{"meta":{"query_hash":"747408291cf5","filters":{"venue":"Speech Language and Hearing"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/747408291cf5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Speech+Language+and+Hearing"},"results":[{"id":"W2137446744","doi":"10.1179/2050572814y.0000000046","title":"The assessment of fidelity in a motor speech-treatment approach","year":2014,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fidelity; Reliability (semiconductor); Documentation; Metric (unit); Inter-rater reliability; Set (abstract data type); Intervention (counseling); Psychology; Computer science; Medical physics; Applied psychology; Medicine; Developmental psychology; Nursing; Rating scale","score_opus":0.019378633746324633,"score_gpt":0.31925296474081144,"score_spread":0.2998743309944868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137446744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75592375,0.0011138427,0.1947804,0.0018631131,0.00017991518,0.006137085,0.0006477975,0.0003679104,0.038986146],"genre_scores_gemma":[0.90142035,0.00031356676,0.09387842,0.00026052783,0.00004031031,0.0029084606,0.00022451766,0.00003421079,0.00091962086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.90358377,0.055455364,0.00884379,0.002792652,0.028184084,0.0011403238],"domain_scores_gemma":[0.83482265,0.10998939,0.025753219,0.009830546,0.017533666,0.0020704602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.060403373,0.00045003535,0.0006047676,0.0023424358,0.0012620643,0.0022417041,0.0010605574,0.001271181,0.0017522092],"category_scores_gemma":[0.18818724,0.00032740913,0.0010362308,0.0010015472,0.0027462598,0.0022483552,0.0050381375,0.0014530814,0.00026895554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001009985,0.0018033497,0.25786227,0.0028621014,0.0007383928,0.00027790933,0.031515468,0.007260936,0.008016081,0.0092706755,0.0027685347,0.67661434],"study_design_scores_gemma":[0.00025895756,0.0075620133,0.8900294,0.003202411,0.00046461157,0.0026208244,0.016432866,0.024768127,0.014997516,0.0135026835,0.025738228,0.000422356],"about_ca_topic_score_codex":0.0014798781,"about_ca_topic_score_gemma":0.0029822902,"teacher_disagreement_score":0.060403373,"about_ca_system_score_codex":0.00287236,"about_ca_system_score_gemma":0.0040737325,"threshold_uncertainty_score":0.3194474},"labels":[],"label_agreement":null},{"id":"W3005869496","doi":"10.1080/2050571x.2019.1711307","title":"Using implementation science to engage stakeholders and improve outcome measurement in a preschool speech-language service system","year":2020,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Family and Disability Support Research","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Focus group; Context (archaeology); Perception; Service (business); Medical education; Variety (cybernetics); Computer science; Psychology; Reliability (semiconductor); Outcome (game theory); Knowledge management; Applied psychology; Medicine; Business","score_opus":0.2964801017272629,"score_gpt":0.44260562215309235,"score_spread":0.14612552042582944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005869496","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08756776,0.012677097,0.7074565,0.06740299,0.0011402793,0.022576258,0.0006759057,0.0011051303,0.099398114],"genre_scores_gemma":[0.2964454,0.005616938,0.6725071,0.0053058825,0.0002013157,0.017598227,0.00025197893,0.00020386676,0.001869277],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.696281,0.2688684,0.008670191,0.0049402723,0.016916823,0.0043233475],"domain_scores_gemma":[0.6356764,0.30716664,0.011402489,0.018298274,0.023876404,0.0035798624],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2767119,0.0017012026,0.0014748998,0.0067713126,0.0060799825,0.013278767,0.0043808245,0.0032303159,0.004189976],"category_scores_gemma":[0.25324807,0.0012956058,0.0022547087,0.0070317206,0.0127458535,0.009950699,0.0096975025,0.0054941783,0.0005273188],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019685808,0.002782286,0.03998807,0.013901793,0.0008884151,0.0003200566,0.064892784,0.006642969,0.0018111434,0.18857162,0.009810156,0.67019385],"study_design_scores_gemma":[0.0014113138,0.008410198,0.08208124,0.04785445,0.0017302368,0.000653884,0.1647229,0.029050278,0.012486084,0.37503618,0.2759581,0.0006050848],"about_ca_topic_score_codex":0.027719341,"about_ca_topic_score_gemma":0.03224673,"teacher_disagreement_score":0.2767119,"about_ca_system_score_codex":0.026135417,"about_ca_system_score_gemma":0.08195976,"threshold_uncertainty_score":0.891943},"labels":[],"label_agreement":null},{"id":"W3163498938","doi":"10.1080/2050571x.2021.1923302","title":"Audiovisual speech perception in children: a scoping review","year":2021,"lang":"en","type":"review","venue":"Speech Language and Hearing","topic":"Multisensory perception and integration","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Agence Nationale pour le Développement de la Recherche en Santé","keywords":"Terminology; Perception; Speech perception; Psychology; Autism; Computer science; Developmental psychology; Linguistics","score_opus":0.09260823072953643,"score_gpt":0.4597104398102801,"score_spread":0.36710220908074365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163498938","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022720573,0.99840254,0.00017120875,0.00020929656,0.00014434682,0.0001826508,0.00015941952,0.000005755746,0.0004974957],"genre_scores_gemma":[0.0015404952,0.9971226,0.00050867285,0.00018137979,0.000045646884,0.0003155916,0.00015154995,0.0000031601837,0.00013083423],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99427986,0.0015116393,0.0024079808,0.00043317763,0.0011414072,0.0002258394],"domain_scores_gemma":[0.9803506,0.015016759,0.0020718095,0.0003238915,0.002063144,0.00017377714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009572053,0.0019100041,0.0047717313,0.020338604,0.0011387921,0.0037961593,0.001836908,0.0026020354,0.0053644995],"category_scores_gemma":[0.033532575,0.0012476892,0.004269738,0.018340856,0.0009393723,0.0031342427,0.0024404817,0.0016827696,0.00079836964],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009615001,0.000028393602,0.00040565923,0.76926553,0.0010947854,0.00020049172,0.00072612107,0.00018527002,0.00033218463,0.0014185185,0.0058847847,0.22036222],"study_design_scores_gemma":[0.000019416346,0.000054811757,0.001026503,0.92782915,0.003472424,0.00032973575,0.00046836302,0.000038865797,0.00015485132,0.0005297021,0.06605634,0.000019866064],"about_ca_topic_score_codex":0.009115506,"about_ca_topic_score_gemma":0.018444097,"teacher_disagreement_score":0.020338604,"about_ca_system_score_codex":0.0036798196,"about_ca_system_score_gemma":0.014722927,"threshold_uncertainty_score":0.050622463},"labels":[],"label_agreement":null},{"id":"W3167482072","doi":"10.1080/2050571x.2021.1917216","title":"Understanding the impact of group therapy on health-related quality of life of people with Aphasia: a scoping review","year":2021,"lang":"en","type":"review","venue":"Speech Language and Hearing","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Aphasia; Quality of life (healthcare); Randomized controlled trial; Speech-Language Pathology; Medicine; Clinical psychology; Intervention (counseling); MEDLINE; Psychology; Physical therapy; Psychotherapist; Psychiatry","score_opus":0.28006634102737993,"score_gpt":0.44538108870289783,"score_spread":0.1653147476755179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167482072","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008755681,0.9977323,0.00012363083,0.0004306942,0.00013491439,0.00024880428,0.00006835179,0.0000038202174,0.00038193088],"genre_scores_gemma":[0.007964212,0.9903701,0.00047526625,0.000383223,0.00008187841,0.0005744542,0.000084035564,0.0000037683792,0.00006306585],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.989248,0.004447331,0.0035021862,0.00064958946,0.00180345,0.0003495014],"domain_scores_gemma":[0.9306595,0.05761486,0.0056252484,0.0005884509,0.0050258334,0.00048607684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019604487,0.0014490666,0.0067700394,0.0163153,0.0012868752,0.0059449147,0.0021392656,0.003553532,0.0033604186],"category_scores_gemma":[0.08042907,0.001153364,0.006808828,0.012916441,0.0013937107,0.004527342,0.0027249334,0.0026637437,0.00037217315],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014506439,0.00007437177,0.0012522164,0.8148411,0.0042433464,0.0001229884,0.0015692591,0.00020553726,0.0001672559,0.0009372914,0.0022511852,0.17419045],"study_design_scores_gemma":[0.000032883163,0.0001145274,0.0019988418,0.97458524,0.008480701,0.00016543662,0.0007852744,0.00008124176,0.00008964651,0.00037020986,0.013272722,0.000023398963],"about_ca_topic_score_codex":0.01129146,"about_ca_topic_score_gemma":0.022595208,"teacher_disagreement_score":0.019604487,"about_ca_system_score_codex":0.0057269493,"about_ca_system_score_gemma":0.017003957,"threshold_uncertainty_score":0.10367972},"labels":[],"label_agreement":null},{"id":"W3185687339","doi":"10.1080/2050571x.2021.1947649","title":"Telehealth intervention and childhood apraxia of speech: a scoping review","year":2021,"lang":"en","type":"review","venue":"Speech Language and Hearing","topic":"Language Development and Disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Occupational Cancer Research Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Telehealth; Telerehabilitation; Intervention (counseling); Psychological intervention; Medicine; Randomized controlled trial; Physical therapy; Telemedicine; Nursing","score_opus":0.04877866354318068,"score_gpt":0.4080877243497264,"score_spread":0.35930906080654573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185687339","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042032474,0.9987956,0.00006122516,0.00018428758,0.00007870146,0.00009665113,0.000049080616,0.0000035339892,0.00031056668],"genre_scores_gemma":[0.0039820177,0.9953418,0.00016114011,0.0001825718,0.000055878027,0.00016223815,0.000047746445,0.0000017355125,0.00006503531],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964784,0.0011484831,0.0011985316,0.0002938568,0.0007107101,0.00017000365],"domain_scores_gemma":[0.9627207,0.032385997,0.0027855316,0.00032195184,0.0015760543,0.00020971712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006654303,0.0011292907,0.0048559927,0.008914581,0.00088191073,0.0034328895,0.0019122354,0.0032804047,0.006379489],"category_scores_gemma":[0.03377967,0.00086653855,0.004341568,0.009814557,0.0010225158,0.002149207,0.0015550487,0.0015766241,0.0004973275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019786357,0.000082303355,0.0005835077,0.8411609,0.0021983937,0.00012251941,0.000405143,0.00017156306,0.0001329918,0.0006151438,0.0025343678,0.1517954],"study_design_scores_gemma":[0.000058938578,0.00017679507,0.0019822745,0.96735495,0.009724124,0.00028250372,0.00037211733,0.00008713598,0.00012258928,0.00027571517,0.019545794,0.000016921844],"about_ca_topic_score_codex":0.0077549173,"about_ca_topic_score_gemma":0.012241511,"teacher_disagreement_score":0.008914581,"about_ca_system_score_codex":0.0031801928,"about_ca_system_score_gemma":0.010009941,"threshold_uncertainty_score":0.035191774},"labels":[],"label_agreement":null},{"id":"W3194466122","doi":"","title":"“Doing” implementation science and knowledge translation: how to put research knowledge into practice in CSD","year":2015,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Knowledge translation; Translation (biology); Knowledge management; Computer science; Chemistry","score_opus":0.31883830317715955,"score_gpt":0.5845934002605289,"score_spread":0.2657550970833693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194466122","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011624862,0.003731594,0.53769743,0.37281197,0.0034861218,0.0013267921,0.000118909564,0.0010035186,0.06819887],"genre_scores_gemma":[0.32427576,0.0025439842,0.6386251,0.026035182,0.00084125466,0.002518704,0.00014756828,0.00041151035,0.004600975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.74316907,0.22034922,0.011962913,0.007449437,0.012524011,0.0045453603],"domain_scores_gemma":[0.55302984,0.33638805,0.011595246,0.059831258,0.02893637,0.010219235],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2413216,0.002422213,0.0038231197,0.0081168115,0.013724508,0.034746792,0.009092837,0.018691836,0.014836213],"category_scores_gemma":[0.31904867,0.0023391151,0.0037690608,0.008274196,0.07463965,0.056753017,0.022179408,0.02012931,0.0029674175],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000926042,0.0005377168,0.0031419543,0.002747545,0.0002543355,0.0003271031,0.046141345,0.0021801188,0.0003551219,0.6823676,0.019287972,0.24256663],"study_design_scores_gemma":[0.00010212273,0.0000891065,0.0007545725,0.0034305474,0.00011967433,0.00014221725,0.020356894,0.0027580343,0.00085523684,0.9408006,0.030483948,0.0001069637],"about_ca_topic_score_codex":0.008088567,"about_ca_topic_score_gemma":0.0082700765,"teacher_disagreement_score":0.2413216,"about_ca_system_score_codex":0.013162242,"about_ca_system_score_gemma":0.07991312,"threshold_uncertainty_score":0.93558556},"labels":[],"label_agreement":null},{"id":"W4385423215","doi":"10.1080/2050571x.2023.2241216","title":"Effect of speech rate and complexity on sentence comprehension in Alzheimer’s disease","year":2023,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Comprehension; Sentence; Phrase; Replicate; Psychology; Linguistics; Meaning (existential); Cognitive psychology; Computer science; Speech recognition; Natural language processing; Mathematics","score_opus":0.07431405669241263,"score_gpt":0.34315350253578797,"score_spread":0.2688394458433753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385423215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997688,0.000028259452,0.0000733484,0.0000064851856,0.0000019011576,0.000006349206,0.0000053511994,0.0000018907772,0.000107662985],"genre_scores_gemma":[0.9992299,0.00004666029,0.00055837043,0.000012320914,0.000006718751,0.000022364506,0.000019637513,0.0000033987044,0.00010081497],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99930537,0.00034681224,0.000093728966,0.000090125024,0.00013096242,0.00003305919],"domain_scores_gemma":[0.9933467,0.005027594,0.0009413013,0.00017412323,0.00021330138,0.00029700313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012822609,0.00041030586,0.00032046015,0.00029721795,0.0001589004,0.0004279883,0.00016381609,0.0003741468,0.0013488452],"category_scores_gemma":[0.008436531,0.00018773673,0.0002106863,0.000084795196,0.00035048605,0.0004041348,0.00033988987,0.00031993995,0.000121292855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.054527238,0.0049033673,0.151163,0.0005403461,0.0005256097,0.001096798,0.0069793225,0.0009456797,0.7052165,0.00019498108,0.00023661145,0.07367052],"study_design_scores_gemma":[0.0012701094,0.030362135,0.9138865,0.000038584723,0.00042201293,0.0009975474,0.0010219065,0.0028353878,0.048191495,0.00041184836,0.00048637963,0.00007606312],"about_ca_topic_score_codex":0.00029080114,"about_ca_topic_score_gemma":0.0004957894,"teacher_disagreement_score":0.0013488452,"about_ca_system_score_codex":0.0001429666,"about_ca_system_score_gemma":0.00013156138,"threshold_uncertainty_score":0.0067813396},"labels":[],"label_agreement":null},{"id":"W4400427833","doi":"10.1080/2050571x.2024.2374160","title":"Leveraging natural language processing models to automate speech-intelligibility scoring","year":2024,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Computer science; Intelligibility (philosophy); Natural language processing; Speech recognition; Artificial intelligence","score_opus":0.04692329256596883,"score_gpt":0.33254479508663637,"score_spread":0.28562150252066754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400427833","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06991868,0.0006194726,0.9001596,0.0003753441,0.0002148348,0.00078375574,0.0022901872,0.020193579,0.0054445784],"genre_scores_gemma":[0.41649714,0.000752744,0.5713306,0.00035880186,0.00009332395,0.0012912705,0.0048929253,0.0014283425,0.0033548004],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997931,0.0006837417,0.00019289443,0.00054215925,0.0005836947,0.00006646759],"domain_scores_gemma":[0.9931765,0.004293987,0.00040936092,0.00055949745,0.0014616975,0.00009883811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040552085,0.0014980071,0.0006533736,0.0015421946,0.00034131814,0.0025029406,0.001116956,0.00078521797,0.0041097715],"category_scores_gemma":[0.015629616,0.00045627024,0.0012719696,0.0005108991,0.0005488414,0.0030022003,0.0013570285,0.0013528115,0.0045442283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007138867,0.00041890304,0.016244182,0.0015370306,0.00049817795,0.0005024383,0.0016058524,0.067500256,0.084743574,0.005829717,0.012761659,0.80764437],"study_design_scores_gemma":[0.00005896085,0.00033662596,0.0152909625,0.00017993321,0.0001521664,0.00059260667,0.00033413028,0.9147273,0.0386562,0.014954935,0.014540127,0.00017600293],"about_ca_topic_score_codex":0.0053897314,"about_ca_topic_score_gemma":0.009211128,"teacher_disagreement_score":0.0053897314,"about_ca_system_score_codex":0.00079285295,"about_ca_system_score_gemma":0.0009857138,"threshold_uncertainty_score":0.021446228},"labels":[],"label_agreement":null},{"id":"W4403646893","doi":"10.1080/2050571x.2024.2417518","title":"Incorporating client perspectives: moving towards digital outcome measurement in pediatric speech-language pathology","year":2024,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Speech-Language Pathology; Outcome (game theory); Computer science; Pathology; Psychology; Medicine; Natural language processing; Physical therapy; Mathematics","score_opus":0.05925772355468007,"score_gpt":0.36782335349079204,"score_spread":0.308565629936112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403646893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84497404,0.004697658,0.080271065,0.043426115,0.00034826132,0.0015411822,0.00028037452,0.00015016214,0.024311155],"genre_scores_gemma":[0.9276546,0.0038418525,0.06145176,0.0033152744,0.000112826165,0.0018846057,0.00011867053,0.00006639011,0.0015539979],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8867853,0.09775065,0.0032864825,0.0015733903,0.008439685,0.0021643746],"domain_scores_gemma":[0.88293135,0.089177676,0.0070512006,0.0038323624,0.013986557,0.0030209466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13424876,0.0007249684,0.00062174886,0.0030367523,0.0043148804,0.007017771,0.0019027467,0.0013464309,0.0034568284],"category_scores_gemma":[0.14248095,0.0005812656,0.00070315885,0.001998033,0.0056258994,0.010496434,0.010610795,0.0037272573,0.0006007763],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025310813,0.00040470634,0.045817908,0.0015788452,0.0000468976,0.00069957605,0.626969,0.0003139146,0.002638602,0.013692083,0.0035679995,0.3040174],"study_design_scores_gemma":[0.00009547158,0.00095243455,0.03501658,0.0057000206,0.00011909402,0.0017220691,0.8591694,0.0018028757,0.0076969774,0.020051783,0.0674742,0.00019902653],"about_ca_topic_score_codex":0.004645994,"about_ca_topic_score_gemma":0.007562865,"teacher_disagreement_score":0.13424876,"about_ca_system_score_codex":0.0071883034,"about_ca_system_score_gemma":0.011234911,"threshold_uncertainty_score":0.7099838},"labels":[],"label_agreement":null},{"id":"W4411531932","doi":"10.1080/2050571x.2025.2516882","title":"Feasibility and accuracy of a game-based automated audiometric application (Aud•It) for testing the hearing sensitivity of children and adults","year":2025,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Hong Kong; Northern Illinois University","keywords":"Sensitivity (control systems); Audiology; Audiometry; Computer science; Hearing loss; Speech recognition; Medicine; Engineering","score_opus":0.043469946220436935,"score_gpt":0.3962509223700648,"score_spread":0.3527809761496279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411531932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99077296,0.00018520631,0.0060013942,0.000088475834,0.0000392699,0.0005055623,0.00024869072,0.00029292927,0.001865564],"genre_scores_gemma":[0.96889246,0.00018095266,0.028608996,0.00014939242,0.000025138237,0.00042236655,0.00031554792,0.00002946709,0.0013755609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99482167,0.0017642699,0.0005979675,0.0008658364,0.0016151635,0.00033499728],"domain_scores_gemma":[0.9864834,0.008031552,0.001382365,0.0006422699,0.002716904,0.0007435413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060290396,0.0009863742,0.00046369914,0.0009473455,0.00021593603,0.0012602191,0.0011884713,0.0008563987,0.0016342633],"category_scores_gemma":[0.025507955,0.00043576368,0.0007021617,0.00020012772,0.00035089927,0.0010139684,0.0011044946,0.00044414974,0.00088075985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009215127,0.00586962,0.55645853,0.00080455106,0.0002680856,0.0014403121,0.0035600367,0.0024176028,0.035014056,0.00039254874,0.0020870955,0.38247237],"study_design_scores_gemma":[0.0006280783,0.030709535,0.86171687,0.00048542788,0.0006509025,0.008163649,0.0022341097,0.053130135,0.032870665,0.0006300959,0.008436654,0.000343736],"about_ca_topic_score_codex":0.002928128,"about_ca_topic_score_gemma":0.005167263,"teacher_disagreement_score":0.0060290396,"about_ca_system_score_codex":0.0003851088,"about_ca_system_score_gemma":0.0005152495,"threshold_uncertainty_score":0.03188497},"labels":[],"label_agreement":null},{"id":"W4412470357","doi":"10.1080/2050571x.2025.2517938","title":"Ear health, binaural processing, and phonological awareness in urban Australian First Nations and non-First Nations primary-school children","year":2025,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Macquarie University; Menzies School of Health Research","keywords":"Audiology; Binaural recording; Psychology; Medicine","score_opus":0.020645366280318364,"score_gpt":0.3310627554348094,"score_spread":0.310417389154491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412470357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99963605,0.00005380159,0.000008191546,0.000015016354,0.0000011288287,0.0000042485717,0.000057324276,6.925668e-7,0.00022360042],"genre_scores_gemma":[0.9994672,0.00010591376,0.000047633523,0.000014349639,0.0000015467016,0.000013044243,0.00009605036,7.390771e-7,0.0002535054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994748,0.0000926702,0.000046415127,0.000088131346,0.00013687137,0.00016102214],"domain_scores_gemma":[0.99896884,0.00014363762,0.00040004824,0.00006658133,0.00016291215,0.00025798444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058363634,0.00037747002,0.00037866354,0.0011395101,0.0009676597,0.00092512433,0.0004363612,0.00042098196,0.0013877526],"category_scores_gemma":[0.0017544942,0.00041520456,0.00048223705,0.00093053107,0.0006740646,0.0005607958,0.0013714442,0.000636691,0.00029926264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048286896,0.00009662662,0.9932892,0.000027371252,0.000018669221,0.00019505604,0.0038109883,0.000021839482,0.00044177487,0.000023677094,0.00006592085,0.0019605905],"study_design_scores_gemma":[5.200206e-7,0.00003665008,0.99871075,0.0000037593584,0.0000036400727,0.00007937804,0.0010856657,0.000015573029,0.000018955872,0.0000042570314,0.000039408016,0.0000014142664],"about_ca_topic_score_codex":0.12235166,"about_ca_topic_score_gemma":0.17906985,"teacher_disagreement_score":0.12235166,"about_ca_system_score_codex":0.00095680467,"about_ca_system_score_gemma":0.00074265647,"threshold_uncertainty_score":0.24327898},"labels":[],"label_agreement":null},{"id":"W4415137328","doi":"10.1080/2050571x.2025.2568306","title":"‘ <i>The deprioritization of communication care’:</i> barriers to implementing communication care for people with dementia – speech-language pathologists’ consensus","year":2025,"lang":"en","type":"article","venue":"Speech Language and Hearing","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Dementia; Risk communication; Augmentative and alternative communication; Health communication; MEDLINE","score_opus":0.039817975577335296,"score_gpt":0.38468166125305603,"score_spread":0.34486368567572073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415137328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5648082,0.0063362313,0.008445871,0.38231847,0.0022753638,0.00033118774,0.0001838441,0.00008160149,0.035219174],"genre_scores_gemma":[0.95959413,0.0019098351,0.0039734296,0.031897627,0.00017490335,0.00018772624,0.00006002889,0.00003235973,0.0021698587],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9301296,0.043676767,0.005476082,0.0029241596,0.0127832815,0.0050102174],"domain_scores_gemma":[0.89832604,0.056999244,0.011724768,0.0036502709,0.021532724,0.007767007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.061229028,0.00025925835,0.00050399307,0.001581994,0.011448493,0.008905465,0.002285259,0.0037878568,0.003073955],"category_scores_gemma":[0.11173938,0.0006090901,0.00046552735,0.0018896789,0.014018996,0.007028535,0.008648732,0.0072012977,0.00042504707],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007546018,0.00007568504,0.050470196,0.001497094,0.000070597096,0.0013665168,0.8439076,0.00015716397,0.0018453484,0.009470633,0.03085474,0.060208973],"study_design_scores_gemma":[0.000018736018,0.000089552625,0.04104867,0.0022068657,0.000037351852,0.001327015,0.8773574,0.00030086807,0.0006601103,0.0043983925,0.07242049,0.00013447892],"about_ca_topic_score_codex":0.15046349,"about_ca_topic_score_gemma":0.20506197,"teacher_disagreement_score":0.15046349,"about_ca_system_score_codex":0.015149969,"about_ca_system_score_gemma":0.040790875,"threshold_uncertainty_score":0.32381397},"labels":[],"label_agreement":null}]}