{"meta":{"query_hash":"acfb3b8f361b","filters":{"venue":"International review of research in developmental disabilities"},"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/acfb3b8f361b","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+review+of+research+in+developmental+disabilities"},"results":[{"id":"W156009956","doi":"10.1016/b978-0-12-800278-0.00001-4","title":"Understanding and Improving Care for Individuals with Intellectual and Developmental Disabilities in the Emergency Department","year":2014,"lang":"en","type":"book-chapter","venue":"International review of research in developmental disabilities","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Health and Health Services Research Fund; Ontario Ministry of Health and Long-Term Care","keywords":"Emergency department; Psychological intervention; Medicine; Population; Health care; Crowding; Nursing; Medical emergency; Psychology; Environmental health","score_opus":0.16949763433445036,"score_gpt":0.3902419787636806,"score_spread":0.22074434442923024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W156009956","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":[0.00046585614,0.9433341,0.00036933576,0.032509193,0.0016591004,0.000015541344,0.000062747364,0.00001895588,0.021565137],"genre_scores_gemma":[0.003009253,0.983345,0.0009435763,0.007745471,0.00090885,0.000034500088,0.000053355645,0.000005313412,0.0039547305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917173,0.00033130407,0.0000684237,0.00006325648,0.00026050792,0.00010487398],"domain_scores_gemma":[0.9975617,0.0016648517,0.00020728899,0.000032731296,0.00032373684,0.00020974166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017702121,0.0005441829,0.00074211846,0.0015178575,0.0009001478,0.002930624,0.0011699487,0.0024437879,0.007616649],"category_scores_gemma":[0.005909013,0.00022235785,0.00042267406,0.002249163,0.0018875918,0.0033944517,0.0021134326,0.0035910937,0.0011658975],"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":[0.00001710345,0.00012920614,0.0007190905,0.0061869174,0.000032188495,0.00013120193,0.0024443003,0.00024635627,0.00011833149,0.03502379,0.36395004,0.59100145],"study_design_scores_gemma":[0.000020508318,0.000051670282,0.006736705,0.028522136,0.000042285625,0.0005877402,0.0058421097,0.000055254248,0.000073051306,0.029555071,0.92847633,0.000037184924],"about_ca_topic_score_codex":0.021154966,"about_ca_topic_score_gemma":0.055489555,"teacher_disagreement_score":0.021154966,"about_ca_system_score_codex":0.0030707272,"about_ca_system_score_gemma":0.013055029,"threshold_uncertainty_score":0.042063653},"labels":[],"label_agreement":null},{"id":"W161128504","doi":"10.1016/b978-0-12-394284-5.00007-3","title":"Assessment of Motor Behavior Among Children and Adolescents with Autism Spectrum Disorder","year":2012,"lang":"en","type":"book-chapter","venue":"International review of research in developmental disabilities","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":37,"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":"Autism; Psychology; Motor skill; Developmental psychology; Autism spectrum disorder; Social skills; Typically developing; Social communication","score_opus":0.05593318008598562,"score_gpt":0.3739974987324673,"score_spread":0.31806431864648166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161128504","genre_codex":"empirical","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":[0.43672976,0.32502013,0.00951299,0.006731379,0.0007627877,0.00038855954,0.0030209245,0.00047348568,0.21736002],"genre_scores_gemma":[0.5555092,0.34183,0.02524522,0.0021835568,0.00029059665,0.0004608546,0.0026197934,0.00008649924,0.07177432],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99973947,0.00005376842,0.000024845851,0.000028155839,0.00013462768,0.000019146597],"domain_scores_gemma":[0.99972445,0.00009441488,0.000049663453,0.0000047269923,0.00010261627,0.00002412904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035347365,0.0003149354,0.00028299916,0.0010249731,0.00020105574,0.00047448595,0.00044466407,0.0003090435,0.0013225953],"category_scores_gemma":[0.001100232,0.00010241317,0.00018075643,0.00053947343,0.00024018924,0.0003381296,0.00043918495,0.0003789013,0.00044478214],"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":[0.00004449526,0.00019610861,0.16145161,0.00054805714,0.000026090202,0.0006218041,0.0008485456,0.00019722457,0.0029503375,0.00078649144,0.014572617,0.8177567],"study_design_scores_gemma":[0.0000064035175,0.00030010825,0.93393815,0.0020648644,0.000042526666,0.008851526,0.0029470557,0.0003599273,0.0023664883,0.0013641154,0.047726493,0.000032444037],"about_ca_topic_score_codex":0.013440327,"about_ca_topic_score_gemma":0.034046393,"teacher_disagreement_score":0.013440327,"about_ca_system_score_codex":0.00044358746,"about_ca_system_score_gemma":0.00094173854,"threshold_uncertainty_score":0.02672422},"labels":[],"label_agreement":null},{"id":"W2193398897","doi":"10.1016/b978-0-12-386495-6.00001-1","title":"Marital Quality and Families of Children with Developmental Disabilities","year":2011,"lang":"en","type":"article","venue":"International review of research in developmental disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Psychosocial; Psychology; Psychological intervention; Marital relationship; Perspective (graphical); Developmental psychology; Context (archaeology); Quality (philosophy); Psychiatry; Geography","score_opus":0.24043138315411802,"score_gpt":0.4533740493345002,"score_spread":0.21294266618038218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193398897","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":[0.8701141,0.11900117,0.00008600686,0.0048388345,0.00012588591,0.000018623168,0.00033108186,0.0000025974596,0.0054817456],"genre_scores_gemma":[0.94411415,0.054772746,0.000089050656,0.0003290386,0.00007973273,0.000017401806,0.00012857078,0.0000016868267,0.00046767617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912184,0.0004629906,0.0000697862,0.0000507041,0.0001695123,0.00012518796],"domain_scores_gemma":[0.9963014,0.0013698118,0.0012165013,0.00008031673,0.0003637915,0.00066810724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012691898,0.0001205027,0.00043898966,0.0012326305,0.0013864428,0.0011002199,0.000489202,0.0005449511,0.0019268374],"category_scores_gemma":[0.010861305,0.00014265218,0.00036841625,0.0022132199,0.0007139923,0.00085832144,0.001031742,0.0007063157,0.00009261205],"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":[0.00010096402,0.00027038934,0.9278872,0.00033636397,0.00017540826,0.0002811272,0.004598048,0.00005458185,0.00006378716,0.00078583736,0.0011293525,0.0643169],"study_design_scores_gemma":[0.0000067448314,0.000084346706,0.98663425,0.00031568823,0.00008526604,0.0003379183,0.009594859,0.000027654729,0.000026900885,0.00034829555,0.002530142,0.000007961661],"about_ca_topic_score_codex":0.025474876,"about_ca_topic_score_gemma":0.0453475,"teacher_disagreement_score":0.025474876,"about_ca_system_score_codex":0.00078067725,"about_ca_system_score_gemma":0.0012957415,"threshold_uncertainty_score":0.05065322},"labels":[],"label_agreement":null},{"id":"W2205431518","doi":"10.1016/b978-0-12-386495-6.00002-3","title":"“Diagnose me Please!”: A Review of Research about the Journey and Initial Impact of Parents Seeking a Diagnosis of Developmental Disability for their Child","year":2011,"lang":"en","type":"review","venue":"International review of research in developmental disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Psychological intervention; Psychology; Mental health; Rutter; Developmental psychology; Process (computing); Psychiatry; Medicine","score_opus":0.3774653558562957,"score_gpt":0.5523423522442636,"score_spread":0.17487699638796794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205431518","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":[0.00010169199,0.99950385,0.00001730835,0.00020414486,0.000058084646,0.0000053241597,0.000017218623,8.4618716e-7,0.000091582384],"genre_scores_gemma":[0.0005959644,0.99904174,0.0000728649,0.00018607413,0.00004501908,0.000008410796,0.000015293443,4.869524e-7,0.000034148386],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9988834,0.00037113228,0.00026826913,0.00015292455,0.00026968122,0.000054570777],"domain_scores_gemma":[0.9952722,0.003561213,0.00059011823,0.000033496974,0.00043538038,0.000107528285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026364343,0.0008884756,0.002523041,0.0039576697,0.0005257532,0.0015992533,0.0012657655,0.0016848921,0.0028625804],"category_scores_gemma":[0.00838559,0.00042760922,0.0011548942,0.0051844814,0.0007462654,0.0022233573,0.0011483266,0.0016201833,0.0004188975],"study_design_candidate":"systematic_review","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":[0.00016959055,0.00008854555,0.0009241744,0.20357691,0.0004625199,0.0001554171,0.000519546,0.0000914827,0.0001763895,0.001008083,0.021790853,0.7710365],"study_design_scores_gemma":[0.00013178159,0.0003356488,0.012988107,0.47179356,0.0032243584,0.002971233,0.0024994654,0.00009318835,0.00025649474,0.0016663944,0.5039491,0.00009061995],"about_ca_topic_score_codex":0.0059638103,"about_ca_topic_score_gemma":0.020934088,"teacher_disagreement_score":0.0059638103,"about_ca_system_score_codex":0.0016157827,"about_ca_system_score_gemma":0.005215658,"threshold_uncertainty_score":0.013942957},"labels":[],"label_agreement":null},{"id":"W2482395731","doi":"10.1016/bs.irrdd.2015.04.002","title":"Health Surveillance and People with Intellectual Disabilities","year":2015,"lang":"en","type":"article","venue":"International review of research in developmental disabilities","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":22,"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","funders":"National Institutes of Health","keywords":"Intellectual disability; Health surveillance; Sampling frame; Linkage (software); Cognitive disabilities; Population; Psychology; Cognition; Medicine; Gerontology; Environmental health; Psychiatry","score_opus":0.1693780074780714,"score_gpt":0.438121584343891,"score_spread":0.26874357686581957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482395731","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":[0.0011640096,0.98365283,0.000107864274,0.012658641,0.0004866242,0.0000099911085,0.00017411458,0.000004328901,0.0017415967],"genre_scores_gemma":[0.015399426,0.98102885,0.00021167395,0.002033996,0.0010088389,0.000019114259,0.0001144835,0.0000014201225,0.00018228458],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939831,0.0031860124,0.0009018779,0.00053605944,0.0010420462,0.00035093227],"domain_scores_gemma":[0.9688748,0.02301549,0.004292849,0.0003695511,0.002477189,0.0009701335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009367835,0.0007007238,0.0014974131,0.010416096,0.0008792258,0.003485933,0.00094526366,0.0029662158,0.0033020645],"category_scores_gemma":[0.031340227,0.0004389803,0.0012230724,0.011658185,0.0025565177,0.0037610983,0.0025536292,0.0024113539,0.00024274195],"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":[0.00014510125,0.00025448148,0.06686618,0.026501358,0.0007079225,0.00036449416,0.0016802602,0.00042211512,0.00018004268,0.019057501,0.0401866,0.84363407],"study_design_scores_gemma":[0.00010612196,0.00057825004,0.31374237,0.21827008,0.0019977947,0.0029049173,0.013926004,0.00070873543,0.0006453971,0.028554516,0.41835922,0.00020660894],"about_ca_topic_score_codex":0.03540993,"about_ca_topic_score_gemma":0.029756004,"teacher_disagreement_score":0.03540993,"about_ca_system_score_codex":0.0036026873,"about_ca_system_score_gemma":0.009076834,"threshold_uncertainty_score":0.07040763},"labels":[],"label_agreement":null},{"id":"W3211303681","doi":"10.1016/bs.irrdd.2021.08.003","title":"Redressing the balance: A systematic review of positive psychology in the intellectual disability literature","year":2021,"lang":"en","type":"review","venue":"International review of research in developmental disabilities","topic":"Resilience and Mental Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Positive psychology; Intellectual disability; Psychology; Psychological intervention; Balance (ability); Clinical psychology; Developmental psychology; Social psychology; Psychiatry","score_opus":0.18580911969285338,"score_gpt":0.5686039402878283,"score_spread":0.38279482059497494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211303681","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":[0.0003476765,0.9989083,0.00007173221,0.000368804,0.000098540506,0.0000794313,0.000042767955,0.0000024301387,0.00008026084],"genre_scores_gemma":[0.0077269217,0.990299,0.00055641925,0.0010323594,0.0001101354,0.0001838406,0.000044634904,0.0000029562123,0.000043718934],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9820216,0.008047999,0.0056960494,0.0009857286,0.002796589,0.00045203578],"domain_scores_gemma":[0.9452885,0.043928362,0.006431833,0.0006677437,0.0030110483,0.00067260995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020823378,0.0014676907,0.010098902,0.012893292,0.0009816777,0.0056128413,0.0023045123,0.0031639466,0.00335718],"category_scores_gemma":[0.0789689,0.0011908136,0.0061500445,0.012722785,0.0020106942,0.004942556,0.0041000345,0.0025468902,0.00023536281],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014473517,0.000021602353,0.00058511406,0.93753713,0.0071135815,0.00008315073,0.00043681776,0.00005234327,0.0001250361,0.00043808977,0.0016559539,0.05180642],"study_design_scores_gemma":[0.00020449584,0.00008391333,0.0025269454,0.9441903,0.036422964,0.00022625117,0.0005446775,0.000042139938,0.0000681962,0.0006459286,0.015008811,0.000035457917],"about_ca_topic_score_codex":0.010943039,"about_ca_topic_score_gemma":0.051568497,"teacher_disagreement_score":0.020823378,"about_ca_system_score_codex":0.005078341,"about_ca_system_score_gemma":0.024095362,"threshold_uncertainty_score":0.11012584},"labels":[],"label_agreement":null},{"id":"W981678314","doi":"10.1016/bs.irrdd.2015.03.004","title":"A Review of Health Surveillance in Older Adults with Intellectual and Developmental Disabilities","year":2015,"lang":"en","type":"review","venue":"International review of research in developmental disabilities","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Queen's University","funders":"","keywords":"Intellectual disability; Life expectancy; Context (archaeology); Population; Vulnerability (computing); Health care; Gerontology; Psychology; Medicine; Environmental health; Psychiatry; Political science; Geography","score_opus":0.1822164581173935,"score_gpt":0.470872857331963,"score_spread":0.2886563992145695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W981678314","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":[0.00008366378,0.999446,0.000033251043,0.00018362347,0.000064785454,0.000008952999,0.00005501816,0.0000017881066,0.00012299561],"genre_scores_gemma":[0.0006433369,0.9989285,0.00014409941,0.00015834588,0.000055764252,0.000009233815,0.000034283483,3.91744e-7,0.000025961834],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978836,0.0005210893,0.0008445766,0.00022849077,0.0004397914,0.00008237789],"domain_scores_gemma":[0.99333656,0.0045532193,0.0010997062,0.00006481818,0.0007869663,0.00015875741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003777046,0.0010357507,0.0030402103,0.007271354,0.00043401239,0.0015812975,0.0013163183,0.0013350315,0.0030737503],"category_scores_gemma":[0.01026318,0.0005323295,0.0023880156,0.0078120325,0.0005068325,0.0019021002,0.0012644863,0.0012221553,0.00030386553],"study_design_candidate":"systematic_review","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":[0.00010900625,0.00007407093,0.0020520226,0.29110768,0.0011518687,0.00013462323,0.0002490363,0.00022042918,0.00021835198,0.0014342731,0.016781194,0.68646735],"study_design_scores_gemma":[0.00010218159,0.00031004127,0.015173563,0.50858265,0.007297027,0.0012418113,0.00069374597,0.00022696758,0.00028394008,0.0016994954,0.464296,0.0000926228],"about_ca_topic_score_codex":0.009785594,"about_ca_topic_score_gemma":0.021597227,"teacher_disagreement_score":0.009785594,"about_ca_system_score_codex":0.001705457,"about_ca_system_score_gemma":0.0069272695,"threshold_uncertainty_score":0.019975126},"labels":[],"label_agreement":null}]}