{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":79,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":79,"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":"d5d28591e138","filters":{"venue":"Aphasiology"}},"results":[{"id":"W2039585895","doi":"10.1080/02687030701282595","title":"Counting what counts: A framework for capturing real‐life outcomes of aphasia intervention","year":2008,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":308,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network; Baycrest Hospital; University of Toronto","funders":"","keywords":"Aphasia; Context (archaeology); Intervention (counseling); Psychology; Psychological intervention; Outcome (game theory); Stakeholder; Situated; Conceptual framework; Quality of life (healthcare); Focus group; Applied psychology; Computer science; Cognitive psychology; Psychotherapist; Public relations; Sociology; Artificial intelligence; Political science; Psychiatry","authors":[{"name":"Aura Kagan","is_ca":false},{"name":"Nina Simmons‐Mackie","is_ca":false},{"name":"Alexandra Rowland","is_ca":false},{"name":"Maria Huijbregts","is_ca":true},{"name":"Elyse Shumway","is_ca":false},{"name":"Sara McEwen","is_ca":true},{"name":"Travis T. Threats","is_ca":false},{"name":"Shelley Sharp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06521164190258133,"gpt":0.3414669779443981,"spread":0.2762553360418167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1215399,0.003818462,0.002711965,0.01629217,0.003948676,0.009590746,0.004359159,0.00325453,0.004368417],"category_scores_gemma":[0.1808815,0.00123741,0.007158894,0.01071013,0.009848718,0.01197763,0.008379316,0.004840175,0.0007432208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514143,"about_ca_system_score_gemma":0.01816056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01837037,"about_ca_topic_score_gemma":0.0174617,"domain_scores_codex":[0.8327932,0.1397812,0.01293215,0.006681095,0.006325655,0.00148672],"domain_scores_gemma":[0.8253921,0.1377953,0.01290745,0.009292968,0.01233748,0.002274771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003464368,0.0005894778,0.0280246,0.0097258,0.0008098034,0.0002806777,0.06996855,0.008208097,0.001172928,0.5983233,0.01767373,0.2648766],"study_design_scores_gemma":[0.000256295,0.0008356653,0.02122687,0.0131002,0.0009860038,0.0004210903,0.02308336,0.02652686,0.00136462,0.7732737,0.138458,0.0004673467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02023978,0.004400086,0.9216357,0.01472692,0.0004603706,0.01091004,0.006511659,0.0007560976,0.02035947],"genre_scores_gemma":[0.1052396,0.001191125,0.8577994,0.001337099,0.00007711396,0.03112222,0.002532946,0.0001110482,0.0005894373],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1215399,"threshold_uncertainty_score":0.6427721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070052572","doi":"10.1080/02687030600798287","title":"Communicative access and decision making for people with aphasia: Implementing sustainable healthcare systems change","year":2006,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":174,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network; Toronto Public Health; Baycrest Hospital","funders":"","keywords":"Thematic analysis; Health care; Psychology; Aphasia; Focus group; Medical education; Session (web analytics); Qualitative research; Knowledge management; Computer science; Medicine; Business; Sociology; Political science; World Wide Web","authors":[{"name":"Nina Simmons‐Mackie","is_ca":false},{"name":"Aura Kagan","is_ca":false},{"name":"Charlene O'Neill Christie","is_ca":false},{"name":"Maria Huijbregts","is_ca":true},{"name":"Sara McEwen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06258174570161135,"gpt":0.3772917812637531,"spread":0.3147100355621418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01702442,0.000486282,0.0003379612,0.001133444,0.005478667,0.005585532,0.001947644,0.002199713,0.002632518],"category_scores_gemma":[0.02321216,0.0002739493,0.0006637571,0.0007640586,0.006407718,0.00429658,0.01331654,0.002603046,0.0003290492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00515767,"about_ca_system_score_gemma":0.02763331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398747,"about_ca_topic_score_gemma":0.006050716,"domain_scores_codex":[0.9826859,0.01303675,0.0006039633,0.0006918909,0.001196825,0.001784615],"domain_scores_gemma":[0.9844976,0.008482048,0.001669865,0.000709163,0.001249159,0.00339213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001631424,0.002536418,0.05365113,0.003287221,0.0001975772,0.001712146,0.389076,0.003029012,0.003173472,0.02346166,0.01285629,0.506856],"study_design_scores_gemma":[0.0003145833,0.003423856,0.07372226,0.005002786,0.0002683768,0.001813652,0.6764131,0.007415908,0.005862716,0.08271706,0.1428585,0.0001872948],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8398294,0.002632227,0.02152769,0.09581834,0.0003639549,0.001135398,0.0001018591,0.0002913896,0.03829966],"genre_scores_gemma":[0.9810078,0.001169675,0.01456705,0.001980457,0.00004720245,0.0004201886,0.00003461255,0.00001203891,0.0007609862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01702442,"threshold_uncertainty_score":0.09003484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940690712","doi":"10.1080/02687038.2019.1608502","title":"Connected speech assessment in the early detection of Alzheimer’s disease and mild cognitive impairment: a scoping review","year":2019,"lang":"en","type":"review","venue":"Aphasiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Alzheimer Society","keywords":"Psychology; Fluency; Cognition; Cognitive impairment; Disease; Verbal fluency test; Pathological; Cognitive psychology; Clinical psychology; Neuropsychology; Medicine; Psychiatry; Pathology","authors":[{"name":"Renée-Pier Filiou","is_ca":true},{"name":"Nathalie Bier","is_ca":true},{"name":"Antoine Slegers","is_ca":true},{"name":"Bérengère Houzé","is_ca":true},{"name":"Patrícia Belchior","is_ca":true},{"name":"Simona M. Brambati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0985399015228484,"gpt":0.4460709709867528,"spread":0.3475310694639044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01481867,0.001694002,0.004996741,0.01795906,0.001158391,0.004234725,0.002402279,0.003768533,0.003698394],"category_scores_gemma":[0.08145198,0.001144134,0.006245916,0.0117218,0.001496225,0.003445865,0.00239577,0.001830988,0.0006596486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004066189,"about_ca_system_score_gemma":0.01577006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162384,"about_ca_topic_score_gemma":0.01977562,"domain_scores_codex":[0.9905052,0.003257027,0.003788324,0.0007036477,0.001482408,0.0002633976],"domain_scores_gemma":[0.9246938,0.06277602,0.005710923,0.0007664412,0.005685073,0.000367659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001627183,0.00003932391,0.0008266951,0.8031724,0.00174559,0.0001705407,0.0009733174,0.0002238022,0.0001843928,0.0008700491,0.003791926,0.1878393],"study_design_scores_gemma":[0.00003283284,0.00007115469,0.001781451,0.9671504,0.006015403,0.0003075908,0.0004831992,0.00007811878,0.0001059398,0.0004772658,0.02346865,0.00002793964],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004184044,0.9983473,0.0001769779,0.0002623017,0.0001597749,0.0001776483,0.0001103439,0.000006083426,0.0003412103],"genre_scores_gemma":[0.004989775,0.99308,0.0006769797,0.0003526005,0.0001197725,0.0004963003,0.0001697416,0.000004968397,0.0001100058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01795906,"threshold_uncertainty_score":0.07836956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114070891","doi":"10.1080/02687038.2020.1852002","title":"The Western Aphasia Battery: a systematic review of research and clinical applications","year":2020,"lang":"en","type":"review","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Aphasia; Primary progressive aphasia; Psychology; Neuroimaging; Stroke (engine); Audiology; Cognitive psychology; Physical medicine and rehabilitation; Neuroscience; Disease; Medicine; Dementia; Frontotemporal dementia","authors":[{"name":"Andrew Kertesz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.252855420209256,"gpt":0.5265879587009431,"spread":0.2737325384916871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006130452,0.001555516,0.006269653,0.01134737,0.0005009527,0.001923305,0.00202437,0.001559128,0.00543131],"category_scores_gemma":[0.02032043,0.0007720966,0.003956258,0.01232158,0.0008409875,0.002130424,0.001366025,0.00109918,0.000505158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002324996,"about_ca_system_score_gemma":0.01033034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0062366,"about_ca_topic_score_gemma":0.01618144,"domain_scores_codex":[0.9971059,0.0007969401,0.001053014,0.0002886223,0.0006471195,0.0001083956],"domain_scores_gemma":[0.9837908,0.01173284,0.002372994,0.000206399,0.001666141,0.0002308408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001737343,0.00002284916,0.0003854356,0.817243,0.002536802,0.00008407343,0.000112798,0.0001142764,0.0001422764,0.0003965631,0.004711949,0.1740762],"study_design_scores_gemma":[0.0001990542,0.0002295117,0.004488749,0.890443,0.02710037,0.0008030557,0.0002579488,0.0001177516,0.0002149139,0.0007738305,0.07531714,0.00005471793],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009364531,0.999572,0.00002990967,0.00009915311,0.000039178,0.00002628601,0.00005815529,0.000002609704,0.00007900924],"genre_scores_gemma":[0.00130495,0.9982625,0.0001385984,0.0001240197,0.00003078184,0.00004980895,0.00005447495,0.00000148527,0.00003335702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01134737,"threshold_uncertainty_score":0.03242135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018387818","doi":"10.1080/02687030344000238","title":"The consequences of severe aphasia on the spouses of aphasic people: A description of the adaptation process","year":2003,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université de Montréal; Centre de réadaptation Lethbridge-Layton-Mackay","funders":"","keywords":"Aphasia; Psychology; Coping (psychology); Developmental psychology; Interpersonal communication; Adaptation (eye); Social isolation; Cognitive psychology; Clinical psychology; Psychotherapist; Social psychology","authors":[{"name":"Bernard Michallet","is_ca":true},{"name":"Sylvie Tétreault","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0566550887976421,"gpt":0.2813420822285685,"spread":0.2246869934309265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002944433,0.0003686211,0.00029683,0.0008119959,0.003274335,0.001911238,0.000646066,0.0009228152,0.001682146],"category_scores_gemma":[0.005590159,0.0002227523,0.0004540633,0.0007105116,0.0029297,0.001529973,0.002830697,0.001408972,0.0001428197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004153,"about_ca_system_score_gemma":0.001590709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821988,"about_ca_topic_score_gemma":0.006109905,"domain_scores_codex":[0.9979235,0.001593724,0.00008553928,0.00005899719,0.0001437053,0.0001945288],"domain_scores_gemma":[0.9975096,0.001631574,0.0003075318,0.00007827838,0.0002264499,0.0002465692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008600872,0.0001095874,0.02971012,0.0003875436,0.00001917746,0.01000005,0.9352469,0.0001637182,0.00151764,0.003309339,0.0007269576,0.01872301],"study_design_scores_gemma":[0.000007391934,0.0001549626,0.03149234,0.0002738365,0.00001338095,0.006075736,0.9515492,0.0002722374,0.0004733072,0.001462077,0.008197619,0.00002801049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859475,0.001838455,0.002300613,0.002013472,0.00007409093,0.0001493305,0.0000744237,0.00001180366,0.007590349],"genre_scores_gemma":[0.9974622,0.00106978,0.0005075636,0.0001843859,0.00001886785,0.00004024246,0.00003337805,0.000003796856,0.0006798296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003821988,"threshold_uncertainty_score":0.01557189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973364884","doi":"10.1080/00207590801942906","title":"Known, lost, and recovered: Efficacy of formal‐semantic therapy and spaced retrieval method in a case of semantic dementia","year":2008,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université Laval; Université de Sherbrooke","funders":"","keywords":"Semantic dementia; Semantic memory; Recall; Natural language processing; Evocation; Repetition (rhetorical device); Computer science; Information retrieval; Dementia; Psychology; Artificial intelligence; Cognitive psychology; Linguistics; Cognition; Medicine","authors":[{"name":"Nathalie Bier","is_ca":true},{"name":"Joël Macoir","is_ca":true},{"name":"Lise Gagnon","is_ca":true},{"name":"Martial Van der Linden","is_ca":false},{"name":"Stéphanie Louveaux","is_ca":true},{"name":"Johanne Desrosiers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05145082188085334,"gpt":0.3248413911690502,"spread":0.2733905692881968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005083287,0.0003708475,0.0004389585,0.0004293734,0.0008621628,0.0003138845,0.0005066944,0.0007851255,0.0008385953],"category_scores_gemma":[0.001568759,0.0001297769,0.0004376822,0.0002729108,0.0007021477,0.0004841284,0.0005593296,0.0005232074,0.0002159066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663317,"about_ca_system_score_gemma":0.0005330066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653588,"about_ca_topic_score_gemma":0.002402046,"domain_scores_codex":[0.9997646,0.00006436203,0.00002797294,0.00003658094,0.00004750659,0.00005893769],"domain_scores_gemma":[0.9997783,0.00006147289,0.00003775493,0.00002937417,0.00001669465,0.00007631763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.009741411,0.03876384,0.0751021,0.001926833,0.0002816899,0.2292587,0.02771881,0.001509738,0.0346454,0.001147809,0.002117439,0.5777863],"study_design_scores_gemma":[0.003809554,0.08424594,0.2827952,0.0006750784,0.0008864898,0.5727418,0.01363379,0.006502844,0.01851746,0.002293592,0.01352095,0.0003772705],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975466,0.0006778169,0.0002717611,0.0001575416,0.00001717409,0.00004361583,0.000006885125,0.00001002815,0.001268592],"genre_scores_gemma":[0.9979931,0.0005772983,0.0006358413,0.00008607504,0.00001822237,0.00003970688,0.00002241478,0.000002508487,0.0006248515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001653588,"threshold_uncertainty_score":0.003383517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050113674","doi":"10.1080/02687030801943005","title":"Relearning lost vocabulary in nonfluent progressive aphasia with MossTalk Words®","year":2008,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Aphasia; Primary progressive aphasia; Psychology; Rehabilitation; Vocabulary; Stroke (engine); Session (web analytics); Cognitive psychology; Physical medicine and rehabilitation; Medicine; Linguistics; Computer science; Neuroscience; Dementia","authors":[{"name":"Regina Jokel","is_ca":true},{"name":"Jennifer Cupit","is_ca":true},{"name":"Elizabeth Rochon","is_ca":true},{"name":"Carol Léonard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02764166618807295,"gpt":0.2666229439555162,"spread":0.2389812777674433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005641666,0.0003252057,0.0005246199,0.0003586975,0.000194096,0.0001856669,0.0002810061,0.0002852323,0.002140627],"category_scores_gemma":[0.0007435686,0.00008333234,0.000261945,0.000153228,0.0004052487,0.0002646481,0.0004169736,0.0003973877,0.0002423809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843504,"about_ca_system_score_gemma":0.0003724148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007609045,"about_ca_topic_score_gemma":0.001892583,"domain_scores_codex":[0.9998248,0.00005440485,0.00002309048,0.00002602891,0.00003588675,0.0000357256],"domain_scores_gemma":[0.99979,0.00008338513,0.00004458758,0.00002116804,0.00001303238,0.0000478625],"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":[0.06103047,0.05835841,0.03466776,0.002943705,0.0005061511,0.003304896,0.006691043,0.00130139,0.2361515,0.000547534,0.001164206,0.5933329],"study_design_scores_gemma":[0.01380082,0.5472297,0.3672247,0.0002527896,0.0005029654,0.005862799,0.001783177,0.001137124,0.0554755,0.001212951,0.005458073,0.00005947609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993796,0.0001190018,0.0001026388,0.00000931536,0.000003140579,0.00006869224,0.00001243527,0.000009610457,0.0002955494],"genre_scores_gemma":[0.9980417,0.000239989,0.0008912107,0.00002015677,0.00000676586,0.0002409255,0.00003977901,0.000003568596,0.0005158185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002140627,"threshold_uncertainty_score":0.00716114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971644313","doi":"10.1080/02687030600741667","title":"Gestural knowledge evoked by objects as part of conceptual representations","year":2006,"lang":"en","type":"article","venue":"Aphasiology","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Gesture; Psychology; Embodied cognition; Object (grammar); Stroop effect; Set (abstract data type); Priming (agriculture); Cognitive psychology; Perception; Cued speech; Meaning (existential); Communication; Representation (politics); Cognition; Computer science; Artificial intelligence; Neuroscience","authors":[{"name":"Daniel N. Bub","is_ca":true},{"name":"Michael E. J. Masson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03700535133678182,"gpt":0.3607900995487689,"spread":0.3237847482119871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006812954,0.000297702,0.0002646231,0.0003364682,0.0002137375,0.0008193249,0.0002270795,0.0005896979,0.003378368],"category_scores_gemma":[0.007795301,0.0001875889,0.0002451342,0.0002120046,0.0009553851,0.001395814,0.001333188,0.000773627,0.000221849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495683,"about_ca_system_score_gemma":0.0001653428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001694917,"about_ca_topic_score_gemma":0.0001260147,"domain_scores_codex":[0.999508,0.0001355369,0.00003205312,0.0001110267,0.0001487231,0.00006469132],"domain_scores_gemma":[0.9954323,0.003272411,0.0005130952,0.0004118417,0.0001888386,0.0001815925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001441998,0.00008962536,0.003356778,0.0004090336,0.00002325413,0.0008513626,0.004065007,0.000277511,0.9669471,0.001954535,0.0001165238,0.02046736],"study_design_scores_gemma":[0.0002771056,0.002371005,0.3078923,0.0002250317,0.0001943528,0.005304428,0.002978716,0.004653125,0.6560724,0.0158694,0.004038989,0.0001231753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922785,0.000212217,0.003538663,0.0000467974,0.00001255423,0.00004675788,0.00005077021,0.0000350197,0.00377878],"genre_scores_gemma":[0.997589,0.00008344575,0.001711556,0.00003111071,0.000007734207,0.0000503887,0.00005687549,0.00001508175,0.0004547356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003378368,"threshold_uncertainty_score":0.01130176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087549760","doi":"10.1080/02687038.2014.930262","title":"Measuring outcomes in aphasia research: A review of current practice and an agenda for standardisation","year":2014,"lang":"en","type":"review","venue":"Aphasiology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Aphasia; Outcome (game theory); Psychology; Set (abstract data type); Evidence-based practice; Systematic review; Pooling; Outcomes research; Meta-analysis; Research design; Stakeholder; MEDLINE; Management science; Medicine; Computer science; Alternative medicine; Cognitive psychology; Political science; Public relations; Engineering; Sociology; Artificial intelligence","authors":[{"name":"Sarah J. Wallace","is_ca":false},{"name":"Linda Worrall","is_ca":false},{"name":"Tanya Rose","is_ca":false},{"name":"Guylaine Le Dorze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7958591996796028,"gpt":0.6813587313580888,"spread":0.1145004683215141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3211988,0.002796704,0.01392255,0.02181832,0.002840798,0.01513062,0.00882734,0.01115981,0.00451528],"category_scores_gemma":[0.4370637,0.003111796,0.01193596,0.02680287,0.01128398,0.02262312,0.009891295,0.01549491,0.001223032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02545775,"about_ca_system_score_gemma":0.07424942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358577,"about_ca_topic_score_gemma":0.02035994,"domain_scores_codex":[0.8096578,0.1000877,0.05391341,0.009116993,0.02500946,0.002214611],"domain_scores_gemma":[0.2949522,0.6065304,0.03508841,0.0116513,0.04864906,0.003128698],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003259958,0.00009574242,0.001139502,0.5082981,0.002083858,0.0001060871,0.00191684,0.0007287236,0.0002264431,0.02477044,0.01945919,0.4408491],"study_design_scores_gemma":[0.0001286095,0.0001529876,0.001399727,0.8793181,0.002983768,0.0001813595,0.000964102,0.0004962282,0.0001475896,0.0193055,0.09482806,0.00009405128],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001072553,0.98387,0.001093931,0.01358711,0.0009683878,0.0001120987,0.00004837614,0.00001727914,0.0001955894],"genre_scores_gemma":[0.004672915,0.9782814,0.008303959,0.006814377,0.0009419328,0.0007685163,0.0001146393,0.00002761243,0.00007462825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6788012,"threshold_uncertainty_score":0.8370827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031619937","doi":"10.1080/02687030444000093","title":"Effects of training volunteers to converse with nursing home residents with aphasia","year":2004,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Aphasia; Conversation; Psychology; Competence (human resources); Modality (human–computer interaction); Modalities; Social isolation; Nursing; Medical education; Medicine; Social psychology; Cognitive psychology; Communication; Psychotherapist","authors":[{"name":"Ellen M. Hickey","is_ca":true},{"name":"Michelle S. Bourgeois","is_ca":false},{"name":"Lesley B. Olswang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01616225287505497,"gpt":0.268698354240211,"spread":0.252536101365156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173918,0.0004758906,0.0002337067,0.0002240756,0.0004297333,0.0002817948,0.00048869,0.000630707,0.003367488],"category_scores_gemma":[0.004424133,0.000206355,0.0002511444,0.00008192784,0.0003827594,0.0001777433,0.0007322095,0.0006019005,0.0005064744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148965,"about_ca_system_score_gemma":0.0004791698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006467741,"about_ca_topic_score_gemma":0.001532708,"domain_scores_codex":[0.9994583,0.0003064999,0.00003450215,0.00007143948,0.0000508843,0.00007841022],"domain_scores_gemma":[0.9972459,0.001363314,0.0002226779,0.00022166,0.0002699603,0.0006764508],"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":[0.04323088,0.1729538,0.03143523,0.001779791,0.0002268648,0.001526073,0.022944,0.001744392,0.2147644,0.0002022054,0.001841586,0.5073508],"study_design_scores_gemma":[0.006489088,0.6198348,0.2915851,0.0003573753,0.00043745,0.0009062724,0.01256876,0.002494595,0.05658881,0.0003228447,0.008316644,0.00009839431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989908,0.00002617093,0.0001008913,0.00002883446,0.00001245365,0.0001563151,0.000008960724,0.00001632763,0.0006591773],"genre_scores_gemma":[0.9955177,0.0001122906,0.002164227,0.00007336895,0.00002363134,0.0007293684,0.00006974331,0.000005777126,0.00130401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003367488,"threshold_uncertainty_score":0.01126534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998519873","doi":"10.1080/02687030444000453","title":"The evaluation of a learner‐centred training programme for spouses of adults with chronic aphasia using qualitative case study methodology","year":2004,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":52,"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":"Aphasia; Psychology; Conversation; Qualitative research; Psychosocial; Psychological intervention; Developmental psychology; Directive; Applied psychology; Medical education; Psychotherapist; Cognitive psychology; Medicine; Communication; Computer science","authors":[{"name":"Riva Sorin‐Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.552260918535557,"gpt":0.4994306182639002,"spread":0.0528303002716568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03816354,0.0009326813,0.0006009529,0.002171862,0.006530798,0.00328991,0.003455096,0.002013641,0.002591132],"category_scores_gemma":[0.0368124,0.0007588736,0.0007909238,0.001863768,0.004806458,0.00236813,0.005041677,0.001409076,0.0002993488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009633156,"about_ca_system_score_gemma":0.01087985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004858095,"about_ca_topic_score_gemma":0.01430894,"domain_scores_codex":[0.9647249,0.02996645,0.0009546577,0.0009189718,0.001820505,0.001614543],"domain_scores_gemma":[0.9590665,0.03157292,0.002489527,0.001783694,0.003377035,0.001710321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005222187,0.003983036,0.008752426,0.002022402,0.00005503331,0.003596882,0.876146,0.001386174,0.003754256,0.004331098,0.001300192,0.0941503],"study_design_scores_gemma":[0.0004572527,0.004454953,0.01102701,0.00197838,0.0001295533,0.001759797,0.9454898,0.002272744,0.00767816,0.002307376,0.0223541,0.0000908634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704178,0.0006639311,0.01098875,0.00116007,0.00007006768,0.007526078,0.0001823659,0.00004838758,0.008942474],"genre_scores_gemma":[0.9655638,0.001021381,0.02461004,0.0003201454,0.00003263562,0.006114161,0.0001058462,0.00002151895,0.002210503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03816354,"threshold_uncertainty_score":0.2018305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247268073","doi":"10.1080/02687038.2016.1178022","title":"The Single-Case Reporting Guideline In BEhavioural Interventions (SCRIBE) 2016 Statement","year":2016,"lang":"en","type":"article","venue":"Aphasiology","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of British Columbia; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Alberta","funders":"National Center for Advancing Translational Sciences","keywords":"Checklist; CLARITY; Guideline; Psychological intervention; Transparency (behavior); Set (abstract data type); Psychology; Report writing; Research design; Computer science; Statement (logic); Elaboration; Medical education; Medicine; Library science; Political science; Sociology","authors":[{"name":"Robyn Tate","is_ca":false},{"name":"Michael Perdices","is_ca":false},{"name":"Ulrike Rosenkoetter","is_ca":false},{"name":"William R. Shadish","is_ca":false},{"name":"Sunita Vohra","is_ca":true},{"name":"David H. Barlow","is_ca":false},{"name":"Robert H. Horner","is_ca":false},{"name":"Alan E. Kazdin","is_ca":false},{"name":"Thomas R. Kratochwill","is_ca":false},{"name":"Skye McDonald","is_ca":false},{"name":"Margaret Sampson","is_ca":true},{"name":"Larissa Shamseer","is_ca":true},{"name":"Leanne Togher","is_ca":false},{"name":"Richard W. Albin","is_ca":false},{"name":"Catherine L. Backman","is_ca":true},{"name":"Jacinta Douglas","is_ca":false},{"name":"Jonathan J. Evans","is_ca":false},{"name":"David L. Gast","is_ca":false},{"name":"Rumen Manolov","is_ca":false},{"name":"Geoffrey Mitchell","is_ca":false},{"name":"Lyndsey Nickels","is_ca":false},{"name":"Jane Nikles","is_ca":false},{"name":"Tamara Ownsworth","is_ca":false},{"name":"Miranda L. Rose","is_ca":false},{"name":"Christopher H. Schmid","is_ca":false},{"name":"Barbara A. Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6310422269657469,"gpt":0.4606113167555383,"spread":0.1704309102102085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5821137,0.003392784,0.006588021,0.01609402,0.007345006,0.01072375,0.01064781,0.01795436,0.007275782],"category_scores_gemma":[0.7277911,0.005697411,0.01082182,0.00896105,0.008345433,0.01116831,0.0111021,0.02162668,0.01371062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034691,"about_ca_system_score_gemma":0.06530765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006876848,"about_ca_topic_score_gemma":0.0115476,"domain_scores_codex":[0.234439,0.4730227,0.2375775,0.006011024,0.04586466,0.00308518],"domain_scores_gemma":[0.2035662,0.37276,0.0863064,0.06076695,0.2700838,0.006516912],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009057431,0.0007326382,0.003701078,0.03243634,0.0007801566,0.0008349593,0.01788413,0.001861945,0.002815161,0.03719737,0.6566103,0.2442401],"study_design_scores_gemma":[0.001877421,0.0007241835,0.005418504,0.1112413,0.0007316306,0.001856044,0.005292207,0.005065352,0.004836408,0.0397052,0.8225259,0.000725881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003625884,0.01185349,0.4949804,0.1238218,0.02345075,0.3067698,0.006837539,0.003613427,0.025047],"genre_scores_gemma":[0.008640448,0.006798822,0.6613272,0.02228774,0.001729745,0.2923056,0.002662709,0.0006745391,0.00357317],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4178863,"threshold_uncertainty_score":0.5153282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2937214893","doi":"10.1080/02687038.2019.1602860","title":"Increasing the intensity and comprehensiveness of aphasia services: identification of key factors influencing implementation across six countries","year":2019,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Aphasia; Thematic analysis; Context (archaeology); Focus group; Service delivery framework; Psychology; Promotion (chess); Identification (biology); Service (business); Evidence-based practice; Public relations; Medical education; Qualitative research; Nursing; Medicine; Political science; Business; Psychiatry; Alternative medicine; Sociology","authors":[{"name":"Megan Trebilcock","is_ca":false},{"name":"Linda Worrall","is_ca":false},{"name":"Brooke Ryan","is_ca":false},{"name":"Kirstine Shrubsole","is_ca":false},{"name":"Caroline Jagoe","is_ca":false},{"name":"Nina Simmons‐Mackie","is_ca":false},{"name":"Felicity Bright","is_ca":false},{"name":"Madeline Cruice","is_ca":false},{"name":"Madeleine Pritchard","is_ca":false},{"name":"Guylaine Le Dorze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02052399954308223,"gpt":0.3198635735469867,"spread":0.2993395740039045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01535217,0.0003583782,0.0005408765,0.001487253,0.002515057,0.003886187,0.001064882,0.0007556677,0.001758104],"category_scores_gemma":[0.04442613,0.0005210271,0.0004942092,0.002523274,0.00297311,0.00243107,0.005174852,0.001385972,0.0001237049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00561443,"about_ca_system_score_gemma":0.01031609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0516351,"about_ca_topic_score_gemma":0.03694857,"domain_scores_codex":[0.9892591,0.006361555,0.001176876,0.0006429494,0.000861835,0.001697756],"domain_scores_gemma":[0.9683406,0.01784898,0.006707287,0.0007927899,0.004147045,0.002163385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001674009,0.0001890348,0.6778476,0.001007751,0.00009750637,0.0006853875,0.2774596,0.0003076371,0.000765831,0.001808406,0.0007362636,0.03892763],"study_design_scores_gemma":[0.00001897003,0.0001501294,0.5584321,0.0008229916,0.00006109683,0.0002504324,0.4368215,0.0003313398,0.0003547936,0.0003329264,0.002394383,0.00002936358],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963377,0.0003693542,0.0003315214,0.0008103686,0.000008922618,0.0001509718,0.00006437858,0.000005229812,0.001921635],"genre_scores_gemma":[0.9988,0.0002508259,0.0005949149,0.0001134014,0.000001589423,0.00009018948,0.00003627549,0.000002406113,0.0001104328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0516351,"threshold_uncertainty_score":0.1026691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2494398143","doi":"10.1080/02687038.2016.1191054","title":"Slowed articulation rate is a sensitive diagnostic marker for identifying non-fluent primary progressive aphasia","year":2016,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":43,"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":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Deafness and Other Communication Disorders","keywords":"Fluency; Primary progressive aphasia; Aphasia; Audiology; Medicine; Articulation (sociology); Rating scale; Psychology; Cognitive psychology; Disease; Frontotemporal dementia; Pathology; Developmental psychology","authors":[{"name":"Claire Cordella","is_ca":false},{"name":"Bradford C. Dickerson","is_ca":false},{"name":"Megan Quimby","is_ca":false},{"name":"Yana Yunusova","is_ca":true},{"name":"Jordan R. Green","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03241251806078625,"gpt":0.3131013936490413,"spread":0.280688875588255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001468432,0.0005796716,0.0003828242,0.001539871,0.0002045112,0.0006794782,0.0003460287,0.0006263721,0.0009964824],"category_scores_gemma":[0.006847295,0.0001526536,0.0002399672,0.0003904445,0.0004330773,0.0003283942,0.0004037074,0.0003930418,0.0004147638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045169,"about_ca_system_score_gemma":0.0001817658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007720175,"about_ca_topic_score_gemma":0.0009938509,"domain_scores_codex":[0.9991733,0.0002279313,0.0001437958,0.0002127015,0.0001923172,0.00004987561],"domain_scores_gemma":[0.9953558,0.001851409,0.001808916,0.0001852644,0.0005203084,0.0002783205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007222577,0.00008786447,0.9584513,0.00007967289,0.00008032259,0.0004150075,0.0002597354,0.0002212412,0.02254129,0.00005354523,0.000189426,0.01689847],"study_design_scores_gemma":[0.00001274418,0.0004408873,0.9915251,0.00002619783,0.00005276345,0.002798911,0.0001525201,0.0009343791,0.003758197,0.00007162352,0.0002152941,0.00001141331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971737,0.000567912,0.001014814,0.00002960144,0.0000157009,0.00002192619,0.0001655179,0.00003755232,0.0009732973],"genre_scores_gemma":[0.9985474,0.0001106082,0.00107059,0.00001411075,0.00001097842,0.0000155858,0.0001307178,0.000003097935,0.00009692531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539871,"threshold_uncertainty_score":0.007765949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049601534","doi":"10.1080/729255219","title":"Unconstrained oral naming performance in right- and left-hemisphere-damaged individuals: When education overrides the lesion","year":2003,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Right hemisphere; Aphasia; Lateralization of brain function; Task (project management); Lesion; Audiology; Cognitive psychology; Medicine","authors":[{"name":"Natacha Beausoleil","is_ca":true},{"name":"Raphaëlle Fortin","is_ca":true},{"name":"Bernadette Blanc","is_ca":true},{"name":"Yves Joanette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02863141884026572,"gpt":0.2845558449869464,"spread":0.2559244261466807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003381114,0.0003350826,0.0004435957,0.0005746991,0.0002661331,0.0003990335,0.0001133704,0.0003792574,0.001857252],"category_scores_gemma":[0.001378429,0.0001257975,0.0001655958,0.0001596785,0.0006374631,0.0003403735,0.0004192679,0.0002241001,0.0002996595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211887,"about_ca_system_score_gemma":0.0002198548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129408,"about_ca_topic_score_gemma":0.001744771,"domain_scores_codex":[0.999814,0.00002471293,0.00002754777,0.00006992336,0.00002820787,0.00003563311],"domain_scores_gemma":[0.9993415,0.0002053043,0.000233576,0.00008295733,0.00004396605,0.00009254056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003388534,0.0005218629,0.8252609,0.0001142501,0.0000962106,0.006721593,0.003319052,0.00019711,0.1364654,0.0001166504,0.00008097002,0.02371754],"study_design_scores_gemma":[0.00002579656,0.001010719,0.9857696,0.000007292655,0.00004451307,0.005935458,0.0006979693,0.0002138301,0.006062557,0.0001051629,0.0001164429,0.00001053861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997906,0.00002691446,0.00003486429,0.000003154806,8.269651e-7,0.000002173421,0.00001223114,0.000001765982,0.0001275402],"genre_scores_gemma":[0.9998176,0.00001370993,0.00005699896,0.000003755776,9.784931e-7,0.000001863487,0.00002350866,0.000001068137,0.00008068371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001857252,"threshold_uncertainty_score":0.006213129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362474015","doi":"10.1080/02687038.2023.2189513","title":"How artificial intelligence (AI) is used in aphasia rehabilitation: A scoping review","year":2023,"lang":"en","type":"review","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal; McGill University; Institut Universitaire de Gériatrie de Montréal; Jewish Rehabilitation Hospital","funders":"","keywords":"Aphasia; Rehabilitation; Psychology; Context (archaeology); Artificial intelligence; Computer science; Cognitive psychology; Neuroscience","authors":[{"name":"Nancy Azevedo","is_ca":true},{"name":"Eva Kehayia","is_ca":true},{"name":"Gonia Jarema","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Christel Beaujard","is_ca":false},{"name":"Marc Yvon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2581660350782997,"gpt":0.4655688116097156,"spread":0.2074027765314159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01145567,0.001354173,0.004285178,0.02279029,0.001438227,0.006422175,0.002021364,0.003904031,0.003624392],"category_scores_gemma":[0.06745182,0.001139067,0.004426829,0.02279262,0.002176993,0.004860023,0.002368467,0.002188028,0.0005550676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006212822,"about_ca_system_score_gemma":0.01802737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488305,"about_ca_topic_score_gemma":0.02323437,"domain_scores_codex":[0.9883507,0.004742034,0.00399799,0.0007656364,0.001825292,0.0003183153],"domain_scores_gemma":[0.9235841,0.06634748,0.004499794,0.000698673,0.004552801,0.000317126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007775294,0.00003546202,0.0006156955,0.7681575,0.001312247,0.0002280692,0.002109591,0.0004327343,0.000254534,0.00462064,0.005236113,0.2169196],"study_design_scores_gemma":[0.00001553382,0.0000467606,0.0009232429,0.9400968,0.002868461,0.000307994,0.001014763,0.0001128159,0.0001455346,0.00158489,0.05285767,0.00002546207],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003531961,0.9980052,0.0001970829,0.0005651682,0.0001287869,0.00009145177,0.00005853835,0.000004637117,0.0005959979],"genre_scores_gemma":[0.004644854,0.993711,0.0006630639,0.0004588604,0.00007307756,0.0002419582,0.00007241627,0.000004384478,0.0001302914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02279029,"threshold_uncertainty_score":0.06058407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028268112","doi":"10.1080/02687030344000616","title":"“Speaking for” behaviours in spouses of people with aphasia: A descriptive study of six couples in an interview situation","year":2004,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Aphasia; Spouse; Psychology; Perception; Stroke (engine); Developmental psychology; Social psychology; Clinical psychology; Cognitive psychology","authors":[{"name":"Claire Croteau","is_ca":true},{"name":"Anne‐Marie Vychytil","is_ca":true},{"name":"Céline Larfeuil","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07387009518598228,"gpt":0.3327262743940216,"spread":0.2588561792080394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005129169,0.0007482565,0.0009800032,0.001928427,0.006823723,0.002725373,0.001074924,0.001280584,0.001546773],"category_scores_gemma":[0.01168584,0.001391162,0.0007529419,0.001485899,0.002813245,0.001860523,0.003800491,0.002129769,0.0004642053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245653,"about_ca_system_score_gemma":0.001659607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009815711,"about_ca_topic_score_gemma":0.01365154,"domain_scores_codex":[0.9955101,0.00296343,0.0003507465,0.0003281853,0.0003387436,0.0005088482],"domain_scores_gemma":[0.9928913,0.003335264,0.001589408,0.0002849475,0.0008794276,0.001019673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001306617,0.0002441832,0.06651999,0.0001389546,0.00001706849,0.002108646,0.9250242,0.00002841425,0.001235649,0.0001040864,0.0001224631,0.004325646],"study_design_scores_gemma":[0.00001253193,0.0006155038,0.04568651,0.00009370417,0.00002163427,0.00182513,0.948983,0.0001132786,0.0005881588,0.00007018633,0.001952841,0.00003753387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985185,0.0003334371,0.0003673105,0.00009492139,0.000009483323,0.0001162849,0.00005739053,0.000003940763,0.000498648],"genre_scores_gemma":[0.9975367,0.0006123965,0.0006450978,0.0001795589,0.00001499558,0.0002145867,0.0001075764,0.000007635197,0.0006815342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009815711,"threshold_uncertainty_score":0.02712601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112564527","doi":"10.1080/02687038.2020.1836318","title":"Many ways of measuring: a scoping review of measurement instruments for use with people with aphasia","year":2020,"lang":"en","type":"review","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"National Health and Medical Research Council","keywords":"Aphasia; CINAHL; Construct (python library); International Classification of Functioning, Disability and Health; Psychology; MEDLINE; Systematic review; Construct validity; Applied psychology; English language; Computer science; Clinical psychology; Psychometrics; Rehabilitation; Cognitive psychology; Psychiatry; Psychological intervention","authors":[{"name":"Sarah J. Wallace","is_ca":false},{"name":"Linda Worrall","is_ca":false},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Caitlin Brandenburg","is_ca":false},{"name":"Jessica Foulkes","is_ca":false},{"name":"Tanya Rose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2689554664107694,"gpt":0.3518690927949735,"spread":0.08291362638420408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09089667,0.00284302,0.01056935,0.03973432,0.003087399,0.009354997,0.004485045,0.004792187,0.004691988],"category_scores_gemma":[0.2856825,0.002890201,0.01259338,0.04045777,0.004000607,0.01068288,0.006470509,0.004293421,0.0007334324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01212372,"about_ca_system_score_gemma":0.0529237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625703,"about_ca_topic_score_gemma":0.03821434,"domain_scores_codex":[0.9154015,0.03253618,0.03544534,0.003322701,0.01236053,0.0009337877],"domain_scores_gemma":[0.7618671,0.1815994,0.02518419,0.004706312,0.02570602,0.0009369029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009571853,0.00002077469,0.0005924152,0.8555879,0.002472752,0.00009932747,0.00201607,0.0001694817,0.0001662986,0.001484031,0.00389336,0.1334019],"study_design_scores_gemma":[0.00002528102,0.00003097616,0.0005811961,0.978449,0.004387908,0.00008635793,0.0005077806,0.00004368947,0.00006254074,0.0005652964,0.01523903,0.00002096367],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005068068,0.9938892,0.001267465,0.001198289,0.0004483769,0.001674714,0.0003547576,0.00002155471,0.0006387061],"genre_scores_gemma":[0.004817118,0.9839882,0.005396519,0.0008315549,0.0001174607,0.00438658,0.0002979954,0.00002022627,0.0001442957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09089667,"threshold_uncertainty_score":0.4807133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988754327","doi":"10.1080/02687038.2019.1693027","title":"Qualitative data collection: considerations for people with Aphasia","year":2019,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Aphasia; Qualitative research; Data collection; Photovoice; Interview; Psychology; Qualitative property; Context (archaeology); Focus group; Applied psychology; Computer science; Cognitive psychology; Sociology","authors":[{"name":"Carlee Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1300207697533804,"gpt":0.3968655004572281,"spread":0.2668447307038477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5678816,0.002165413,0.003802696,0.007958742,0.0228582,0.01819677,0.009281995,0.01037069,0.01193778],"category_scores_gemma":[0.5074142,0.003596566,0.003033683,0.008496962,0.03665878,0.02065745,0.01683411,0.01299833,0.00448314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01821734,"about_ca_system_score_gemma":0.05551861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009432573,"about_ca_topic_score_gemma":0.01458513,"domain_scores_codex":[0.2767177,0.6799397,0.02152609,0.004483125,0.01440767,0.002925784],"domain_scores_gemma":[0.3355647,0.5268198,0.01441382,0.0364602,0.07592936,0.01081207],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002817551,0.0001488711,0.001390351,0.01282603,0.00006976157,0.001288631,0.8286511,0.0003835639,0.001876464,0.06589197,0.02118304,0.06600854],"study_design_scores_gemma":[0.0003430704,0.0004399963,0.001258471,0.03295667,0.00009054407,0.002099823,0.5100352,0.001279918,0.001954342,0.09588312,0.3534328,0.0002261194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02171345,0.01624926,0.574563,0.2497572,0.007317015,0.101298,0.001685149,0.001065947,0.02635103],"genre_scores_gemma":[0.05711815,0.006237435,0.7330634,0.01621848,0.0007350461,0.1819361,0.0004163581,0.0003966205,0.003878433],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5678816,"threshold_uncertainty_score":0.5328789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025314120","doi":"10.1080/02687038.2015.1006564","title":"“Who decides what criteria are important to consider in exploring the outcomes of conversation approaches? A participatory health research study”","year":2015,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Conversation; Psychology; Thematic analysis; Participatory action research; Stakeholder; Brainstorming; Focus group; Aphasia; Medical education; Citizen journalism; Conversation analysis; Competence (human resources); Applied psychology; Qualitative research; Public relations; Medicine; Computer science; Social psychology; Sociology; Political science","authors":[{"name":"Ruth McMenamin","is_ca":false},{"name":"Edel Tierney","is_ca":false},{"name":"Anne Mac Farlane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7684840890972898,"gpt":0.5036919288629372,"spread":0.2647921602343526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2800648,0.0006889012,0.00149647,0.003238901,0.01515089,0.01267471,0.00340721,0.005968745,0.003044335],"category_scores_gemma":[0.2193362,0.00120047,0.001116769,0.002863149,0.02324307,0.01481377,0.01094726,0.005908057,0.0005678518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008223565,"about_ca_system_score_gemma":0.02007989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003016625,"about_ca_topic_score_gemma":0.0038541,"domain_scores_codex":[0.6309156,0.3464459,0.005248957,0.005435726,0.005731865,0.006222059],"domain_scores_gemma":[0.8038094,0.1612318,0.008474718,0.005000561,0.01440969,0.007073842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001137787,0.0001404656,0.002712106,0.0008458762,0.00002975766,0.0004571906,0.9600326,0.0000699002,0.0005660107,0.01041369,0.001360423,0.0232582],"study_design_scores_gemma":[0.00009059929,0.0002967004,0.001457294,0.00208667,0.00003663766,0.0003692205,0.9651837,0.0003440432,0.0005217195,0.01030343,0.01925474,0.00005538725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7185802,0.008206661,0.07641836,0.1328411,0.001427372,0.02222254,0.0003074924,0.0001608595,0.03983551],"genre_scores_gemma":[0.9430267,0.002061211,0.03500859,0.007175679,0.0001102124,0.01033144,0.00005966784,0.00004913857,0.002177444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800648,"threshold_uncertainty_score":0.8878083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968156456","doi":"10.1080/02687030244000752","title":"Viewing couples living with aphasia as adult learners: Implications for promoting quality of life","year":2003,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aphasia; Psychology; Psychosocial; Psychological intervention; Conversation; Intervention (counseling); Quality of life (healthcare); Quality (philosophy); Developmental psychology; Cognitive psychology; Psychotherapist; Communication","authors":[{"name":"Riva Sorin‐Peters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07071080841970652,"gpt":0.3518910939203138,"spread":0.2811802855006073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002382981,0.0001565623,0.0001886745,0.0002674267,0.001448206,0.001637114,0.0004027504,0.000978648,0.004119095],"category_scores_gemma":[0.004090507,0.00007721095,0.0002858017,0.0002360183,0.001417555,0.001213513,0.001564649,0.001237362,0.0002895893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007711238,"about_ca_system_score_gemma":0.001395634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104396,"about_ca_topic_score_gemma":0.002086486,"domain_scores_codex":[0.9990807,0.0006467842,0.00002665901,0.00003428586,0.0001129069,0.00009862841],"domain_scores_gemma":[0.99817,0.00054404,0.0002431313,0.00003949241,0.0001608977,0.0008424295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002422981,0.000984594,0.1059671,0.001704281,0.0000976488,0.004601522,0.1904944,0.0003137078,0.002446088,0.01313853,0.02713325,0.6528766],"study_design_scores_gemma":[0.0001888198,0.002649854,0.2572599,0.005032961,0.0001708833,0.01341283,0.3804808,0.0005474295,0.001279317,0.02741286,0.3114449,0.0001194292],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6759592,0.04794543,0.005614436,0.1901609,0.001454813,0.0002447782,0.0001499037,0.00008282394,0.07838779],"genre_scores_gemma":[0.9757137,0.0149713,0.002238011,0.004558908,0.0002389189,0.0001340693,0.0000395936,0.000008471727,0.002097043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004119095,"threshold_uncertainty_score":0.01377976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978343785","doi":"10.1080/02687030802514946","title":"The complexities of speaking for another","year":2009,"lang":"en","type":"article","venue":"Aphasiology","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Cognitive psychology","authors":[{"name":"Barbara Purves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09646691192042214,"gpt":0.3267704652410147,"spread":0.2303035533205925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009503727,0.0008883613,0.0007395817,0.001565135,0.02571698,0.01083312,0.002643484,0.004404416,0.007929122],"category_scores_gemma":[0.01753347,0.0005662806,0.0009733559,0.001035914,0.04301077,0.01556124,0.01708611,0.007820897,0.001941713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005676829,"about_ca_system_score_gemma":0.00635045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009665614,"about_ca_topic_score_gemma":0.007654989,"domain_scores_codex":[0.9784427,0.01583241,0.0006916692,0.001426722,0.002045032,0.001561463],"domain_scores_gemma":[0.9888473,0.006254824,0.001544902,0.0006929302,0.0008499863,0.001809955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003019205,0.00001426167,0.001412928,0.0001374977,0.00001167827,0.002388864,0.9532621,0.0000449871,0.0003553224,0.02962848,0.003987879,0.008725769],"study_design_scores_gemma":[0.000007117133,0.00004021263,0.0013727,0.0005316708,0.00002122807,0.006428096,0.8123671,0.00009966236,0.0002527415,0.01598674,0.1628557,0.00003698545],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4345522,0.02984499,0.01776489,0.1359682,0.002638648,0.0001671561,0.0001581055,0.0002996031,0.3786063],"genre_scores_gemma":[0.9788342,0.004091296,0.001789988,0.004735203,0.0003678225,0.00009316863,0.00005935909,0.0001023689,0.009926625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02571698,"threshold_uncertainty_score":0.05026108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1488508015","doi":"10.1080/02687038.2015.1065468","title":"Decision-making capacity and aphasia: speech-language pathologists’ perspectives","year":2015,"lang":"en","type":"article","venue":"Aphasiology","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Aphasia; Psychology; Speech-Language Pathology; Linguistics; Cognitive psychology","authors":[{"name":"Salima Suleman","is_ca":true},{"name":"Tammy Hopper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06735934283846436,"gpt":0.4027273076755856,"spread":0.3353679648371213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03076922,0.0006049792,0.000723908,0.002793286,0.01374538,0.01119282,0.002684415,0.006018993,0.002908155],"category_scores_gemma":[0.04687337,0.0008030771,0.0007309762,0.00179039,0.03224522,0.009556171,0.0132691,0.01160148,0.0004262879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01214502,"about_ca_system_score_gemma":0.02787029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0280788,"about_ca_topic_score_gemma":0.03687607,"domain_scores_codex":[0.9607927,0.02906201,0.001511958,0.001430806,0.003122834,0.004079706],"domain_scores_gemma":[0.907421,0.06631708,0.005025979,0.0009338976,0.008837155,0.01146494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001313058,0.0000266819,0.003625974,0.0001720927,0.000007226672,0.001348841,0.9872084,0.00003819597,0.0001931913,0.002145262,0.001613951,0.003607041],"study_design_scores_gemma":[0.000005531672,0.00002488024,0.0009042487,0.0004105598,0.00000652478,0.00107376,0.9831249,0.00005106355,0.00008545184,0.00116545,0.01312899,0.00001869079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031648,0.01789874,0.003165705,0.2382817,0.0011536,0.0001677554,0.0001105995,0.00005054774,0.03600647],"genre_scores_gemma":[0.9718491,0.006061655,0.001084528,0.01886384,0.0002390111,0.00008872463,0.00003096627,0.00001839584,0.001763925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03076922,"threshold_uncertainty_score":0.1627251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969238791","doi":"10.1080/02687038.2019.1643003","title":"RELEASE: a protocol for a systematic review based, individual participant data, meta- and network meta-analysis, of complex speech-language therapy interventions for stroke-related aphasia","year":2019,"lang":"en","type":"review","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":24,"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":"Tavistock Trust for Aphasia; Health Services and Delivery Research Programme; National Institute for Health and Care Research","keywords":"Aphasia; Psychological intervention; Observational study; Meta-analysis; Psychology; Stroke (engine); Protocol (science); Population; Randomized controlled trial; Medicine; Cognitive psychology; Psychiatry; Alternative medicine","authors":[{"name":"Marian Brady","is_ca":false},{"name":"Myzoon Ali","is_ca":false},{"name":"Kathryn VandenBerg","is_ca":false},{"name":"Linda Williams","is_ca":false},{"name":"Louise R. Williams","is_ca":false},{"name":"Masahiro Abo","is_ca":false},{"name":"Frank Becker","is_ca":false},{"name":"Audrey Bowen","is_ca":false},{"name":"Caitlin Brandenburg","is_ca":false},{"name":"Caterina Breitenstein","is_ca":false},{"name":"Stefanie Bruehl","is_ca":false},{"name":"David A. Copland","is_ca":false},{"name":"Tamara Cranfill","is_ca":false},{"name":"Marie di Pietro-Bachmann","is_ca":false},{"name":"Pam Enderby","is_ca":false},{"name":"Joanne Fillingham","is_ca":false},{"name":"Federica Galli","is_ca":false},{"name":"Marialuisa Gandolfi","is_ca":false},{"name":"Bertrand Glize","is_ca":false},{"name":"Neil Hawkins","is_ca":false},{"name":"Katerina Hilari","is_ca":false},{"name":"Jacqueline Hinckley","is_ca":false},{"name":"Simon Horton","is_ca":false},{"name":"David Howard","is_ca":false},{"name":"Petra Jaecks","is_ca":false},{"name":"Elizabeth Jefferies","is_ca":false},{"name":"Luís M. T. Jesus","is_ca":false},{"name":"Maria Kambanaros","is_ca":false},{"name":"Eun Kyoung Kang","is_ca":false},{"name":"Eman M. Khedr","is_ca":false},{"name":"Anthony Pak‐Hin Kong","is_ca":false},{"name":"Tarja Kukkonen","is_ca":false},{"name":"Marina Laganaro","is_ca":false},{"name":"Matthew A. Lambon Ralph","is_ca":false},{"name":"Ann Charlotte Laska","is_ca":false},{"name":"Béatrice Leemann","is_ca":false},{"name":"Alexander Leff","is_ca":false},{"name":"Roxele Ribeiro Lima","is_ca":false},{"name":"Antje Lorenz","is_ca":false},{"name":"Brian MacWhinney","is_ca":false},{"name":"Rebecca Shisler Marshall","is_ca":false},{"name":"Flavia Mattioli","is_ca":false},{"name":"İlknur Maviş","is_ca":false},{"name":"Marcus Meinzer","is_ca":false},{"name":"Reza Nilipour","is_ca":false},{"name":"Enrique Noé","is_ca":false},{"name":"Nam‐Jong Paik","is_ca":false},{"name":"Rebecca Palmer","is_ca":false},{"name":"Ilias Papathanasiou","is_ca":false},{"name":"Brígida Patrício","is_ca":false},{"name":"Isabel Pavão Martins","is_ca":false},{"name":"Cathy J. Price","is_ca":false},{"name":"Tatjana Prizl Jakovac","is_ca":false},{"name":"Elizabeth Rochon","is_ca":true},{"name":"Miranda L. Rose","is_ca":false},{"name":"Charlotte Rosso","is_ca":false},{"name":"Ilona Rubi‐Fessen","is_ca":false},{"name":"Marina B. Ruiter","is_ca":false},{"name":"Claerwen Snell","is_ca":false},{"name":"Benjamin Stahl","is_ca":false},{"name":"Jerzy P. Szaflarski","is_ca":false},{"name":"Shirley Thomas","is_ca":false},{"name":"Mieke van de Sandt‐Koenderman","is_ca":false},{"name":"Ineke van der Meulen","is_ca":false},{"name":"Evy Visch‐Brink","is_ca":false},{"name":"Linda Worrall","is_ca":false},{"name":"Heather Harris Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7197659307661971,"gpt":0.5366736776114954,"spread":0.1830922531547017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1239224,0.006740216,0.01408734,0.009860996,0.003150359,0.009360788,0.005667755,0.007147687,0.2140574],"category_scores_gemma":[0.2295333,0.006106356,0.01910271,0.01213872,0.002996656,0.006253648,0.006415966,0.009563639,0.0281093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00925975,"about_ca_system_score_gemma":0.03809333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004840129,"about_ca_topic_score_gemma":0.009300785,"domain_scores_codex":[0.9298739,0.03623605,0.02133963,0.005928092,0.004851346,0.001770971],"domain_scores_gemma":[0.8440118,0.0891769,0.01522537,0.0247683,0.02433457,0.002482999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01275478,0.0002747501,0.0006851215,0.7334664,0.008108242,0.0004811068,0.001539297,0.001619158,0.001678148,0.009724822,0.1901024,0.03956584],"study_design_scores_gemma":[0.06486894,0.001239589,0.005553736,0.3220752,0.01446748,0.0004700836,0.001442724,0.002319398,0.002259605,0.02316329,0.5614879,0.0006520451],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006009108,0.002204918,0.01192343,0.001850174,0.001432367,0.8961491,0.08220309,0.001228511,0.002407406],"genre_scores_gemma":[0.0004019095,0.0003936374,0.009180287,0.0002688011,0.000036842,0.9866545,0.002311545,0.00009874412,0.0006537035],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2140574,"threshold_uncertainty_score":0.7160933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936172876","doi":"10.1080/02687038.2019.1602814","title":"Understanding practices of speech-language pathologists in aphasia rehabilitation: a grounded theory study","year":2019,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Aphasia; Rehabilitation; Psychology; Grounded theory; Speech-Language Pathology; Primary progressive aphasia; Constructivist grounded theory; Qualitative research; Cognitive psychology; Medicine; Physical therapy; Disease; Pathology","authors":[{"name":"Christine Gauvreau","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Claire Croteau","is_ca":true},{"name":"Marie‐Christine Hallé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1217025098345347,"gpt":0.3726625562958442,"spread":0.2509600464613094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0389947,0.0008555667,0.0009572798,0.004973115,0.01039255,0.008978765,0.003421118,0.003197692,0.001704008],"category_scores_gemma":[0.02573079,0.0009611135,0.0007058908,0.003480377,0.0155753,0.007074013,0.006247126,0.004255135,0.0003077709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01860513,"about_ca_system_score_gemma":0.02227151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02932188,"about_ca_topic_score_gemma":0.04010868,"domain_scores_codex":[0.9791733,0.01565126,0.0007171935,0.001111225,0.001629276,0.001717727],"domain_scores_gemma":[0.9426635,0.04995926,0.001933922,0.0008235059,0.002651773,0.001967962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001308602,0.00008546312,0.001565555,0.0001267589,0.000003644648,0.0003953164,0.9927919,0.00004981503,0.000237613,0.001218427,0.0001473207,0.003365119],"study_design_scores_gemma":[0.0000107577,0.00004857582,0.001189144,0.0003903034,0.000006355266,0.0001480738,0.9945455,0.0002331272,0.000126989,0.0007815321,0.002508584,0.00001111175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834662,0.0007586229,0.005991569,0.002709256,0.0000366427,0.001227227,0.000102262,0.00001516224,0.005693024],"genre_scores_gemma":[0.9895217,0.0009713088,0.006889605,0.000690576,0.000008674639,0.0006985448,0.00008581598,0.0000170296,0.001116581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0389947,"threshold_uncertainty_score":0.2062262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210845536","doi":"10.1080/02687038.2022.2031861","title":"A multinational online survey of the goal setting practice of rehabilitation staff with stroke survivors with aphasia","year":2022,"lang":"en","type":"article","venue":"Aphasiology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aphasia; Rehabilitation; Psychology; Stroke (engine); Descriptive statistics; Feeling; Multidisciplinary approach; Physical therapy; Medicine; Psychiatry; Social psychology","authors":[{"name":"Sophie Brown","is_ca":false},{"name":"Lesley Scobbie","is_ca":false},{"name":"Linda Worrall","is_ca":false},{"name":"Marian Brady","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01261238246243044,"gpt":0.2952815828181337,"spread":0.2826692003557033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004926878,0.0001779217,0.0003380406,0.001192691,0.0007406944,0.0008486786,0.0003690567,0.0005210866,0.002455128],"category_scores_gemma":[0.01561731,0.0003092554,0.0002456185,0.001508276,0.0005157443,0.001413815,0.001029321,0.0005013121,0.0008159878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055807,"about_ca_system_score_gemma":0.001308185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007262279,"about_ca_topic_score_gemma":0.01055453,"domain_scores_codex":[0.9969859,0.001364377,0.0006092955,0.0002323224,0.0005031161,0.0003050782],"domain_scores_gemma":[0.9858662,0.005637902,0.004220961,0.0004953715,0.002473292,0.0013061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075225,0.0004501051,0.9624867,0.0002379482,0.00002500426,0.0001282715,0.01501064,0.00004728964,0.0004663418,0.00004327325,0.00191292,0.01908403],"study_design_scores_gemma":[0.00002261371,0.0005195778,0.97177,0.0001245426,0.00001364194,0.0001980275,0.02493275,0.0002284708,0.000154314,0.0000360789,0.001981313,0.00001868349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983131,0.00004712935,0.0001041533,0.00014039,0.000004150951,0.0001017542,0.0005372244,0.000007315869,0.0007448664],"genre_scores_gemma":[0.9969802,0.000237068,0.0005760599,0.0004115162,0.00001202575,0.0005190325,0.0006995174,0.000006361645,0.0005581219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007262279,"threshold_uncertainty_score":0.02605611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008018395","doi":"10.1080/02687030444000831","title":"Social validation in aphasiology: Does judges' knowledge of aphasiology matter?","year":2005,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology; Aphasia; Aphasiology; Clinical psychology; Developmental psychology; Cognitive psychology","authors":[{"name":"Ellen M. Hickey","is_ca":true},{"name":"Gilbert Rondeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03258527190440696,"gpt":0.3376580849869479,"spread":0.305072813082541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09262019,0.0003294139,0.0008207886,0.001266343,0.001591837,0.002415753,0.001320467,0.001032377,0.002122858],"category_scores_gemma":[0.3183647,0.0004771634,0.0009807821,0.001146451,0.004678981,0.0020757,0.002231678,0.001269235,0.0004084735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107603,"about_ca_system_score_gemma":0.001174978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960041,"about_ca_topic_score_gemma":0.004157114,"domain_scores_codex":[0.9198229,0.05281712,0.004678976,0.005727916,0.01564696,0.001306223],"domain_scores_gemma":[0.5473025,0.3363986,0.05574504,0.02190321,0.03395571,0.004694873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001466388,0.0003544567,0.9253001,0.0003928021,0.0008144181,0.0001634705,0.0300178,0.0004318537,0.00198655,0.0009578892,0.001905451,0.03620891],"study_design_scores_gemma":[0.00007295458,0.0009838083,0.9843186,0.0003454078,0.0001997398,0.0003271516,0.006568365,0.001863064,0.001574369,0.001872574,0.001794003,0.00008007787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987228,0.000759402,0.004454427,0.000586674,0.0001935344,0.0001715035,0.0001017036,0.00002583891,0.006478923],"genre_scores_gemma":[0.9989102,0.00006847471,0.000509911,0.0001185735,0.00004644977,0.00008617073,0.00005856813,0.00001820426,0.0001835046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09262019,"threshold_uncertainty_score":0.4898282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767644820","doi":"10.1080/02687038.2017.1398811","title":"Discourse measurement in aphasia research: have we reached the tipping point? A core outcome set … or greater standardisation of discourse measures?","year":2017,"lang":"en","type":"article","venue":"Aphasiology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Aphasia; Outcome (game theory); Set (abstract data type); Tipping point (physics); Core (optical fiber); Psychology; Point (geometry); Rehabilitation; Linguistics; Cognitive psychology; Epistemology; Computer science; Philosophy; Economics; Neuroscience; Engineering; Mathematics","authors":[{"name":"Sarah J. Wallace","is_ca":false},{"name":"Linda Worrall","is_ca":false},{"name":"Tanya Rose","is_ca":false},{"name":"Guylaine Le Dorze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8161757676509586,"gpt":0.6240066150962641,"spread":0.1921691525546945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6965732,0.001662152,0.00600636,0.009339195,0.006241519,0.01880751,0.009634516,0.008619911,0.002402878],"category_scores_gemma":[0.7043707,0.001526671,0.00277067,0.006667288,0.03382516,0.04525615,0.01883958,0.02418399,0.001114532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01506408,"about_ca_system_score_gemma":0.02866283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006437487,"about_ca_topic_score_gemma":0.004631131,"domain_scores_codex":[0.4335826,0.4427615,0.04952916,0.01245229,0.05837315,0.003301341],"domain_scores_gemma":[0.228213,0.5863984,0.03080893,0.04478473,0.1039107,0.005884374],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006561421,0.0003478967,0.01278565,0.01627196,0.0007141213,0.0001013237,0.04481103,0.0005220494,0.001501538,0.2018555,0.02399662,0.6964362],"study_design_scores_gemma":[0.0005125504,0.003195145,0.03985516,0.05475565,0.0007853835,0.000951553,0.05478821,0.007213511,0.007489234,0.6789709,0.150389,0.001093656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02777704,0.1043315,0.2153548,0.6164367,0.02093292,0.002021193,0.0003393746,0.0005407653,0.01226571],"genre_scores_gemma":[0.4418725,0.04296042,0.4012516,0.09051389,0.009379389,0.01070711,0.0006437995,0.000614313,0.002056915],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3034268,"threshold_uncertainty_score":0.3741793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2616228157","doi":"10.1080/02687038.2017.1299854","title":"Focusing attention on executive functioning in Aphasia","year":2017,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Aphasia; Cognitive psychology; Executive functions; Cognition; Neuroscience","authors":[{"name":"Laura L. Murray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05835779430229215,"gpt":0.3322445236278633,"spread":0.2738867293255711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007483296,0.0002714671,0.0003011953,0.0005339725,0.0002684224,0.0004834443,0.0002140085,0.0006085818,0.001999849],"category_scores_gemma":[0.003626827,0.00006948002,0.00009319319,0.0002704578,0.0005323036,0.0005021673,0.0002589283,0.0005792436,0.0002274763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226223,"about_ca_system_score_gemma":0.0004777141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537089,"about_ca_topic_score_gemma":0.003307331,"domain_scores_codex":[0.9998678,0.00004174919,0.00001645358,0.00002148654,0.00002936543,0.00002323794],"domain_scores_gemma":[0.9989845,0.0006244539,0.0001439417,0.00005053682,0.00007423984,0.0001222817],"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":[0.004256586,0.001549841,0.3846782,0.0009709015,0.0003056405,0.005228271,0.003979661,0.0008792075,0.07413541,0.003213956,0.006542591,0.5142598],"study_design_scores_gemma":[0.0001821104,0.0009662835,0.9831497,0.0002654952,0.0000935793,0.001736461,0.0009727131,0.0003623069,0.003258075,0.0068513,0.002143747,0.00001822378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748532,0.003812788,0.0005096145,0.002894229,0.0001316789,0.00002723341,0.0000794213,0.00003588682,0.01765589],"genre_scores_gemma":[0.9964724,0.001600628,0.0002829188,0.0007256171,0.0001314345,0.00001990372,0.00003886872,0.000007400574,0.0007208803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001999849,"threshold_uncertainty_score":0.006690204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165616342","doi":"10.1080/02687038.2021.1907295","title":"A longitudinal study of narrative discourse in post-stroke aphasia","year":2021,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Toronto Rehabilitation Institute; Heart and Stroke Foundation; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto; Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"Heart and Stroke Foundation of Canada","keywords":"Aphasia; Stroke (engine); Psychology; Thematic analysis; Mean length of utterance; Language impairment; Acute stroke; Utterance; Longitudinal study; Narrative; Audiology; Developmental psychology; Medicine; Cognitive psychology; Language development; Linguistics; Qualitative research; Psychiatry; Pathology","authors":[{"name":"Amélie Brisebois","is_ca":true},{"name":"Simona M. Brambati","is_ca":true},{"name":"Johémie Boucher","is_ca":true},{"name":"Elizabeth Rochon","is_ca":true},{"name":"Carol Léonard","is_ca":true},{"name":"Marianne Désilets-Barnabé","is_ca":true},{"name":"Alex Désautels","is_ca":true},{"name":"Karine Marcotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04603944064271397,"gpt":0.3537095520570004,"spread":0.3076701114142864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753059,0.0002583407,0.0002941542,0.001412625,0.001572601,0.001038094,0.0004241606,0.0004689085,0.001137249],"category_scores_gemma":[0.006852563,0.0001956327,0.0002151252,0.0008694797,0.0006470917,0.0006894417,0.0007299116,0.0005183311,0.0002698471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782095,"about_ca_system_score_gemma":0.00208902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08148037,"about_ca_topic_score_gemma":0.1072059,"domain_scores_codex":[0.9994705,0.0001538814,0.00003727119,0.00007336324,0.0001559932,0.0001089373],"domain_scores_gemma":[0.9969851,0.000590214,0.0008179795,0.0001357057,0.001098381,0.0003725599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000512472,0.0005043772,0.862906,0.0001101717,0.00005764474,0.0006546527,0.1054098,0.00007224509,0.003900569,0.0001397543,0.000411775,0.02532053],"study_design_scores_gemma":[0.000004822153,0.0002455951,0.9810143,0.00001906693,0.00001594546,0.0001906381,0.01727603,0.00007795836,0.000285656,0.00005319387,0.0008017693,0.00001499189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994074,0.0001260663,0.0000453318,0.00003041901,0.000001989331,0.00001608744,0.00009038808,0.000001828229,0.0002804417],"genre_scores_gemma":[0.9989397,0.0001280931,0.000143823,0.00001376379,0.000004133797,0.00003252556,0.0002254524,0.000001430785,0.0005110587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08148037,"threshold_uncertainty_score":0.1620122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207259165","doi":"10.1080/02687038.2021.1983152","title":"The efficacy of treatments for sentence production deficits in aphasia: a systematic review","year":2021,"lang":"en","type":"review","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé","keywords":"Aphasia; Sentence; Generalization; Psychology; Affect (linguistics); Stroke (engine); Cognitive psychology; Natural language processing; Computer science; Mathematics; Communication","authors":[{"name":"Sarah-Ève Poirier","is_ca":true},{"name":"Marion Fossard","is_ca":false},{"name":"Laura Monetta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09395826899209779,"gpt":0.3928938894390211,"spread":0.2989356204469233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003717581,0.001203871,0.006286037,0.005332041,0.0004803233,0.00189807,0.001823367,0.001874516,0.004117448],"category_scores_gemma":[0.01791067,0.0006510281,0.005156822,0.005074593,0.000661921,0.001424599,0.0009554428,0.0009781608,0.0003421634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233351,"about_ca_system_score_gemma":0.005487182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006259753,"about_ca_topic_score_gemma":0.0163726,"domain_scores_codex":[0.9972318,0.001001546,0.0009320941,0.0002271662,0.0005054326,0.0001018763],"domain_scores_gemma":[0.9876505,0.009959919,0.001412884,0.0001246852,0.0007229715,0.0001290519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002697202,0.00002158299,0.0002569979,0.9323335,0.005394627,0.00005961909,0.0001249402,0.00007133139,0.0001569529,0.0001769298,0.001158638,0.05997509],"study_design_scores_gemma":[0.0004292506,0.0004482081,0.003353546,0.9053829,0.06538583,0.0004035841,0.0003270569,0.00009847426,0.0003625142,0.0003139487,0.02345944,0.00003530208],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006499999,0.9987405,0.00005237041,0.00007975359,0.00004426126,0.00008443057,0.0001114976,0.000005152469,0.0002321353],"genre_scores_gemma":[0.009143212,0.9900097,0.0002721336,0.0001932541,0.00003618203,0.000169426,0.0001004476,0.000003165231,0.00007241366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006286037,"threshold_uncertainty_score":0.01966071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896773320","doi":"10.1080/02687038.2018.1532068","title":"Service encounter interactions of people living with moderate-to-severe post-stroke aphasia in their community","year":2018,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec-Société et Culture; Centre for Interdisciplinary Research in Rehabilitation","keywords":"Aphasia; Conversation; Service (business); Psychology; Database transaction; Payment; Stroke (engine); Advertising; Business; Communication; Computer science; Marketing; Engineering; Cognitive psychology; World Wide Web","authors":[{"name":"Carole Anglade","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Claire Croteau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02765048210052657,"gpt":0.2875739951827266,"spread":0.2599235130822001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866641,0.0005168742,0.0006208553,0.001081077,0.005756239,0.002597993,0.001101865,0.001437789,0.003559002],"category_scores_gemma":[0.007332591,0.0004300495,0.0003757114,0.0007126277,0.003218316,0.001993001,0.003566787,0.001479948,0.0005370237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019905,"about_ca_system_score_gemma":0.001989061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009680899,"about_ca_topic_score_gemma":0.02305425,"domain_scores_codex":[0.9980652,0.001101392,0.0001017424,0.0001534456,0.0001929437,0.0003852916],"domain_scores_gemma":[0.9954462,0.002494531,0.0006621365,0.0001128232,0.0003926424,0.0008916145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000779078,0.00005567219,0.01021154,0.0001249919,0.000007052886,0.001628191,0.9823041,0.00001425971,0.0006693079,0.0001244518,0.0003592755,0.004423278],"study_design_scores_gemma":[0.000006009565,0.0001160282,0.009089136,0.00007190049,0.00000718794,0.0009148509,0.9872414,0.00005261536,0.0001362701,0.000113066,0.002235111,0.00001640981],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982336,0.0001806166,0.0001931963,0.000220215,0.00001002576,0.00004018338,0.00003242162,0.000008208656,0.001081521],"genre_scores_gemma":[0.9986023,0.0002032526,0.0002632648,0.0001165944,0.000007397193,0.00005910031,0.00003156712,0.000005764314,0.0007106448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009680899,"threshold_uncertainty_score":0.01924908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079723385","doi":"10.1080/02687038.2013.850651","title":"Phonological encoding in apraxia of speech and aphasia","year":2013,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Mary's Hospital Centre","funders":"National Institute on Minority Health and Health Disparities","keywords":"Aphasia; Psychology; Consonant; Audiology; Apraxia; Cognitive psychology; Speech recognition; Vowel; Computer science","authors":[{"name":"Edwin Maas","is_ca":false},{"name":"Keila Gutiérrez","is_ca":true},{"name":"Kirrie J. Ballard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03404685293181531,"gpt":0.2829467828004249,"spread":0.2488999298686096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007386425,0.000445495,0.0003291254,0.001212121,0.000343503,0.0006242219,0.0002397815,0.0004785296,0.002799271],"category_scores_gemma":[0.004278714,0.0001267532,0.0001323703,0.0004967005,0.001356524,0.0005856125,0.0007776423,0.000519863,0.0002304402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466939,"about_ca_system_score_gemma":0.0004605172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008487474,"about_ca_topic_score_gemma":0.0009134524,"domain_scores_codex":[0.9995582,0.00009893288,0.00008412876,0.0000813397,0.0001333769,0.00004415249],"domain_scores_gemma":[0.9974898,0.001078898,0.0009949666,0.0001013427,0.0001812487,0.0001538617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002500183,0.0008003357,0.6478641,0.0008520239,0.0001155159,0.0798297,0.01228386,0.0006174664,0.1234897,0.003736698,0.001204879,0.1267055],"study_design_scores_gemma":[0.00009661777,0.001425483,0.790668,0.0001536021,0.00008966877,0.1832815,0.002315128,0.000622132,0.006956437,0.01291469,0.001436743,0.00004011612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961436,0.0006012391,0.0003684944,0.0001318991,0.00001214425,0.00001107659,0.0000298403,0.0000178522,0.002683986],"genre_scores_gemma":[0.999333,0.0001712185,0.0002472099,0.00003052252,0.000009265416,0.000007302992,0.00003080069,0.000002303726,0.0001682863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002799271,"threshold_uncertainty_score":0.009364486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736131805","doi":"10.1080/02687038.2017.1350629","title":"Exploration of a quantitative method for measuring behaviors in conversation","year":2017,"lang":"en","type":"article","venue":"Aphasiology","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Université de Montréal","keywords":"Conversation; Reliability (semiconductor); Aphasia; Psychology; Computer science; Protocol (science); Limiting; Spouse; Data collection; Applied psychology; Cognitive psychology; Communication; Statistics","authors":[{"name":"Claire Croteau","is_ca":true},{"name":"Paméla McMahon‐Morin","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Emma Power","is_ca":false},{"name":"Julie Fortier-Blanc","is_ca":true},{"name":"G. Albyn Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1739447756268832,"gpt":0.4435609702404611,"spread":0.2696161946135779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05952702,0.001074201,0.0005151883,0.004597196,0.001340896,0.002197382,0.001588902,0.0009684164,0.004363487],"category_scores_gemma":[0.1194144,0.000461844,0.0008037699,0.003140606,0.002426193,0.002173359,0.00225447,0.001438447,0.000840746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517595,"about_ca_system_score_gemma":0.002856749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104152,"about_ca_topic_score_gemma":0.001511105,"domain_scores_codex":[0.9115204,0.06806266,0.004306086,0.00465901,0.01092759,0.0005243713],"domain_scores_gemma":[0.8060479,0.14745,0.01053059,0.01210521,0.02298521,0.0008811443],"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":[0.001268749,0.001543878,0.06137446,0.007162551,0.000373521,0.0003798206,0.07681804,0.003067378,0.09931688,0.04873562,0.006571407,0.6933876],"study_design_scores_gemma":[0.0009815934,0.01539859,0.320076,0.007649302,0.001052791,0.003757361,0.09172677,0.08279852,0.1730281,0.1139979,0.1881732,0.001359852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05887703,0.0004035789,0.920189,0.000625405,0.0002035272,0.007988855,0.0009874458,0.0006826153,0.01004256],"genre_scores_gemma":[0.2015736,0.000291999,0.7743471,0.0003289062,0.00007767863,0.02170473,0.0003955273,0.0001485297,0.001131895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05952702,"threshold_uncertainty_score":0.3148128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059357897","doi":"10.1080/02687030600821600","title":"Boston Naming Test performance of older New Zealand adults","year":2007,"lang":"en","type":"article","venue":"Aphasiology","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Normative; Boston Naming Test; Psychology; Test (biology); Sample (material); Demography; Gerontology; Medicine; Cognition; Psychiatry; Sociology","authors":[{"name":"Suzanne Barker‐Collo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03373827564044717,"gpt":0.4122756178018069,"spread":0.3785373421613597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000789525,0.0005706079,0.0005378638,0.001136075,0.0004777402,0.0006605545,0.000355525,0.0003794703,0.003241594],"category_scores_gemma":[0.003965474,0.0001579514,0.0003187019,0.0006371654,0.0005145511,0.000705645,0.000752788,0.0003029705,0.001055585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134643,"about_ca_system_score_gemma":0.0003931914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06248708,"about_ca_topic_score_gemma":0.07158047,"domain_scores_codex":[0.9995246,0.00002516395,0.00009121062,0.0001127417,0.0001882689,0.00005808291],"domain_scores_gemma":[0.9986939,0.0001041448,0.0004932756,0.00007830363,0.0004777145,0.0001526385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002805738,0.00007571205,0.9757903,0.00006269223,0.00005247372,0.0005673522,0.005421315,0.00003861443,0.004050034,0.00002862464,0.0004168719,0.01321538],"study_design_scores_gemma":[0.000006657751,0.000143514,0.9979503,0.000007874881,0.00001816432,0.0006034023,0.0006436451,0.00002306617,0.0002239252,0.00001232402,0.0003620109,0.000005248053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998137,0.0001464197,0.00003973503,0.0000228935,0.000005963953,0.00001533819,0.0002350724,0.000004094644,0.001393461],"genre_scores_gemma":[0.9980772,0.0001892686,0.0001542862,0.00003289818,0.000006442468,0.00003077466,0.0005543022,0.000004384646,0.0009504061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06248708,"threshold_uncertainty_score":0.1242467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2476660546","doi":"10.1080/02687038.2016.1208803","title":"Effects of semantic context on access to words of low imageability in deep-phonological dysphasia: a treatment case study","year":2016,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; McGill University","keywords":"Noun; Repetition (rhetorical device); Aphasia; Psychology; Cognitive psychology; Linguistics; Computer science; Natural language processing","authors":[{"name":"Laura Mary McCarthy","is_ca":false},{"name":"Michelene Kalinyak-Fliszar","is_ca":false},{"name":"Francine Kohen","is_ca":false},{"name":"Nadine Martin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03791292214263405,"gpt":0.3433493382720681,"spread":0.3054364161294341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003615439,0.0007321209,0.0008273275,0.0004855507,0.0009856748,0.0003009682,0.0005376193,0.001657974,0.001893041],"category_scores_gemma":[0.001841294,0.0002112292,0.0006331064,0.0002890239,0.0007392904,0.0003761142,0.0005410637,0.0008801562,0.0004314262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427983,"about_ca_system_score_gemma":0.0003305234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006014683,"about_ca_topic_score_gemma":0.001214823,"domain_scores_codex":[0.999605,0.0001428634,0.00004217314,0.0000904652,0.0000659335,0.0000536281],"domain_scores_gemma":[0.9996201,0.0001849288,0.00005017381,0.00007111958,0.00002071805,0.00005296804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.01180053,0.03904871,0.01285959,0.002917773,0.0004141339,0.2486779,0.0286861,0.002581685,0.2433832,0.00251729,0.002224912,0.4048882],"study_design_scores_gemma":[0.008025175,0.1747695,0.09049857,0.0004045265,0.00111937,0.5466763,0.01119297,0.01108678,0.1251192,0.005043776,0.02556617,0.000497599],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967684,0.0003084175,0.001116496,0.0001306769,0.00002632085,0.0002526379,0.00002484543,0.00003446736,0.001337735],"genre_scores_gemma":[0.9956366,0.0002924123,0.002187158,0.0001352555,0.00003399028,0.0003016553,0.00003471129,0.00001738602,0.001360904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001893041,"threshold_uncertainty_score":0.006332874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082993063","doi":"10.1080/02687030701192398","title":"Development of a procedure to evaluate the contributions of persons with aphasia and their spouses in an interview situation","year":2007,"lang":"en","type":"article","venue":"Aphasiology","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Aphasia; Psychology; Applied psychology; Cognitive psychology; Developmental psychology; Medical education; Social psychology; Medicine","authors":[{"name":"Claire Croteau","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Geneviève Baril","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0735902155943248,"gpt":0.342175692949502,"spread":0.2685854773551771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04855822,0.001350413,0.0006591823,0.004318479,0.00290868,0.0017754,0.001805827,0.00139292,0.00317389],"category_scores_gemma":[0.08335901,0.0008994117,0.001401345,0.001756664,0.002546676,0.002192788,0.004677096,0.001839192,0.001804394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307998,"about_ca_system_score_gemma":0.005015343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596398,"about_ca_topic_score_gemma":0.003795139,"domain_scores_codex":[0.9639108,0.02758145,0.003652867,0.001206156,0.002798705,0.000849999],"domain_scores_gemma":[0.9162956,0.04779116,0.007662019,0.005963975,0.02015647,0.002130791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002596957,0.003012146,0.1308837,0.003920137,0.0001983934,0.00191321,0.2943714,0.00222256,0.08591779,0.01642682,0.01309596,0.4454409],"study_design_scores_gemma":[0.001303361,0.0143758,0.3482708,0.002868879,0.0004621784,0.005016175,0.3147531,0.0232707,0.0853657,0.01774407,0.1853342,0.00123506],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5350247,0.0006204767,0.3437603,0.00120962,0.0007248588,0.09384443,0.001614639,0.001266157,0.02193483],"genre_scores_gemma":[0.2007446,0.000455211,0.6770195,0.0003870388,0.00009345193,0.1173197,0.0009193469,0.0001225513,0.002938682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04855822,"threshold_uncertainty_score":0.2568035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214353429","doi":"10.1080/02687038.2021.1994916","title":"Exploring the effects of a communication partner training programme for adapted transport drivers","year":2021,"lang":"en","type":"article","venue":"Aphasiology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Université de Montréal","keywords":"Psychology; Applied psychology; Scale (ratio); Activities of daily living; Gesture; Exploratory research; Situational ethics; Independent living; Training (meteorology); Augmentative and alternative communication; Social psychology; Medicine; Gerontology; Computer science","authors":[{"name":"Alexandra Tessier","is_ca":true},{"name":"Claire Croteau","is_ca":true},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Emma Power","is_ca":false},{"name":"Mélanie Weiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3314557589087429,"gpt":0.4391951516134917,"spread":0.1077393927047488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586056,0.0003882991,0.0003984966,0.0003489524,0.000655962,0.0004447406,0.0005640556,0.0008143201,0.00375843],"category_scores_gemma":[0.005822377,0.0001436545,0.000710875,0.0002053542,0.000255348,0.0004697151,0.001058766,0.0006665543,0.00021012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006050717,"about_ca_system_score_gemma":0.001099098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887078,"about_ca_topic_score_gemma":0.005858453,"domain_scores_codex":[0.9990842,0.0004332053,0.00006056654,0.0001001061,0.0001133607,0.0002084465],"domain_scores_gemma":[0.9977893,0.0009833776,0.0002054453,0.0001073786,0.0002269151,0.000687645],"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":[0.0284443,0.1452775,0.06098035,0.004675601,0.0006821867,0.001491841,0.02863188,0.00157919,0.0197876,0.0003234306,0.00169837,0.7064278],"study_design_scores_gemma":[0.00686054,0.3411177,0.5942962,0.0009634449,0.001394983,0.0004491158,0.02672723,0.00186609,0.009987063,0.0004176607,0.01575901,0.000160845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988513,0.00008145624,0.000106627,0.00007839781,0.00002217133,0.0003177116,0.00002950009,0.00000801036,0.000504855],"genre_scores_gemma":[0.995607,0.0002859866,0.001672123,0.00008754207,0.0000331714,0.001223448,0.00007173603,0.000003643317,0.001015492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00375843,"threshold_uncertainty_score":0.01257318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107865511","doi":"10.1080/02687040042000089","title":"Relevance is in the eye and ear of the beholder: An example from populations with a neurological impairment","year":2001,"lang":"en","type":"article","venue":"Aphasiology","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Conversation; Relevance (law); Psychology; Context (archaeology); Argument (complex analysis); Interpretation (philosophy); Cognitive psychology; Dementia; Developmental psychology; Social psychology; Linguistics; Communication; Disease; Medicine","authors":[{"name":"Linda Garcia","is_ca":true},{"name":"Lynn Metthé","is_ca":false},{"name":"JoAnne Paradis","is_ca":true},{"name":"Yves Joanette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1272904011086784,"gpt":0.3062086617827081,"spread":0.1789182606740297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00179597,0.0006346509,0.0007525284,0.002144875,0.008447931,0.002144309,0.0006674646,0.002626751,0.001751647],"category_scores_gemma":[0.00939054,0.0003054488,0.0003888625,0.00152758,0.00370117,0.001826113,0.00395748,0.001947369,0.0004078677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239611,"about_ca_system_score_gemma":0.001162728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191673,"about_ca_topic_score_gemma":0.03203333,"domain_scores_codex":[0.9982314,0.0009967068,0.00009157908,0.0001297244,0.0002314662,0.0003192107],"domain_scores_gemma":[0.9975326,0.001547783,0.0002628436,0.0001394072,0.0002667657,0.0002506452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001306784,0.0001198405,0.02553326,0.0001298331,0.00001551206,0.02071954,0.9393537,0.00002813318,0.00156609,0.001131618,0.0008888622,0.01038291],"study_design_scores_gemma":[0.00002482751,0.0001865997,0.03542012,0.00009186079,0.00002974458,0.04389292,0.9097235,0.0001371364,0.0005499682,0.002108517,0.007790978,0.00004380923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949862,0.0003611459,0.0002776851,0.0009935007,0.00001592677,0.00002990654,0.00002673906,0.000004543301,0.003304355],"genre_scores_gemma":[0.9971563,0.0005338504,0.0003226481,0.0005118906,0.0000363427,0.00002674055,0.00002897642,0.000008485855,0.001374747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02191673,"threshold_uncertainty_score":0.04357833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3027973683","doi":"10.1080/02687038.2020.1763908","title":"Naming gains and within-intervention progression following semantic feature analysis (SFA) and phonological components analysis (PCA) in adults with chronic post-stroke aphasia","year":2020,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Centre for Research on Brain Language and Music; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Aphasia; Psychology; Generalization; Context (archaeology); Semantic feature; Cognitive psychology; Stroke (engine); Psychological intervention; Intervention (counseling); Natural language processing; Computer science; Psychiatry","authors":[{"name":"Katherine Haentjens","is_ca":true},{"name":"Noémie Auclair‐Ouellet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02043377522701798,"gpt":0.2930360688113465,"spread":0.2726022935843285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009065908,0.0003429846,0.0006560648,0.0004754623,0.0005183279,0.0003601802,0.0003257596,0.0005873014,0.001474047],"category_scores_gemma":[0.002019775,0.0001451687,0.0003699286,0.0002411512,0.0004182015,0.000527156,0.0005701524,0.0005361075,0.0002231554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004878381,"about_ca_system_score_gemma":0.0004145634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863693,"about_ca_topic_score_gemma":0.005518834,"domain_scores_codex":[0.9996749,0.00007186776,0.00004638463,0.00006985006,0.00006630069,0.00007072833],"domain_scores_gemma":[0.9994468,0.0001664878,0.0001356036,0.00005309378,0.00009053158,0.0001075024],"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":[0.04125242,0.09341532,0.1275208,0.001083009,0.0004218892,0.002770417,0.03205688,0.0009462509,0.06231361,0.0002333064,0.00145238,0.6365337],"study_design_scores_gemma":[0.003393879,0.1643078,0.8124015,0.00006066041,0.0003516554,0.001370436,0.003095508,0.001057214,0.01211881,0.0003738736,0.001405615,0.00006309021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999594,0.00005363335,0.00004040843,0.000009243686,0.000002650362,0.00005009247,0.00001218379,0.000007934265,0.0002298569],"genre_scores_gemma":[0.9991745,0.00006264252,0.0002567528,0.000012409,0.000004327968,0.0001190993,0.00005113606,0.000001400882,0.0003176508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863693,"threshold_uncertainty_score":0.005694091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196210012","doi":"10.1080/02687038.2021.1959016","title":"Effect of an intensive comprehensive aphasia program on language and communication in chronic aphasia","year":2021,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; McGill University; Centre for Research on Brain Language and Music","funders":"Fonds de Recherche du Québec - Santé","keywords":"Aphasia; Psychological intervention; Psychology; Word list; Audiology; Physical therapy; Medicine; Cognitive psychology; Computer science; Psychiatry; Artificial intelligence","authors":[{"name":"Noémie Auclair‐Ouellet","is_ca":true},{"name":"Lauren Tittley","is_ca":true},{"name":"Kelly Root","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02196686186667485,"gpt":0.3576309920667785,"spread":0.3356641302001037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008250072,0.000342665,0.0007793137,0.0005653748,0.0005551642,0.0003195672,0.0003688742,0.0004286855,0.002731725],"category_scores_gemma":[0.002820484,0.0001389796,0.0005808079,0.0003132363,0.0002322455,0.0003676027,0.0007260069,0.0005797297,0.0001155489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004724149,"about_ca_system_score_gemma":0.0008369547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345325,"about_ca_topic_score_gemma":0.004834287,"domain_scores_codex":[0.9994149,0.0002128016,0.00006891113,0.00007358281,0.000115154,0.0001146204],"domain_scores_gemma":[0.9980611,0.0006306135,0.0002901634,0.0001028595,0.0001284165,0.0007867944],"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":[0.08474506,0.193684,0.02913191,0.001516074,0.001034166,0.0003874866,0.001214785,0.001429665,0.01659204,0.000186837,0.001178001,0.6689],"study_design_scores_gemma":[0.0253193,0.348666,0.6181763,0.0003823354,0.0009461475,0.0002565152,0.0005287612,0.001758747,0.00222941,0.000236116,0.001442419,0.00005791631],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986624,0.0002043205,0.00005879455,0.00004508592,0.000009940589,0.0002623512,0.00002090832,0.00001526109,0.0007210267],"genre_scores_gemma":[0.9967159,0.0003948142,0.001166927,0.00008269938,0.00005744645,0.0007928249,0.0001104465,0.000004120624,0.0006748687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002731725,"threshold_uncertainty_score":0.009138465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3152351611","doi":"10.1080/02687038.2021.1881349","title":"Repeated attempts, phonetic errors, and syllabifications in a case study:Evidence of impaired transfer from phonology to articulatory planning","year":2021,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Syllabic verse; Aphasia; Repetition (rhetorical device); Psychology; Phonology; Speech recognition; Lexical access; Cognitive psychology; Reading (process); Variety (cybernetics); Computer science; Linguistics; Artificial intelligence; Cognition","authors":[{"name":"Dinesh Ramoo","is_ca":true},{"name":"Andrew Olson","is_ca":false},{"name":"Cristina Romani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09247912599872737,"gpt":0.3513682756142418,"spread":0.2588891496155145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007403458,0.002113561,0.0008871927,0.004077735,0.003880038,0.001676491,0.001840651,0.004297445,0.002722137],"category_scores_gemma":[0.006412119,0.001495087,0.001283516,0.002045658,0.003505873,0.001559517,0.002122928,0.002831964,0.0007677696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166525,"about_ca_system_score_gemma":0.001464316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525048,"about_ca_topic_score_gemma":0.01634795,"domain_scores_codex":[0.9985839,0.0002157157,0.0002359142,0.0003595287,0.0002630012,0.0003419062],"domain_scores_gemma":[0.9953077,0.001759102,0.001238537,0.0004544839,0.000278924,0.0009611088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007958305,0.0002798541,0.03585329,0.00005246846,0.00002188154,0.9531297,0.007185528,0.00006216023,0.001202206,0.0001641042,0.0001665928,0.001802669],"study_design_scores_gemma":[0.000006570621,0.0001057526,0.01118812,0.00001167834,0.00001642791,0.9868212,0.001036445,0.0000980965,0.0004310099,0.0000642427,0.0002011092,0.00001943397],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966854,0.000396234,0.0004807226,0.0002408228,0.0000249577,0.00006341077,0.00005858473,0.00002955669,0.002020343],"genre_scores_gemma":[0.9981045,0.0003101736,0.0005705592,0.000145515,0.00005919627,0.00002344085,0.00004211052,0.00002255074,0.0007219784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525048,"threshold_uncertainty_score":0.03032339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766042180","doi":"10.1080/02687038.2017.1390206","title":"Speech and language production in Alzheimer’s disease","year":2017,"lang":"en","type":"article","venue":"Aphasiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Production (economics); Language production; Speech production; Psychology; Linguistics; Word (group theory); Cognition; Neuroscience; Philosophy","authors":[{"name":"Elizabeth Rochon","is_ca":true},{"name":"Carol Léonard","is_ca":true},{"name":"Mira Goral","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675689612881539,"gpt":0.3753516574010963,"spread":0.3385947612722809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065309,0.0004903002,0.0007229005,0.002173988,0.0003816734,0.002326796,0.0003370029,0.001134128,0.006729227],"category_scores_gemma":[0.002482933,0.0002263515,0.0003235629,0.00102251,0.0006900267,0.001681247,0.0007256247,0.001082336,0.001703297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512109,"about_ca_system_score_gemma":0.0003958966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004674791,"about_ca_topic_score_gemma":0.0006125071,"domain_scores_codex":[0.999541,0.0001345391,0.00008142686,0.00008617279,0.0001144,0.00004251992],"domain_scores_gemma":[0.9976935,0.001675072,0.000154364,0.00005391923,0.0003099522,0.0001131849],"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":[0.001482971,0.0005703778,0.02413611,0.005426987,0.0003539181,0.003475107,0.007184045,0.0004172303,0.02496514,0.006855325,0.2551803,0.6699525],"study_design_scores_gemma":[0.0001598082,0.00185068,0.3308615,0.004000151,0.0003428425,0.01671897,0.006429166,0.001001255,0.009319101,0.02245243,0.6067093,0.000154822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1242091,0.7114583,0.003133772,0.02523617,0.07901046,0.00006641874,0.001010676,0.0001727885,0.05570232],"genre_scores_gemma":[0.3373381,0.4604815,0.00240956,0.007480228,0.1324113,0.0001706143,0.001706637,0.0004486454,0.05755331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006729227,"threshold_uncertainty_score":0.02251148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205076335","doi":"10.1080/02687038.2021.1897081","title":"Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke","year":2021,"lang":"en","type":"article","venue":"Aphasiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Qatar National Library; Tavistock Trust for Aphasia; Health Services and Delivery Research Programme; Medical Research Council; National Institute for Health and Care Research","keywords":"Aphasia; Database; Population; Data collection; Stroke (engine); Computer science; Medicine; Statistics; Psychiatry","authors":[{"name":"Louise R. Williams","is_ca":false},{"name":"Myzoon Ali","is_ca":false},{"name":"Kathryn VandenBerg","is_ca":false},{"name":"Linda Williams","is_ca":false},{"name":"Masahiro Abo","is_ca":false},{"name":"Frank Becker","is_ca":false},{"name":"Audrey Bowen","is_ca":false},{"name":"Caitlin Brandenburg","is_ca":false},{"name":"Caterina Breitenstein","is_ca":false},{"name":"Stefanie Bruehl","is_ca":false},{"name":"David A. Copland","is_ca":false},{"name":"Tamara Cranfill","is_ca":false},{"name":"Marie di Pietro-Bachmann","is_ca":false},{"name":"Pam Enderby","is_ca":false},{"name":"Joanne Fillingham","is_ca":false},{"name":"Federica Galli","is_ca":false},{"name":"Marialuisa Gandolfi","is_ca":false},{"name":"Bertrand Glize","is_ca":false},{"name":"Erin Godecke","is_ca":false},{"name":"Neil Hawkins","is_ca":false},{"name":"Katerina Hilari","is_ca":false},{"name":"Jacqueline Hinckley","is_ca":false},{"name":"Simon Horton","is_ca":false},{"name":"David Howard","is_ca":false},{"name":"Petra Jaecks","is_ca":false},{"name":"Elizabeth Jefferies","is_ca":false},{"name":"Luís M. T. Jesus","is_ca":false},{"name":"Maria Kambanaros","is_ca":false},{"name":"Eun Kyoung Kang","is_ca":false},{"name":"Eman M. Khedr","is_ca":false},{"name":"Anthony Pak‐Hin Kong","is_ca":false},{"name":"Tarja Kukkonen","is_ca":false},{"name":"Marina Laganaro","is_ca":false},{"name":"Matthew A. Lambon Ralph","is_ca":false},{"name":"Ann Charlotte Laska","is_ca":false},{"name":"Béatrice Leemann","is_ca":false},{"name":"Alexander Leff","is_ca":false},{"name":"Roxele Ribeiro Lima","is_ca":false},{"name":"Antje Lorenz","is_ca":false},{"name":"Brian MacWhinney","is_ca":false},{"name":"Rebecca Shisler Marshall","is_ca":false},{"name":"Flavia Mattioli","is_ca":false},{"name":"İlknur Maviş","is_ca":false},{"name":"Marcus Meinzer","is_ca":false},{"name":"Reza Nilipour","is_ca":false},{"name":"Enrique Noé","is_ca":false},{"name":"Nam‐Jong Paik","is_ca":false},{"name":"Rebecca Palmer","is_ca":false},{"name":"Ilias Papathanasiou","is_ca":false},{"name":"Brígida Patrício","is_ca":false},{"name":"Isabel Pavão Martins","is_ca":false},{"name":"Cathy J. Price","is_ca":false},{"name":"Tatjana Prizl Jakovac","is_ca":false},{"name":"Elizabeth Rochon","is_ca":true},{"name":"Miranda L. Rose","is_ca":false},{"name":"Charlotte Rosso","is_ca":false},{"name":"Ilona Rubi‐Fessen","is_ca":false},{"name":"Marina B. Ruiter","is_ca":false},{"name":"Claerwen Snell","is_ca":false},{"name":"Benjamin Stahl","is_ca":false},{"name":"Jerzy P. Szaflarski","is_ca":false},{"name":"Shirley Thomas","is_ca":false},{"name":"Mieke van de Sandt‐Koenderman","is_ca":false},{"name":"Ineke van der Meulen","is_ca":false},{"name":"Evy Visch‐Brink","is_ca":false},{"name":"Linda Worrall","is_ca":false},{"name":"Heather Harris Wright","is_ca":false},{"name":"Marian Brady","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3719326682825525,"gpt":0.4085092125462101,"spread":0.03657654426365758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1652205,0.002019846,0.01066978,0.03278333,0.001502498,0.01032187,0.00614913,0.00395536,0.01900833],"category_scores_gemma":[0.4593036,0.002683476,0.01129606,0.03382397,0.001263157,0.00493185,0.01004931,0.003049119,0.002890705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004436439,"about_ca_system_score_gemma":0.02720998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533652,"about_ca_topic_score_gemma":0.01214398,"domain_scores_codex":[0.7814027,0.1041458,0.08657312,0.01287092,0.01352417,0.001483383],"domain_scores_gemma":[0.409434,0.4162941,0.06065751,0.07479505,0.03601798,0.002801281],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002801354,0.000109661,0.01366779,0.6884156,0.06341249,0.0006915374,0.003434677,0.003432283,0.002030385,0.01749395,0.1091371,0.09537323],"study_design_scores_gemma":[0.007975215,0.0008282617,0.03203581,0.3037843,0.121513,0.00081311,0.002023445,0.0053399,0.003738019,0.03385377,0.4871272,0.0009679086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.01505658,0.06900953,0.1170745,0.01127948,0.002010306,0.0602722,0.7115084,0.005791457,0.007997521],"genre_scores_gemma":[0.08413099,0.02480911,0.3783979,0.004054172,0.0005161422,0.2991946,0.2053393,0.001442664,0.002115109],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8347795,"threshold_uncertainty_score":0.87378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400230419","doi":"10.1080/02687038.2024.2373430","title":"<i>“I used to be a storyteller”</i> : the perspectives of people with primary progressive aphasia on the communication needs for themselves and their family members","year":2024,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Primary progressive aphasia; Psychology; Aphasia; Family member; Cognitive psychology; Developmental psychology; Medicine; History; Dementia; Genealogy","authors":[{"name":"K E Davies","is_ca":true},{"name":"Tami Howe","is_ca":true},{"name":"Jeff Small","is_ca":true},{"name":"Ging‐Yuek Robin Hsiung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03730643165242686,"gpt":0.2846791607184849,"spread":0.247372729066058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0110685,0.0008152045,0.0006756017,0.00174748,0.01242817,0.006952182,0.001770759,0.004122607,0.002977179],"category_scores_gemma":[0.02076438,0.0006777075,0.0008854273,0.001179262,0.01397046,0.01007321,0.007583296,0.007657399,0.0006681157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005061503,"about_ca_system_score_gemma":0.004545963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240793,"about_ca_topic_score_gemma":0.01376095,"domain_scores_codex":[0.9903163,0.007636168,0.0003120437,0.0003572515,0.0005463564,0.0008318896],"domain_scores_gemma":[0.9854884,0.00920425,0.00133959,0.0003467856,0.00126445,0.002356557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009202168,0.000008230555,0.0008750343,0.00008850505,0.000004060298,0.000487809,0.9939197,0.000008165096,0.0001158948,0.0005977328,0.00219099,0.001694668],"study_design_scores_gemma":[0.000002222885,0.000022053,0.0009058749,0.0001686413,0.000004068993,0.0009436134,0.9857724,0.00001814745,0.00006075918,0.0003392005,0.01174935,0.0000135281],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730623,0.008612243,0.002687335,0.08722872,0.001784095,0.0002971956,0.0004044251,0.00009573982,0.02582799],"genre_scores_gemma":[0.9760081,0.003816485,0.001496759,0.01346327,0.0002699183,0.0003201354,0.0001145325,0.00005987044,0.004450963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01242817,"threshold_uncertainty_score":0.05853659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187106493","doi":"10.1080/02687038.2021.1959015","title":"Behavioural and neurophysiological responses to written naming treatment and high definition tDCS: a case study in advanced primary progressive aphasia","year":2021,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Heart and Stroke Foundation; Baycrest Hospital","funders":"Canada Research Chairs","keywords":"Transcranial direct-current stimulation; Psychology; Primary progressive aphasia; Magnetoencephalography; Aphasia; Context (archaeology); Neurophysiology; Supramarginal gyrus; Neuroscience; Audiology; Brain stimulation; Physical medicine and rehabilitation; Electroencephalography; Stimulation; Medicine; Functional magnetic resonance imaging","authors":[{"name":"Priyanka P. Shah‐Basak","is_ca":true},{"name":"Alita Fernandez","is_ca":true},{"name":"Sabrina E.M. Armstrong","is_ca":true},{"name":"Benazir Hodzic-Santor","is_ca":true},{"name":"Monica Lavoie","is_ca":true},{"name":"Regina Jokel","is_ca":true},{"name":"Jed A. Meltzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07164299836931005,"gpt":0.3316066829987093,"spread":0.2599636846293993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002362227,0.0008361987,0.0006064235,0.0006985852,0.001453652,0.0005850877,0.0008015346,0.002662442,0.000796531],"category_scores_gemma":[0.00152413,0.0003151607,0.0007548663,0.000506889,0.0012495,0.0003311672,0.0004631906,0.001406435,0.0002666052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191207,"about_ca_system_score_gemma":0.0005451691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004703488,"about_ca_topic_score_gemma":0.007079915,"domain_scores_codex":[0.9997199,0.00004296109,0.00003184678,0.00007608079,0.00006010919,0.00006911872],"domain_scores_gemma":[0.9994186,0.0002123262,0.0001174395,0.00004771386,0.00004344736,0.0001604005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001045329,0.0002263298,0.008445576,0.00005501399,0.00002509311,0.982766,0.001152743,0.0001014242,0.003981318,0.00009871196,0.0001003265,0.002942835],"study_design_scores_gemma":[0.0000263697,0.000480325,0.02037153,0.00001140767,0.00002658684,0.9768808,0.0003340476,0.0003339187,0.001055509,0.00008840855,0.0003757172,0.00001542713],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996146,0.0005213558,0.0006766773,0.0003266442,0.00002484178,0.00006818111,0.00003032214,0.00002292995,0.00218304],"genre_scores_gemma":[0.9985917,0.0002451217,0.0003979534,0.0001771916,0.00004811753,0.00001672986,0.00001800386,0.00000492,0.0005003749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004703488,"threshold_uncertainty_score":0.009352207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112480519","doi":"10.1080/02687038.2020.1843593","title":"Language and memory: an investigation of the relationship between autobiographical memory recall and narrative production of semantic and episodic information","year":2020,"lang":"en","type":"article","venue":"Aphasiology","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Ottawa; Baycrest Hospital; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Autobiographical memory; Recall; Narrative; Psychology; Semantic memory; Cognitive psychology; Episodic memory; Cognitive science; Linguistics; Cognition; Philosophy; Neuroscience","authors":[{"name":"Bruna Seixas Lima","is_ca":true},{"name":"Kelly J. Murphy","is_ca":true},{"name":"Angela K. Troyer","is_ca":true},{"name":"Brian Levine","is_ca":true},{"name":"Naida L. Graham","is_ca":true},{"name":"Carol Léonard","is_ca":true},{"name":"David F. Tang‐Wai","is_ca":true},{"name":"Sandra E. Black","is_ca":true},{"name":"Elizabeth Rochon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05749163868826886,"gpt":0.2852901223743716,"spread":0.2277984836861027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000990381,0.0002808191,0.0001901686,0.0008758946,0.0002226831,0.000654769,0.0002930061,0.0003919392,0.001295937],"category_scores_gemma":[0.004213171,0.0001321533,0.0002623816,0.0004710129,0.0007309744,0.0007882456,0.000542545,0.0003371868,0.0001137188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479895,"about_ca_system_score_gemma":0.0003726743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007974758,"about_ca_topic_score_gemma":0.0007590833,"domain_scores_codex":[0.9996547,0.0001529428,0.00003126633,0.00006815737,0.00006246038,0.0000305706],"domain_scores_gemma":[0.9978073,0.001008318,0.0007739729,0.0001206058,0.0001696867,0.0001199804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001991387,0.002159969,0.7750687,0.001359881,0.0004812797,0.003213814,0.01985526,0.0005067717,0.06093534,0.001694904,0.0003511862,0.1323815],"study_design_scores_gemma":[0.00003102134,0.002120995,0.9801866,0.00007833127,0.0001136819,0.005009448,0.003753565,0.000667727,0.005403922,0.001300272,0.00131458,0.00001981228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976637,0.001013238,0.0003005429,0.00005562332,0.000003832968,0.000009541372,0.0000256761,0.000002395026,0.0009253633],"genre_scores_gemma":[0.9987318,0.0003966144,0.0004423094,0.00003153026,0.000008465771,0.00001626685,0.00004076834,0.000001620426,0.0003307349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295937,"threshold_uncertainty_score":0.005237699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626898539","doi":"10.1080/02687038.2017.1338662","title":"Boston Naming Test norms for the Dominican population","year":2017,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Psychology; Test (biology); Population; Social psychology; Cognitive psychology; Demography; Sociology","authors":[{"name":"Gretel Silvestre","is_ca":false},{"name":"Rosa M. Iglesias","is_ca":false},{"name":"Emmanuel Silvestre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06437657391125842,"gpt":0.363916080328525,"spread":0.2995395064172666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002823653,0.0005988545,0.0003065238,0.004438465,0.0007385281,0.0007236231,0.001001186,0.000397504,0.004844639],"category_scores_gemma":[0.009385911,0.0001216263,0.0002969237,0.001721688,0.0005176619,0.0006948006,0.0005930968,0.0004459316,0.001032011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173392,"about_ca_system_score_gemma":0.001604859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0302225,"about_ca_topic_score_gemma":0.05668575,"domain_scores_codex":[0.9988404,0.000269612,0.000311644,0.0001566674,0.0003332781,0.00008842813],"domain_scores_gemma":[0.9966571,0.000558003,0.0007902083,0.0003185533,0.001503049,0.0001730623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004611749,0.0002796903,0.7918924,0.0003640693,0.00009022002,0.0009707701,0.006017273,0.001369234,0.008006533,0.004557762,0.03051188,0.1554789],"study_design_scores_gemma":[0.00005773956,0.0002290547,0.9563634,0.0001493695,0.00003706181,0.001982594,0.003044663,0.0007243722,0.001371392,0.001297579,0.03471078,0.00003180851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026797,0.002256387,0.01621399,0.0009228587,0.0003039251,0.002065015,0.0209297,0.0007475591,0.05388088],"genre_scores_gemma":[0.9143225,0.001335745,0.03761953,0.0003641068,0.00008183896,0.004651228,0.0277891,0.0001906453,0.01364525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0302225,"threshold_uncertainty_score":0.06009316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400240821","doi":"10.1080/02687038.2024.2373431","title":"Aphasia and acute care: a qualitative study of family perspectives","year":2024,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Aphasia; Psychology; Qualitative research; Psychotherapist; Psychiatry; Nursing; Cognitive psychology; Medicine; Sociology; Social science","authors":[{"name":"Nina Simmons‐Mackie","is_ca":false},{"name":"Aura Kagan","is_ca":false},{"name":"Guylaine Le Dorze","is_ca":true},{"name":"Elyse Shumway","is_ca":false},{"name":"Melodie T. Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03806814838699756,"gpt":0.3952507005072884,"spread":0.3571825521202908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01461473,0.0008712328,0.001152578,0.001989357,0.01714751,0.005107522,0.002315111,0.002344582,0.004622016],"category_scores_gemma":[0.02366053,0.0008175701,0.0006971127,0.002282465,0.01298367,0.006831764,0.006786858,0.004214475,0.0004223561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018196,"about_ca_system_score_gemma":0.008252781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0250326,"about_ca_topic_score_gemma":0.02780708,"domain_scores_codex":[0.9846608,0.0118983,0.0004277713,0.0006312989,0.0006197404,0.001762141],"domain_scores_gemma":[0.9706573,0.02242284,0.001826507,0.0004658477,0.002040293,0.002587174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001782572,0.00001474789,0.0008547039,0.00006865191,0.000002795632,0.000653162,0.9965066,0.00001594098,0.0001807794,0.0003545159,0.0001982858,0.001132044],"study_design_scores_gemma":[0.000002371295,0.00001923788,0.0004640452,0.0001156508,0.000002068864,0.0002230951,0.9954042,0.00002208728,0.0000698951,0.0001262104,0.003544812,0.00000628068],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807751,0.002543157,0.002378976,0.005906952,0.0001595362,0.0002630267,0.0002490031,0.00002799826,0.007696171],"genre_scores_gemma":[0.9937654,0.001722158,0.000597455,0.001098687,0.00003525824,0.0002294239,0.00005843437,0.00002741027,0.002465754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0250326,"threshold_uncertainty_score":0.07729101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401685320","doi":"10.1080/02687038.2024.2392900","title":"Aphasia and acute care: a qualitative study of healthcare provider perspectives","year":2024,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Aphasia; Health care; Psychology; Qualitative research; Medicine; Nursing; Acute care; Psychiatry; Sociology","authors":[{"name":"Nina Simmons‐Mackie","is_ca":false},{"name":"Aura Kagan","is_ca":false},{"name":"Melodie T. Chan","is_ca":false},{"name":"Elyse Shumway","is_ca":false},{"name":"Guylaine Le Dorze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03448267519262614,"gpt":0.4037213108759439,"spread":0.3692386356833178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0195778,0.0005670232,0.001062102,0.00184336,0.01231368,0.005858933,0.001787804,0.0021041,0.003775693],"category_scores_gemma":[0.03322902,0.001009908,0.0005451818,0.003060004,0.008486299,0.005137797,0.0064816,0.004226359,0.0003364288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01135738,"about_ca_system_score_gemma":0.01391956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03591029,"about_ca_topic_score_gemma":0.04616439,"domain_scores_codex":[0.9770482,0.01732639,0.0008026288,0.0007563168,0.001033691,0.003032839],"domain_scores_gemma":[0.9519127,0.0363648,0.002988198,0.0006778936,0.003912411,0.004143928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002226965,0.00002816629,0.001577031,0.0001351776,0.000003668492,0.0003647312,0.9951026,0.0000143238,0.0002163309,0.0004875187,0.0003568724,0.001691254],"study_design_scores_gemma":[0.000003102864,0.0000194175,0.0006155547,0.0001375935,0.000002070291,0.00008229035,0.9953252,0.00002438137,0.0000558102,0.00007929151,0.003650195,0.000004973773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758464,0.002762265,0.002657085,0.009705856,0.0002301974,0.0005066234,0.0003588057,0.00002327318,0.007909505],"genre_scores_gemma":[0.9901927,0.002601904,0.001270234,0.002913411,0.00005997859,0.0005702472,0.00009790503,0.00003415763,0.002259656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03591029,"threshold_uncertainty_score":0.1035386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}