{"meta":{"query_hash":"5c6703af0fbb","filters":{"venue":"Evidence-Based Communication Assessment and Intervention"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/5c6703af0fbb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Evidence-Based+Communication+Assessment+and+Intervention"},"results":[{"id":"W2068410919","doi":"10.1080/17489539.2014.997427","title":"Comments and a personal reflection on the persistence of facilitated communication","year":2014,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Misinformation; Persistence (discontinuity); Credibility; Construct (python library); Psychology; Reflection (computer programming); Autism; Intervention (counseling); Psychological intervention; Scientific evidence; Epistemology; Social psychology; Developmental psychology; Computer science; Philosophy","score_opus":0.2081814314931888,"score_gpt":0.410928242495571,"score_spread":0.20274681100238218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068410919","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":[0.94444907,0.0006784364,0.0047984896,0.04712653,0.000029943843,0.00058579055,0.0000053724266,0.00005306886,0.0022733153],"genre_scores_gemma":[0.99777424,0.0010751035,0.0004081496,0.00048443,0.0000035202359,0.000102207276,0.000013069003,0.000008869012,0.00013041403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963892,0.0024916623,0.00034055868,0.0002554284,0.0003794967,0.0001436387],"domain_scores_gemma":[0.99698377,0.001919849,0.0002966858,0.0007113489,0.00004254629,0.00004582551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015972666,0.00012470438,0.0001403873,0.00013841488,0.0005371144,0.00012559725,0.0004888514,0.000049370596,0.00011875268],"category_scores_gemma":[0.00051970896,0.000099891935,0.00007632084,0.0002663278,0.00043507802,0.00043058943,0.0002147398,0.0003375405,0.000006239744],"study_design_candidate":"theoretical_or_conceptual","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":[0.0010619231,0.00223074,0.06258505,0.0006140844,0.00008715201,5.438619e-7,0.005449723,0.00010612385,0.13125221,0.60561115,0.0009938439,0.19000743],"study_design_scores_gemma":[0.0038154358,0.0042997315,0.31838137,0.0060584047,0.00010577115,0.000011832397,0.004066712,0.5512709,0.07759477,0.031218356,0.0024706167,0.00070609956],"about_ca_topic_score_codex":0.00009106856,"about_ca_topic_score_gemma":0.000029799323,"teacher_disagreement_score":0.5743928,"about_ca_system_score_codex":0.00008194256,"about_ca_system_score_gemma":0.000023872552,"threshold_uncertainty_score":0.41311038},"labels":[],"label_agreement":null},{"id":"W2078833197","doi":"10.1080/17489530802296897","title":"Expertise in research-informed clinical decision making: Working effectively with families of children with little or no functional speech","year":2008,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Family and Disability Support Research","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thames Valley Children's Centre; Western University","funders":"","keywords":"Psychological intervention; Intervention (counseling); Situational ethics; Psychology; Augmentative and alternative communication; Applied psychology; Work (physics); Medical education; Developmental psychology; Social psychology; Medicine","score_opus":0.3818575052197247,"score_gpt":0.5378144240139611,"score_spread":0.15595691879423634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078833197","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":[0.9915793,0.00067916466,0.0043413476,0.00023064569,0.000065738874,0.0008112323,0.000002726556,0.000029976278,0.0022598451],"genre_scores_gemma":[0.9933934,0.00042193403,0.005546592,0.000048933045,0.000029926201,0.00026723964,0.000044829823,0.000014742096,0.0002324112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617064,0.0017291862,0.00073284085,0.00038431276,0.00070651964,0.00027648284],"domain_scores_gemma":[0.99485296,0.003584473,0.0002516275,0.0008003531,0.00043468142,0.00007592989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003917067,0.00015420504,0.00029611916,0.0003904934,0.000239573,0.000052458618,0.0003725552,0.00013071072,0.0007981924],"category_scores_gemma":[0.00066838384,0.00010869054,0.00010169076,0.0006181628,0.00086063356,0.00047856686,0.00015830978,0.00063251465,0.000028209897],"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":[0.006448917,0.0010362642,0.8701632,0.000044125107,0.00005999291,0.0000055464047,0.00039784628,0.000013762215,0.000018775965,0.00030688592,0.0007563631,0.120748304],"study_design_scores_gemma":[0.002721306,0.0034222177,0.98757124,0.0033582028,0.000012931498,0.00001928769,0.0018841263,0.0006284831,0.000073747055,0.00009883252,0.00007902931,0.00013060105],"about_ca_topic_score_codex":0.0007238881,"about_ca_topic_score_gemma":0.0012031118,"teacher_disagreement_score":0.1206177,"about_ca_system_score_codex":0.00022621837,"about_ca_system_score_gemma":0.00031945034,"threshold_uncertainty_score":0.87396467},"labels":[],"label_agreement":null},{"id":"W2281596078","doi":"10.1080/17489539.2015.1088234","title":"Outcomes of a community intervention program based on Pivotal Response Treatment and Positive Behavior Support are promising, particularly for higher functioning children with ASD, but this finding should be interpreted in the light of the study’s shortcomings","year":2015,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","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":"Nova scotia; Intervention (counseling); Autism; Foundation (evidence); Psychology; Psychotherapist; Family medicine; Clinical psychology; Medical education; Medicine; Gerontology; Psychiatry; Political science; Sociology","score_opus":0.18561412560261473,"score_gpt":0.4358268947907397,"score_spread":0.25021276918812496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281596078","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":[0.98801905,0.000050380662,0.00046122243,0.0073495354,0.000030416928,0.0039878385,0.00001826988,0.000027624093,0.000055686814],"genre_scores_gemma":[0.9979411,0.000005068892,0.00022763306,0.00012192506,0.000002511773,0.0015666345,0.000026284255,0.000016554028,0.00009229261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942178,0.0043360353,0.00054668006,0.0002446138,0.00047614297,0.00017870299],"domain_scores_gemma":[0.99739474,0.0010751411,0.0006065981,0.0007799668,0.000098472185,0.000045098142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031226238,0.00020051003,0.00028426287,0.00020937278,0.00029741408,0.00016426611,0.0005064293,0.00005935165,0.000026312639],"category_scores_gemma":[0.00045348264,0.00012347334,0.00015674942,0.00032147634,0.00024297199,0.000419847,0.0001734273,0.00038278275,1.7842801e-7],"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":[0.0025270674,0.006590361,0.97967833,0.00004711706,0.000059755967,0.000001021097,0.003546431,0.00003390263,0.0011519893,0.00033325705,0.0000268677,0.006003871],"study_design_scores_gemma":[0.003505704,0.011164825,0.9717629,0.0010330054,0.00016519867,0.0000027897727,0.0023936697,0.0022846803,0.0075016744,0.00005323019,0.000011273546,0.000121058365],"about_ca_topic_score_codex":0.00070167234,"about_ca_topic_score_gemma":0.0005525932,"teacher_disagreement_score":0.00992207,"about_ca_system_score_codex":0.0002742108,"about_ca_system_score_gemma":0.00009828983,"threshold_uncertainty_score":0.50350964},"labels":[],"label_agreement":null},{"id":"W2499988771","doi":"10.1080/17489539.2016.1204771","title":"Overview of current approaches for treating word retrieval deficits demonstrates need for focused research questions and appraisal of the methodological quality of evidence","year":2016,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","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":"University of Toronto; Toronto Rehabilitation Institute; Heart and Stroke Foundation","funders":"","keywords":"Scholarship; Psychology; Critical appraisal; Quality of evidence; Quality (philosophy); Applied psychology; MEDLINE; Medicine; Alternative medicine; Political science; Epistemology; Pathology","score_opus":0.852923542976693,"score_gpt":0.6074281031898312,"score_spread":0.24549543978686184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499988771","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":[0.95973057,0.0063623576,0.030343536,0.0025077758,0.00006176193,0.0009399668,0.000032935517,0.000012400887,0.000008698572],"genre_scores_gemma":[0.99022585,0.0015731589,0.008048591,0.000014534264,0.00001139459,0.00010435259,0.000003551969,0.0000056577173,0.000012910528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9942225,0.0044112266,0.00071898306,0.00027385686,0.00023481794,0.00013856716],"domain_scores_gemma":[0.96967095,0.028792333,0.00073021103,0.00046310245,0.00031491078,0.000028501034],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0076843603,0.000102941514,0.00029297007,0.00010087091,0.00019880249,0.00002196121,0.00041430685,0.0000712233,0.0000066060147],"category_scores_gemma":[0.016951354,0.00005641068,0.00018674249,0.00024576733,0.0007403387,0.00027347045,0.0001795247,0.00014384686,5.8485792e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008460005,0.0004252964,0.020050373,0.0014002373,0.000017638426,6.598432e-8,0.00025638108,0.0000043908212,0.77436,0.03190795,0.000020138541,0.1707115],"study_design_scores_gemma":[0.0023656895,0.002043122,0.08323968,0.015396208,0.00013498831,0.0000045201664,0.0007615917,0.0028533908,0.8769634,0.015941791,0.000061604376,0.00023401337],"about_ca_topic_score_codex":0.000038179034,"about_ca_topic_score_gemma":0.00002464823,"teacher_disagreement_score":0.1704775,"about_ca_system_score_codex":0.000029073803,"about_ca_system_score_gemma":0.000087381784,"threshold_uncertainty_score":0.99132925},"labels":[],"label_agreement":null},{"id":"W2789352530","doi":"10.1080/17489539.2018.1437693","title":"Guidance by constraint: Whether it is a crucial component of Intensive Language Action Therapy for chronic aphasia will require further research","year":2018,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Stroke Rehabilitation and Recovery","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":"Western University","funders":"","keywords":"Aphasia; Component (thermodynamics); Constraint (computer-aided design); Action (physics); Psychology; Computer science; Cognitive psychology; Cognitive science; Engineering","score_opus":0.1545572960736662,"score_gpt":0.49459010463383907,"score_spread":0.3400328085601729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789352530","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":[0.90784,0.013835288,0.026667368,0.04835238,0.00028289357,0.0022240956,0.000044095297,0.00005278519,0.00070105796],"genre_scores_gemma":[0.9933982,0.0019680832,0.0025598856,0.0010453335,0.00012563258,0.00017997868,0.00008131798,0.000018257897,0.0006233016],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99816966,0.0005527969,0.00050243316,0.00025443904,0.00034772584,0.0001729534],"domain_scores_gemma":[0.996753,0.00064625754,0.00031567249,0.0005363005,0.0016865445,0.00006226373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017128951,0.00012954987,0.00025586534,0.00020385522,0.00016899213,0.0000451471,0.00017625905,0.00010808314,0.00080775307],"category_scores_gemma":[0.00033869778,0.00011127615,0.00021859743,0.00018848378,0.00062284665,0.00042885612,0.00004868337,0.00022599722,0.0000065884087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003874989,0.0016074165,0.015482468,0.0014078404,0.0004741857,0.0000010925197,0.008985292,0.000002978144,0.48175442,0.0015427974,0.08376854,0.40109798],"study_design_scores_gemma":[0.042332325,0.048783705,0.1565483,0.055670634,0.00047842393,0.000059017573,0.11302843,0.04620915,0.31041557,0.003600932,0.22129415,0.0015793532],"about_ca_topic_score_codex":0.00013429023,"about_ca_topic_score_gemma":0.000053490978,"teacher_disagreement_score":0.3995186,"about_ca_system_score_codex":0.00031804698,"about_ca_system_score_gemma":0.00016732575,"threshold_uncertainty_score":0.884433},"labels":[],"label_agreement":null},{"id":"W2887834260","doi":"10.1080/17489539.2018.1505234","title":"Examining whether choir participation improves functional communication in aphasia requires further study","year":2018,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","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":"University of Alberta","funders":"","keywords":"Choir; Aphasia; Singing; Randomized controlled trial; Psychology; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Pedagogy; Acoustics","score_opus":0.20193310859378757,"score_gpt":0.4285053801607358,"score_spread":0.22657227156694823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887834260","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":[0.99530077,0.0004923875,0.0009325106,0.0018438129,0.00013163842,0.0006031517,0.0000015331054,0.00008690324,0.0006072706],"genre_scores_gemma":[0.99812484,0.00015937896,0.00061670854,0.00061473745,0.00005358651,0.000225198,0.0000237386,0.00001652837,0.00016531513],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99646544,0.0021144848,0.0005710281,0.0004132417,0.00023914644,0.0001966822],"domain_scores_gemma":[0.9978118,0.0007916776,0.00037503082,0.0008476209,0.000128293,0.00004558894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017317387,0.00016965154,0.00017835468,0.00021962715,0.0003258123,0.00015430611,0.00042327627,0.000079310004,0.00030250262],"category_scores_gemma":[0.0004875829,0.0001566799,0.00005969727,0.0002941208,0.00033161137,0.000943058,0.00020083152,0.0002870087,0.000021436355],"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":[0.0007199001,0.0041426136,0.29357475,0.00009322976,0.000049585244,0.000020269976,0.008716631,0.000043058764,0.56458515,0.0016331945,0.0003777374,0.12604386],"study_design_scores_gemma":[0.0045368806,0.0038478104,0.91434735,0.001844443,0.00010174031,0.000026167249,0.0066369185,0.019207358,0.045613863,0.0026049186,0.00056961755,0.00066290464],"about_ca_topic_score_codex":0.00019181731,"about_ca_topic_score_gemma":0.00045773163,"teacher_disagreement_score":0.6207726,"about_ca_system_score_codex":0.00009623293,"about_ca_system_score_gemma":0.000041655705,"threshold_uncertainty_score":0.6389221},"labels":[],"label_agreement":null},{"id":"W3093724924","doi":"10.1080/17489539.2020.1834724","title":"A meta-analysis of semantic feature analysis for aphasia: Results indicate it works and yields information about some treatment- and person-related variables","year":2020,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Rehabilitation Research and Development Service","keywords":"Semantic feature; Feature (linguistics); Aphasia; Stimulus (psychology); Psychology; Natural language processing; Meta-analysis; Artificial intelligence; Computer science; Cognitive psychology; Pattern recognition (psychology); Medicine; Linguistics; Internal medicine","score_opus":0.19991989797731732,"score_gpt":0.379657559506287,"score_spread":0.17973766152896967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093724924","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":[0.9284397,0.011443794,0.010842187,0.047656953,0.000039315844,0.0011490355,0.00023776619,0.000083745734,0.00010754191],"genre_scores_gemma":[0.995368,0.0020462216,0.0011039503,0.0010175194,0.000006127957,0.000075107746,0.0003130993,0.000005140866,0.000064844106],"study_design_codex":"meta_analysis","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983239,0.0005562705,0.0005407467,0.0003230815,0.00013251018,0.00012344545],"domain_scores_gemma":[0.9977163,0.0010553435,0.00072124304,0.0003625805,0.00007500888,0.00006950125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007345443,0.00017352696,0.00059769925,0.00045425244,0.00019930833,0.00017129924,0.00019921844,0.0001297186,0.000047023266],"category_scores_gemma":[0.00032401938,0.00013515017,0.0005151843,0.000743765,0.00015601784,0.0009965012,0.00006888444,0.0001590387,5.138621e-7],"study_design_candidate":"meta_analysis","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":[0.008373745,0.0040791593,0.05080455,0.00361939,0.50650024,0.000074620264,0.10079465,0.014262686,0.113950774,0.0198489,0.002410458,0.17528084],"study_design_scores_gemma":[0.007582307,0.0036920186,0.03218848,0.0006006731,0.44925204,0.000019850202,0.0048447014,0.48470297,0.014707948,0.000589274,0.0008854006,0.0009343394],"about_ca_topic_score_codex":0.000096417934,"about_ca_topic_score_gemma":0.000068982336,"teacher_disagreement_score":0.47044027,"about_ca_system_score_codex":0.000025760224,"about_ca_system_score_gemma":0.000025510108,"threshold_uncertainty_score":0.5511264},"labels":[],"label_agreement":null},{"id":"W3199974590","doi":"10.1080/17489539.2021.1976964","title":"A scoping review of the school-aged stuttering intervention literature","year":2021,"lang":"en","type":"review","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"PsycINFO; CINAHL; Psychological intervention; MEDLINE; Cochrane Library; Systematic review; Medicine; Grey literature; Family medicine; Gerontology; Psychology; Randomized controlled trial; Nursing; Political science","score_opus":0.1793495617851967,"score_gpt":0.5293042492964568,"score_spread":0.34995468751126013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199974590","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007426062,0.9956076,0.0005369899,0.00052596163,0.0003719542,0.0024778794,0.000022558706,0.000038419934,0.0003443807],"genre_scores_gemma":[0.0019957088,0.9948307,0.0004590875,0.00013183593,0.00004722638,0.0015997106,0.00038481533,0.0000367417,0.0005141406],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99274844,0.0046060416,0.0014309959,0.00049929507,0.00045309335,0.000262155],"domain_scores_gemma":[0.9955423,0.0007415708,0.0013952885,0.0019512537,0.0002756026,0.00009399396],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024279128,0.00038847694,0.0011888634,0.0002389372,0.0002290843,0.00023914315,0.0008996052,0.0001984618,0.0016647902],"category_scores_gemma":[0.00043589075,0.0002783559,0.0013762577,0.0006759015,0.00012864523,0.00033610387,0.00065307354,0.00085670303,0.000020887583],"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":[0.000011505623,0.00040716422,0.00039313827,0.25413215,0.00041733996,0.0000056466615,0.000055988643,1.5254115e-7,0.0000011484977,0.00032976558,0.000930786,0.7433152],"study_design_scores_gemma":[0.00046934208,0.00018651638,0.0018561052,0.98048466,0.0006476513,0.000018106635,0.000052854095,0.000004667133,0.0000032386063,0.000019440677,0.016052946,0.00020445973],"about_ca_topic_score_codex":0.00009201113,"about_ca_topic_score_gemma":0.000036045134,"teacher_disagreement_score":0.7431107,"about_ca_system_score_codex":0.00036437402,"about_ca_system_score_gemma":0.00025514743,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W4253913457","doi":"10.1080/17489539.2016.1190525","title":"The Single-Case Reporting Guideline In BEhavioural Interventions (SCRIBE) 2016 Statement","year":2016,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of British Columbia; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Alberta","funders":"Universitat de Barcelona; University of Sydney; University of Alberta; University of New South Wales; Macquarie University; La Trobe University; University of Glasgow; University of Oregon; Sydney Medical School; Ottawa Hospital Research Institute; University of Ottawa; University of Wisconsin-Madison; Yale University","keywords":"Consolidated Standards of Reporting Trials; Checklist; Psychological intervention; Guideline; CLARITY; Delphi method; Medicine; Transparency (behavior); Psychology; Research design; Medical education; Family medicine; Computer science; Nursing; Statistics; Pathology","score_opus":0.6717749695442451,"score_gpt":0.5107706216620791,"score_spread":0.161004347882166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253913457","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":[0.9225427,0.012563342,0.023520352,0.0383258,0.000715656,0.00085223134,0.000015500573,0.00012218463,0.0013422553],"genre_scores_gemma":[0.9953116,0.000733577,0.00147382,0.00014786105,0.000024158897,0.0004269709,0.000022389928,0.000011984777,0.0018476383],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955251,0.0010632974,0.0025948023,0.00033619296,0.0001942623,0.0002863219],"domain_scores_gemma":[0.9966523,0.0006165829,0.0017343361,0.00073242874,0.00019785059,0.000066523346],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0051298058,0.00018016134,0.0002217174,0.00010355112,0.00043748564,0.00012913664,0.00033051174,0.00008017255,0.001044799],"category_scores_gemma":[0.00034745547,0.00010129129,0.00026424436,0.0001794838,0.00023212122,0.00038264686,0.00020939457,0.00022772787,0.00003187075],"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":[0.00014935892,0.0012215597,0.17410536,0.00002358599,0.000054552427,0.00006957281,0.00020338745,9.0308407e-7,0.0005222033,0.0042044637,0.010702729,0.80874234],"study_design_scores_gemma":[0.0039831987,0.002019591,0.9560704,0.007883228,0.00018962887,0.000155787,0.0052014757,0.0001333772,0.0002000966,0.0036426776,0.019929733,0.00059080374],"about_ca_topic_score_codex":0.0008394002,"about_ca_topic_score_gemma":0.0013814624,"teacher_disagreement_score":0.80815154,"about_ca_system_score_codex":0.0002340947,"about_ca_system_score_gemma":0.000016235515,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W4414060760","doi":"10.1080/17489539.2025.2543946","title":"The Impact Scale for Assessment of Cluttering and Stuttering (ISACS): preliminary analyses","year":2024,"lang":"en","type":"article","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Stuttering Research and Treatment","field":"Psychology","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":"Calgary Laboratory Services","funders":"","keywords":"Stuttering; Scale (ratio); Psychometrics; Preference","score_opus":0.22164165509091388,"score_gpt":0.5673834483557831,"score_spread":0.34574179326486926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414060760","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":[0.92902774,0.023184922,0.043408692,0.0027184275,0.00018698652,0.0008475581,0.000022333938,0.000068950205,0.000534401],"genre_scores_gemma":[0.9950573,0.0013028908,0.002754306,0.000018967356,0.00002789253,0.00059304846,0.000036135913,0.000016696613,0.00019277848],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998513,0.00040093553,0.00041068788,0.0002645386,0.00019569296,0.00021517498],"domain_scores_gemma":[0.9976349,0.0015156905,0.00014800354,0.0005449659,0.00009345344,0.00006301872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420402,0.0001519646,0.00018551957,0.00015858129,0.00030518134,0.00031509335,0.0002466139,0.000046052697,0.00010875431],"category_scores_gemma":[0.0000357019,0.00010517338,0.00019371035,0.00014466241,0.00016068276,0.00031863354,0.00017626825,0.00016774474,0.0000018822437],"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":[0.00088666653,0.000948987,0.17736752,0.0011927115,0.0015518005,0.00000827193,0.0011323626,0.00022619615,0.010973465,0.007227812,0.0023094448,0.79617476],"study_design_scores_gemma":[0.00096107135,0.00250759,0.93568456,0.0027302208,0.00016717892,0.000008833137,0.0010205628,0.05458676,0.0007945138,0.0008881149,0.00048312725,0.00016745344],"about_ca_topic_score_codex":0.00038702792,"about_ca_topic_score_gemma":0.00003072536,"teacher_disagreement_score":0.79600734,"about_ca_system_score_codex":0.00016288554,"about_ca_system_score_gemma":0.000054478467,"threshold_uncertainty_score":0.4288846},"labels":[],"label_agreement":null}]}