on Implementing AI-Based Learning Tools for Students with Severe Disabilities","year":2024,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Sports and Physical Education Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Narrative; Mathematics education; Psychology; Learning disability; Medical education; Pedagogy; Computer science; Medicine; Developmental psychology; Art","authors":[{"name":"Mehdi Rostami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3749100734942468,"gpt":0.6197321546388563,"spread":0.2448220811446096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008505008,0.000937299,0.0008140781,0.001678941,0.006128102,0.004903398,0.001591381,0.002000726,0.002316262],"category_scores_gemma":[0.02565962,0.0007067258,0.0006307825,0.001494269,0.007173325,0.004986569,0.006817537,0.00350588,0.000622576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004728726,"about_ca_system_score_gemma":0.004377849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006394689,"about_ca_topic_score_gemma":0.01193596,"domain_scores_codex":[0.9889197,0.007323709,0.0008839001,0.0005223325,0.001322803,0.001027576],"domain_scores_gemma":[0.9667503,0.02473422,0.003444811,0.0008086961,0.001989481,0.002272576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002700662,0.00001951185,0.002222207,0.0001542932,0.000004153964,0.0009923164,0.989215,0.00008005009,0.0006422019,0.001011651,0.0006346231,0.004997066],"study_design_scores_gemma":[0.000003506456,0.00003294034,0.001521373,0.0002310579,0.000005829123,0.0006960442,0.9779544,0.0001074031,0.0006156652,0.0002764078,0.01853637,0.00001894367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759818,0.001600364,0.005027066,0.006649938,0.0001284966,0.0001365284,0.0002878531,0.0000504629,0.01013758],"genre_scores_gemma":[0.9892454,0.002420131,0.002690907,0.0005798656,0.00002802519,0.0001876223,0.000151117,0.00005027811,0.004646556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008505008,"threshold_uncertainty_score":0.04497927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405997979","doi":"10.61838/kman.prien.2.4.4","title":"Evaluating the Impact of Reality Therapy on Temperament and Sleep Quality in Adolescents with Learning Disorders: A Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Temperament; Randomized controlled trial; Psychology; Sleep quality; Clinical psychology; Quality (philosophy); Psychotherapist; Developmental psychology; Medicine; Psychiatry; Personality; Social psychology; Insomnia; Internal medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3059799163376237,"gpt":0.5699403830056454,"spread":0.2639604666680218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004798231,0.001280476,0.004491524,0.0009271615,0.0008365987,0.001133977,0.001264671,0.003053708,0.006246916],"category_scores_gemma":[0.008101754,0.0008032037,0.002951617,0.0007926271,0.001192928,0.001103952,0.0007588668,0.002284274,0.0004372802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933234,"about_ca_system_score_gemma":0.002077478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493497,"about_ca_topic_score_gemma":0.002265838,"domain_scores_codex":[0.9954399,0.00295182,0.0005376592,0.0004769262,0.0002958278,0.0002977894],"domain_scores_gemma":[0.9962267,0.002053185,0.0007033719,0.0002467307,0.0002468183,0.0005232134],"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":[0.9476568,0.01837026,0.0005714289,0.003247487,0.001874647,0.00005053715,0.0001048376,0.0002727093,0.001130786,0.000164483,0.0002393636,0.02631669],"study_design_scores_gemma":[0.9334043,0.06415171,0.0007465485,0.000155412,0.0007478714,0.00001235302,0.00003133216,0.0002130613,0.0001962996,0.00006827654,0.0002626824,0.00001017552],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297189,0.01840795,0.002781962,0.0009916961,0.001794252,0.0435113,0.0006981837,0.0002076572,0.001888125],"genre_scores_gemma":[0.9214231,0.008015187,0.00833041,0.0008941918,0.0008157382,0.05872774,0.0003211892,0.00002254799,0.001449925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006246916,"threshold_uncertainty_score":0.02537578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405984081","doi":"10.61838/kman.prien.1.3.6","title":"The Impact of Emotional Maturity and Social Problem-Solving Abilities on Neurobehavioral Outcomes in Autistic Adolescents","year":2023,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychology; Maturity (psychological); Autism; Developmental psychology; Clinical psychology; Predictive power; Population; Autism spectrum disorder; Psychological intervention; Social skills; Pearson product-moment correlation coefficient; Correlation; Cognition; Cognitive skill; Psychiatry; Medicine","authors":[{"name":"Kamdin Parsakia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1869775253681993,"gpt":0.4621030926513726,"spread":0.2751255672831733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005116916,0.0002227162,0.0001833026,0.0007195217,0.0002570932,0.0005005832,0.0001728016,0.0002316425,0.0006860835],"category_scores_gemma":[0.002942125,0.0001424574,0.0003018642,0.0002561148,0.0002304988,0.0002796852,0.0004636786,0.0004860529,0.00007426693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670303,"about_ca_system_score_gemma":0.0004124353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003357532,"about_ca_topic_score_gemma":0.005313778,"domain_scores_codex":[0.9996321,0.0001191676,0.00004007069,0.00004754847,0.0001023425,0.00005874919],"domain_scores_gemma":[0.9981489,0.0004176398,0.0009572669,0.00005567935,0.0001695067,0.0002509523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002667751,0.00005134286,0.9969994,0.000007596942,0.00001357236,0.00009427056,0.0002064139,0.00002329029,0.0002294917,0.00001401545,0.00001365845,0.002320182],"study_design_scores_gemma":[6.197982e-7,0.00004430069,0.9995549,0.000004699314,0.000005450874,0.0001141076,0.0001543665,0.00003983883,0.00004533538,0.000008932568,0.00002666937,8.631413e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997081,0.00008992897,0.00001410799,0.00001177613,9.885123e-7,0.000002045756,0.00001278084,6.610937e-7,0.0001595205],"genre_scores_gemma":[0.9998005,0.00006298185,0.00004217137,0.000004816363,0.000001506127,0.000003994737,0.00002823441,4.142249e-7,0.00005535979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003357532,"threshold_uncertainty_score":0.006675959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405992645","doi":"10.61838/kman.prien.1.2.1","title":"Enhancing Collaboration Between Schools and Mental Health Services","year":2023,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mental health; Business; Public relations; Psychology; Medical education; Internet privacy; Computer science; Political science; Medicine; Psychiatry","authors":[{"name":"Nadereh Saadati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018259823433601,"gpt":0.4380144682804457,"spread":0.3361884859370856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03715285,0.0006979021,0.000735082,0.002499945,0.01102063,0.010812,0.002625341,0.003961907,0.01185862],"category_scores_gemma":[0.05787311,0.0007403179,0.001711671,0.001170059,0.004798422,0.00962925,0.03333418,0.00549642,0.001629447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008127718,"about_ca_system_score_gemma":0.03986021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005394124,"about_ca_topic_score_gemma":0.01180684,"domain_scores_codex":[0.9182155,0.06816035,0.001941536,0.002555271,0.003424827,0.005702655],"domain_scores_gemma":[0.930823,0.02954009,0.005977457,0.004032747,0.005462632,0.02416421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000361367,0.002887492,0.08279469,0.002071595,0.0005983353,0.002433455,0.1475466,0.001406215,0.001470416,0.0378621,0.04622076,0.6743469],"study_design_scores_gemma":[0.0006253612,0.002555085,0.08242536,0.008904639,0.0005102456,0.00307493,0.3029146,0.002967879,0.002273456,0.1340739,0.4593486,0.0003259961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3344162,0.01011472,0.07311969,0.4481652,0.004005751,0.002020748,0.0001667105,0.001109303,0.1268817],"genre_scores_gemma":[0.9330486,0.003185534,0.04042862,0.01622844,0.0007207606,0.0007866874,0.00007800068,0.00007609541,0.005447302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03715285,"threshold_uncertainty_score":0.1964853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406025122","doi":"10.61838/kman.prien.1.4.2","title":"Social Support Networks and Mental Health in Gifted Students","year":2023,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Mental health; Psychology; Mathematics education; Medical education; Applied psychology; Psychiatry; Medicine","authors":[{"name":"Mehdi Rostami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1711376824909759,"gpt":0.5045493121630513,"spread":0.3334116296720754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143289,0.0001785569,0.0002932423,0.001041237,0.00194404,0.001917945,0.0003790153,0.0005136859,0.002864345],"category_scores_gemma":[0.005898012,0.0001222338,0.0003381511,0.000406224,0.0014797,0.001092208,0.003142864,0.0009394675,0.00008505061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224015,"about_ca_system_score_gemma":0.001142464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003653339,"about_ca_topic_score_gemma":0.0055616,"domain_scores_codex":[0.9989111,0.0005853371,0.00006351765,0.00007073362,0.0001427586,0.0002264884],"domain_scores_gemma":[0.9971294,0.0006376434,0.0008421968,0.00006734558,0.000119469,0.001204002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184763,0.0007611511,0.7613131,0.0004123107,0.0001807976,0.002761706,0.1323268,0.0002792001,0.001204538,0.005191263,0.001341516,0.09400907],"study_design_scores_gemma":[0.00006603406,0.0006636649,0.711508,0.0006091087,0.000112336,0.003419083,0.2609757,0.0005957115,0.000377346,0.006276018,0.01530934,0.00008753432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964754,0.0007287876,0.00008209392,0.0008944984,0.00002884644,0.00001046505,0.00001695693,0.000002541656,0.001760354],"genre_scores_gemma":[0.9994105,0.0002398908,0.00005260218,0.0000785892,0.00000883547,0.00000604457,0.000006801825,5.137899e-7,0.0001962578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003653339,"threshold_uncertainty_score":0.009582162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406025081","doi":"10.61838/kman.prien.1.4.6","title":"Enhancing Social and Emotional Well-Being Through Drama Therapy: Evidence from Adolescents with Physical Disabilities","year":2023,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Drama; Drama therapy; Psychology; Social emotional learning; Emotional well-being; Psychotherapist; Developmental psychology; Art; Visual arts","authors":[{"name":"Farhad Namjoo","is_ca":true},{"name":"Mansour Abdi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2385776139764524,"gpt":0.4705728249304382,"spread":0.2319952109539858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002303217,0.0004004652,0.001185805,0.000439127,0.0003968901,0.0005802734,0.0006484421,0.0006782725,0.002932539],"category_scores_gemma":[0.004725585,0.0002215594,0.0009115943,0.00057736,0.0005783756,0.000431264,0.000607369,0.0007094432,0.0002078599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362029,"about_ca_system_score_gemma":0.0005791661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226855,"about_ca_topic_score_gemma":0.002274003,"domain_scores_codex":[0.9984603,0.0009362296,0.0002072896,0.0001206603,0.0001719531,0.0001035001],"domain_scores_gemma":[0.9979221,0.001509728,0.0002934622,0.00008277324,0.00009103165,0.0001008828],"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":[0.07373776,0.08582505,0.02447286,0.04899675,0.005992266,0.0006327826,0.007739326,0.0006178902,0.009475437,0.0009915633,0.0009895256,0.7405289],"study_design_scores_gemma":[0.09595628,0.3729937,0.4356627,0.01989541,0.01611525,0.001917555,0.01150809,0.0009678581,0.01205807,0.001081398,0.03170461,0.0001390499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601682,0.0358612,0.0002186521,0.0004560911,0.0001202006,0.0007114463,0.0001360111,0.000007755264,0.002320375],"genre_scores_gemma":[0.9558704,0.04113527,0.001151393,0.000302468,0.0001366307,0.0007866517,0.0001424922,0.000005384336,0.0004692481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002932539,"threshold_uncertainty_score":0.01218069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405992514","doi":"10.61838/kman.prien.1.2.4","title":"Cognitive Failures and Sense of Coherence as Predictors of Academic Resilience in Children with Speech Impairments","year":2023,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychology; Cognition; Psychological resilience; Regression analysis; Psychological intervention; Clinical psychology; Population; Descriptive statistics; Developmental psychology; Medicine; Social psychology; Statistics; Psychiatry; Mathematics","authors":[{"name":"Shoaib Vahidi","is_ca":false},{"name":"Farzaneh Mardani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09686984051866981,"gpt":0.4771860255070808,"spread":0.380316184988411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113271,0.0004625304,0.0003197549,0.001345022,0.0005033687,0.0008320993,0.0003219269,0.000337939,0.00191883],"category_scores_gemma":[0.006666149,0.0002360604,0.0004969013,0.0006280608,0.000731972,0.0007088066,0.00141989,0.0007856438,0.0001393424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004721881,"about_ca_system_score_gemma":0.0007708259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006906617,"about_ca_topic_score_gemma":0.009486022,"domain_scores_codex":[0.9994753,0.0001055013,0.00006832977,0.00006056575,0.0001518733,0.0001384347],"domain_scores_gemma":[0.9962507,0.0007350712,0.002057299,0.0001362945,0.0002432721,0.0005774597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002741492,0.00004248139,0.9969319,0.00001335894,0.00001822115,0.00009038157,0.0008122226,0.00006636622,0.00009461813,0.00003712419,0.00002916339,0.001836874],"study_design_scores_gemma":[0.000001215584,0.0000497735,0.9982609,0.00001396996,0.000009853212,0.00009688512,0.001307482,0.0001151015,0.00004534124,0.00004020162,0.0000563217,0.000003038436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996527,0.00007692949,0.00002919282,0.00003015583,0.000001695661,0.000002409141,0.00002259093,0.000001186052,0.0001830943],"genre_scores_gemma":[0.9997863,0.00006009793,0.00004347445,0.000004406297,0.000002149728,0.000004911868,0.00003587233,6.092755e-7,0.00006215111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006906617,"threshold_uncertainty_score":0.01373285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405984179","doi":"10.61838/kman.prien.1.3.5","title":"Empathy and Adaptive Behavior as Predictors of Neurodevelopmental Functioning in Adolescents with Autism Spectrum Disorder","year":2023,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Empathy; Autism spectrum disorder; Adaptive functioning; Adaptive behavior; Psychology; Autism; Interpersonal Reactivity Index; Vineland Adaptive Behavior Scale; Clinical psychology; Psychological intervention; Neurodevelopmental disorder; Developmental psychology; Descriptive statistics; Population; Correlation; Psychiatry; Medicine; Perspective-taking","authors":[{"name":"Saghar Salehi Hazardera","is_ca":false},{"name":"Chidinma Chikwe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.104276553159477,"gpt":0.3791520187581407,"spread":0.2748754655986637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007844472,0.0002785624,0.0001967546,0.0008085569,0.0003191616,0.0004640316,0.0002186887,0.0003748263,0.0009908514],"category_scores_gemma":[0.005178649,0.000146326,0.000351277,0.0003123376,0.000280094,0.0003589718,0.0007287171,0.0008317441,0.00009978539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003444609,"about_ca_system_score_gemma":0.0003748526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004210107,"about_ca_topic_score_gemma":0.006181051,"domain_scores_codex":[0.9996065,0.0001344013,0.0000474771,0.00005544859,0.00009874538,0.00005738778],"domain_scores_gemma":[0.9978704,0.000578154,0.001001744,0.00005251381,0.0001999826,0.0002972294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001078179,0.00002449263,0.9983864,0.000004689561,0.00001072409,0.00003741203,0.0001474543,0.00002953107,0.00007949382,0.00001523607,0.00001822703,0.001235594],"study_design_scores_gemma":[7.388856e-7,0.00001954751,0.9994541,0.000006482884,0.000005401039,0.00009936972,0.0002181722,0.0001130485,0.00002515404,0.00001836983,0.00003859483,0.000001021962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994049,0.0001494716,0.00005218083,0.00004645395,0.000002214619,0.000004536588,0.00003195398,0.000001472991,0.000306754],"genre_scores_gemma":[0.9996866,0.00007547346,0.0001056828,0.000008791382,0.000001835577,0.000007002826,0.00004754621,5.544446e-7,0.00006650988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004210107,"threshold_uncertainty_score":0.008371234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409013031","doi":"10.61838/kman.prien.3.1.3","title":"Identifying the Cognitive and Emotional Components of Self-Advocacy in Exceptional Learners","year":2025,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Cognition; Self-advocacy; Social psychology; Cognitive psychology; Developmental psychology; Pedagogy","authors":[{"name":"Wioleta Karna","is_ca":false},{"name":"Karina Batthyány","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.165462845235355,"gpt":0.4471803840212557,"spread":0.2817175387859007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00504461,0.0002784052,0.0004539183,0.0010682,0.002138928,0.003167639,0.0005863436,0.0007570407,0.001199519],"category_scores_gemma":[0.01447559,0.0001592887,0.0004528556,0.0003396709,0.00274609,0.001813507,0.004633877,0.001322245,0.0001886431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023055,"about_ca_system_score_gemma":0.002152118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008770967,"about_ca_topic_score_gemma":0.00179332,"domain_scores_codex":[0.9975823,0.001306261,0.00015361,0.0001475775,0.0004206744,0.0003895815],"domain_scores_gemma":[0.9928945,0.003709966,0.001139729,0.0003200856,0.0006867691,0.00124904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001206046,0.0003908472,0.2716029,0.0007243405,0.00005906188,0.002146909,0.6153919,0.0001572143,0.003467382,0.003083796,0.001371697,0.1014835],"study_design_scores_gemma":[0.00001449132,0.0003329293,0.1464998,0.001043818,0.00007912412,0.004214978,0.8138565,0.0006422254,0.003621637,0.006809166,0.02279972,0.0000856063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946838,0.0003100767,0.001055657,0.0005422233,0.00001915675,0.00002752691,0.00001732402,0.00001281637,0.003331406],"genre_scores_gemma":[0.9975283,0.0002893388,0.001242685,0.00014966,0.000009039809,0.00003561762,0.0000220798,0.000005449666,0.0007178747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00504461,"threshold_uncertainty_score":0.02667874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406024971","doi":"10.61838/kman.prien.1.1.4","title":"Enhancing Emotion Regulation and Critical Thinking in Hearing-Impaired Individuals through Sensory Integration Therapy: A Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Randomized controlled trial; Sensory system; Psychology; Audiology; Hearing impaired; Cognitive psychology; Medicine; Internal medicine","authors":[{"name":"Virginia Longo","is_ca":true},{"name":"Sorosh Morsali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1865536822439656,"gpt":0.4638399146652238,"spread":0.2772862324212582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002949368,0.00116313,0.003783015,0.0007903689,0.000742203,0.001092844,0.0009844594,0.002155023,0.00585562],"category_scores_gemma":[0.004215186,0.0006233069,0.00224872,0.0007889438,0.001064788,0.0008599587,0.0005510437,0.002028782,0.0004172527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007117226,"about_ca_system_score_gemma":0.00173272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503936,"about_ca_topic_score_gemma":0.002720627,"domain_scores_codex":[0.9981064,0.0009707251,0.0002437982,0.0002894822,0.0002007781,0.0001888838],"domain_scores_gemma":[0.9983714,0.0007922393,0.0002997427,0.0001025693,0.0001415448,0.00029245],"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":[0.9531108,0.01522894,0.0003769809,0.003845505,0.001947838,0.00005120985,0.0001000963,0.0001807017,0.001644981,0.0001314767,0.0002881218,0.0230934],"study_design_scores_gemma":[0.938258,0.05891773,0.0008208224,0.0001624947,0.000937434,0.00001446599,0.00004056023,0.0001972576,0.0002647598,0.00006664827,0.0003094561,0.00001048376],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454912,0.01719886,0.001734406,0.0007240084,0.001653338,0.03058716,0.0005822968,0.0001888487,0.001839887],"genre_scores_gemma":[0.9358604,0.01025363,0.005669722,0.0009564163,0.0008699358,0.04386336,0.0003378635,0.00002196542,0.002166685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00585562,"threshold_uncertainty_score":0.01958901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405993303","doi":"10.61838/kman.prien.2.2.3","title":"Emotional and Cognitive Effects of Long-Term Antipsychotic Medication Use: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Antipsychotic; Cognition; Term (time); Psychology; Medicine; Clinical psychology; Psychiatry; Psychotherapist; Cognitive psychology; Schizophrenia (object-oriented programming)","authors":[{"name":"Kamdin Parsakia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2976458975608214,"gpt":0.5801841259652091,"spread":0.2825382284043876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310145,0.0006260668,0.0009991223,0.001625052,0.008370379,0.003928262,0.001545714,0.001709852,0.002988558],"category_scores_gemma":[0.01454826,0.0006299348,0.0006001476,0.001790978,0.008301293,0.004330231,0.005648121,0.002776816,0.0003772101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005397062,"about_ca_system_score_gemma":0.00464332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009151328,"about_ca_topic_score_gemma":0.01520161,"domain_scores_codex":[0.9913127,0.0063542,0.0002668915,0.0004013769,0.0006599425,0.001004833],"domain_scores_gemma":[0.9824619,0.01310061,0.001021496,0.0003389097,0.001231619,0.001845482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002768833,0.00003754171,0.001878843,0.0001801778,0.000004401841,0.0009496418,0.9928188,0.00003062698,0.0005224643,0.0007010451,0.0002829996,0.002565783],"study_design_scores_gemma":[0.000003045531,0.00004267649,0.001085184,0.0002275368,0.00000359069,0.0003164029,0.9927599,0.00004420819,0.0001275911,0.0001871748,0.005192205,0.00001041795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857437,0.001620593,0.002785602,0.003082773,0.0001105476,0.0002670946,0.0002725572,0.00002140051,0.006095718],"genre_scores_gemma":[0.9924137,0.001970871,0.001223892,0.0009634799,0.00003748286,0.0004015708,0.00008979092,0.00002662469,0.002872524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310145,"threshold_uncertainty_score":0.06928796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405998063","doi":"10.61838/kman.prien.2.4.2","title":"Community Integration and Social Participation for Adults with Intellectual Disabilities","year":2024,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Community integration; Intellectual disability; Psychology; Sociology; Gerontology; Psychiatry; Medicine","authors":[{"name":"Kamdin Parsakia","is_ca":true},{"name":"Nadereh Saadati","is_ca":true},{"name":"Mehdi Rostami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3157006045115803,"gpt":0.5010431402964506,"spread":0.1853425357848703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002846072,0.0003378341,0.0003725358,0.0008333756,0.005274835,0.002599317,0.0007978365,0.0009867868,0.003006701],"category_scores_gemma":[0.004356965,0.0001540185,0.000411919,0.0005490151,0.003470948,0.002434755,0.008101329,0.001129834,0.0002102039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621079,"about_ca_system_score_gemma":0.002999291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004386587,"about_ca_topic_score_gemma":0.01066816,"domain_scores_codex":[0.9967484,0.002100917,0.0001199229,0.0001508322,0.0002864721,0.0005934051],"domain_scores_gemma":[0.9976634,0.0008415412,0.0004150347,0.00009479417,0.0001624055,0.0008228053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006094972,0.0002153539,0.02938355,0.0004510305,0.0000230409,0.002202313,0.8849884,0.00005190872,0.000729713,0.002832523,0.002561295,0.07649987],"study_design_scores_gemma":[0.00001690523,0.0002690367,0.02716192,0.0006416875,0.00002137083,0.00192769,0.9317962,0.0000694889,0.0001571861,0.001636879,0.03628206,0.00001955227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755744,0.003497369,0.0005317088,0.004474355,0.000090498,0.00009310441,0.00004587982,0.00001832866,0.01567443],"genre_scores_gemma":[0.9958709,0.001608323,0.0005007175,0.0004554806,0.00003495555,0.0001047307,0.0000307088,0.000003705461,0.001390569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274835,"threshold_uncertainty_score":0.01505166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405993114","doi":"10.61838/kman.prien.2.2.1","title":"Brain Imaging Studies in Children with Learning Disabilities","year":2024,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Neuroimaging; Psychology; Neuroscience; Medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.177244063986,"gpt":0.4834465228199117,"spread":0.3062024588339116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009199617,0.0002083204,0.0002196478,0.001991266,0.000482292,0.0005659029,0.0003055513,0.0006882062,0.001463401],"category_scores_gemma":[0.005253057,0.0001217326,0.0002311974,0.001262162,0.0009130529,0.0007666025,0.0007897835,0.0006320701,0.0002077325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006626858,"about_ca_system_score_gemma":0.0007225564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008122169,"about_ca_topic_score_gemma":0.007742012,"domain_scores_codex":[0.9993875,0.0001774963,0.00008674368,0.00009714813,0.0001518116,0.00009935714],"domain_scores_gemma":[0.9983678,0.0007287703,0.0004889658,0.00008010657,0.0002160097,0.0001183235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002750552,0.0002284401,0.7088973,0.002772827,0.0002372791,0.04252279,0.01502614,0.0004539879,0.01713965,0.006923947,0.007647727,0.1978748],"study_design_scores_gemma":[0.00001780846,0.0002225796,0.8833609,0.0009464599,0.0001080678,0.07362001,0.008042163,0.0000917229,0.004040962,0.002494732,0.02702362,0.00003100279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014285,0.05692167,0.001130297,0.006291706,0.0001276634,0.00006368342,0.0006010491,0.00002733895,0.03340805],"genre_scores_gemma":[0.9557905,0.04077426,0.001202974,0.0008170077,0.0002120847,0.00004972374,0.0001623903,0.00001059351,0.0009805412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008122169,"threshold_uncertainty_score":0.01614982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409012968","doi":"10.61838/kman.prien.3.2.4","title":"Effectiveness of Exposure Therapy on Life Satisfaction and Cognitive Flexibility in Adults with ADHD","year":2025,"lang":"en","type":"article","venue":"The Psychological Research in Individuals with Exceptional Needs","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cognitive flexibility; Flexibility (engineering); Psychology; Life satisfaction; Cognition; Clinical psychology; Psychotherapist; Psychiatry; Statistics","authors":[{"name":"Sarah Turner","is_ca":true},{"name":"Daniela Gottschlich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1499905052046751,"gpt":0.462416808909388,"spread":0.3124263037047129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008265635,0.000260345,0.001099604,0.0002601559,0.0003105581,0.0003204473,0.0002535102,0.0005926845,0.002718589],"category_scores_gemma":[0.001762886,0.0001245189,0.0007895894,0.0001949891,0.0002280183,0.0002571719,0.0003377895,0.0006404491,0.0001073984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175162,"about_ca_system_score_gemma":0.0003574033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006411114,"about_ca_topic_score_gemma":0.001063663,"domain_scores_codex":[0.9992493,0.0004364487,0.00008446004,0.000066447,0.00009469781,0.00006863633],"domain_scores_gemma":[0.9993252,0.0003565982,0.000121234,0.00002378425,0.00002683088,0.0001464435],"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":[0.2045086,0.1192156,0.04672506,0.004642036,0.002587516,0.0001929646,0.001081949,0.000978876,0.01239448,0.0002924285,0.0006271319,0.6067533],"study_design_scores_gemma":[0.08295604,0.5496123,0.3543853,0.0007306537,0.002326993,0.0002508458,0.0006827994,0.00162013,0.004310474,0.0002662512,0.002809662,0.00004845905],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965187,0.001937324,0.0001566948,0.00008248203,0.0000364797,0.0004152287,0.00005038574,0.00001097509,0.0007917727],"genre_scores_gemma":[0.9964854,0.001579049,0.0007534015,0.0001011975,0.00006998442,0.0006314564,0.0000887837,0.000001452503,0.0002892255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002718589,"threshold_uncertainty_score":0.009094596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}