{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":381,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":381,"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":"fbd28bc0b504","filters":{"venue":"JMIR Rehabilitation and Assistive Technologies"}},"results":[{"id":"W2737197777","doi":"10.2196/rehab.7511","title":"Telerehabilitation: Review of the State-of-the-Art and Areas of Application","year":2017,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Eurostars; Università degli Studi di Camerino; Regione Marche","keywords":"Telerehabilitation; Telemedicine; Duration (music); Computer science; Multimedia; Coronavirus disease 2019 (COVID-19); State of art; Medicine; Health care; Data science; Physics; Political science","authors":[{"name":"Alessandro Peretti","is_ca":false},{"name":"Francesco Amenta","is_ca":false},{"name":"Seyed Khosrow Tayebati","is_ca":false},{"name":"Giulio Nittari","is_ca":false},{"name":"Syed Sarosh Mahdi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04932430732633207,"gpt":0.4124571241388054,"spread":0.3631328168124733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006046467,0.000223127,0.001287869,0.0001747093,0.0001005212,0.000004466284,0.0002267994,0.0001530289,0.000005969961],"category_scores_gemma":[0.003807778,0.0001208116,0.0002543724,0.0004208415,0.001345624,0.00006306803,0.0001609078,0.000261097,7.083802e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006268225,"about_ca_system_score_gemma":0.0002503342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000138935,"about_ca_topic_score_gemma":0.000009202161,"domain_scores_codex":[0.9979623,0.0001600859,0.001130334,0.0003058554,0.000320737,0.000120664],"domain_scores_gemma":[0.9957486,0.0009115626,0.002035339,0.0008581265,0.0004198136,0.00002653895],"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":[0.000008254133,0.00005078191,0.004992106,0.1503673,0.0000403523,5.299306e-8,0.00007645787,7.404199e-9,0.0000055769,0.000447894,0.0008910848,0.8431202],"study_design_scores_gemma":[0.0004347536,0.0006179533,0.1868584,0.1002653,0.000585694,0.00001285667,0.0005073387,0.000001102989,0.00005355723,0.001280242,0.7092518,0.0001309902],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001784856,0.9877713,0.00005220181,0.004658489,0.00005810968,0.00538867,0.00009177244,0.0000501556,0.0001444642],"genre_scores_gemma":[0.007251122,0.9904732,0.001242962,0.00004187204,0.00001004379,0.0008722334,0.00002537818,0.00001631159,0.00006691832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8429891,"threshold_uncertainty_score":0.4958007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2576439802","doi":"10.2196/rehab.6376","title":"Technologies to Support Community-Dwelling Persons With Dementia: A Position Paper on Issues Regarding Development, Usability, Effectiveness and Cost-Effectiveness, Deployment, and Ethics","year":2017,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":361,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"King's College London; National Institute for Health and Care Research","keywords":"Usability; CINAHL; Dementia; Software deployment; PsycINFO; Health care; Psychology; MEDLINE; Knowledge management; Medicine; Nursing; Psychological intervention; Computer science; Political science; Human–computer interaction","authors":[{"name":"Franka Meiland","is_ca":false},{"name":"Anthea Innes","is_ca":false},{"name":"Gail Mountain","is_ca":false},{"name":"Louise Robinson","is_ca":false},{"name":"Henriëtte G. van der Roest","is_ca":false},{"name":"J. Antonio García-Casal","is_ca":false},{"name":"Dianne Gove","is_ca":false},{"name":"Jochen René Thyrian","is_ca":false},{"name":"Shirley Evans","is_ca":false},{"name":"Rose‐Marie Dröes","is_ca":false},{"name":"Fiona Kelly","is_ca":false},{"name":"Alexander Kurz","is_ca":false},{"name":"Dympna Casey","is_ca":false},{"name":"Dorota Szczęśniak","is_ca":false},{"name":"Tom Dening","is_ca":false},{"name":"Michael P. Craven","is_ca":false},{"name":"Marijke Span","is_ca":false},{"name":"Heike Felzmann","is_ca":false},{"name":"Magda Tsolaki","is_ca":false},{"name":"Manuel Franco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05185793897270567,"gpt":0.3926801970195442,"spread":0.3408222580468385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020434,0.000300213,0.0004269356,0.0003727434,0.001811387,0.0002608284,0.0001705752,0.0002699903,0.000004866006],"category_scores_gemma":[0.003227892,0.0002319974,0.00003944292,0.0001756029,0.001574401,0.0003785506,0.0004893389,0.0008787569,0.000003099886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647002,"about_ca_system_score_gemma":0.00008306999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004913319,"about_ca_topic_score_gemma":0.00008767648,"domain_scores_codex":[0.9980683,0.0004256413,0.000225858,0.0005740721,0.0003647307,0.000341449],"domain_scores_gemma":[0.9971164,0.001856982,0.0001329284,0.0004926137,0.0003258553,0.00007516108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001022024,0.0003556156,0.8400539,0.00111393,0.0002097145,0.00001417049,0.001062634,6.458827e-7,0.006970115,0.001480346,0.00003711102,0.1476798],"study_design_scores_gemma":[0.002048513,0.004981923,0.9530892,0.001545327,0.00009635865,0.00002490049,0.01588943,0.00001185461,0.01909486,0.001703412,0.001242844,0.0002713318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836943,0.0002141177,0.001160648,0.01062019,0.00002007235,0.003218759,0.00001305306,0.0005763801,0.0004824663],"genre_scores_gemma":[0.9938931,0.0001364178,0.004106141,0.00008124105,0.000005144686,0.001705201,0.00001484219,0.00002411479,0.00003380997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474085,"threshold_uncertainty_score":0.9994881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564711494","doi":"10.2196/rehab.6074","title":"Validated Smartphone-Based Apps for Ear and Hearing Assessments: A Review","year":2016,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Audiology; Smartphone application; Hearing aid; Smartphone app; Hearing loss; Medicine; Health professionals; Identification (biology); Low and middle income countries; Health care; Computer science; Internet privacy; Multimedia; Developing country","authors":[{"name":"Tess Bright","is_ca":false},{"name":"Danuk Pallawela","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0872834675516687,"gpt":0.4123780759076606,"spread":0.3250946083559919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007251497,0.0004605078,0.001277755,0.0004108832,0.0002843394,0.0001116954,0.0002293209,0.0004160588,0.000008651767],"category_scores_gemma":[0.007468767,0.0003044753,0.0002821987,0.000521705,0.000792744,0.0002070908,0.000154221,0.0003152546,0.00001453081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630527,"about_ca_system_score_gemma":0.0001649388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002599287,"about_ca_topic_score_gemma":3.986198e-7,"domain_scores_codex":[0.9972324,0.0003640496,0.0007489098,0.001063738,0.0002432781,0.0003476432],"domain_scores_gemma":[0.9933116,0.005576917,0.00044077,0.0004765375,0.0001301811,0.00006396795],"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":[0.00001045392,0.00006637762,0.00004058799,0.04894518,0.00001341744,7.621639e-7,0.00001656699,3.51097e-8,0.0002531841,0.002266411,0.0003727309,0.9480143],"study_design_scores_gemma":[0.0005698366,0.0008241179,0.0008646989,0.09249721,0.0001540636,0.0000087098,0.000146741,0.00001895685,0.00007905391,0.001840252,0.9024047,0.0005916494],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00033746,0.989426,0.001150611,0.002479227,0.0001210856,0.005382318,0.000178158,0.0008256663,0.00009944518],"genre_scores_gemma":[0.0007574538,0.9881285,0.006303462,0.0001064829,0.00001489659,0.004503243,0.00002472652,0.00005267462,0.0001085368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9474226,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962971764","doi":"10.2196/12010","title":"Exoskeletons With Virtual Reality, Augmented Reality, and Gamification for Stroke Patients’ Rehabilitation: Systematic Review","year":2019,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Exoskeleton; Virtual reality; Rehabilitation; Augmented reality; Cochrane Library; MEDLINE; Robotics; Categorization; Physical medicine and rehabilitation; Systematic review; Computer science; Medicine; Physical therapy; Robot; Human–computer interaction; Artificial intelligence","authors":[{"name":"Omar Mubin","is_ca":false},{"name":"Fady Alnajjar","is_ca":false},{"name":"Nalini Jishtu","is_ca":false},{"name":"Belal Alsinglawi","is_ca":false},{"name":"Abdullah Al Mahmud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01466215497586276,"gpt":0.3003320328384411,"spread":0.2856698778625784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000731109,0.0003018159,0.0009024775,0.0003591567,0.000144585,0.00004405374,0.00009917816,0.0002077768,0.00001430089],"category_scores_gemma":[0.005178242,0.0002167093,0.0001673886,0.0004122228,0.0006033407,0.0002542378,0.00006730379,0.0002032811,0.00001019273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965696,"about_ca_system_score_gemma":0.00007388971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007879867,"about_ca_topic_score_gemma":0.000008881926,"domain_scores_codex":[0.9977082,0.0001923848,0.0007710627,0.0006800296,0.0003983109,0.0002499968],"domain_scores_gemma":[0.9948926,0.003224765,0.0004035247,0.0006198624,0.0007733401,0.0000858937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001252051,0.00145774,0.4590452,0.4734633,0.0004704484,0.000001202786,0.001276751,0.000005073953,0.001226515,0.03711689,0.00701133,0.0176735],"study_design_scores_gemma":[0.004931558,0.01560688,0.9067699,0.05065816,0.0005933124,0.00001620234,0.01712039,0.0002330285,0.00008947009,0.001280624,0.002141891,0.0005585956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263143,0.002848284,0.001932744,0.04423628,0.0001516095,0.02250986,0.0002585675,0.0009915626,0.0007567756],"genre_scores_gemma":[0.9870701,0.0006397628,0.007481312,0.0002550792,0.00001345741,0.003477221,0.0001936235,0.0000346577,0.000834745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4477247,"threshold_uncertainty_score":0.8837147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802618918","doi":"10.2196/rehab.7805","title":"The Use of Digital and Remote Communication Technologies as a Tool for Multiple Sclerosis Management: Narrative Review","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Novartis Pharma","keywords":"eHealth; Medicine; Digital health; Telemedicine; Health care; Multidisciplinary approach; Intervention (counseling); Internet privacy; Nursing; Computer science","authors":[{"name":"Martin Marziniak","is_ca":false},{"name":"Giampaolo Brichetto","is_ca":false},{"name":"Peter Feys","is_ca":false},{"name":"Uta Meyding‐Lamadé","is_ca":false},{"name":"Karen Vernon","is_ca":false},{"name":"Sven G. Meuth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0846060219373343,"gpt":0.3605243258933821,"spread":0.2759183039560478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.000341042,0.0001621209,0.0003238974,0.0001589339,0.0004889469,0.0000748116,0.0001625906,0.0001026015,0.000001223737],"category_scores_gemma":[0.01621892,0.0001042755,0.0000625124,0.0003703234,0.003438891,0.0002550329,0.0004261596,0.0001473788,0.000001928347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005399842,"about_ca_system_score_gemma":0.00001527312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007256253,"about_ca_topic_score_gemma":0.00001182246,"domain_scores_codex":[0.9988834,0.000051717,0.0003500629,0.0003119789,0.0002055632,0.0001972741],"domain_scores_gemma":[0.9961634,0.002462921,0.0001899432,0.0005766739,0.0005897092,0.00001738021],"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":[0.0003897246,0.00008332686,0.009457892,0.001287335,0.0001542909,2.107166e-7,0.0005995131,4.399068e-8,0.001292787,0.002576639,0.006298772,0.9778594],"study_design_scores_gemma":[0.004353651,0.00754708,0.6696604,0.01627633,0.0002414891,0.00000927443,0.09969314,0.001103558,0.006258752,0.0147547,0.1794146,0.0006870098],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8368115,0.02440663,0.001580851,0.1193481,0.00005115427,0.01506565,0.000205704,0.001919186,0.0006111357],"genre_scores_gemma":[0.9233209,0.04023642,0.03527731,0.00004534941,0.000004155347,0.0009163196,0.00001256084,0.00001245441,0.0001745511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9771724,"threshold_uncertainty_score":0.9992732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548919583","doi":"10.2196/rehab.5788","title":"Studies Involving People With Dementia and Touchscreen Technology: A Literature Review","year":2016,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":138,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Touchscreen; Dementia; Computer science; Human–computer interaction; Simple (philosophy); Population; Older people; Medicine; Gerontology","authors":[{"name":"Phil Joddrell","is_ca":false},{"name":"Arlene Astell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02413759045371264,"gpt":0.3588570920203241,"spread":0.3347195015666114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007011965,0.000583473,0.001822201,0.001035231,0.0006610662,0.0001002972,0.0005215168,0.001095594,0.000006704425],"category_scores_gemma":[0.005529066,0.0003640599,0.0001443976,0.002234424,0.003858598,0.0003685681,0.0005213462,0.0007157977,0.00001021309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160671,"about_ca_system_score_gemma":0.0001901124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007709486,"about_ca_topic_score_gemma":0.000457073,"domain_scores_codex":[0.9972953,0.0002983156,0.0005982435,0.001000987,0.0003174368,0.0004897686],"domain_scores_gemma":[0.9968874,0.001376133,0.0006097516,0.0006010653,0.0004700092,0.00005560524],"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":[0.00000376155,0.00002877466,0.001412547,0.02578185,0.0003192803,0.000009481073,0.0009610034,6.363229e-10,3.200867e-7,0.02023557,0.001989766,0.9492577],"study_design_scores_gemma":[0.0001832595,0.0002536842,0.0002966085,0.2011152,0.0004083907,0.00002021838,0.01123752,3.70644e-8,5.009546e-7,0.003846591,0.7821853,0.0004526979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000731699,0.9760512,0.00001882941,0.01803731,0.00005163099,0.003143884,0.00005506041,0.002391238,0.0001776725],"genre_scores_gemma":[0.0002603321,0.9922085,0.004438128,0.00004050841,0.00002237939,0.002805991,0.00001185439,0.00003981427,0.0001724749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.948805,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345977868","doi":"10.2196/rehab.5226","title":"Information and Communication Technologies in the Care of the Elderly: Systematic Review of Applications Aimed at Patients With Dementia and Caregivers","year":2016,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universidad Autónoma del Estado de Hidalgo; Consejo Nacional de Ciencia y Tecnología","keywords":"Dementia; Systematic review; Gerontology; Medicine; Psychology; MEDLINE; Political science; Disease","authors":[{"name":"Claudia I. Martínez-Alcalá","is_ca":false},{"name":"Patricia Pliego‐Pastrana","is_ca":false},{"name":"Alejandra Rosales-Lagarde","is_ca":false},{"name":"JS Lopez-Noguerola","is_ca":false},{"name":"Eva María Molina-Trinidad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00960704286990397,"gpt":0.2933612724806252,"spread":0.2837542296107212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005130915,0.0001996968,0.000760311,0.0002950425,0.00030216,0.00002142216,0.0006308805,0.0003428452,7.027843e-7],"category_scores_gemma":[0.00192886,0.00009844961,0.00006168948,0.000751717,0.002938557,0.00022751,0.000329648,0.0002226957,5.903532e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461613,"about_ca_system_score_gemma":0.00008386806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000335758,"about_ca_topic_score_gemma":0.0002603376,"domain_scores_codex":[0.9983484,0.0004047008,0.0006419685,0.0001886104,0.0002838783,0.000132423],"domain_scores_gemma":[0.9966047,0.001203784,0.001151249,0.00070036,0.0003311106,0.000008751583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003540175,0.00003000589,0.005062862,0.3762165,0.00006852733,3.021097e-8,0.004660982,7.309372e-9,1.202036e-7,0.009866906,0.00006665277,0.6040239],"study_design_scores_gemma":[0.0006390822,0.0004115653,0.008531348,0.6380571,0.0009964497,0.000002156819,0.2089001,1.440253e-7,0.000003793718,0.00161174,0.1404451,0.0004014425],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001184358,0.9884446,0.00001406617,0.002096001,0.000007797747,0.007854387,0.00008336183,0.0001907289,0.0001247076],"genre_scores_gemma":[0.05547509,0.9411184,0.0003561941,0.000005721233,5.91999e-7,0.003012912,0.00002104727,0.000006356991,0.000003694728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6036224,"threshold_uncertainty_score":0.9997749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378229366","doi":"10.2196/43615","title":"Technologies in Home-Based Digital Rehabilitation: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Erasmus+; European Commission","keywords":"Rehabilitation; Computer science; Medicine; Physical therapy","authors":[{"name":"A.R. Arntz","is_ca":false},{"name":"F. Parkes Weber","is_ca":false},{"name":"Marietta Handgraaf","is_ca":false},{"name":"Kaisa Lällä","is_ca":false},{"name":"Katariina Korniloff","is_ca":false},{"name":"Kari-Pekka Murtonen","is_ca":false},{"name":"Julija Chichaeva","is_ca":false},{"name":"Anita Kidritsch","is_ca":false},{"name":"Mario Heller","is_ca":false},{"name":"Εvanthia Sakellari","is_ca":false},{"name":"Christina Athanasopoulou","is_ca":false},{"name":"Areti Lagiou","is_ca":false},{"name":"Ioanna Tzonichaki","is_ca":false},{"name":"Iosune Salinas‐Bueno","is_ca":false},{"name":"Pau Martínez-Bueso","is_ca":false},{"name":"Olga Velasco‐Roldán","is_ca":false},{"name":"R. J. Schulz","is_ca":false},{"name":"Christian Grüneberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01852728930520142,"gpt":0.325256834389862,"spread":0.3067295450846606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005437751,0.0002840845,0.000669947,0.001402757,0.0001124653,0.00005708339,0.0001427562,0.0002980541,0.0000206036],"category_scores_gemma":[0.01187375,0.0002367151,0.000209009,0.002457275,0.001071783,0.0003267635,0.0001224649,0.0003605626,0.00007700669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887511,"about_ca_system_score_gemma":0.0001627876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002182723,"about_ca_topic_score_gemma":0.00000639663,"domain_scores_codex":[0.997852,0.00007146384,0.0006971746,0.0006571143,0.0003561525,0.0003660935],"domain_scores_gemma":[0.9956427,0.003390568,0.0001703196,0.0005179047,0.0002329734,0.00004549872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001841892,0.0003687748,0.7439634,0.01832131,0.00003083453,0.00002420278,0.0002741566,0.00001302873,0.0003723965,0.001912249,0.004788156,0.2297473],"study_design_scores_gemma":[0.00246926,0.002387871,0.8971864,0.06337125,0.00003671293,0.00001517984,0.02454853,0.0002721252,0.0002097606,0.005523418,0.003422011,0.0005574517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8448563,0.01340977,0.0001851322,0.1256363,0.0002048864,0.006528174,0.00004871951,0.008024871,0.001105933],"genre_scores_gemma":[0.9883382,0.002347544,0.006795793,0.000153871,0.00001153528,0.002099689,0.00006783548,0.00003247712,0.000153094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2291899,"threshold_uncertainty_score":0.9964496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772918532","doi":"10.2196/rehab.9032","title":"Treatment of Low Back Pain with a Digital Multidisciplinary Pain Treatment App: Short-Term Results","year":2017,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Multidisciplinary approach; Physical therapy; Low back pain; Mobile apps; Baseline (sea); Rating scale; Smartphone app; Alternative medicine; Psychology; Computer science","authors":[{"name":"Stephan Gerhard Huber","is_ca":false},{"name":"Janosch A. Priebe","is_ca":false},{"name":"Kaja-Maria Baumann","is_ca":false},{"name":"Anne Plidschun","is_ca":false},{"name":"Christine Schießl","is_ca":false},{"name":"Thomas R. Tölle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01724409754729068,"gpt":0.3100103886223758,"spread":0.2927662910750852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003717794,0.0002922969,0.0004957111,0.0001901863,0.00024534,0.00006274855,0.00009309573,0.00018247,0.000005019098],"category_scores_gemma":[0.001836115,0.0001752412,0.0001700125,0.0001070363,0.001353015,0.0002103031,0.0000466742,0.00007370476,0.000005559828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301578,"about_ca_system_score_gemma":0.00005800589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000188607,"about_ca_topic_score_gemma":0.00002540232,"domain_scores_codex":[0.9985405,0.0001221393,0.0004121761,0.0005137383,0.0001986731,0.0002128045],"domain_scores_gemma":[0.9975088,0.00124536,0.0002368891,0.0007759299,0.0001644451,0.00006856667],"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":[0.001345824,0.001681358,0.4847182,0.0007922763,0.0001251687,0.000009999592,0.001341992,0.000002020049,0.002228738,0.0001606866,0.00007133905,0.5075224],"study_design_scores_gemma":[0.00380315,0.02520498,0.9590811,0.0006836628,0.00003179001,0.0000040211,0.009070394,0.0004573933,0.000634866,0.0002681221,0.0005433362,0.0002172178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881542,0.0001491408,0.0004449888,0.007200441,0.00002531183,0.002355607,0.00008720249,0.000308628,0.001274483],"genre_scores_gemma":[0.9927644,0.00006644092,0.00582467,0.000004589993,0.000019481,0.0005489423,0.00009790246,0.00001948083,0.0006540552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5073052,"threshold_uncertainty_score":0.7146131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971412656","doi":"10.2196/14236","title":"The Effectiveness of Telerehabilitation as a Supplement to Rehabilitation in Patients After Total Knee or Hip Replacement: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Medicine; Physical therapy; Rehabilitation; Randomized controlled trial; Quality of life (healthcare); Physical medicine and rehabilitation; Telemedicine; Health care; Surgery; Nursing","authors":[{"name":"Sarah Eichler","is_ca":false},{"name":"Annett Salzwedel","is_ca":false},{"name":"Sophie Rabe","is_ca":false},{"name":"Steffen Mueller","is_ca":false},{"name":"Frank Mayer","is_ca":false},{"name":"Monique Wochatz","is_ca":false},{"name":"Miralem Hadzic","is_ca":false},{"name":"Michael John","is_ca":false},{"name":"Karl Wegscheider","is_ca":false},{"name":"Heinz Völler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007084002111332295,"gpt":0.3174442554148033,"spread":0.3103602533034709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005260195,0.000259443,0.001244392,0.0005702128,0.00009530356,0.00002443709,0.00006931077,0.0001434613,0.00006675658],"category_scores_gemma":[0.02483732,0.0001521013,0.0002062472,0.0005967706,0.0003876476,0.0001605813,0.00007334665,0.0002271485,0.00001161484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035766,"about_ca_system_score_gemma":0.0001432419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005485286,"about_ca_topic_score_gemma":0.0000280049,"domain_scores_codex":[0.9959227,0.001323599,0.001386811,0.0005061876,0.0005503471,0.0003103586],"domain_scores_gemma":[0.9782739,0.02035462,0.0004099002,0.0004107021,0.0004888183,0.00006202618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8032505,0.0004886682,0.1809759,0.0005638486,0.00007863923,4.236777e-7,0.00102032,0.000002149241,0.0001029215,0.001701433,0.0001380884,0.01167708],"study_design_scores_gemma":[0.4805697,0.0176662,0.4930227,0.0002964987,0.00005116349,4.643436e-7,0.006673348,0.00001831532,0.0000749648,0.001283193,0.0002427618,0.000100671],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556261,0.00006603257,0.00004880489,0.006816885,0.0002738297,0.03691816,0.00001374195,0.0001201566,0.0001162898],"genre_scores_gemma":[0.9798868,0.00001038832,0.001867984,0.00006570336,0.00001735818,0.01798763,0.00003461244,0.00001840361,0.0001111369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3226808,"threshold_uncertainty_score":0.9833769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121188507","doi":"10.2196/25340","title":"Impacts of Low-cost Robotic Pets for Older Adults and People With Dementia: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Marie Curie","keywords":"Dementia; Psychosocial; Psychological intervention; Psychology; Mood; Social isolation; Gerontology; Clinical psychology; Applied psychology; Medicine; Psychiatry","authors":[{"name":"Wei Qi Koh","is_ca":false},{"name":"Faith Xin Hui Ang","is_ca":false},{"name":"Dympna Casey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01800604316126347,"gpt":0.3650926174006509,"spread":0.3470865742393874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001193762,0.0001168717,0.0003010311,0.00008413977,0.00008760259,0.00001925979,0.00004649508,0.00009485101,0.00009676408],"category_scores_gemma":[0.0009281604,0.00009697536,0.00005070733,0.00023248,0.0001821577,0.00009456531,0.00003731974,0.00009624071,0.000003193397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002093757,"about_ca_system_score_gemma":0.00003805085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001474507,"about_ca_topic_score_gemma":0.0001913169,"domain_scores_codex":[0.9991709,0.00005322609,0.000249786,0.0002972483,0.0000825473,0.0001462845],"domain_scores_gemma":[0.998674,0.0006791178,0.0001754021,0.0001681764,0.0002769201,0.00002636255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008817916,0.001357197,0.5216364,0.04142443,0.0006392736,0.00001333243,0.01247811,0.000004291325,0.0007175896,0.02298688,0.009276663,0.388584],"study_design_scores_gemma":[0.00158779,0.0004418633,0.9390207,0.0265708,0.00008504822,0.00001521482,0.03119309,0.00000987254,0.0004087054,0.0002951405,0.000169086,0.0002027212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165813,0.04843099,0.006112253,0.02010476,0.0003668132,0.006712688,0.00004081325,0.0005721583,0.001078258],"genre_scores_gemma":[0.9944756,0.000962351,0.003389194,0.0001333793,0.000007655646,0.0009487107,0.00001504293,0.00001150619,0.0000565808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4173842,"threshold_uncertainty_score":0.395454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919025011","doi":"10.2196/13111","title":"Medium-Term Outcomes of Digital Versus Conventional Home-Based Rehabilitation After Total Knee Arthroplasty: Prospective, Parallel-Group Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Rehabilitation; Total knee arthroplasty; Psychological intervention; Physical therapy; Arthroplasty; Medicine; Physical medicine and rehabilitation; Surgery; Nursing","authors":[{"name":"Fernando Dias Correia","is_ca":false},{"name":"André Nogueira","is_ca":false},{"name":"Ivo Magalhães","is_ca":false},{"name":"Joana Guimarães","is_ca":false},{"name":"Maria Moreira","is_ca":false},{"name":"Isabel Barradas","is_ca":false},{"name":"Maria Molinos","is_ca":false},{"name":"Laetitia Teixeira","is_ca":false},{"name":"José Tulha","is_ca":false},{"name":"Rosmaninho Seabra","is_ca":false},{"name":"Jorge Laíns","is_ca":false},{"name":"Virgílio Bento","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01450471775596178,"gpt":0.293456708448235,"spread":0.2789519906922732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003445603,0.0003751683,0.0007959528,0.0004303914,0.00009139046,0.00005271636,0.00007455011,0.0002105886,0.0001192019],"category_scores_gemma":[0.002069236,0.0003050589,0.0002923357,0.0004257969,0.001197644,0.0004922264,0.000149813,0.0003435448,0.0000607057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248911,"about_ca_system_score_gemma":0.0001052254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000530116,"about_ca_topic_score_gemma":0.00002862631,"domain_scores_codex":[0.9974477,0.0001149113,0.0007113223,0.0007925642,0.0006299912,0.0003035529],"domain_scores_gemma":[0.9962723,0.002370543,0.0002887349,0.0006222962,0.0003675031,0.00007857502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004811754,0.002525335,0.9883837,0.0003140252,0.00018267,0.000005584375,0.0005694517,0.000007624008,0.0001620042,0.0005856405,0.00004444297,0.002407771],"study_design_scores_gemma":[0.01420332,0.0137069,0.9557256,0.000114947,0.0000743511,0.000003944824,0.01530902,0.00003339973,0.00002793403,0.0004600955,0.00005232346,0.0002881233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911732,0.00008221957,0.0001040584,0.002613737,0.0003848509,0.004803228,0.0001258122,0.0005655491,0.000147365],"genre_scores_gemma":[0.9951565,0.000001313581,0.003563839,0.00001233033,0.00001363771,0.0009622941,0.00005358299,0.00003040296,0.0002061223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03265806,"threshold_uncertainty_score":0.9999402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903009637","doi":"10.2196/10510","title":"Assistive Technology for the Upper Extremities After Stroke: Systematic Review of Users’ Needs","year":2018,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Commission","keywords":"Assistive technology; User needs; Physical medicine and rehabilitation; Stroke (engine); Human–computer interaction; Assistive device; Computer science; Psychology; Internet privacy; Medicine; Engineering","authors":[{"name":"A. L. van Ommeren","is_ca":false},{"name":"Laura C Smulders","is_ca":false},{"name":"Gerdienke B. Prange-Lasonder","is_ca":false},{"name":"Jaap H. Buurke","is_ca":false},{"name":"Petrus H. Veltink","is_ca":false},{"name":"Johan S. Rietman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0252989904365728,"gpt":0.3357199416547775,"spread":0.3104209512182047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008244845,0.0006179411,0.003518102,0.001471231,0.0001545823,0.00003231118,0.0003437644,0.0008574052,0.00002560028],"category_scores_gemma":[0.01121982,0.000340074,0.001265209,0.001207421,0.002396117,0.0001029298,0.0001842,0.0005208781,0.0000160667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588179,"about_ca_system_score_gemma":0.0002699617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000015668,"about_ca_topic_score_gemma":0.000001680473,"domain_scores_codex":[0.9969097,0.0002125279,0.001560744,0.0006023503,0.0003746701,0.0003400139],"domain_scores_gemma":[0.9900423,0.006823105,0.001124424,0.001049673,0.0009188768,0.00004161117],"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":[0.0000499499,0.000104175,0.0007898118,0.9136434,0.0007359955,0.000001069099,0.00008695202,3.694604e-9,0.000001509575,0.001267442,0.001786665,0.08153308],"study_design_scores_gemma":[0.0003808134,0.001203509,0.001043965,0.6743499,0.004290127,0.00004489135,0.007726679,0.000002751434,0.000006914489,0.0001511921,0.3104459,0.0003533194],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008788002,0.9839684,0.0002740197,0.002330702,0.0002151282,0.01216298,0.0003248544,0.000444086,0.0001919238],"genre_scores_gemma":[0.0003799701,0.9776423,0.003957789,0.0001111015,0.00004345887,0.01677373,0.00003998414,0.00006222162,0.0009894723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3086593,"threshold_uncertainty_score":0.9999051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2470916600","doi":"10.2196/rehab.5524","title":"Teleexercise for Persons With Spinal Cord Injury: A Mixed-Methods Feasibility Case Series","year":2016,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Spinal cord injury; Physical therapy; Medicine; Rehabilitation; Trainer; Aerobic exercise; Intervention (counseling); Physical medicine and rehabilitation; Quality of life (healthcare); Spinal cord; Nursing","authors":[{"name":"Byron Lai","is_ca":false},{"name":"James H. Rimmer","is_ca":false},{"name":"Beth Barstow","is_ca":false},{"name":"Emil Jovanov","is_ca":false},{"name":"C. Scott Bickel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04965920059455583,"gpt":0.4432473362532371,"spread":0.3935881356586813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006491125,0.0002265356,0.0004004014,0.0003131059,0.0002254153,0.00003357392,0.00009932691,0.000179641,0.00001924207],"category_scores_gemma":[0.00475673,0.0001310286,0.00009723401,0.0004151207,0.001657413,0.0002419529,0.0001030013,0.0002009188,0.00000457296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206718,"about_ca_system_score_gemma":0.0001190984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009769257,"about_ca_topic_score_gemma":0.00002528763,"domain_scores_codex":[0.9985116,0.0001104518,0.0002585779,0.0005817643,0.0002068871,0.000330795],"domain_scores_gemma":[0.9980449,0.0007982591,0.0001030854,0.0004728269,0.0004913943,0.00008953956],"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":[0.03819635,0.0002216655,0.07406048,0.0004093448,0.00004504354,0.00007162997,0.00005257548,7.696423e-9,0.01536869,0.002116685,0.001516556,0.867941],"study_design_scores_gemma":[0.005268048,0.2181389,0.6599174,0.001304063,0.0001842336,0.002733482,0.05637902,0.00002320511,0.02856079,0.009335902,0.0173611,0.0007938701],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672772,0.0001490657,0.009650324,0.01939887,0.00004108172,0.002596517,0.0001071169,0.0006586104,0.0001212667],"genre_scores_gemma":[0.8033226,0.00001682805,0.1947431,0.00001917531,0.00001478389,0.001399874,0.000002987152,0.00002001591,0.0004606323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8671471,"threshold_uncertainty_score":0.6106806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282937561","doi":"10.2196/33489","title":"Applications of Digital Health Technologies in Knee Osteoarthritis: Narrative Review","year":2022,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Osteoarthritis; Narrative review; Narrative; Digital health; Medicine; Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Political science; Health care; Art; Intensive care medicine; Literature; Pathology","authors":[{"name":"Nirali Shah","is_ca":false},{"name":"K.E. Costello","is_ca":false},{"name":"Akshat Mehta","is_ca":false},{"name":"Deepak Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02297765956206427,"gpt":0.3515394267043139,"spread":0.3285617671422497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003088571,0.0004276226,0.002468131,0.0009871238,0.0001210501,0.00001984775,0.000210225,0.0003039189,0.0000327915],"category_scores_gemma":[0.002560006,0.0003503566,0.0003514161,0.001740769,0.001078167,0.0001641697,0.0003845627,0.0008107148,0.0000102045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003708735,"about_ca_system_score_gemma":0.0003507433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003754853,"about_ca_topic_score_gemma":0.000008137721,"domain_scores_codex":[0.99742,0.0001192777,0.001201296,0.0006638528,0.0003097301,0.000285912],"domain_scores_gemma":[0.9971976,0.001198634,0.0008140389,0.0006703192,0.00008991858,0.00002950811],"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":[0.000009349801,0.0001736063,0.0005831903,0.04882853,0.00004521984,0.000003959626,0.0002035075,1.834707e-8,9.482311e-8,0.000824324,0.000400568,0.9489276],"study_design_scores_gemma":[0.0004642326,0.001864427,0.0004191887,0.03750455,0.00008806246,0.00005949062,0.02095807,1.75957e-7,2.973207e-7,0.0005784127,0.9378,0.0002630324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002473842,0.9856234,0.00002352803,0.005277799,0.00003051167,0.007428669,0.0002446103,0.001002669,0.0003440913],"genre_scores_gemma":[0.000868471,0.9873472,0.001300254,0.00002636928,0.000003605832,0.01007556,0.0001915339,0.00003639552,0.0001506063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9486646,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164731933","doi":"10.2196/14321","title":"Web-Based Peer Support Interventions for Adults Living With Chronic Conditions: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Diabetes Management and Education","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Ontario Council of University Libraries; University Health Network; University of Toronto; Toronto Rehabilitation Institute; Queen's University","funders":"","keywords":"CINAHL; PsycINFO; Psychological intervention; MEDLINE; Medicine; Peer support; Systematic review; Chronic condition; Population; Nursing; Environmental health","authors":[{"name":"Saima Hossain","is_ca":true},{"name":"Susan Jaglal","is_ca":true},{"name":"John D. Shepherd","is_ca":true},{"name":"Laure Perrier","is_ca":true},{"name":"Jennifer R. Tomasone","is_ca":true},{"name":"Shane N. Sweet","is_ca":true},{"name":"Dorothy Luong","is_ca":true},{"name":"Sonya Allin","is_ca":true},{"name":"Michelle Nelson","is_ca":true},{"name":"Sara J. T. Guilcher","is_ca":true},{"name":"Sarah Munce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02490763825546556,"gpt":0.3611556663503597,"spread":0.3362480280948942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002512133,0.0001053718,0.0002341397,0.0001560785,0.0001068863,0.00003030093,0.00003937329,0.00005339421,0.0001521009],"category_scores_gemma":[0.002678971,0.00008839908,0.0001069024,0.0002968589,0.0001808194,0.0001261612,0.00003013285,0.00008221466,0.000007222946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009506121,"about_ca_system_score_gemma":0.0002201242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.721039e-7,"about_ca_topic_score_gemma":0.00002989002,"domain_scores_codex":[0.9991913,0.00002605369,0.0002416337,0.0002710722,0.0001306266,0.000139321],"domain_scores_gemma":[0.9986896,0.0004671134,0.0001150831,0.0002065054,0.0004975492,0.00002414772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601167,0.002286306,0.3180604,0.3155735,0.0003724564,0.00001057948,0.0005531219,0.000007644106,0.0009899368,0.008353256,0.08265276,0.27098],"study_design_scores_gemma":[0.002781546,0.003526603,0.5528162,0.4240535,0.0004209813,0.000006332911,0.008783056,0.0002583765,0.0005487078,0.0004562253,0.00598371,0.0003647683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7254267,0.043577,0.00862698,0.1975033,0.0004292779,0.01732688,0.0001405722,0.003155192,0.00381405],"genre_scores_gemma":[0.9831371,0.0006358514,0.01094039,0.0002887617,0.00001967191,0.003643768,0.0003081707,0.00001480234,0.00101145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2706152,"threshold_uncertainty_score":0.360481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800532564","doi":"10.2196/rehab.8335","title":"A Kinematic Sensor and Algorithm to Detect Motor Fluctuations in Parkinson Disease: Validation Study Under Real Conditions of Use","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III","keywords":"Kinematics; Parkinson's disease; Algorithm; Dyskinesia; Gold standard (test); Gait; Physical medicine and rehabilitation; Computer science; Medicine; Disease; Internal medicine","authors":[{"name":"Alejandro Rodríguez‐Molinero","is_ca":false},{"name":"Carlos Pérez‐López","is_ca":false},{"name":"Albert Samà","is_ca":false},{"name":"Eva de Mingo-Fernández","is_ca":false},{"name":"Daniel Rodríguez-Martín","is_ca":false},{"name":"Jorge Hernández‐Vara","is_ca":false},{"name":"Àngels Bayés","is_ca":false},{"name":"Alfons Moral","is_ca":false},{"name":"Ramiro Álvarez","is_ca":false},{"name":"David A. Pérez-Martínez","is_ca":false},{"name":"Andreu Catalá","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02959068833187024,"gpt":0.3820360197097793,"spread":0.3524453313779091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949914,0.0001360742,0.0002522813,0.0004238732,0.0003080864,0.00001685189,0.00006564262,0.0001286016,0.000007977445],"category_scores_gemma":[0.001436949,0.0001214099,0.00003039225,0.0004571165,0.0003222662,0.0002240219,0.00008692429,0.0001738092,0.00001071924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009618059,"about_ca_system_score_gemma":0.00005148636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009201,"about_ca_topic_score_gemma":0.0002891985,"domain_scores_codex":[0.9984811,0.0003606475,0.0004787559,0.0003338798,0.0001577991,0.0001877997],"domain_scores_gemma":[0.9982354,0.0009848922,0.0002026423,0.0002529395,0.0002707323,0.00005340436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002087803,0.00104464,0.9442673,0.0004264804,0.00005412475,0.000001764808,0.006096467,0.00000231851,0.01803425,0.003471886,0.0004702045,0.02592181],"study_design_scores_gemma":[0.0008232715,0.0006714507,0.9603109,0.000255105,0.00002716261,1.945355e-7,0.03066317,0.0003568408,0.00001066137,0.006613168,0.0001509544,0.0001171433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927233,0.0000244349,0.002405471,0.001261316,0.00006844165,0.003080372,0.0001383473,0.0002414389,0.0000568245],"genre_scores_gemma":[0.9829425,0.00002927858,0.01526996,0.00002969626,0.00001927305,0.001543874,0.00003078995,0.00001152589,0.0001231075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02580467,"threshold_uncertainty_score":0.4950952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947984306","doi":"10.2196/14523","title":"Digital Versus Conventional Rehabilitation After Total Hip Arthroplasty: A Single-Center, Parallel-Group Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Physical therapy; Medicine; Rehabilitation; Quality of life (healthcare); Range of motion; Biofeedback; Arthroplasty; Physical medicine and rehabilitation; Surgery; Nursing","authors":[{"name":"Fernando Dias Correia","is_ca":false},{"name":"André Nogueira","is_ca":false},{"name":"Ivo Magalhães","is_ca":false},{"name":"Joana Guimarães","is_ca":false},{"name":"Maria Moreira","is_ca":false},{"name":"Isabel Barradas","is_ca":false},{"name":"Maria Molinos","is_ca":false},{"name":"Laetitia Teixeira","is_ca":false},{"name":"Joaquim Pires","is_ca":false},{"name":"Rosmaninho Seabra","is_ca":false},{"name":"Jorge Laíns","is_ca":false},{"name":"Virgílio Bento","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0181728326518293,"gpt":0.2752801098697549,"spread":0.2571072772179256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001745519,0.0003210948,0.0004640513,0.0003573234,0.00009410059,0.0001056817,0.00007114949,0.0001204533,0.0001313496],"category_scores_gemma":[0.001419709,0.0002804942,0.0001413653,0.0003404494,0.0006817083,0.0005554259,0.0001721972,0.0002783959,0.0002467108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149547,"about_ca_system_score_gemma":0.0000387591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003970962,"about_ca_topic_score_gemma":0.00002464429,"domain_scores_codex":[0.9979641,0.00007550806,0.0004987952,0.0006910383,0.0004512726,0.0003193065],"domain_scores_gemma":[0.9978335,0.001301019,0.0001657417,0.0004274173,0.0001947062,0.0000775377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006246679,0.004778104,0.9657832,0.0001717578,0.0001457453,0.00001333582,0.0004927216,0.00000318798,0.0006075642,0.0008919596,0.0003784141,0.02048738],"study_design_scores_gemma":[0.01216321,0.04323231,0.920663,0.0001586271,0.00003985298,0.00002667942,0.02044524,0.00003423847,0.000008586753,0.0002765562,0.00265759,0.0002941111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908313,0.0001061173,0.00008944189,0.003670415,0.0004583987,0.003142617,0.00005471904,0.0008319766,0.00081508],"genre_scores_gemma":[0.9946283,0.000002877691,0.003584347,0.00002774769,0.00002919225,0.0008752964,0.00005365042,0.00003267703,0.0007659209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04512016,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286348772","doi":"10.2196/36836","title":"Feasibility of Virtual Reality Exercises at Home for Post–COVID-19 Condition: Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Medicine; Rehabilitation; Physical therapy; Anxiety; Biopsychosocial model; Quality of life (healthcare); Adverse effect; Cohort; Cognition; Depression (economics); Virtual reality; Physical medicine and rehabilitation; Psychiatry; Nursing","authors":[{"name":"Tjitske D Groenveld","is_ca":false},{"name":"Retze Achttien","is_ca":false},{"name":"Merlijn Smits","is_ca":false},{"name":"Marjan de Vries","is_ca":false},{"name":"Ron van Heerde","is_ca":false},{"name":"J. Bart Staal","is_ca":false},{"name":"Harry van Goor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02743733896922409,"gpt":0.3691572187646256,"spread":0.3417198797954016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001371498,0.0002321775,0.0006431901,0.0003579698,0.0004843703,0.0000162535,0.0001900295,0.0001258195,0.0001146682],"category_scores_gemma":[0.01212358,0.0002065592,0.0001740762,0.0004173906,0.0009745926,0.0001330157,0.0004142039,0.0002356824,0.000002033586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076715,"about_ca_system_score_gemma":0.0002594038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007422124,"about_ca_topic_score_gemma":0.00004675202,"domain_scores_codex":[0.9977638,0.0002813914,0.0005169027,0.0007134714,0.0004989489,0.0002255356],"domain_scores_gemma":[0.9943351,0.004224458,0.0003086138,0.0006898123,0.0003280063,0.0001140227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002603456,0.0013416,0.9858329,0.0008636244,0.00008928679,0.00001089055,0.0009906646,0.00002164632,0.001409257,0.001982766,0.00278217,0.002071707],"study_design_scores_gemma":[0.003711496,0.009087361,0.9569803,0.00003279094,0.0001397632,0.00001376299,0.02421859,0.00002994144,0.0002167627,0.00415127,0.001210173,0.000207803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711301,0.0001180924,0.0003434449,0.01757742,0.00008758265,0.009337063,0.0005761518,0.000754422,0.00007568449],"genre_scores_gemma":[0.9931539,0.000006999066,0.0008530922,0.0002883077,0.00001210433,0.005294282,0.0001992462,0.00001904029,0.0001730604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885265,"threshold_uncertainty_score":0.9961977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293731352","doi":"10.2196/39883","title":"Return-to-Work Following Occupational Rehabilitation for Long COVID: Descriptive Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Workers Compensation Board of Alberta; University of Alberta","funders":"","keywords":"Medicine; Visual analogue scale; Descriptive statistics; Rehabilitation; Physical therapy; Patient Health Questionnaire; Anxiety; Logistic regression; Cohort; Checklist; Cohort study; Clinical psychology; Psychiatry; Psychology; Internal medicine","authors":[{"name":"Katelyn Brehon","is_ca":true},{"name":"Riikka Niemeläinen","is_ca":true},{"name":"Mark Hall","is_ca":true},{"name":"Geoff Bostick","is_ca":true},{"name":"Cary A. Brown","is_ca":true},{"name":"Marguerite Wieler","is_ca":true},{"name":"Douglas P. Gross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01864974001138633,"gpt":0.3384529416587292,"spread":0.3198032016473429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001669034,0.0002795229,0.00051276,0.0006915565,0.0006796261,0.00006171736,0.0002064722,0.000122493,0.00002752939],"category_scores_gemma":[0.01829262,0.0002650964,0.0002161929,0.0009851361,0.0002812422,0.0002180555,0.0002926934,0.0003465901,0.000005108814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060276,"about_ca_system_score_gemma":0.0002242681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236763,"about_ca_topic_score_gemma":0.00001761607,"domain_scores_codex":[0.9973737,0.0002715315,0.0004929469,0.0008385422,0.0007051193,0.0003181561],"domain_scores_gemma":[0.9931407,0.005754646,0.0001949253,0.000492561,0.000296327,0.0001208666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001669275,0.0006644375,0.9832566,0.0002105652,0.0001529747,0.00001463853,0.002967577,0.00005613238,0.0002806813,0.0008394287,0.003620166,0.006267526],"study_design_scores_gemma":[0.002407998,0.007936772,0.9438877,0.00009613506,0.0001346143,0.00000525793,0.04163549,0.0000820185,0.00003650606,0.001776559,0.001726071,0.0002748661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633442,0.00009248938,0.003522659,0.01932948,0.0002244158,0.01241951,0.00005621794,0.0009444722,0.00006656544],"genre_scores_gemma":[0.9614013,8.676676e-7,0.02337604,0.0003879189,0.00002604084,0.01452298,0.00009654868,0.00003524167,0.0001530461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03936888,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097162570","doi":"10.2196/22620","title":"Virtual Reality in Pain Rehabilitation for Youth With Chronic Pain: Pilot Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"MAYDAY Fund","keywords":"Virtual reality; Physical therapy; Rehabilitation; Context (archaeology); Medicine; Chronic pain; Focus group; Intervention (counseling); Pain management; Occupational therapy; Physical medicine and rehabilitation; Nursing; Computer science","authors":[{"name":"Anya Griffin","is_ca":false},{"name":"Luke Wilson","is_ca":false},{"name":"Amanda B. Feinstein","is_ca":false},{"name":"Adeline Bortz","is_ca":false},{"name":"Marissa Heirich","is_ca":false},{"name":"Rachel Gilkerson","is_ca":false},{"name":"Jenny FM Wagner","is_ca":false},{"name":"Maria Menendez","is_ca":false},{"name":"Thomas J. Caruso","is_ca":false},{"name":"Samuel Rodríguez","is_ca":false},{"name":"Srinivas Naidu","is_ca":false},{"name":"Brenda Golianu","is_ca":false},{"name":"Laura E. Simons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04519445731083728,"gpt":0.3250956652057821,"spread":0.2799012078949449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003953397,0.0002670685,0.0005031149,0.0003237246,0.0001005989,0.00003091431,0.0001459349,0.0001345223,0.000003723055],"category_scores_gemma":[0.01706115,0.0002213134,0.00007180748,0.000850081,0.0005079954,0.0001878359,0.0001000465,0.0002983386,0.000001081668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637737,"about_ca_system_score_gemma":0.00009669369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004471502,"about_ca_topic_score_gemma":0.0001381591,"domain_scores_codex":[0.9973601,0.0006838717,0.0005362662,0.0008252779,0.0003091868,0.0002853681],"domain_scores_gemma":[0.9961289,0.002934325,0.000194063,0.0004488006,0.0002256139,0.00006836886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001866802,0.001365745,0.9464079,0.0007113622,0.00004045904,0.000004103152,0.002679161,0.0000107235,0.0002021227,0.0005855432,0.001317615,0.04480848],"study_design_scores_gemma":[0.003301952,0.05872826,0.8693544,0.0001561612,0.0000636101,2.996063e-7,0.06481257,0.001419481,0.00002094701,0.001639623,0.0002472424,0.0002554322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198644,0.00009961466,0.03888541,0.02810617,0.00001302479,0.01089509,0.0000385423,0.002007392,0.00009040703],"genre_scores_gemma":[0.9844462,0.00001060159,0.01264481,0.0002261536,0.00003117613,0.002560585,0.00004489231,0.00002424743,0.00001132528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07705346,"threshold_uncertainty_score":0.9912186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110173487","doi":"10.2196/18860","title":"Exploring Attitudes and Experiences of People With Knee Osteoarthritis Toward a Self-Directed eHealth Intervention to Support Exercise: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"eHealth; Intervention (counseling); Randomized controlled trial; Physical therapy; Medicine; Osteoarthritis; Qualitative research; Psychology; Health care; Nursing; Alternative medicine","authors":[{"name":"Rachel K Nelligan","is_ca":false},{"name":"Rana S. Hinman","is_ca":false},{"name":"Pek Ling Teo","is_ca":false},{"name":"Kim L. Bennell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04466504687641096,"gpt":0.3410773407064225,"spread":0.2964122938300116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000150556,0.0001771086,0.0004505369,0.0001870439,0.00008000734,0.0000232853,0.00004530597,0.00005298228,0.00001207036],"category_scores_gemma":[0.0002970859,0.0001403192,0.00004271826,0.0004290187,0.0001646628,0.000239017,0.00008038542,0.00009927571,0.000002259751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003662932,"about_ca_system_score_gemma":0.00003080168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002127254,"about_ca_topic_score_gemma":0.00005260863,"domain_scores_codex":[0.9988255,0.00007765357,0.000308338,0.0004116116,0.0002184387,0.0001584841],"domain_scores_gemma":[0.9993209,0.0001709832,0.0001186973,0.000126992,0.0001692273,0.00009317314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001054137,0.0006741997,0.04659079,0.0005902777,0.00005174625,0.00001261359,0.7522681,1.011706e-7,0.0004268402,0.00017231,0.0000233925,0.1981355],"study_design_scores_gemma":[0.002858,0.05947969,0.108523,0.000467965,0.00005075993,0.000004862427,0.8269709,0.000003537345,0.001462859,0.00002906435,0.00002004032,0.0001293454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949167,0.0002563566,0.00004151945,0.001355424,0.00002782913,0.002425903,0.00001159666,0.0009330008,0.00003160969],"genre_scores_gemma":[0.9858204,0.00003142993,0.01103073,0.00001667913,0.00000627247,0.003056955,0.00001019104,0.00001324086,0.00001408091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980062,"threshold_uncertainty_score":0.5722051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2233934372","doi":"10.2196/rehab.5079","title":"A Personalized Self-Management Rehabilitation System with an Intelligent Shoe for Stroke Survivors: A Realist Evaluation","year":2016,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care Yorkshire and Humber; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research","keywords":"Context (archaeology); Rehabilitation; Physical medicine and rehabilitation; Intervention (counseling); Psychology; Adaptation (eye); Quality of life (healthcare); Stroke (engine); Applied psychology; Process management; Knowledge management; Physical therapy; Computer science; Medicine; Psychotherapist; Engineering; Psychiatry","authors":[{"name":"Sue Mawson","is_ca":false},{"name":"Nasrin Nasr","is_ca":false},{"name":"Jack Parker","is_ca":false},{"name":"Richard Davies","is_ca":false},{"name":"Huiru Zheng","is_ca":false},{"name":"Gail Mountain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01980205828541856,"gpt":0.3118399541346411,"spread":0.2920378958492225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190354,0.0003004438,0.0004617148,0.0006038017,0.0001950663,0.00005052542,0.0001062535,0.0002133557,0.00001788017],"category_scores_gemma":[0.001484049,0.000183994,0.0001771983,0.0003649869,0.0006421508,0.0003246326,0.00004095097,0.0001066432,0.000006914015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007764461,"about_ca_system_score_gemma":0.0001011886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001834595,"about_ca_topic_score_gemma":0.00005005422,"domain_scores_codex":[0.9976038,0.0002332711,0.0005218101,0.0007667689,0.0005784196,0.0002958803],"domain_scores_gemma":[0.9960988,0.002134809,0.0002419692,0.000504666,0.0009214597,0.00009834841],"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":[0.006492707,0.001672258,0.1800014,0.004679235,0.0006844595,0.000005654107,0.00460714,0.00001017575,0.002982114,0.1726233,0.001146021,0.6250955],"study_design_scores_gemma":[0.0155881,0.02414073,0.6987748,0.003466325,0.0007704551,0.00004857052,0.2270743,0.004035316,0.0007603213,0.004824574,0.01953206,0.0009844163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528009,0.0002357206,0.02327724,0.01172258,0.0001632071,0.008808486,0.000132747,0.001925938,0.0009332324],"genre_scores_gemma":[0.9106493,0.0000446722,0.08372647,0.00003221379,0.00003172342,0.005098553,0.00004262901,0.00003466571,0.0003397747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6241111,"threshold_uncertainty_score":0.7503058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220652351","doi":"10.2196/33157","title":"Remote Assessments of Hand Function in Neurological Disorders: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Physical medicine and rehabilitation; CINAHL; Physical therapy; Telerehabilitation; Intervention (counseling); MEDLINE; Amyotrophic lateral sclerosis; Neurology; Telemedicine; Disease; Psychological intervention; Health care; Pathology; Psychiatry","authors":[{"name":"Arpita Gopal","is_ca":false},{"name":"Wan‐Yu Hsu","is_ca":false},{"name":"Diane D. Allen","is_ca":false},{"name":"Riley Bove","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03632619869391145,"gpt":0.3628659984321561,"spread":0.3265397997382446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005573099,0.0003238921,0.002310136,0.0004785865,0.00007142487,0.00001307775,0.0001372199,0.0002607503,0.00008042617],"category_scores_gemma":[0.002622535,0.0002297914,0.0003510807,0.0007559432,0.0003441848,0.00006777541,0.0001626022,0.0005415496,0.000002907389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007692757,"about_ca_system_score_gemma":0.00007697409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000945372,"about_ca_topic_score_gemma":0.00001383981,"domain_scores_codex":[0.9976575,0.0003569546,0.001014837,0.0005007636,0.0002930196,0.0001768599],"domain_scores_gemma":[0.9978833,0.001001606,0.0006252237,0.0004232224,0.00004166154,0.00002494248],"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":[0.00002137067,0.0001561608,0.0003137566,0.5759284,0.00006311761,0.000001809646,0.00001204879,3.311327e-8,2.08105e-7,0.0002396774,0.00008593624,0.4231774],"study_design_scores_gemma":[0.001031318,0.004352033,0.004512472,0.6131454,0.002643864,0.00001486637,0.001761707,0.00001735695,1.484648e-7,0.001935759,0.3701122,0.0004729253],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001017429,0.9918999,0.00005092415,0.0006269227,0.00005318162,0.006685184,0.00001923676,0.0001607275,0.000402149],"genre_scores_gemma":[0.0004036527,0.9974658,0.0003215815,0.0000967587,0.000002950261,0.001479733,0.00010185,0.00002075866,0.0001068542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4227045,"threshold_uncertainty_score":0.937062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283204012","doi":"10.2196/36505","title":"Use of a Social Robot (LOVOT) for Persons With Dementia: Exploratory Study","year":2022,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dementia; Exploratory research; Psychology; Robot; Gerontology; Applied psychology; Computer science; Physical medicine and rehabilitation; Medicine; Sociology; Artificial intelligence; Social science; Disease","authors":[{"name":"Birthe Dinesen","is_ca":false},{"name":"Helle Kidde Hansen","is_ca":false},{"name":"Gry Bruun Grønborg","is_ca":false},{"name":"Anne‐Kirstine Dyrvig","is_ca":false},{"name":"Sofie Dalskov Leisted","is_ca":false},{"name":"Henrik Stenstrup","is_ca":false},{"name":"Cathrine Skov Schacksen","is_ca":false},{"name":"Claus Ugilt Oestergaard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06202513575351207,"gpt":0.3696726166996356,"spread":0.3076474809461236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001694554,0.0001084132,0.0001966842,0.0002030126,0.0004110391,0.00002054352,0.00009065235,0.00005803528,0.0001706612],"category_scores_gemma":[0.0001938548,0.00009852993,0.00006585966,0.000266078,0.0002825159,0.0001112839,0.00007928017,0.0001744822,0.000002045065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006431521,"about_ca_system_score_gemma":0.0000240211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001920765,"about_ca_topic_score_gemma":0.00004961178,"domain_scores_codex":[0.9991013,0.000145716,0.0001966274,0.0002761255,0.0001450617,0.0001352001],"domain_scores_gemma":[0.9989846,0.0005742944,0.0001758821,0.0001359217,0.0001165349,0.0000127663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004197993,0.007927738,0.4941643,0.0001438235,0.001813693,0.00001210226,0.2146521,0.00006706054,0.002016631,0.1133985,0.06976318,0.09184296],"study_design_scores_gemma":[0.001025685,0.003067042,0.336638,0.000005142793,0.00005664457,0.000001327865,0.6421526,0.00001034092,0.00002231412,0.0003160275,0.01657595,0.0001288917],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924623,0.00007608078,0.001168305,0.003520737,0.0001855823,0.001761814,0.00008581532,0.0004034952,0.0003358223],"genre_scores_gemma":[0.9934734,4.838039e-7,0.001789938,0.00004429206,0.00001038524,0.004271162,0.000008347114,0.00001387732,0.0003881623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4275005,"threshold_uncertainty_score":0.4017934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916703803","doi":"10.2196/13233","title":"Video Remote Interpreting Technology in Health Care: Cross-Sectional Study of Deaf Patients’ Experiences","year":2019,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"American Sign Language; Health care; Interpreter; Medicine; Patient satisfaction; Sign language; Patient portal; Nursing; Family medicine; Medical education; Computer science","authors":[{"name":"Poorna Kushalnagar","is_ca":false},{"name":"Raylene Paludneviciene","is_ca":false},{"name":"Raja Kushalnagar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02593118392261003,"gpt":0.4298526896015586,"spread":0.4039215056789486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007550613,0.0001522152,0.0003505355,0.0006007975,0.0004031273,0.00001131662,0.0003258291,0.0003059026,0.00003199405],"category_scores_gemma":[0.002517632,0.0001357614,0.00003690904,0.0006054707,0.0003754154,0.0001136385,0.000356185,0.0007592221,0.00001274484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943666,"about_ca_system_score_gemma":0.0001351384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000508421,"about_ca_topic_score_gemma":0.0001918648,"domain_scores_codex":[0.9973387,0.0005990625,0.001107497,0.0004375298,0.0002153583,0.0003019024],"domain_scores_gemma":[0.996722,0.00158721,0.0005939075,0.0005274089,0.0005444785,0.00002495749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009990573,0.0001295908,0.9251208,0.0003650736,0.000005529489,8.701501e-8,0.06194978,0.000003356124,0.00001446465,0.001423436,0.00002745148,0.01086057],"study_design_scores_gemma":[0.0005250745,0.001186659,0.5647368,0.0003766429,5.301682e-7,1.337582e-7,0.4321958,0.00004659785,0.000009594322,0.0006397413,0.0002119179,0.00007056617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940828,0.0002992678,0.00002857018,0.001968342,0.0002460655,0.002275671,0.000008461735,0.0004027088,0.0006881101],"genre_scores_gemma":[0.9971416,0.00001446533,0.001812079,0.00006891038,0.000005197773,0.0008875635,0.000007882892,0.00001254189,0.0000497834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.370246,"threshold_uncertainty_score":0.553619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203023905","doi":"10.2196/30337","title":"User-Centered Design of Companion Robot Pets Involving Care Home Resident-Robot Interactions and Focus Groups With Residents, Staff, and Family: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Focus group; Loneliness; Robot; Stakeholder; Nursing; Applied psychology; Qualitative research; Psychology; Medicine; Computer science; Social psychology; Artificial intelligence; Business; Public relations; Marketing","authors":[{"name":"Hannah Bradwell","is_ca":false},{"name":"Katie Edwards","is_ca":false},{"name":"Deborah Shenton","is_ca":false},{"name":"Rhona Winnington","is_ca":false},{"name":"Serge Thill","is_ca":false},{"name":"Ray Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0544858723744264,"gpt":0.3914707609409955,"spread":0.3369848885665691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000255783,0.0002477797,0.0004471903,0.0003471996,0.0002709585,0.000104569,0.000100941,0.0001360619,0.00003497121],"category_scores_gemma":[0.0005934787,0.0002237926,0.00004660928,0.0003875629,0.0005705296,0.0003250469,0.0001614378,0.0003299918,0.000003474229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175871,"about_ca_system_score_gemma":0.00004491366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003915073,"about_ca_topic_score_gemma":0.0009965999,"domain_scores_codex":[0.9977031,0.0008010765,0.0004533324,0.0006066777,0.0002229288,0.0002128789],"domain_scores_gemma":[0.9969511,0.001887405,0.0003130929,0.0002962984,0.0005002544,0.0000518292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001946571,0.002258989,0.2902676,0.0003556989,0.0008199495,0.00007371733,0.6438673,0.00003259232,0.01037017,0.02062243,0.002069521,0.02731541],"study_design_scores_gemma":[0.001013807,0.001132122,0.4405593,0.0001568236,0.00003646504,0.000007858731,0.5559438,0.000006932503,0.0001292538,0.0008346157,0.00003909122,0.0001399343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913453,0.001849518,0.003787181,0.001236684,0.0001734542,0.001084244,0.00003155723,0.0002832558,0.0002087561],"genre_scores_gemma":[0.9942518,0.00009922488,0.005045515,0.00001636069,0.00001192975,0.0003373603,0.00001492235,0.00002386432,0.0001989641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502917,"threshold_uncertainty_score":0.9125998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588196152","doi":"10.2196/rehab.6761","title":"Design and Development of a Telerehabilitation Platform for Patients With Phantom Limb Pain: A User-Centered Approach","year":2017,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Pain Management and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Commission","keywords":"Telerehabilitation; Phantom limb; Phantom limb pain; Phantom pain; Physical medicine and rehabilitation; Amputation; Medicine; Neuroplasticity; Psychological intervention; Imaging phantom; Rehabilitation; Physical therapy; Telemedicine; Surgery; Health care","authors":[{"name":"Andreas Rothgangel","is_ca":false},{"name":"Susy Braun","is_ca":false},{"name":"Rob Smeets","is_ca":false},{"name":"Anna Beurskens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03594350624920541,"gpt":0.2907977118522492,"spread":0.2548542056030438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004103843,0.000153428,0.0002579594,0.00016783,0.0002576671,0.00003603917,0.00006967251,0.00007992965,8.70775e-7],"category_scores_gemma":[0.0009306949,0.0001067517,0.0000292016,0.00005282711,0.0004008331,0.0001678131,0.00005778234,0.0000502485,3.244091e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006502474,"about_ca_system_score_gemma":0.00003899315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001823874,"about_ca_topic_score_gemma":0.000002101681,"domain_scores_codex":[0.9991622,0.00002760659,0.0002254705,0.0002979729,0.0001475082,0.0001392413],"domain_scores_gemma":[0.9987549,0.0005431524,0.0002238451,0.0002605325,0.0001896892,0.00002789142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001252572,0.001098286,0.6274756,0.0007626591,0.0001569055,3.58628e-7,0.0009906131,7.680324e-7,0.0001049012,0.0008412293,0.00009154821,0.3672246],"study_design_scores_gemma":[0.004761277,0.003733739,0.984955,0.0001990942,0.0000462487,2.739181e-7,0.004254972,0.0003353444,0.0002491866,0.0005041049,0.0008336582,0.0001271058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247184,0.00005973676,0.07051839,0.000721609,0.00001042015,0.003712805,0.000006495562,0.0001509471,0.0001012417],"genre_scores_gemma":[0.6932026,0.000005224505,0.3058923,0.000006596352,0.000001835341,0.0008422146,0.00001972604,0.000007723503,0.00002176946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670975,"threshold_uncertainty_score":0.4353209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2177965535","doi":"10.2196/rehab.3151","title":"THERAPIST: Towards an Autonomous Socially Interactive Robot for Motor and Neurorehabilitation Therapies for Children","year":2014,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Neurorehabilitation; Human–computer interaction; Limiting; Computer science; Robot; Rehabilitation; Psychology; Physical medicine and rehabilitation; Action (physics); Artificial intelligence; Medicine; Neuroscience; Engineering","authors":[{"name":"Luis V. Calderita","is_ca":false},{"name":"Luis J. Manso","is_ca":false},{"name":"Pablo Bustos","is_ca":false},{"name":"Cristina Suárez-Mejías","is_ca":false},{"name":"Fernando Fernández","is_ca":false},{"name":"Antonio Bandera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02083090240048721,"gpt":0.3596069896387029,"spread":0.3387760872382157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003741753,0.0002278723,0.0003066933,0.0002132871,0.0003308455,0.0001034103,0.0001356875,0.0002424749,0.00002804284],"category_scores_gemma":[0.001409187,0.0002042151,0.0001261537,0.0001091055,0.0005400117,0.0002843345,0.00003444272,0.0001635594,0.000003535942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007465878,"about_ca_system_score_gemma":0.00003101239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004611513,"about_ca_topic_score_gemma":0.00004289164,"domain_scores_codex":[0.9986299,0.0001797887,0.000307038,0.0005564951,0.00009047602,0.0002362918],"domain_scores_gemma":[0.9971116,0.002132479,0.0002146896,0.0002235808,0.000275535,0.00004214825],"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":[0.0009180601,0.0003726164,0.01467026,0.00005810406,0.0001602013,7.923511e-8,0.01731505,0.000002201953,0.002265314,0.1485809,0.0008424431,0.8148148],"study_design_scores_gemma":[0.001496148,0.004055368,0.9021908,0.00002272109,0.00002830503,0.00000226417,0.03210857,0.0002521933,0.00009375736,0.0545829,0.00489432,0.0002726729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361839,0.000301702,0.03429849,0.02156496,0.0006350856,0.004687529,0.0001591006,0.001313882,0.0008552928],"genre_scores_gemma":[0.9736327,0.000009868665,0.02239438,0.0002405347,0.00008932168,0.003293864,0.00004197788,0.00003411015,0.0002632484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8875205,"threshold_uncertainty_score":0.8327652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789892275","doi":"10.2196/rehab.8548","title":"Evolution of Cognitive Rehabilitation After Stroke From Traditional Techniques to Smart and Personalized Home-Based Information and Communication Technology Systems: Literature Review","year":2018,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Government of the United Kingdom","keywords":"Cognition; Rehabilitation; Stroke (engine); Human–computer interaction; Computer science; Medicine; Psychology; Physical medicine and rehabilitation; Neuroscience; Engineering","authors":[{"name":"José M. Cogollor","is_ca":false},{"name":"Javier Rojo Lacal","is_ca":false},{"name":"Joachim Hermsdörfer","is_ca":false},{"name":"Manuel Ferré","is_ca":false},{"name":"María Teresa Arredondo","is_ca":false},{"name":"Christos Giachritsis","is_ca":false},{"name":"Alan Armstrong","is_ca":false},{"name":"José Breñosa","is_ca":false},{"name":"Doris Anabelle Bautista Loza","is_ca":false},{"name":"J.M. Sebastián","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0167026020004216,"gpt":0.3085355639297988,"spread":0.2918329619293771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006663335,0.0005132679,0.001722315,0.002060651,0.0001388528,0.00007774252,0.000133888,0.0009370868,0.00001188936],"category_scores_gemma":[0.005603964,0.0004146584,0.000278557,0.00114998,0.001926143,0.0004668128,0.0001299976,0.0005581818,0.000006016359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375149,"about_ca_system_score_gemma":0.0002363347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646062,"about_ca_topic_score_gemma":0.000004625338,"domain_scores_codex":[0.9971272,0.000405832,0.001241684,0.0006274662,0.0003836114,0.0002142283],"domain_scores_gemma":[0.9936515,0.003767019,0.0007931632,0.0005097911,0.001186676,0.00009182021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005423152,0.0003136045,0.007985894,0.1106075,0.0003079783,0.000002048621,0.000746166,5.05885e-8,0.00001699858,0.003779233,0.001617167,0.8740811],"study_design_scores_gemma":[0.001985861,0.005710497,0.04782674,0.5376917,0.001716194,0.00008367578,0.009174068,0.00003696156,0.00001473275,0.002052471,0.3927278,0.0009793666],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008987295,0.9789216,0.0006122374,0.002889038,0.00007316913,0.006410335,0.00157499,0.0004728747,0.00005848714],"genre_scores_gemma":[0.01166793,0.9570512,0.02416999,0.00008785987,0.00003020724,0.005912146,0.001018642,0.00003437014,0.0000276579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8731017,"threshold_uncertainty_score":0.9998305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206903536","doi":"10.2196/33609","title":"An Investigation Into the Use of mHealth in Musculoskeletal Physiotherapy: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Northern Ireland Connected Health Innovation Centre; Ulster University; Invest Northern Ireland","keywords":"mHealth; Physical therapy; Medicine; Physical medicine and rehabilitation; Nursing; Psychological intervention","authors":[{"name":"Jonathon M R Agnew","is_ca":false},{"name":"Catherine E. Hanratty","is_ca":false},{"name":"Joseph G. McVeigh","is_ca":false},{"name":"Daniel Kerr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02880077845669442,"gpt":0.3662754222128245,"spread":0.3374746437561301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000319094,0.00009090213,0.0002524434,0.0001669269,0.0001195197,0.000007333965,0.00006659795,0.00003305869,0.0000170445],"category_scores_gemma":[0.0007440586,0.00006474143,0.00004859888,0.0005032963,0.0004538619,0.0001738438,0.00006807777,0.0001923129,6.770523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008985963,"about_ca_system_score_gemma":0.00007592645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009419734,"about_ca_topic_score_gemma":0.00009697111,"domain_scores_codex":[0.9990187,0.0001856526,0.0002954872,0.0002141157,0.0001888401,0.00009717706],"domain_scores_gemma":[0.9990357,0.0004659944,0.0001473013,0.0002771076,0.00005467501,0.00001923106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233835,0.000323296,0.7220522,0.008475302,0.00002339245,0.000002319077,0.005164366,0.0000616137,0.007663866,0.002361696,0.0003829146,0.2533657],"study_design_scores_gemma":[0.000590712,0.00159329,0.9832208,0.004526668,0.00001444638,0.000003677291,0.008590001,0.0001677411,0.0001494878,0.0006774156,0.0003703366,0.00009544007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732831,0.002902196,0.00002179266,0.02203933,0.00002238981,0.001562443,0.000003803315,0.0001602304,0.000004721686],"genre_scores_gemma":[0.9930406,0.00075022,0.005180396,0.0004039679,0.000003662145,0.0005834743,0.00001160642,0.000009252518,0.00001681475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611687,"threshold_uncertainty_score":0.2640079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792588894","doi":"10.2196/rehab.8158","title":"Participatory Design of an Online Self-Management Tool for Users With Spinal Cord Injury: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Saskatchewan; Queen's University; University of Toronto","funders":"University of Toronto; University of Western Sydney; University of New South Wales; Toronto Rehabilitation Institute; Royal Australian College of General Practitioners; Ontario Neurotrauma Foundation; Rick Hansen Institute","keywords":"Thematic analysis; Participatory design; Self-management; Qualitative research; Psychology; Work (physics); Citizen journalism; Medical education; Medicine; Nursing; Engineering; Computer science; Operations management; Sociology; World Wide Web","authors":[{"name":"Sonya Allin","is_ca":true},{"name":"John D. Shepherd","is_ca":true},{"name":"Jennifer R. Tomasone","is_ca":true},{"name":"Sarah Munce","is_ca":true},{"name":"Gary Linassi","is_ca":true},{"name":"Saima Hossain","is_ca":true},{"name":"Susan Jaglal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07816697992815759,"gpt":0.4118300490249039,"spread":0.3336630690967464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006996514,0.0001934602,0.0002554233,0.0004907767,0.0001924177,0.00004380092,0.0004137959,0.0001014814,0.000001844493],"category_scores_gemma":[0.0003761484,0.0001568735,0.00002416566,0.0006720374,0.0008809017,0.0006167949,0.0001680578,0.0001481304,0.000002411997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048834,"about_ca_system_score_gemma":0.0000349142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003540678,"about_ca_topic_score_gemma":0.00001207184,"domain_scores_codex":[0.9984528,0.0002186339,0.0003694929,0.0005425212,0.0002018641,0.0002146264],"domain_scores_gemma":[0.9979958,0.0004362504,0.0003151855,0.0005035695,0.0007331955,0.00001600414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.008303418,0.007721253,0.01004941,0.0003953025,0.0008300425,0.00001145186,0.05856258,0.00001508545,0.004451267,0.4825402,0.001078702,0.4260413],"study_design_scores_gemma":[0.00287355,0.1907782,0.2056071,0.0002892367,0.0001022649,0.000005227887,0.5500168,0.005731985,0.009644736,0.03330408,0.0008034723,0.000843361],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7611279,0.00000560234,0.2353637,0.0006749826,0.0000512386,0.001914129,0.00001196906,0.0008331518,0.0000172624],"genre_scores_gemma":[0.6935016,7.591748e-7,0.3055105,0.00002079852,0.000005951391,0.0009395266,0.000002347495,0.000007592653,0.00001094221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4914542,"threshold_uncertainty_score":0.6397114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216409176","doi":"10.2196/26612","title":"Digital Therapeutic Care and Decision Support Interventions for People With Low Back Pain: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Commission","keywords":"Psychological intervention; Multidisciplinary approach; Low back pain; Health care; Medicine; Digital health; Nursing; Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Political science","authors":[{"name":"Daniel Lewkowicz","is_ca":false},{"name":"Tamara Slosarek","is_ca":false},{"name":"Sarah Wernicke","is_ca":false},{"name":"Antonia Winne","is_ca":false},{"name":"Attila Wohlbrandt","is_ca":false},{"name":"Erwin P. Böttinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02430155105197799,"gpt":0.3576027858914518,"spread":0.3333012348394738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006489801,0.0004506699,0.002791399,0.0003334842,0.000124492,0.00009843476,0.0001078602,0.0003475879,0.00001916143],"category_scores_gemma":[0.004934068,0.0002724854,0.0008370393,0.0005296848,0.0003846395,0.0001450883,0.00008618677,0.0002768532,0.000008494098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581511,"about_ca_system_score_gemma":0.0001461196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.3505e-7,"about_ca_topic_score_gemma":0.000006549619,"domain_scores_codex":[0.9976806,0.0002060806,0.0009815063,0.0006714266,0.0002514028,0.0002089521],"domain_scores_gemma":[0.9944773,0.003922191,0.0004747069,0.0005455039,0.0005144309,0.00006582495],"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":[0.000007507273,0.00006564042,0.00007439408,0.5500771,0.0001130576,6.359585e-7,0.00006448092,9.123693e-9,1.081896e-7,0.0001173445,0.0002069715,0.4492727],"study_design_scores_gemma":[0.0004935726,0.003002787,0.0004819788,0.9584833,0.001235398,0.00002995469,0.006866537,0.000004153068,1.197266e-7,0.0001414921,0.02891826,0.0003424088],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002543047,0.9838955,0.003171806,0.0005184722,0.00003649211,0.0119275,0.00009791095,0.000226934,0.0000999072],"genre_scores_gemma":[0.0004220954,0.9843301,0.008140731,0.00005268649,0.00001146304,0.006162039,0.0006088875,0.00005172046,0.0002203311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4489303,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001587432","doi":"10.2196/14139","title":"Effectiveness of a Home-Based Rehabilitation Program After Total Hip Arthroplasty Driven by a Tablet App and Remote Coaching: Nonrandomized Controlled Trial Combining a Single-Arm Intervention Cohort With Historical Controls","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Anna Fonds|NOREF; Universitair Medisch Centrum Groningen","keywords":"Medicine; Physical therapy; Rehabilitation; Coaching; Intervention (counseling); Randomized controlled trial; Observational study; Physical medicine and rehabilitation; Surgery; Nursing; Psychology","authors":[{"name":"Annet Wijnen","is_ca":false},{"name":"Jildou Hoogland","is_ca":false},{"name":"Tjerk Munsterman","is_ca":false},{"name":"Carina LE Gerritsma","is_ca":false},{"name":"B.W. Dijkstra","is_ca":false},{"name":"Wierd P Zijlstra","is_ca":false},{"name":"J. Dekker","is_ca":false},{"name":"Janneke Annegarn","is_ca":false},{"name":"Francisco Ibarra","is_ca":false},{"name":"Geranda Slager","is_ca":false},{"name":"Wiebren Zijlstra","is_ca":false},{"name":"Martin Stevens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007552606739146602,"gpt":0.257657019138338,"spread":0.2501044123991914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000771548,0.0003471008,0.001515519,0.00023381,0.0000925901,0.00004981783,0.00005253788,0.0002081131,0.00000816281],"category_scores_gemma":[0.005945184,0.0002605869,0.0002616159,0.0003379841,0.0008906606,0.0001894322,0.00006194485,0.0003341757,0.000001218065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822053,"about_ca_system_score_gemma":0.00006352546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002317385,"about_ca_topic_score_gemma":0.000005281347,"domain_scores_codex":[0.9973693,0.0006067358,0.0007504871,0.0006374967,0.0003832616,0.0002526774],"domain_scores_gemma":[0.9940215,0.004891828,0.0004571758,0.0002236994,0.0002967699,0.0001089768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7771574,0.004135075,0.1823954,0.001695755,0.0004672965,0.00001190677,0.0006548507,0.00001490428,0.006796708,0.0000772534,0.00008142954,0.02651201],"study_design_scores_gemma":[0.6532981,0.087594,0.2501372,0.001364084,0.0004665752,0.00001361581,0.002263649,0.003721682,0.000362912,0.0001337866,0.0002262214,0.0004181954],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761653,0.0003382324,0.005879925,0.00429806,0.00008729489,0.01249295,0.00002611426,0.0006900596,0.00002206554],"genre_scores_gemma":[0.9827892,0.000004539087,0.01405587,0.00002945446,0.0000135828,0.003021888,0.0000354759,0.00003191905,0.00001812229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238593,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2938562517","doi":"10.2196/13163","title":"Therapist-Guided Tablet-Based Telerehabilitation for Patients With Aphasia: Proof-of-Concept and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Inselspital, Universitätsspital Bern; Gottfried und Julia Bangerter-Rhyner-Stiftung; University of Bern","keywords":"Telerehabilitation; Usability; Proof of concept; Aphasia; Computer science; Assistive technology; Physical medicine and rehabilitation; Psychology; Human–computer interaction; Medicine; Telemedicine; Cognitive psychology; Health care","authors":[{"name":"Stephan M. Gerber","is_ca":false},{"name":"Narayan Schütz","is_ca":false},{"name":"Arif Sinan Uslu","is_ca":false},{"name":"Nadine Schmidt","is_ca":false},{"name":"Carina Röthlisberger","is_ca":false},{"name":"Patric Wyss","is_ca":false},{"name":"Sandra Perny","is_ca":false},{"name":"Corina Wyss","is_ca":false},{"name":"Monica Koenig‐Bruhin","is_ca":false},{"name":"Prabitha Urwyler","is_ca":false},{"name":"Thomas Nyffeler","is_ca":false},{"name":"Laura Marchal–Crespo","is_ca":false},{"name":"Urs P. Mosimann","is_ca":false},{"name":"René M. Müri","is_ca":false},{"name":"Tobias Nef","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01798878852180343,"gpt":0.2989456798713881,"spread":0.2809568913495847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002782933,0.0002012961,0.0003261845,0.0001653412,0.0001245404,0.00002690139,0.0001438468,0.0001170535,0.000008411091],"category_scores_gemma":[0.002609667,0.0001405235,0.0000472755,0.0002804037,0.001031658,0.0001825051,0.00005265601,0.0001286359,5.781961e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003050073,"about_ca_system_score_gemma":0.00003577777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000683613,"about_ca_topic_score_gemma":0.000005810267,"domain_scores_codex":[0.9984367,0.0001776492,0.0003344552,0.0006873447,0.0001704309,0.0001933777],"domain_scores_gemma":[0.9965231,0.002674189,0.0002222652,0.0003379922,0.000219121,0.00002335218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006616198,0.002366323,0.8906344,0.0003843905,0.00002185591,0.000002767032,0.003377498,0.00002114035,0.02066736,0.0006352935,0.00005196797,0.08117536],"study_design_scores_gemma":[0.007923851,0.02343367,0.8787895,0.0001290029,0.00004028116,0.000005254039,0.01638403,0.0001699525,0.0683519,0.003920217,0.000298285,0.0005540207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936762,0.00003949367,0.0001896462,0.0008300603,0.00004905416,0.004905789,0.00005713655,0.0002182871,0.00003426041],"genre_scores_gemma":[0.996067,5.446616e-7,0.003247576,0.0000596451,0.000004118338,0.0005818718,0.000006496497,0.00001381492,0.00001896538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08062134,"threshold_uncertainty_score":0.5730381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897893198","doi":"10.2196/10099","title":"Patient-Reported Outcome of Physical Therapy in Amyotrophic Lateral Sclerosis: Observational Online Study","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Amyotrophic lateral sclerosis; Physical therapy; Observational study; Medicine; Rating scale; Physical medicine and rehabilitation; Internal medicine; Disease; Psychology","authors":[{"name":"Robert Meyer","is_ca":false},{"name":"Susanne Spittel","is_ca":false},{"name":"Laura Steinfurth","is_ca":false},{"name":"Andreas Funke","is_ca":false},{"name":"Dagmar Kettemann","is_ca":false},{"name":"Christoph Münch","is_ca":false},{"name":"Thomas Meyer","is_ca":false},{"name":"André Maier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09838379062878394,"gpt":0.3757576867221924,"spread":0.2773738960934085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000192831,0.0001741848,0.0004282882,0.0003293829,0.00006406879,0.00001477017,0.00009369997,0.0001023127,0.00001967705],"category_scores_gemma":[0.0009380254,0.0001231739,0.00007596968,0.0006471215,0.0008307112,0.0001376827,0.0001137157,0.0002727393,0.00000365267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009986614,"about_ca_system_score_gemma":0.00004018245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007136185,"about_ca_topic_score_gemma":0.00002879558,"domain_scores_codex":[0.9983218,0.00009585798,0.0005395091,0.0003932616,0.000433392,0.0002161479],"domain_scores_gemma":[0.9987748,0.0002614855,0.0001726618,0.0003217899,0.0004315034,0.00003781723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004584803,0.00217337,0.9365584,0.00002715874,0.00004784165,0.000005641733,0.001073624,0.000001237901,0.02344274,0.0001566667,0.00005443185,0.03600047],"study_design_scores_gemma":[0.002122298,0.008285086,0.9849746,0.0001335245,0.000009081624,0.000001794491,0.003016442,0.0002951034,0.0004235834,0.000558605,0.00006668716,0.0001132009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923845,0.0000395586,0.000005069043,0.005797108,0.00002484409,0.001504609,0.00001455703,0.0002024752,0.00002727563],"genre_scores_gemma":[0.9981394,0.00001687135,0.001374682,0.00009781063,0.00002085988,0.0002964597,0.00001590691,0.0000149513,0.00002298887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04841625,"threshold_uncertainty_score":0.5022886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135586418","doi":"10.2196/21374","title":"Adherence Patterns and Dose Response of Physiotherapy for Rotator Cuff Pathology: Longitudinal Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Medicine; Rotator cuff; Physical therapy; Rehabilitation; Prospective cohort study; Cohort; Cohort study; Physical medicine and rehabilitation; Surgery; Internal medicine","authors":[{"name":"David Burns","is_ca":true},{"name":"Philip J. Boyer","is_ca":true},{"name":"Helen Razmjou","is_ca":true},{"name":"Robin R. Richards","is_ca":true},{"name":"Cari Whyne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03246126685851351,"gpt":0.3710381121605946,"spread":0.338576845302081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890497,0.0001335449,0.0003282469,0.00007954172,0.00006082627,0.000008904372,0.00004304628,0.00008066457,0.000007171074],"category_scores_gemma":[0.00077154,0.0001006684,0.00004875209,0.0001308337,0.0003015132,0.00005228825,0.00003948202,0.00008620278,7.417199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002377016,"about_ca_system_score_gemma":0.0000248614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006705296,"about_ca_topic_score_gemma":0.000003167811,"domain_scores_codex":[0.999146,0.00006957558,0.0002083689,0.0003684908,0.0001044814,0.0001030206],"domain_scores_gemma":[0.998995,0.0005898973,0.0000977195,0.0001731837,0.0001078556,0.00003634943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00389976,0.0005110712,0.9697562,0.0001523319,0.00009690783,0.00001090042,0.001204928,1.232456e-7,0.006577567,0.0001837443,0.00007865803,0.01752781],"study_design_scores_gemma":[0.00239673,0.01399159,0.9660023,0.00004580565,0.00008423154,0.00000430322,0.01127499,0.00001680377,0.005620492,0.0004169662,0.00005919614,0.00008657734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927367,0.0001565,0.0002514119,0.003943411,0.00001512424,0.002641745,0.00005564603,0.0001924876,0.000006987011],"genre_scores_gemma":[0.9960827,0.00003013231,0.0026396,0.00005721347,0.000007541691,0.001151069,0.000005985254,0.000009478083,0.00001629292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01744124,"threshold_uncertainty_score":0.4105139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888523109","doi":"10.2196/11023","title":"Walking With a Robotic Exoskeleton Does Not Mimic Natural Gait: A Within-Subjects Study","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Exoskeleton; Physical medicine and rehabilitation; Gait; Ankle; Electromyography; Kinematics; STRIDE; Gait analysis; Swing; Range of motion; Medicine; Physical therapy; Anatomy; Engineering","authors":[{"name":"Chad Swank","is_ca":false},{"name":"Sharon Wang‐Price","is_ca":false},{"name":"Fan Gao","is_ca":false},{"name":"Sattam Almutairi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007324161830101135,"gpt":0.2445816199107505,"spread":0.2372574580806494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002239219,0.0002724918,0.0002905947,0.0002956214,0.0002075801,0.00008901762,0.0001637478,0.0001284111,0.000004874154],"category_scores_gemma":[0.0004043602,0.000176289,0.00004656902,0.0004296796,0.0007712957,0.0001800389,0.00007428024,0.000292291,0.000009885034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009667096,"about_ca_system_score_gemma":0.0000204508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004747506,"about_ca_topic_score_gemma":0.00009558551,"domain_scores_codex":[0.9987212,0.0000528049,0.000322292,0.0003983438,0.0002343255,0.0002709853],"domain_scores_gemma":[0.9989151,0.0004071633,0.00008615442,0.0003386601,0.0002140865,0.000038866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354278,0.003249097,0.3845605,0.003346429,0.001353382,0.00008596499,0.1046542,0.01600877,0.134443,0.03736055,0.00133272,0.3122512],"study_design_scores_gemma":[0.002563195,0.007039161,0.8458333,0.000515566,0.0001081331,0.00002202611,0.0980157,0.02800756,0.01058649,0.005667082,0.0003533025,0.001288452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941511,0.0001278142,0.001407474,0.001038434,0.0002753368,0.001131424,0.000005697932,0.001694459,0.0001682932],"genre_scores_gemma":[0.980115,0.00000799477,0.01945172,0.00002220795,0.00002497591,0.0002734241,0.000002831865,0.00003483306,0.00006701797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4612728,"threshold_uncertainty_score":0.7188857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808812424","doi":"10.2196/rehab.9219","title":"Adoption of Stroke Rehabilitation Technologies by the User Community: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Rehabilitation; Stakeholder; Emerging technologies; Usability; Business; Knowledge management; Medicine; Process management; Computer science; Public relations; Political science; Physical therapy; Human–computer interaction","authors":[{"name":"Andrew Kerr","is_ca":false},{"name":"Mark Smith","is_ca":false},{"name":"Lynn Reid","is_ca":false},{"name":"Lynne Baillie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02480186899781936,"gpt":0.3511760379610024,"spread":0.3263741689631831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001611162,0.0002909742,0.0005522734,0.0005459288,0.0004691058,0.00003842115,0.000255525,0.0002982175,0.00001343054],"category_scores_gemma":[0.008145028,0.000193956,0.0001749048,0.0008489877,0.004391711,0.0002570643,0.0001986695,0.000638611,0.00001544579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554003,"about_ca_system_score_gemma":0.00005965703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006718831,"about_ca_topic_score_gemma":0.00004733011,"domain_scores_codex":[0.9973245,0.0008341009,0.0007032369,0.0004261296,0.000453482,0.0002586078],"domain_scores_gemma":[0.9921235,0.005788987,0.0003782597,0.0008216999,0.0008537092,0.00003379038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001903108,0.005900042,0.5497147,0.0009619289,0.0005969819,0.000001648835,0.1752645,0.00000139975,0.03789131,0.01391651,0.01871195,0.1951359],"study_design_scores_gemma":[0.001212459,0.0097319,0.2946332,0.0001472455,0.0000651192,0.000004174465,0.6872005,0.0000185081,0.00108485,0.002587636,0.003153585,0.0001608728],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818975,0.000367615,0.000399369,0.01280531,0.0001107964,0.00277038,0.00008984981,0.001005705,0.0005534897],"genre_scores_gemma":[0.9918338,0.00003524449,0.006869105,0.00004450071,0.00001527682,0.0007815961,0.00003222383,0.00002377106,0.0003645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5119359,"threshold_uncertainty_score":0.9983178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041856132","doi":"10.2196/18729","title":"Usability and Acceptability of an App (SELFBACK) to Support Self-Management of Low Back Pain: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Commission","keywords":"Usability; Self-management; Smartphone app; Flexibility (engineering); Medicine; Physical therapy; Psychology; Computer science; World Wide Web; Human–computer interaction; Artificial intelligence","authors":[{"name":"Anne Lovise Nordstoga","is_ca":false},{"name":"Kerstin Bach","is_ca":false},{"name":"Sadiq Sani","is_ca":false},{"name":"Nirmalie Wiratunga","is_ca":false},{"name":"Paul Jarle Mork","is_ca":false},{"name":"Morten Villumsen","is_ca":false},{"name":"Kay Cooper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01941826428732982,"gpt":0.3580604927677563,"spread":0.3386422284804265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002515035,0.0002410425,0.0006814024,0.0001790775,0.00006090974,0.00001375447,0.0001412685,0.000158419,0.00007176371],"category_scores_gemma":[0.002828489,0.0001930528,0.0001190526,0.0006937452,0.0006841896,0.0001580308,0.0002276317,0.0001783239,0.000002955421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006228263,"about_ca_system_score_gemma":0.0000348965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009893257,"about_ca_topic_score_gemma":0.000006016947,"domain_scores_codex":[0.9973027,0.0007282395,0.0007593996,0.0007195899,0.0002995055,0.0001906367],"domain_scores_gemma":[0.9976615,0.001116693,0.0002107794,0.0005471942,0.0003165444,0.0001472301],"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":[0.0005444407,0.002700204,0.3653396,0.01197387,0.0001811233,0.000001186842,0.007187028,0.000004987285,0.004703308,0.00056925,0.0001616494,0.6066334],"study_design_scores_gemma":[0.00127459,0.01110385,0.8961683,0.0000870385,0.00005345775,3.796992e-7,0.08884551,0.0002760788,0.001216587,0.0005566996,0.000251168,0.0001663377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890163,0.00005009637,0.002228689,0.003864489,0.00003045298,0.004142912,0.00001664383,0.0003597867,0.0002906279],"genre_scores_gemma":[0.8018271,0.000008961694,0.1977915,0.00005345933,0.000006242468,0.0002824294,0.000008877273,0.00001240065,0.00000906398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.606467,"threshold_uncertainty_score":0.7872463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289534876","doi":"10.2196/36028","title":"Real-Time Telerehabilitation in Older Adults With Musculoskeletal Conditions: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Medicine; Meta-analysis; Cochrane Library; Randomized controlled trial; MEDLINE; Physical therapy; Psychological intervention; Rehabilitation; Systematic review; Physical medicine and rehabilitation; Telemedicine; Health care; Nursing","authors":[{"name":"Nathaphon Jirasakulsuk","is_ca":false},{"name":"Pattaridaporn Saengpromma","is_ca":false},{"name":"Santhanee Khruakhorn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03527768153155553,"gpt":0.3915783849457661,"spread":0.3563007034142106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009841812,0.0005481483,0.005748611,0.001580963,0.0001495318,0.00002428886,0.0001164422,0.0002310605,0.0005013227],"category_scores_gemma":[0.001815479,0.0003495401,0.0007351071,0.00238269,0.0003996957,0.0001700619,0.00009022778,0.0005032754,0.00000663816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871476,"about_ca_system_score_gemma":0.0001490321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005145396,"about_ca_topic_score_gemma":0.00003485164,"domain_scores_codex":[0.9961689,0.0006354664,0.001578569,0.0008755121,0.0004517929,0.0002897403],"domain_scores_gemma":[0.9953855,0.002761384,0.0009858556,0.0006127614,0.0001755605,0.00007889321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001941391,0.0001996791,0.0001880886,0.9446365,0.01348337,0.00001089411,0.0002892741,6.169937e-8,1.025268e-7,0.0002162495,0.0002398087,0.04071655],"study_design_scores_gemma":[0.001539331,0.003140115,0.01541796,0.07231328,0.882072,0.00009881334,0.01199774,0.000005860157,1.012213e-7,0.0001209783,0.01252542,0.0007684345],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007083616,0.9807295,0.000009703192,0.002481698,0.000007898669,0.01541128,0.0002097869,0.000374407,0.00006742772],"genre_scores_gemma":[0.001063746,0.9721231,0.002121927,0.0001018845,0.000004922706,0.02371157,0.0007482295,0.00004215796,0.00008247269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8723232,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209083966","doi":"10.2196/26629","title":"An Immersive and Interactive Platform for Cognitive Assessment and Rehabilitation (bWell): Design and Iterative Development Process","year":2021,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Process (computing); Iterative design; Human–computer interaction; Cognition; Affordance; Agile software development; Usability; Domain (mathematical analysis); Process management; Software engineering; Engineering; Medicine","authors":[{"name":"Vincent Gagnon Shaigetz","is_ca":true},{"name":"Catherine Proulx","is_ca":true},{"name":"Anne Cabral","is_ca":true},{"name":"Nusrat Choudhury","is_ca":true},{"name":"Mark Hewko","is_ca":true},{"name":"Elicia Kohlenberg","is_ca":true},{"name":"Melanie Segado","is_ca":true},{"name":"Michael S. Smith","is_ca":true},{"name":"Patricia Debergue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02833646857093471,"gpt":0.3608430211094739,"spread":0.3325065525385392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000376038,0.0001910746,0.0002290874,0.0001810949,0.0003562175,0.0002851507,0.00009728628,0.0001111833,8.935208e-7],"category_scores_gemma":[0.001137144,0.0001689113,0.00001936676,0.0002775683,0.0004760688,0.001167579,0.000142929,0.0001364674,3.170417e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009342445,"about_ca_system_score_gemma":0.0001483561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002938128,"about_ca_topic_score_gemma":0.000007535293,"domain_scores_codex":[0.9986833,0.00009343288,0.0002575935,0.0006523084,0.0001344558,0.0001789194],"domain_scores_gemma":[0.9960027,0.003001964,0.0001516525,0.0001685765,0.0006018297,0.00007331994],"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":[0.0001672628,0.0004157637,0.007979057,0.0003085741,0.00009460666,0.000002225324,0.03864076,0.000008990001,0.003518917,0.08429743,0.00008274961,0.8644837],"study_design_scores_gemma":[0.002090373,0.004480283,0.6927683,0.0004575043,0.00003759481,0.00002774314,0.1907635,0.02225127,0.01240526,0.07335147,0.0007079395,0.0006588286],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4508576,0.0001358149,0.5441751,0.003403886,0.00001395105,0.001237273,0.00001773845,0.0001151149,0.00004352484],"genre_scores_gemma":[0.7717791,0.00003480504,0.2270905,0.00005495157,0.000003078647,0.001004705,0.00001717774,0.0000060215,0.00000971007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8638248,"threshold_uncertainty_score":0.6888005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135729278","doi":"10.2196/23006","title":"Attitudes Toward the Use of Voice-Assisted Technologies Among People With Parkinson Disease: Findings From a Web-Based Survey","year":2021,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Parkinson's UK; Northern Ireland Connected Health Innovation Centre; Invest Northern Ireland","keywords":"Respondent; Descriptive statistics; Quality of life (healthcare); Usability; Psychology; Demographics; Internet privacy; Medical education; Applied psychology; Medicine; Computer science; Nursing","authors":[{"name":"Orla Duffy","is_ca":false},{"name":"Jonathan Synnott","is_ca":false},{"name":"Róisín McNaney","is_ca":false},{"name":"Paola Brito Zambrano","is_ca":false},{"name":"George Kernohan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03303530390311313,"gpt":0.2883412254057186,"spread":0.2553059215026054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940091,0.0002399298,0.0004447999,0.0002187809,0.0001354868,0.00007090857,0.0001558469,0.0002114491,0.00001477259],"category_scores_gemma":[0.005249585,0.0001526731,0.0001076197,0.0009542922,0.001285836,0.000183442,0.0001163375,0.0003055923,0.000002798614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006327852,"about_ca_system_score_gemma":0.0002026168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002300238,"about_ca_topic_score_gemma":0.001937366,"domain_scores_codex":[0.9984939,0.0001248569,0.0003132471,0.0005061554,0.0003358889,0.000226008],"domain_scores_gemma":[0.9967607,0.002006581,0.0001648434,0.0006010382,0.0004273451,0.00003951216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004358548,0.000334858,0.9859371,0.0002087341,0.0001015041,0.00001443362,0.0002301708,0.000009804711,0.00143798,0.00008448678,0.00089397,0.0103111],"study_design_scores_gemma":[0.001194082,0.0004015158,0.9824396,0.0004433846,0.0001015699,0.000001696112,0.01047205,0.000188488,0.001911032,0.0001634165,0.002492278,0.0001908439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978159,0.000721433,0.0003652989,0.01889027,0.00002373279,0.0007709492,0.0001748784,0.0008789763,0.00001553002],"genre_scores_gemma":[0.9922242,0.0001571371,0.006951698,0.00006686784,0.000002945411,0.0003845234,0.0001392733,0.00002016568,0.0000532163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882341,"threshold_uncertainty_score":0.6284623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034428823","doi":"10.2196/17289","title":"Rehabilitation Exergames: Use of Motion Sensing and Machine Learning to Quantify Exercise Performance in Healthy Volunteers","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Regional Development Fund; Imperial College London","keywords":"Dynamic time warping; Hidden Markov model; Rehabilitation; Motion capture; Physical medicine and rehabilitation; Computer science; Motion (physics); Functional movement; Physical therapy; Artificial intelligence; Machine learning; Medicine","authors":[{"name":"Reza Haghighi Osgouei","is_ca":false},{"name":"David Soulsby","is_ca":false},{"name":"Fernando Bello","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02686718766707355,"gpt":0.2627801883127804,"spread":0.2359130006457069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298598,0.0001340608,0.0002855325,0.0003270062,0.0001113324,0.00007341174,0.0001108486,0.00007977749,9.482314e-7],"category_scores_gemma":[0.00204531,0.0001240559,0.00003843196,0.0009405099,0.0001825745,0.0005928127,0.0001857505,0.0001835853,0.000001408459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004480951,"about_ca_system_score_gemma":0.0000143003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009580922,"about_ca_topic_score_gemma":0.00003874184,"domain_scores_codex":[0.9987983,0.00007522558,0.0003782914,0.0004339291,0.0001501545,0.0001641474],"domain_scores_gemma":[0.9989862,0.0005130091,0.0001507578,0.0001692962,0.0001335264,0.00004721823],"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":[0.0001595244,0.00003988697,0.2478404,0.0003186207,0.000006906193,8.312193e-7,0.008542721,0.001911923,0.001251864,0.001732129,0.00001719866,0.738178],"study_design_scores_gemma":[0.0003048768,0.001745875,0.5470586,0.0002667671,0.000006268581,0.000001204655,0.009476542,0.4399557,0.0002577228,0.0001963173,0.0005524118,0.0001776924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457423,0.0001888044,0.04322957,0.01013883,0.00001770232,0.0003999409,0.000002694929,0.0002708054,0.000009322115],"genre_scores_gemma":[0.8863916,0.00006566624,0.1134716,0.00003505355,0.000002628853,0.00001973794,0.000002627878,0.000006144905,0.0000048608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7380003,"threshold_uncertainty_score":0.5058853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285345127","doi":"10.2196/34355","title":"mHealth Apps for Musculoskeletal Rehabilitation: Systematic Search in App Stores and Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"mHealth; Rehabilitation; App store; Psychological intervention; Mobile apps; Behavior change methods; Medicine; World Wide Web; Internet privacy; Computer science; Physical therapy; Nursing","authors":[{"name":"Shíofra Ryan","is_ca":false},{"name":"Noirín Ní Chasaide","is_ca":false},{"name":"Shane O' Hanrahan","is_ca":false},{"name":"Darragh Corcoran","is_ca":false},{"name":"Brian Caulfield","is_ca":false},{"name":"Rob Argent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05545863840150188,"gpt":0.4318673194429232,"spread":0.3764086810414213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003207864,0.0002062518,0.0007238407,0.001087382,0.001607408,0.00001351652,0.0001781787,0.0001801934,0.00003338587],"category_scores_gemma":[0.00294643,0.0001851203,0.0001219459,0.00148316,0.0003938804,0.0001102718,0.0002252159,0.0006736582,0.0000044237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005996042,"about_ca_system_score_gemma":0.0002708083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002493185,"about_ca_topic_score_gemma":0.0004054848,"domain_scores_codex":[0.9962229,0.001069937,0.001158695,0.0006713,0.0003195962,0.0005575521],"domain_scores_gemma":[0.990326,0.008396188,0.0004000669,0.0004530338,0.0002936462,0.0001310473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004457026,0.0005475684,0.6811343,0.06651442,0.0001462606,9.838898e-7,0.007914859,0.0001119581,0.00007252103,0.2037914,0.001860908,0.03745909],"study_design_scores_gemma":[0.001926054,0.001686077,0.7246798,0.0005846337,0.0001393936,0.000001199688,0.2568015,0.00205237,0.000001026502,0.00638509,0.005483852,0.0002589495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440863,0.002330094,0.002497292,0.02776904,0.0001257711,0.02214324,0.0002471357,0.0006419841,0.0001591256],"genre_scores_gemma":[0.8713455,0.000117077,0.00614838,0.0001816696,0.00001247571,0.1219487,0.00007401273,0.00001786346,0.0001542806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488867,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1904421316","doi":"10.2196/rehab.3484","title":"Perceptions of Technology and Its Use for Therapeutic Application for Individuals With Hemiparesis: Findings From Adult and Pediatric Focus Groups","year":2015,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Child and Family Research Institute; Sunny Hill Health Centre for Children; University of British Columbia; St. Francis Xavier University","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Hemiparesis; Focus group; Focus (optics); Perception; Psychology; Medicine; Psychiatry; Business; Marketing; Neuroscience","authors":[{"name":"Melanie Y. Lam","is_ca":true},{"name":"Sandy K. Tatla","is_ca":true},{"name":"Keith R. Lohse","is_ca":true},{"name":"Navid Shirzad","is_ca":true},{"name":"Alison M. Hoens","is_ca":true},{"name":"K. J. Miller","is_ca":true},{"name":"Liisa Holsti","is_ca":true},{"name":"Naznin Virji‐Babul","is_ca":true},{"name":"H. F. Machiel Van der Loos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01864204909661177,"gpt":0.296122504845643,"spread":0.2774804557490312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000151201,0.0001548035,0.0003247753,0.000597221,0.00009045117,0.00002158873,0.00004962973,0.0002515517,9.184558e-7],"category_scores_gemma":[0.001802879,0.0001166909,0.00004664237,0.0003784877,0.0004101629,0.0001713076,0.00003734176,0.0001017141,4.4887e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004570757,"about_ca_system_score_gemma":0.00004788597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006770685,"about_ca_topic_score_gemma":0.000008138199,"domain_scores_codex":[0.9990811,0.00001845441,0.0002646293,0.0003738172,0.0001209736,0.0001410473],"domain_scores_gemma":[0.9978458,0.001243562,0.0001402763,0.0001646004,0.0005562985,0.00004950285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003381924,0.0001342365,0.9537038,0.0002921672,0.00006052958,9.385261e-8,0.0007065808,5.380259e-7,0.003690168,0.01167561,0.0001430933,0.02925501],"study_design_scores_gemma":[0.003224814,0.002894313,0.9521276,0.0001093807,0.0002016517,0.000005941155,0.0226668,0.0001853877,0.001203223,0.0161224,0.001081738,0.0001767324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98487,0.001116762,0.004212829,0.0067659,0.00001683527,0.002587714,0.0001852579,0.0002378063,0.000006885075],"genre_scores_gemma":[0.9620744,0.000192425,0.03536216,0.00002769333,0.00001474423,0.002253514,0.00003419793,0.00001595899,0.00002492065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03114933,"threshold_uncertainty_score":0.4758519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035000917","doi":"10.2196/16351","title":"Web-Based Health Coaching for Spinal Cord Injury: Results From a Mixed Methods Feasibility Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Saskatchewan; Queen's University; Spinal Cord Injury BC; Toronto Rehabilitation Institute; University of Toronto","funders":"Ontario Neurotrauma Foundation; Rick Hansen Institute","keywords":"Spinal cord injury; Medicine; Coaching; Context (archaeology); Mood; Physical therapy; Quality of life (healthcare); Self-efficacy; Psychology; Clinical psychology; Nursing; Psychiatry","authors":[{"name":"Sonya Allin","is_ca":true},{"name":"John D. Shepherd","is_ca":true},{"name":"Teri Thorson","is_ca":true},{"name":"Jennifer R. Tomasone","is_ca":true},{"name":"Sarah Munce","is_ca":true},{"name":"Gary Linassi","is_ca":true},{"name":"Christopher B. McBride","is_ca":true},{"name":"Tizneem Jiancaro","is_ca":true},{"name":"Susan Jaglal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.170905978837376,"gpt":0.5177540787643741,"spread":0.3468480999269981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002993603,0.0002092335,0.0004950313,0.0002305578,0.000211998,0.00004515998,0.0001395176,0.0001800408,0.00001035591],"category_scores_gemma":[0.02922055,0.0001794841,0.0001264127,0.0005657552,0.0004399967,0.0001162532,0.00009387951,0.0004055801,0.000004446364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168726,"about_ca_system_score_gemma":0.0005287921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004692297,"about_ca_topic_score_gemma":0.00001503826,"domain_scores_codex":[0.9972759,0.0006160938,0.0005724969,0.0007846952,0.0004652581,0.0002855393],"domain_scores_gemma":[0.9967556,0.001812046,0.0002715614,0.000410706,0.0006176817,0.0001323763],"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":[0.05160547,0.0002172957,0.01339769,0.000456312,0.00004130094,7.100538e-7,0.0001257361,0.000001756331,0.01959371,0.0004106843,0.002537586,0.9116117],"study_design_scores_gemma":[0.009188173,0.07663388,0.8483174,0.0005303863,0.00009868195,0.000001211537,0.01075649,0.03324286,0.007306295,0.005603467,0.007960599,0.0003605591],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8605205,0.0003962062,0.02757359,0.1046278,0.00008088069,0.005389151,0.0004249805,0.0008977291,0.00008913287],"genre_scores_gemma":[0.7489021,0.000007405793,0.2497174,0.0003668233,0.00002798731,0.0007899007,0.0001677263,0.00001537774,0.000005216879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9112512,"threshold_uncertainty_score":0.9789568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216640623","doi":"10.2196/29249","title":"Speech and Language Practitioners’ Experiences of Commercially Available Voice-Assisted Technology: Web-Based Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Monash University","keywords":"Context (archaeology); Augmentative and alternative communication; Focus group; Medical education; Psychology; Dysarthria; Perception; Speech-Language Pathology; Medicine; Applied psychology; Business; Audiology; Marketing","authors":[{"name":"Pranav Kulkarni","is_ca":false},{"name":"Orla Duffy","is_ca":false},{"name":"Jonathan Synnott","is_ca":false},{"name":"George Kernohan","is_ca":false},{"name":"Róisín McNaney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02500433478480772,"gpt":0.3277456557763815,"spread":0.3027413209915737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004031018,0.0001671767,0.0004050263,0.0003845616,0.0001278163,0.00002961993,0.0000809556,0.0002026963,0.00005982027],"category_scores_gemma":[0.0035179,0.0001442766,0.00004488984,0.0009394945,0.0008032792,0.0001243613,0.00009025079,0.0002318179,0.000007044815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003766988,"about_ca_system_score_gemma":0.0001799439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006128161,"about_ca_topic_score_gemma":0.0004299982,"domain_scores_codex":[0.9987324,0.0001369261,0.0003169273,0.0004167982,0.0002282117,0.000168712],"domain_scores_gemma":[0.9984074,0.0006208038,0.0001649469,0.0003606359,0.0004121473,0.00003411045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404573,0.001816303,0.9336805,0.0002271906,0.00009482668,0.00005924205,0.005329795,3.32245e-7,0.02078128,0.0001403002,0.001567858,0.03606192],"study_design_scores_gemma":[0.001559212,0.001126186,0.6085129,0.00009612132,0.00003849306,0.00001271072,0.3823674,0.0000260072,0.005515115,0.00006378278,0.0005556181,0.0001264648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921846,0.0007120694,0.00003554432,0.005226426,0.00003313502,0.0007756212,0.00002108596,0.0004095643,0.0006019648],"genre_scores_gemma":[0.9929113,0.00004896621,0.00638297,0.00007136947,0.000003616309,0.0003018948,0.00003164893,0.00001187159,0.0002363807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770376,"threshold_uncertainty_score":0.588343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087804402","doi":"10.2196/23827","title":"Leveraging Digital Technology to Overcome Barriers in the Prosthetic and Orthotic Industry: Evaluation of its Applicability and Use During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Orthotics; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Telemedicine; Physical therapy; Physical medicine and rehabilitation; Health care; Pathology","authors":[{"name":"Trevor Binedell","is_ca":false},{"name":"Karupppasamy Subburaj","is_ca":false},{"name":"Yoko Wong","is_ca":false},{"name":"Luciënne Blessing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03451607863397325,"gpt":0.3038234934554087,"spread":0.2693074148214354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006127375,0.0001504496,0.000191101,0.0001826363,0.0001231987,0.00007367393,0.0001368285,0.0002064495,0.000001648387],"category_scores_gemma":[0.005458749,0.0001006431,0.00002272312,0.0006436281,0.0006167063,0.0001523829,0.0001170905,0.0003866049,4.561592e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100675,"about_ca_system_score_gemma":0.00003657584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002397959,"about_ca_topic_score_gemma":0.000006452848,"domain_scores_codex":[0.9989624,0.00008742526,0.0002904029,0.000290168,0.0002144523,0.0001551788],"domain_scores_gemma":[0.9988496,0.0007197977,0.00005862771,0.0002119915,0.0001005347,0.00005950113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002969677,0.00002535717,0.9650294,0.0004493108,0.00001597855,6.749926e-7,0.008617242,0.005362503,0.002961881,0.001712171,0.00001534871,0.01578045],"study_design_scores_gemma":[0.000748843,0.000267448,0.948146,0.00005871407,0.00002349697,0.00001500543,0.03381944,0.01063817,0.000162709,0.005388802,0.000518799,0.0002125856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812268,0.0003658416,0.0002540719,0.01615767,0.00001174844,0.001688244,0.00002151668,0.0002636559,0.00001046126],"genre_scores_gemma":[0.9990704,0.00003253417,0.0003558741,0.00009001513,0.000002917382,0.0004344156,0.000001597545,0.00001064131,0.000001624741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0252022,"threshold_uncertainty_score":0.6535026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604374527","doi":"10.2196/rehab.7258","title":"Translating Comprehensive Conservative Care for Chronic Knee Pain Into a Digital Care Pathway: 12-Week and 6-Month Outcomes for the Hinge Health Program","year":2017,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Hinge; Care pathway; Health care; Physical medicine and rehabilitation; Physical therapy; Medicine; Knee pain; Alternative medicine; Engineering; Political science","authors":[{"name":"Peter Smittenaar","is_ca":false},{"name":"Jennifer C. Erhart‐Hledik","is_ca":false},{"name":"Rose Kinsella","is_ca":false},{"name":"Simon Hunter","is_ca":false},{"name":"Gabriel Mecklenburg","is_ca":false},{"name":"Daniel A Perez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02996509837742132,"gpt":0.3389501691015879,"spread":0.3089850707241665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001776955,0.0002636693,0.0005356301,0.00009580809,0.001123992,0.0001889962,0.0001167791,0.0001338073,6.170912e-7],"category_scores_gemma":[0.00319378,0.0001752746,0.0001570639,0.00005567879,0.001294942,0.0002576541,0.00009650757,0.0001865819,3.930386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179316,"about_ca_system_score_gemma":0.000172048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000582996,"about_ca_topic_score_gemma":0.000781674,"domain_scores_codex":[0.9987519,0.00004230789,0.000324128,0.0004364722,0.0001443129,0.0003008227],"domain_scores_gemma":[0.9961395,0.002754004,0.0002931913,0.000405135,0.0003533354,0.00005478006],"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":[0.000154772,0.00006320004,0.2195452,0.001582742,0.00008054081,8.872535e-7,0.01286493,7.930278e-7,0.00003367721,0.00075522,0.00007180757,0.7648462],"study_design_scores_gemma":[0.003542159,0.00895026,0.734674,0.0004241979,0.00003820856,0.000002812154,0.2303414,0.0004543908,0.00003414178,0.0006902768,0.02063221,0.0002158882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550279,0.00988769,0.003359434,0.1106433,0.0001523354,0.01892605,0.0005691446,0.001329777,0.0001043445],"genre_scores_gemma":[0.9750448,0.00002358182,0.02127713,0.0001333142,0.00001922289,0.003368516,0.0000596298,0.00002774196,0.0000460141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7646303,"threshold_uncertainty_score":0.8644947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}