{"meta":{"query_hash":"0d6540ab6e28","filters":{"venue":"Physical therapy rehabilitation science"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0d6540ab6e28","api":"https://metacan.xera.ac/api/v1/cohort?venue=Physical+therapy+rehabilitation+science"},"results":[{"id":"W2936237359","doi":"10.14474/ptrs.2019.8.1.22","title":"Comparison of seaweed pack and mudpack as treatment for knee osteoarthritis: a prospective randomized controlled study","year":2019,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Oceans and Fisheries","keywords":"Medicine; Osteoarthritis; Randomized controlled trial; Treatment modality; Prospective cohort study; Knee Joint; Surgery; Physical therapy; Alternative medicine","score_opus":0.054607032558053936,"score_gpt":0.49658218935222287,"score_spread":0.44197515679416893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936237359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97065073,0.00023207378,0.000023822002,0.0004313423,0.00023675521,0.027776435,0.000010828237,0.000041284664,0.0005967544],"genre_scores_gemma":[0.9953171,0.000006631427,0.00055189925,0.00010009195,0.00005158566,0.0034789476,0.000001882325,0.000014876945,0.0004770034],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969681,0.00088087685,0.0007148976,0.0005037134,0.0005770982,0.00035531216],"domain_scores_gemma":[0.9882596,0.010135885,0.0004867858,0.00033726761,0.0006800978,0.00010035228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021553107,0.00020404939,0.0015242832,0.00012823122,0.00035829056,0.000021661608,0.00017106158,0.000045264755,0.00004702127],"category_scores_gemma":[0.0011800375,0.0001259613,0.00023572143,0.00039991993,0.00062513375,0.00029894267,0.00004008365,0.00014073662,0.00003483095],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4837632,0.00518279,0.14530593,0.00009557644,0.0004978726,1.2129078e-7,0.19729196,0.00002800771,0.06365152,0.012276659,0.000011156206,0.09189524],"study_design_scores_gemma":[0.8724234,0.03206297,0.04415275,0.00009447386,0.00009064163,9.989448e-8,0.030257627,0.0021473896,0.0009437533,0.017401407,0.00019186527,0.00023361672],"about_ca_topic_score_codex":0.000088708715,"about_ca_topic_score_gemma":0.000012254065,"teacher_disagreement_score":0.38866022,"about_ca_system_score_codex":0.00018981038,"about_ca_system_score_gemma":0.00025674587,"threshold_uncertainty_score":0.51365525},"labels":[],"label_agreement":null},{"id":"W3118411151","doi":"10.14474/ptrs.2020.9.4.318","title":"Targeting motor and cognitive networks with multichannel transcranial direct current stimulation along with peripheral stimulation in a subacute stroke survivor: single case study","year":2020,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transcranial direct-current stimulation; Stimulation; Peripheral; Stroke (engine); Cognition; Physical medicine and rehabilitation; Neuroscience; Internal medicine; Psychiatry","score_opus":0.05750763962331678,"score_gpt":0.31296148677822977,"score_spread":0.255453847154913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118411151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97425765,0.000073252675,0.022729484,0.00020292023,0.00007484918,0.0025075695,0.000021584932,0.00011492218,0.000017778762],"genre_scores_gemma":[0.9988141,0.000006459803,0.00080276397,0.00008066108,0.00011296741,0.00014921131,0.00000193088,0.000030515643,0.0000014047486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99675184,0.0004521107,0.00041141143,0.001094569,0.0008765292,0.00041351438],"domain_scores_gemma":[0.9964433,0.0027540198,0.00015347506,0.00014562602,0.00031424823,0.00018935959],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044212877,0.0003280579,0.0004185636,0.00015396175,0.0004655807,0.00018407179,0.00015119585,0.000029611283,0.0000062387235],"category_scores_gemma":[0.0006464132,0.00025210803,0.00005008252,0.0016471334,0.000947749,0.0009486864,0.000029747584,0.00023865746,0.0000012458537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005943969,0.0025739234,0.15973304,0.00004314904,0.000023055598,0.000084411586,0.1270351,0.36686847,0.30456862,0.000039690727,3.8897088e-7,0.033086196],"study_design_scores_gemma":[0.0073701013,0.008423263,0.20187168,0.000048412316,0.000038790633,0.000010564976,0.0056552594,0.77561295,0.0005519578,0.000025366877,0.0000026914995,0.00038895465],"about_ca_topic_score_codex":0.00017704551,"about_ca_topic_score_gemma":0.000106528234,"teacher_disagreement_score":0.4087445,"about_ca_system_score_codex":0.00006992947,"about_ca_system_score_gemma":0.000067230634,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W4220750771","doi":"10.14474/ptrs.2022.11.1.32","title":"The Effect of Cognitive Rehabilitation Program Combined with Physical Exercise on Cognitive Function, Depression, and Sleep in Chronic Stroke Patients","year":2022,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Cognition; Physical medicine and rehabilitation; Rehabilitation; Stroke (engine); Physical therapy; Sleep (system call); Chronic stroke; Psychiatry","score_opus":0.005903985347299954,"score_gpt":0.29482346112948027,"score_spread":0.2889194757821803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220750771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502116,0.00016968648,0.00002097992,0.00027814574,0.000114666465,0.0041926857,0.000025298054,0.000043335094,0.00013404002],"genre_scores_gemma":[0.99770033,0.0000151494305,0.00007527867,0.000035129528,0.000039702234,0.002074163,0.000021024402,0.000019927802,0.000019301258],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99702907,0.0005146715,0.00032431734,0.0006209077,0.0012067676,0.00030429254],"domain_scores_gemma":[0.987498,0.01136519,0.00020653469,0.00025277946,0.00055558264,0.000121901074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009912782,0.0002245645,0.00043566318,0.0002820082,0.00052235264,0.000035983223,0.00012868659,0.00002788997,0.000008765971],"category_scores_gemma":[0.001873236,0.00013284599,0.00014962404,0.0013794844,0.0019438907,0.00027866868,0.00006218027,0.00033404623,0.0000032942114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03279626,0.003740568,0.41799685,0.00016608358,0.000071813934,6.2370384e-7,0.008043217,0.00041493145,0.004828446,0.0003184732,0.00001636594,0.5316064],"study_design_scores_gemma":[0.009791323,0.10958006,0.8704729,0.00037056673,0.000071869625,6.206231e-7,0.0023527255,0.0035072872,0.0030572398,0.0005908672,0.000042417178,0.00016212172],"about_ca_topic_score_codex":0.000010335221,"about_ca_topic_score_gemma":0.0000018597731,"teacher_disagreement_score":0.53144425,"about_ca_system_score_codex":0.0002701381,"about_ca_system_score_gemma":0.00018383622,"threshold_uncertainty_score":0.7162346},"labels":[],"label_agreement":null},{"id":"W4392742684","doi":"10.14474/ptrs.2024.13.1.8","title":"Exercise Using Isokinetic Strength Training Equipment and Physical Function Improvement","year":2024,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Grip strength; Balance (ability); Physical medicine and rehabilitation; Timed Up and Go test; Berg Balance Scale; Flexibility (engineering); Strength training; Test (biology)","score_opus":0.09491668408422835,"score_gpt":0.4836069327042367,"score_spread":0.38869024862000834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392742684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949073,0.00021654458,0.0010050714,0.0019135384,0.000439955,0.0009963355,0.000004798022,0.0001127288,0.00040372202],"genre_scores_gemma":[0.998435,0.000056912522,0.00051044585,0.00025778977,0.00043996953,0.00019517694,0.0000019132758,0.000017875767,0.000084908046],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99747074,0.0001994112,0.00029809627,0.0005876127,0.00077454175,0.0006696251],"domain_scores_gemma":[0.9974674,0.0017482963,0.000053006635,0.00023939034,0.00018530384,0.0003065917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018188257,0.00014651686,0.0002230455,0.00019901594,0.0008948595,0.00007835222,0.00014985897,0.000039990737,0.00004323677],"category_scores_gemma":[0.00027713858,0.000109358334,0.000061910345,0.0009789816,0.0005277077,0.000451598,0.00008118283,0.0004341806,0.00006488528],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011368658,0.00017530589,0.00033239243,0.00034582257,0.000007103467,5.6209564e-7,0.047429048,0.000052873438,0.17899151,0.007681895,0.0000748539,0.76479495],"study_design_scores_gemma":[0.002957416,0.0071288417,0.050737765,0.0025975772,0.000053616146,0.0000011539222,0.028037705,0.73999095,0.004778093,0.14896624,0.0138372565,0.00091337383],"about_ca_topic_score_codex":0.00007569157,"about_ca_topic_score_gemma":0.0000012647854,"teacher_disagreement_score":0.76388156,"about_ca_system_score_codex":0.00026627514,"about_ca_system_score_gemma":0.0007848211,"threshold_uncertainty_score":0.68826264},"labels":[],"label_agreement":null},{"id":"W4392873067","doi":"10.14474/ptrs.2024.13.1.43","title":"Effects of Combined Cognitive and Physical Exercise Program on Cognitive and Physical Functions in Older Adults with Mild Cognitive Impairment","year":2024,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Physical medicine and rehabilitation; Cognitive impairment; Physical therapy; Gerontology; Psychiatry","score_opus":0.021420716023285713,"score_gpt":0.43179143161978417,"score_spread":0.41037071559649846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392873067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917407,0.00016425547,0.000057710047,0.0006937913,0.00008200749,0.0069103357,0.000042343145,0.00009511241,0.00021375921],"genre_scores_gemma":[0.9967087,0.00006361799,0.00004570901,0.00017881274,0.000121442274,0.0028065091,0.000012601871,0.000026385107,0.000036248406],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967617,0.0005880666,0.0002969048,0.00086062576,0.00082263234,0.0006700933],"domain_scores_gemma":[0.9834056,0.015404201,0.00009103309,0.00012614614,0.00061303074,0.00036000548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008025496,0.00026066677,0.00048346928,0.0003174311,0.0004925459,0.00004390383,0.00010009342,0.000063863394,0.000006260437],"category_scores_gemma":[0.0007758278,0.00018064228,0.00007162429,0.0016295821,0.0020079052,0.00047615677,0.000073665586,0.0007390162,0.000039693678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017577264,0.017682943,0.021674108,0.0066030715,0.00009450074,0.000017976901,0.3391264,0.000004255668,0.0038101193,0.0027861155,0.000066970824,0.59055626],"study_design_scores_gemma":[0.012459444,0.02170424,0.8983309,0.017888304,0.00006703587,6.816757e-7,0.028437974,0.012401685,0.0042421143,0.0040384238,0.00001078028,0.00041836192],"about_ca_topic_score_codex":0.00008806195,"about_ca_topic_score_gemma":0.0000060835173,"teacher_disagreement_score":0.87665683,"about_ca_system_score_codex":0.00010393311,"about_ca_system_score_gemma":0.0005316311,"threshold_uncertainty_score":0.739821},"labels":[],"label_agreement":null},{"id":"W4402956175","doi":"10.14474/ptrs.2024.13.3.332","title":"Effect of Cognitive Control and Dual-Task Training on Gait Stability and Fall Risk In Older Adults: A Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical medicine and rehabilitation; Gait; Cross-sectional study; Fall prevention; Cognition; Task (project management); Physical therapy; Dual (grammatical number); Cognitive training; Human factors and ergonomics; Poison control; Environmental health; Psychiatry","score_opus":0.016373259507775025,"score_gpt":0.35489528180954055,"score_spread":0.33852202230176553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402956175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972979,0.00020559605,0.000052591957,0.00014884952,0.00012464075,0.0020054881,0.000040721996,0.000037188922,0.00008706725],"genre_scores_gemma":[0.9996607,0.00002012976,0.000042809777,0.00004240042,0.000055010347,0.00016236526,0.0000018364676,0.000010046682,0.0000047418134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978481,0.00043755007,0.0003453295,0.00065798615,0.00052260415,0.00018845439],"domain_scores_gemma":[0.98651093,0.012947322,0.000068738635,0.00014571553,0.00021703365,0.000110263645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002844471,0.00015902019,0.00038047557,0.00028127586,0.000098270546,0.00006896748,0.000043497967,0.000051559568,0.000011782235],"category_scores_gemma":[0.0035859344,0.000108665954,0.000108107175,0.00068716035,0.0013524574,0.00029102553,0.000015584683,0.00030237087,0.000002961311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028344155,0.0008392681,0.9117487,0.00017675,0.00003289309,0.0000012897038,0.033925347,0.000009632854,0.0071039074,0.00012451941,6.0792985e-7,0.04320265],"study_design_scores_gemma":[0.0061098444,0.010778037,0.97458196,0.00029682135,0.00001818511,0.0000028028583,0.0033703786,0.003942332,0.00045706134,0.00034544469,0.0000029139626,0.00009424196],"about_ca_topic_score_codex":0.000051884064,"about_ca_topic_score_gemma":0.0000046797754,"teacher_disagreement_score":0.06283322,"about_ca_system_score_codex":0.00008220225,"about_ca_system_score_gemma":0.00011476782,"threshold_uncertainty_score":0.49831858},"labels":[],"label_agreement":null},{"id":"W7118008208","doi":"10.14474/ptrs.2025.14.4.583","title":"The Effects of a Pilates-Based Cognicise Program on Cognitive Ability and Physical Fitness in Older Adults with Mild Cognitive Impairment: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Physical fitness; Physical activity; Physical exercise; Cognitive training","score_opus":0.01685525578811132,"score_gpt":0.3990910618520793,"score_spread":0.382235806063968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118008208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98873425,0.000062759034,0.000041002768,0.00022535922,0.00009315761,0.010626392,0.000012476956,0.00005450738,0.00015011847],"genre_scores_gemma":[0.9960868,0.000014074405,0.000036229274,0.00015398345,0.000027521402,0.0036542562,0.000004606145,0.000010778704,0.000011756492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680626,0.0011720934,0.0003721955,0.0006734424,0.0005553874,0.00042063178],"domain_scores_gemma":[0.9847461,0.014027815,0.00021888314,0.00026901157,0.00065298297,0.00008522126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014106097,0.00021783232,0.0003887098,0.0001398528,0.0006366287,0.000026763306,0.0002000206,0.000032062468,8.1066247e-7],"category_scores_gemma":[0.0011758782,0.00013109957,0.00006131362,0.0015402528,0.0016331653,0.00021520261,0.00005443682,0.0003956645,0.0000039781753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039860938,0.16070779,0.4457075,0.0026374522,0.00013934022,0.0000027563913,0.11595406,0.0000046423684,0.013831157,0.0015161516,0.000017602062,0.21962062],"study_design_scores_gemma":[0.013246781,0.021852452,0.947793,0.0028506818,0.00002697606,2.9020276e-8,0.009386722,0.0020805174,0.0002845345,0.002343485,9.622692e-7,0.0001338363],"about_ca_topic_score_codex":0.00007590301,"about_ca_topic_score_gemma":0.000069904025,"teacher_disagreement_score":0.5020855,"about_ca_system_score_codex":0.00010006863,"about_ca_system_score_gemma":0.00033066596,"threshold_uncertainty_score":0.60174656},"labels":[],"label_agreement":null}]}