{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"bce307915588","filters":{"venue":"Health Nexus"}},"results":[{"id":"W4389353249","doi":"10.61838/hn.1.1.14","title":"The Effect of Chatbots and AI on The Self-Efficacy, Self-Esteem, Problem-Solving and Critical Thinking of Students","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"AI in Service Interactions","field":"Computer Science","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Transformative learning; Self-efficacy; Context (archaeology); Psychology; Critical thinking; Self-esteem; Cognition; Affect (linguistics); Social psychology; Developmental psychology; Mathematics education","authors":[{"name":"Kamdin Parsakia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01732078051073831,"gpt":0.3517642498176887,"spread":0.3344434693069503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002110284,0.000392143,0.0006807149,0.0007082046,0.0007921291,0.001438154,0.000370941,0.0004713451,0.004588065],"category_scores_gemma":[0.01555473,0.0001762991,0.0008790453,0.0004269486,0.0007446542,0.0006651785,0.001025243,0.001350529,0.0004050738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005160462,"about_ca_system_score_gemma":0.001045648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009089482,"about_ca_topic_score_gemma":0.001359227,"domain_scores_codex":[0.9984598,0.0006399451,0.0001120681,0.0002028938,0.0003698357,0.0002154473],"domain_scores_gemma":[0.9762827,0.01671021,0.002138004,0.0004029987,0.0009390693,0.003526967],"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":[0.009994419,0.02726303,0.2793383,0.005465501,0.001488133,0.0006697868,0.02242821,0.001215792,0.01079375,0.002526021,0.004033319,0.6347838],"study_design_scores_gemma":[0.0005115888,0.02222047,0.9411942,0.001501118,0.001740787,0.0003540854,0.01093495,0.001928668,0.005423741,0.00202939,0.01203318,0.000127917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940116,0.001821762,0.0002816125,0.0002478433,0.00009396851,0.00006005817,0.00004892002,0.00003036722,0.003403849],"genre_scores_gemma":[0.9950721,0.001308486,0.0007290878,0.0001385669,0.00006040172,0.0001773637,0.0000558616,0.00001097812,0.002447219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004588065,"threshold_uncertainty_score":0.01534861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389027726","doi":"10.61838/hn.1.1.7","title":"The Role of Whey Supplementation on Sensation Seeking, Parent-child Relationship, Family Communication, Anger and Sex Desire Among Athletes, Athletes Using Whey and Normal Population","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Athletes; Anger; Psychology; Descriptive statistics; Population; Clinical psychology; Sensation seeking; Developmental psychology; Social psychology; Demography; Medicine; Physical therapy; Statistics; Personality; Mathematics","authors":[{"name":"Behshad Shadanloo","is_ca":false},{"name":"Zahra Yousefi","is_ca":false},{"name":"Kamdin Parsakia","is_ca":true},{"name":"Sayed Mohammad Hejazi","is_ca":false},{"name":"MuhammadAli Davari Dolatabadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05306530824061605,"gpt":0.349341654931404,"spread":0.2962763466907879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003208175,0.0001120246,0.0001909342,0.0003051353,0.0004818322,0.0002836677,0.00009339238,0.0002247481,0.001022248],"category_scores_gemma":[0.001062958,0.00009284407,0.0002165787,0.0001890817,0.0001862982,0.0001891086,0.0002266223,0.0002484093,0.00004397635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400091,"about_ca_system_score_gemma":0.0003082934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002754113,"about_ca_topic_score_gemma":0.005723603,"domain_scores_codex":[0.9997965,0.00008074559,0.00001646964,0.00002346467,0.00003852272,0.00004439586],"domain_scores_gemma":[0.9996827,0.0001100829,0.0001247503,0.00001347794,0.00002145766,0.00004761676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004995832,0.001361102,0.9807141,0.00007732794,0.00007258242,0.000432192,0.00264188,0.00002089275,0.001460112,0.00006891621,0.00006658258,0.01258466],"study_design_scores_gemma":[0.000005422631,0.0006307903,0.9967266,0.00001043496,0.00002448857,0.0001829532,0.002136709,0.00003117457,0.0001042834,0.00002118071,0.0001241717,0.000001802681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997092,0.000114005,0.000005758098,0.0000175137,0.000001373459,0.000002556052,0.000007117867,1.447144e-7,0.000142322],"genre_scores_gemma":[0.9997533,0.0000917824,0.0000221933,0.00001197653,0.00000249813,0.000003593412,0.00001053407,1.357352e-7,0.0001039521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002754113,"threshold_uncertainty_score":0.005476117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394947832","doi":"10.61838/kman.hn.2.2.1","title":"Strength-Based Therapy: Empowering Athletes' Self-Efficacy and Life Satisfaction","year":2024,"lang":"en","type":"article","venue":"Health Nexus","topic":"Resilience and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Athletes; Life satisfaction; Psychology; Self-efficacy; Psychotherapist; Physical therapy; Clinical psychology; Medicine","authors":[{"name":"Kamdin Parsakia","is_ca":true},{"name":"Beat Knechtle","is_ca":false},{"name":"Khadijeh Irandoust","is_ca":false},{"name":"Morteza Taheri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03705573461314866,"gpt":0.4091055444315687,"spread":0.3720498098184201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006887216,0.0001383502,0.0002714347,0.0003016936,0.0002645661,0.0003339012,0.000153559,0.0002254585,0.003218388],"category_scores_gemma":[0.0009071468,0.00007660115,0.0001877246,0.0001618244,0.0002786025,0.0002100461,0.0004768623,0.0003632564,0.0001608127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224878,"about_ca_system_score_gemma":0.0004411285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002791281,"about_ca_topic_score_gemma":0.0005946956,"domain_scores_codex":[0.9997372,0.0001387946,0.00001463019,0.00002181691,0.0000499873,0.00003760655],"domain_scores_gemma":[0.9996946,0.0001362956,0.00004494418,0.00001469849,0.00001427602,0.00009519848],"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":[0.003816586,0.08357837,0.108553,0.001924923,0.0004135824,0.0003245804,0.007675478,0.001066437,0.09508172,0.003858718,0.002257968,0.6914486],"study_design_scores_gemma":[0.0008605744,0.0323887,0.9306427,0.0003901799,0.0003731936,0.0005584505,0.003316842,0.002751557,0.01851966,0.001839051,0.008325106,0.00003391989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954797,0.0001982336,0.0006735189,0.0001560476,0.00002136594,0.000126612,0.00002165707,0.000009362796,0.003313482],"genre_scores_gemma":[0.996906,0.0002717272,0.001640708,0.00006569136,0.0000134662,0.0001629191,0.00002442151,0.000001831896,0.000913322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003218388,"threshold_uncertainty_score":0.01076657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391457493","doi":"10.61838/kman.hn.1.3.5","title":"Mind and Body in Sync: The Fascinating Field of Psychophysiology in Sports","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychophysiology; sync; Field (mathematics); Cognitive science; Psychology; Computer science; Neuroscience; Telecommunications; Mathematics","authors":[{"name":"Shokouh Navabinejad","is_ca":true},{"name":"Mehdi Rostami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02974456340481292,"gpt":0.4058327207023902,"spread":0.3760881572975773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002369799,0.0009351497,0.001443484,0.0008803093,0.00155644,0.005846204,0.001673399,0.01071337,0.00235373],"category_scores_gemma":[0.01749996,0.0003717512,0.0008459694,0.000600926,0.0045126,0.004250416,0.001471202,0.01454866,0.00171721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099419,"about_ca_system_score_gemma":0.001703545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037691,"about_ca_topic_score_gemma":0.001540503,"domain_scores_codex":[0.9976569,0.0007662639,0.0003292407,0.0004343999,0.0006283397,0.000184852],"domain_scores_gemma":[0.9903507,0.006507888,0.0004816382,0.0002418401,0.001752732,0.0006652478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001822535,0.00006105171,0.001119694,0.0009649731,0.00004963592,0.002369403,0.001054606,0.00009999394,0.0007599687,0.007056774,0.9075763,0.07870524],"study_design_scores_gemma":[0.00004936431,0.0001695348,0.002760136,0.001296587,0.00004843722,0.009591636,0.001861102,0.0004890377,0.000541508,0.0211775,0.9619271,0.00008815721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001555291,0.03876232,0.001627452,0.5536548,0.4008501,0.00001678754,0.00003026553,0.00006735096,0.0034357],"genre_scores_gemma":[0.01132277,0.02700204,0.001153569,0.2936328,0.6616914,0.0000246879,0.00001908799,0.00007595059,0.005077739],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01071337,"threshold_uncertainty_score":0.01253289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390285016","doi":"10.61838/kman.hn.1.2.6","title":"Investigating the Effect of Electrical Stimulation (tDCS) of the Prefrontal Cortex of the Brain on the Improvement of Behavioral and Neurological Symptoms of Children with Specific Learning Disabilities","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dorsolateral prefrontal cortex; Neuropsychology; Prefrontal cortex; Psychology; Transcranial direct-current stimulation; Analysis of variance; Clinical psychology; Post-hoc analysis; Audiology; Stimulation; Cognition; Medicine; Psychiatry; Neuroscience; Internal medicine","authors":[{"name":"Ali Aghaziarati","is_ca":false},{"name":"Fatemeh Rajabi Fard","is_ca":false},{"name":"Hasan Rahimi","is_ca":false},{"name":"Kamdin Parsakia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0324933331727057,"gpt":0.2985653370457518,"spread":0.2660720038730461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003869894,0.0002796318,0.0003326208,0.0001847777,0.0001511386,0.0001050854,0.0002144767,0.0002413936,0.0009164027],"category_scores_gemma":[0.0007426805,0.00009937555,0.0003404935,0.0001021291,0.0002421726,0.0001496131,0.0001553511,0.0003077199,0.00005998709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350692,"about_ca_system_score_gemma":0.00045583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007661467,"about_ca_topic_score_gemma":0.001726279,"domain_scores_codex":[0.9998123,0.00008313473,0.00002339113,0.00002950381,0.00002631373,0.00002543125],"domain_scores_gemma":[0.9997134,0.0001619361,0.00005555636,0.00001287241,0.00002073055,0.0000354874],"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":[0.05972586,0.1808413,0.04230504,0.01266298,0.001421821,0.001308493,0.002443178,0.001910279,0.2192887,0.0009063627,0.0006651781,0.476521],"study_design_scores_gemma":[0.01429607,0.6768426,0.2473947,0.0004552527,0.00141875,0.001086142,0.001110916,0.001199265,0.05177633,0.0003684871,0.004008085,0.00004341652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984798,0.0008268527,0.0001775882,0.0000401076,0.00002194825,0.0001729465,0.00001884149,0.000002752416,0.0002592975],"genre_scores_gemma":[0.9938339,0.002620064,0.002552263,0.00008052179,0.00004789751,0.0004292397,0.00004978183,0.000001720914,0.0003847172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009164027,"threshold_uncertainty_score":0.003065646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391457495","doi":"10.61838/kman.hn.1.3.12","title":"Strategic Management of Technology in Psychology: Implications for Decision-Making","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"Mental Health Research Topics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Scope (computer science); Data science; Big data; Engineering ethics; Management science; Public health; Epidemiology; Field (mathematics); Inclusion (mineral); Computer science; Medicine; Sociology; Social science; Engineering","authors":[{"name":"Kamdin Parsakia","is_ca":true},{"name":"Saeed Kazemi","is_ca":false},{"name":"Sina Saberi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2473097979275821,"gpt":0.5839598679951624,"spread":0.3366500700675803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06104802,0.001230207,0.001877073,0.00503706,0.006418112,0.03245385,0.003305531,0.01037703,0.007395124],"category_scores_gemma":[0.09076185,0.0007668209,0.001274049,0.00464087,0.04005143,0.02526998,0.01335489,0.009883462,0.001046484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01458105,"about_ca_system_score_gemma":0.03329473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865801,"about_ca_topic_score_gemma":0.00480805,"domain_scores_codex":[0.9476183,0.03942611,0.001761965,0.0025738,0.005645437,0.002974491],"domain_scores_gemma":[0.8800153,0.09855322,0.005921619,0.002515224,0.005379891,0.007614742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005850831,0.0001617634,0.004766335,0.00108758,0.000199426,0.0002852584,0.006007835,0.00303585,0.0001373861,0.8950087,0.00953929,0.07971203],"study_design_scores_gemma":[0.00002082872,0.00004315321,0.0009067036,0.001607965,0.00002434061,0.00009139482,0.006104988,0.001030944,0.00008512502,0.9706087,0.01943165,0.00004420834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03068459,0.09617379,0.1145683,0.5722551,0.002770549,0.000742377,0.0002133015,0.0001222717,0.1824699],"genre_scores_gemma":[0.8388199,0.06396069,0.05319439,0.03727138,0.002017071,0.001027239,0.0001511283,0.00009007182,0.003467993],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06104802,"threshold_uncertainty_score":0.3228566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389368227","doi":"10.61838/hn.1.1.12","title":"The Need for More Attention to The Validity and Reliability of AI-Generated Exercise Programs","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Realm; Reliability (semiconductor); Bridge (graph theory); Risk analysis (engineering); Psychology; Computer science; Dual (grammatical number); Management science; Applied psychology; Knowledge management; Engineering ethics; Medicine; Engineering; Political science","authors":[{"name":"Seyed Milad Saadati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2350424647258777,"gpt":0.4713021198102795,"spread":0.2362596550844018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3139466,0.0006948466,0.001885795,0.005111937,0.002195586,0.008410484,0.004561809,0.003168052,0.003445717],"category_scores_gemma":[0.6985399,0.0006215166,0.001561914,0.003058443,0.01611344,0.009920814,0.006303931,0.005729733,0.0008867541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003670344,"about_ca_system_score_gemma":0.00815795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006968886,"about_ca_topic_score_gemma":0.006453289,"domain_scores_codex":[0.6983857,0.205228,0.01535345,0.01677696,0.06262196,0.001633996],"domain_scores_gemma":[0.1740507,0.653181,0.03083011,0.08395107,0.05584133,0.002145788],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001248007,0.0008132042,0.324304,0.004728521,0.001866421,0.0001950427,0.03209199,0.006761753,0.001823053,0.1154462,0.00981931,0.5009025],"study_design_scores_gemma":[0.0003650138,0.003361929,0.4370577,0.01687568,0.0008594136,0.00100644,0.02002105,0.03448197,0.00681723,0.3536274,0.1248305,0.0006958435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.302914,0.02564289,0.443148,0.0962247,0.004822679,0.003654615,0.001278194,0.0008506606,0.1214642],"genre_scores_gemma":[0.8550839,0.003354357,0.1252362,0.009986322,0.001169837,0.002252602,0.0004805745,0.0002867721,0.002149337],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6860534,"threshold_uncertainty_score":0.846026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389404070","doi":"10.61838/hn.1.1.9","title":"Effectiveness of Mindfulness-Based Cognitive Therapy on Mental Pain, Distress Tolerance and Psychological Hardiness in Breast Cancer Patients","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mindfulness; Hardiness (plants); Breast cancer; Distress; Psychotherapist; Clinical psychology; Cognition; Mindfulness-based cognitive therapy; Psychological distress; Psychology; Mental health; Medicine; Cancer; Cognitive therapy; Psychiatry; Internal medicine","authors":[{"name":"Seyed Hadi Seyed Ali Tabar","is_ca":true},{"name":"Zohreh Zadhasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06993654041957852,"gpt":0.4778640349249603,"spread":0.4079274945053818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003336902,0.0001347178,0.0002654929,0.0001620246,0.0002028063,0.0001528109,0.0001297671,0.0001897255,0.001045732],"category_scores_gemma":[0.001100338,0.00007668088,0.0002836888,0.00008113567,0.0001564437,0.000173175,0.0001995852,0.000316646,0.00005511886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121735,"about_ca_system_score_gemma":0.0002944528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003792303,"about_ca_topic_score_gemma":0.0008537052,"domain_scores_codex":[0.9998355,0.00007762665,0.00001121027,0.00001443097,0.00002896315,0.00003227678],"domain_scores_gemma":[0.9996606,0.0001717239,0.00004398298,0.0000178242,0.00002195958,0.00008398611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01067239,0.0503329,0.09417154,0.001761561,0.0005364572,0.0003573439,0.005559157,0.0007169307,0.03833191,0.0003079237,0.0007069447,0.796545],"study_design_scores_gemma":[0.004334227,0.1096983,0.8657095,0.0004516288,0.0008114795,0.0009291812,0.004054576,0.001979724,0.007651522,0.0006323293,0.00369826,0.00004922437],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986258,0.0005350447,0.0001216443,0.00008710798,0.0000139765,0.00007155474,0.000008841954,0.000004294271,0.0005319348],"genre_scores_gemma":[0.9986725,0.0004702672,0.0004928922,0.00006979021,0.00001750707,0.00007069197,0.00001309386,6.621987e-7,0.0001926291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001045732,"threshold_uncertainty_score":0.003498316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396783474","doi":"10.61838/kman.hn.2.1.11","title":"Psychological and Social Factors Influencing Eating Behaviors in College Athletes","year":2024,"lang":"en","type":"article","venue":"Health Nexus","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Athletes; Psychology; Clinical psychology; Medicine; Physical therapy","authors":[{"name":"Sefa Bulut","is_ca":false},{"name":"Mehdi Rostami","is_ca":true},{"name":"Jamel Hajji","is_ca":false},{"name":"Sergii Boltivets","is_ca":false},{"name":"Nadereh Saadati","is_ca":true},{"name":"Jiantang Yang","is_ca":false},{"name":"Maura McDonnell","is_ca":false},{"name":"Chidinma Chikwe","is_ca":true},{"name":"E William","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05717740646903345,"gpt":0.3880295219572447,"spread":0.3308521154882113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001505817,0.0001447053,0.0002258315,0.0008179312,0.002109099,0.00160807,0.0003029437,0.0004415862,0.00116601],"category_scores_gemma":[0.003450848,0.0001509145,0.0001864239,0.0004990439,0.001874513,0.0004989923,0.001520191,0.0005055857,0.0000499681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235848,"about_ca_system_score_gemma":0.002934865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111367,"about_ca_topic_score_gemma":0.02490824,"domain_scores_codex":[0.9987692,0.000671147,0.00006242083,0.00007565696,0.0001655453,0.0002560218],"domain_scores_gemma":[0.9981107,0.001090937,0.0003215991,0.00003654174,0.0001109796,0.0003291894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007574233,0.0004340584,0.625774,0.0003822856,0.00006425324,0.001040286,0.3272016,0.0001042096,0.001403356,0.001007193,0.0005033853,0.04200966],"study_design_scores_gemma":[0.000005262902,0.0001927495,0.4963055,0.0002193851,0.00003702422,0.0004167212,0.4992209,0.0001514352,0.0002624315,0.0003678256,0.002797045,0.00002376169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978054,0.0001826981,0.000085204,0.0002607762,0.000005867033,0.00001875784,0.000008736187,0.000001242174,0.001631387],"genre_scores_gemma":[0.9993285,0.0002211648,0.00009959346,0.0000768802,0.000004970236,0.00001244226,0.00000703359,9.980739e-7,0.0002483918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111367,"threshold_uncertainty_score":0.02214378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397290173","doi":"10.61838/kman.hn.2.2.13","title":"The Relationship Between Brain-Behavior Systems, Dark Personality Traits, Alexithymia, and Theory of Mind Deficits in Sexual Offenders","year":2024,"lang":"en","type":"article","venue":"Health Nexus","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Psychopathy; Big Five personality traits; Personality; Developmental psychology; Clinical psychology; Social psychology","authors":[{"name":"Seyed Hossein Alavi","is_ca":false},{"name":"Majid Mahmoud Alilou","is_ca":false},{"name":"Zeynab Khanjani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1233183292294596,"gpt":0.3865940178863546,"spread":0.263275688656895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002968764,0.0002113466,0.0002001371,0.001368131,0.0005359905,0.0005180378,0.0001657997,0.000196355,0.001718246],"category_scores_gemma":[0.002000467,0.0001367325,0.0001649221,0.0004813202,0.000440096,0.0002359177,0.0006043907,0.0004448921,0.0001122372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808791,"about_ca_system_score_gemma":0.0002857668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003847746,"about_ca_topic_score_gemma":0.00754507,"domain_scores_codex":[0.9997919,0.0000481222,0.00002818445,0.0000261385,0.00004841611,0.00005726141],"domain_scores_gemma":[0.9988946,0.000224104,0.0005555729,0.00004025635,0.00008034905,0.0002050286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003628679,0.00003860076,0.9979236,0.000005584334,0.00001036357,0.00009958433,0.0001454748,0.00001441155,0.0003259367,0.0000141621,0.00001291413,0.001372929],"study_design_scores_gemma":[7.181292e-7,0.00003868914,0.9993705,0.000002462903,0.000003023085,0.0002142677,0.0002555959,0.00003010684,0.00004672056,0.00001307349,0.00002392156,8.540407e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997241,0.00003639059,0.00001030458,0.000009509306,7.604083e-7,0.000002164853,0.00001834083,4.819507e-7,0.000198053],"genre_scores_gemma":[0.9998152,0.00002805151,0.0000352584,0.000004139673,0.000001249715,0.000002086866,0.00003214135,2.966344e-7,0.00008175753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003847746,"threshold_uncertainty_score":0.007650733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412875333","doi":"10.61838/kman.hn.3.3.1","title":"The Impact of Cognitive Fatigue and Sleep Quality on Reaction Time in Athletes","year":2025,"lang":"en","type":"article","venue":"Health Nexus","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University; Queen's University","funders":"","keywords":"Sleep quality; Athletes; Cognition; Sleep (system call); Psychology; Physical medicine and rehabilitation; Medicine; Physical therapy; Computer science; Psychiatry","authors":[{"name":"Karina Batthyány","is_ca":true},{"name":"Sarah Turner","is_ca":true},{"name":"Seyed Milad Saadati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06164412725353562,"gpt":0.449106431973537,"spread":0.3874623047200014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481938,0.0003184134,0.0002990821,0.0005275262,0.0002422407,0.0005727231,0.0002479444,0.0002968566,0.001795321],"category_scores_gemma":[0.009362322,0.0001768163,0.0005323475,0.0003803427,0.0002988222,0.0002491019,0.000297089,0.0002819265,0.0001738201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510349,"about_ca_system_score_gemma":0.0005106881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02361761,"about_ca_topic_score_gemma":0.02892278,"domain_scores_codex":[0.9992005,0.0002117186,0.0000948321,0.0001138968,0.0002668028,0.0001122161],"domain_scores_gemma":[0.9947953,0.002378121,0.001815262,0.0001984094,0.0005349978,0.0002779728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001522308,0.0002117075,0.967004,0.0001708644,0.0002933331,0.0001072652,0.00103376,0.0005973396,0.005892956,0.00006205247,0.0000916126,0.02301267],"study_design_scores_gemma":[0.000004351551,0.0002609777,0.9990526,0.000006897012,0.00002560213,0.00004040662,0.0001088855,0.0002258422,0.0001995489,0.00001676103,0.00005361472,0.000004545978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984286,0.0002347662,0.0003706668,0.00002076183,0.000007285161,0.00001917337,0.00008597934,0.0000058433,0.0008268213],"genre_scores_gemma":[0.999126,0.0001406532,0.0002910875,0.00001998503,0.000009374329,0.00001153963,0.00007939969,0.000003266439,0.0003185576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02361761,"threshold_uncertainty_score":0.04696029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400379980","doi":"10.61838/kman.hn.2.3.10","title":"Healthcare Providers' Perspectives on the Implementation of Patient-Centered Care Models in Hospitals","year":2024,"lang":"en","type":"article","venue":"Health Nexus","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Health care; Nursing; Medicine; Political science","authors":[{"name":"Oriana Piskorz-Ryń","is_ca":false},{"name":"Geoffrey Olsen","is_ca":false},{"name":"Valerie Karstensen","is_ca":false},{"name":"Daniela Gottschlich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.135462505185437,"gpt":0.4493365042038857,"spread":0.3138739990184487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04546477,0.0004438617,0.0004620721,0.000940338,0.007815685,0.009411345,0.001422763,0.002783549,0.001672254],"category_scores_gemma":[0.04955356,0.0007080397,0.0007324081,0.001206859,0.007795846,0.005216254,0.006612382,0.004840721,0.0001914892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039252,"about_ca_system_score_gemma":0.01578411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006385,"about_ca_topic_score_gemma":0.01028477,"domain_scores_codex":[0.8931443,0.09038044,0.002304659,0.001129051,0.006485956,0.006555442],"domain_scores_gemma":[0.9189688,0.05555176,0.008333484,0.001433442,0.008193561,0.00751902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008751969,0.00006926218,0.009157395,0.0003757539,0.00003686276,0.001063556,0.9619754,0.0003173838,0.0009928051,0.007862821,0.002345206,0.01571611],"study_design_scores_gemma":[0.00001949809,0.0001796318,0.003861482,0.0007178432,0.00002649877,0.000625536,0.9608573,0.0002786916,0.0006487534,0.001091103,0.03164959,0.00004402939],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8781059,0.004478617,0.01050989,0.07887889,0.0004677068,0.0001878785,0.0001083853,0.00005002976,0.02721275],"genre_scores_gemma":[0.9908642,0.001803797,0.001750048,0.00429003,0.00008939639,0.00006088872,0.000028172,0.00001979288,0.001093702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04546477,"threshold_uncertainty_score":0.2404435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389404163","doi":"10.61838/hn.1.1.10","title":"The Impact of Doing Assignments with Chatbots on The Students’ Working Memory","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"AI in Service Interactions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Working memory; Chatbot; Cognitive load; Cognition; Psychology; Cognitive psychology; Differential effects; Developmental psychology; Computer science; Artificial intelligence; Medicine","authors":[{"name":"Mehdi Rostami","is_ca":true},{"name":"Parichehr Mehdi Abadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05342972382339752,"gpt":0.3788875285903532,"spread":0.3254578047669557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001135283,0.0004125922,0.0004092726,0.0005098853,0.0004376852,0.00125045,0.000419378,0.0003575987,0.002311217],"category_scores_gemma":[0.01052341,0.0001274521,0.0003231548,0.0002260166,0.0004003436,0.0004528739,0.0007270018,0.0005313319,0.0003545945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378783,"about_ca_system_score_gemma":0.0003762673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005226917,"about_ca_topic_score_gemma":0.0007963277,"domain_scores_codex":[0.9990409,0.0003329999,0.00009602816,0.0001185171,0.0002323411,0.0001792611],"domain_scores_gemma":[0.9916078,0.00439915,0.001308495,0.0005621124,0.0007121391,0.001410451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004412849,0.01091915,0.5585415,0.0006662301,0.0003533742,0.001019974,0.02080518,0.001007049,0.05565706,0.0003079669,0.0006483984,0.3456613],"study_design_scores_gemma":[0.00007173389,0.009621451,0.9625982,0.00008776365,0.0002951328,0.0004557708,0.008577154,0.0009749787,0.01478374,0.0004740031,0.00200337,0.0000567208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993331,0.00007386645,0.0001338904,0.0000166492,0.000005355416,0.000006604188,0.0000074232,0.000006928084,0.000416222],"genre_scores_gemma":[0.9993511,0.00004844025,0.0001758048,0.000009626546,0.000005585846,0.00001125672,0.00001236184,0.0000020792,0.0003837933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002311217,"threshold_uncertainty_score":0.007731855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412729578","doi":"10.61838/kman.hn.3.4.1","title":"Identifying Barriers and Enablers to the Adoption of AI-Based Triage Tools in Emergency Departments","year":2025,"lang":"en","type":"article","venue":"Health Nexus","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triage; Business; Medical emergency; Knowledge management; Medicine; Computer science","authors":[{"name":"Seyed Milad Saadati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1943506257565223,"gpt":0.483418971493108,"spread":0.2890683457365857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0351021,0.000536074,0.0006519576,0.002196936,0.003194021,0.006196433,0.001897315,0.00132802,0.001299656],"category_scores_gemma":[0.1255673,0.0008038779,0.0006443961,0.001924266,0.003609079,0.004192181,0.005316084,0.002947757,0.0001627307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006420776,"about_ca_system_score_gemma":0.02269583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02163422,"about_ca_topic_score_gemma":0.02401748,"domain_scores_codex":[0.9620413,0.02052337,0.003642808,0.001778308,0.007059189,0.004955026],"domain_scores_gemma":[0.860755,0.1054261,0.01340105,0.002821751,0.0123706,0.005225462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002113198,0.0002901272,0.1973433,0.00184589,0.0001107979,0.001953173,0.7200678,0.00065817,0.003232394,0.005811275,0.0009594824,0.06751627],"study_design_scores_gemma":[0.0000300316,0.0003612775,0.08956636,0.00237032,0.0001109375,0.0006907031,0.8850044,0.002148698,0.001791209,0.002512918,0.01531746,0.00009576773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885061,0.0005884473,0.003976095,0.00393059,0.0000338961,0.0002728322,0.00006388308,0.00002609441,0.00260197],"genre_scores_gemma":[0.9950981,0.0006484338,0.003328627,0.0003554005,0.00001159125,0.0002099927,0.00004003616,0.00001077314,0.0002970916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0351021,"threshold_uncertainty_score":0.1856399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406820092","doi":"10.61838/kman.hn.3.1.3","title":"Somalia: Ageing Situation and the Demand for Geriatric Care","year":2025,"lang":"en","type":"article","venue":"Health Nexus","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Ageing; Geriatric care; Gerontology; Business; Medicine; Nursing","authors":[{"name":"Abul Hasan BakiBillah","is_ca":false},{"name":"Faisal Muhammad","is_ca":true},{"name":"Basit Ali Haidari","is_ca":false},{"name":"Shahrukh Rummana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0322978667056543,"gpt":0.4499992489769799,"spread":0.4177013822713256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005232278,0.0001468886,0.0001924617,0.0006654505,0.001730851,0.002012271,0.0003398589,0.001386056,0.006052962],"category_scores_gemma":[0.001693761,0.000105627,0.0001936874,0.001197999,0.0009188128,0.001332269,0.001200856,0.001204983,0.0006373076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744095,"about_ca_system_score_gemma":0.003008505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02697946,"about_ca_topic_score_gemma":0.0606313,"domain_scores_codex":[0.9996554,0.00009857689,0.00002938866,0.00002598387,0.00005291719,0.0001377656],"domain_scores_gemma":[0.9992938,0.00008871438,0.0002164161,0.0000123047,0.0001128968,0.0002757257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002448293,0.0002717001,0.6420724,0.001354601,0.0001043713,0.007112687,0.0559072,0.0002630335,0.001414816,0.01916318,0.1009008,0.1711903],"study_design_scores_gemma":[0.00001930194,0.0001901451,0.7602146,0.001898506,0.00005666063,0.002594391,0.09029889,0.0002030201,0.0001210198,0.004911195,0.1394415,0.00005083057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226041,0.0466576,0.0001423136,0.188447,0.0007956793,0.00002310665,0.0009644685,0.00002583541,0.04034],"genre_scores_gemma":[0.9605616,0.02611024,0.0001889742,0.008881056,0.0004370396,0.00001425026,0.0002388165,0.000005911335,0.003562142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02697946,"threshold_uncertainty_score":0.05364484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397290103","doi":"10.61838/kman.hn.2.1.14","title":"Presenting a Model of Psychological Vulnerability Based on Alexithymia in Multiple Sclerosis Patients: The Mediating Role of Anxious Thoughts","year":2024,"lang":"en","type":"article","venue":"Health Nexus","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Multiple sclerosis; Psychology; Vulnerability (computing); Clinical psychology; Anxiety; Psychiatry; Computer science","authors":[{"name":"Laleh Salimi","is_ca":false},{"name":"Mohammadreza Zarbakhsh Bahri","is_ca":false},{"name":"Alireza Pirkhaefi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0756982650847802,"gpt":0.3435096980371166,"spread":0.2678114329523364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002181675,0.001878373,0.0006309111,0.001883091,0.00104127,0.002810026,0.001369074,0.0009669556,0.00570786],"category_scores_gemma":[0.006596206,0.0008282528,0.002607951,0.001017544,0.001646291,0.002072259,0.002367026,0.001848368,0.0003579347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729361,"about_ca_system_score_gemma":0.004176733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024627,"about_ca_topic_score_gemma":0.007298762,"domain_scores_codex":[0.9977589,0.001285141,0.0001105945,0.0003116172,0.0003047515,0.00022902],"domain_scores_gemma":[0.9964865,0.002177109,0.0006157542,0.0001455264,0.000250492,0.0003245118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006270938,0.001211803,0.9126064,0.0004196846,0.001402457,0.00291751,0.01860197,0.005335571,0.001641375,0.02190453,0.001157528,0.03217398],"study_design_scores_gemma":[0.0004584667,0.001995586,0.8376417,0.000844572,0.002614823,0.005946552,0.01751111,0.07416078,0.0008188118,0.0542647,0.003504956,0.0002378467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787484,0.0008337031,0.006702533,0.003845808,0.00006952832,0.0002735698,0.0002908621,0.00008083414,0.009154757],"genre_scores_gemma":[0.9963359,0.0003973121,0.002351795,0.00009957087,0.00002096227,0.0001169459,0.0001362161,0.000004230125,0.0005371366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024627,"threshold_uncertainty_score":0.02037328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413464589","doi":"10.61838/kman.hn.3.4.2","title":"Understanding User Perceptions of Personalized Feedback in Digital Health Tools","year":2025,"lang":"en","type":"article","venue":"Health Nexus","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Human–computer interaction; Computer science; Perception; Digital health; Personalized medicine; Multimedia; Psychology; Health care; Bioinformatics; Neuroscience; Biology; Political science","authors":[{"name":"Oriana Piskorz-Ryń","is_ca":false},{"name":"Rafael Ballester‐Ripoll","is_ca":false},{"name":"Daniela Gottschlich","is_ca":true},{"name":"Mehdi Rostami","is_ca":true},{"name":"Sefa Bulut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2887316131367612,"gpt":0.4900259001511312,"spread":0.20129428701437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008161284,0.0003933372,0.0003472806,0.0007795945,0.001015232,0.003254684,0.0005061998,0.001049393,0.001545624],"category_scores_gemma":[0.02623709,0.0002757714,0.0004097803,0.0004387682,0.001626188,0.00284063,0.001909543,0.0007723207,0.0001562419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203889,"about_ca_system_score_gemma":0.0007444606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305239,"about_ca_topic_score_gemma":0.001841499,"domain_scores_codex":[0.9942503,0.004081303,0.0002421163,0.0002083415,0.00078848,0.0004294974],"domain_scores_gemma":[0.9802117,0.01590374,0.001682144,0.000400518,0.001285853,0.0005160207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003609008,0.0001395363,0.05565887,0.0007020827,0.00005077946,0.0007151146,0.8842173,0.0002875456,0.006542271,0.00120311,0.0004868129,0.04963568],"study_design_scores_gemma":[0.00006457388,0.001297544,0.1234542,0.001042019,0.000177667,0.001633599,0.8364041,0.002756195,0.004239699,0.002122886,0.02665656,0.0001508693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914335,0.0005826282,0.004411822,0.0006594441,0.00001556943,0.00004441692,0.00003491361,0.00003374292,0.002783929],"genre_scores_gemma":[0.9976713,0.0002481971,0.001391419,0.0001891646,0.000008700783,0.0000335578,0.00001759077,0.00000812408,0.0004319069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008161284,"threshold_uncertainty_score":0.04316157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391457504","doi":"10.61838/kman.hn.1.3.7","title":"The Impact of Occupational Therapy on Motor Function and Activities of Daily Living in Stroke Survivors","year":2023,"lang":"en","type":"article","venue":"Health Nexus","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Occupational therapy; Activities of daily living; Rehabilitation; Stroke (engine); Medicine; Physical therapy; Quality of life (healthcare); Physical medicine and rehabilitation; Motor function; Health care; Nursing","authors":[{"name":"Hamidreza Majlessi Koupaei","is_ca":true},{"name":"Rozina Farista","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05287491530021317,"gpt":0.3782671898787762,"spread":0.325392274578563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111088,0.0002435705,0.0004544911,0.0004795746,0.0004870672,0.000299413,0.0001828338,0.0003252572,0.00170915],"category_scores_gemma":[0.002146505,0.00009443713,0.0004794837,0.0002384926,0.0003776079,0.0002550305,0.0004853834,0.0002074853,0.0002020599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968107,"about_ca_system_score_gemma":0.0006457197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120091,"about_ca_topic_score_gemma":0.003266679,"domain_scores_codex":[0.9989432,0.0005595896,0.00008647489,0.00005740474,0.0001699444,0.0001834279],"domain_scores_gemma":[0.9993277,0.0002790942,0.0001033201,0.00003910863,0.00007410721,0.0001767735],"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":[0.016563,0.06550706,0.331467,0.002410162,0.001079702,0.0009341553,0.009110831,0.001077964,0.02965394,0.0002992384,0.001033941,0.540863],"study_design_scores_gemma":[0.0003337205,0.06076808,0.9319615,0.0001355373,0.0002215426,0.0002167596,0.002531067,0.0002206863,0.002263365,0.0002048055,0.001119301,0.00002360506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987108,0.000471569,0.00003922306,0.00003896004,0.000007223976,0.00004456562,0.00001823188,0.00000162358,0.0006677611],"genre_scores_gemma":[0.9990842,0.0004034111,0.0001086183,0.00002248446,0.000008675967,0.00006253033,0.00002836023,5.429134e-7,0.000281031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00170915,"threshold_uncertainty_score":0.005874991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412875309","doi":"10.61838/kman.hn.3.3.12","title":"Exploring the Factors Influencing AI Integration in Clinical Diagnostic Decision-Making","year":2025,"lang":"en","type":"article","venue":"Health Nexus","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Clinical decision making; Medical decision making; Psychology; Artificial intelligence; Computer science; Medicine; Intensive care medicine; Family medicine","authors":[{"name":"Seyed Amir Saadati","is_ca":false},{"name":"M. James","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3864279288445983,"gpt":0.539529877302267,"spread":0.1531019484576687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0574122,0.0005550232,0.000474075,0.00282828,0.003908369,0.01048912,0.001443231,0.001485065,0.001458032],"category_scores_gemma":[0.1592522,0.0008229708,0.0007759501,0.002234458,0.006879482,0.00569823,0.005631667,0.002649207,0.0002511652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009567466,"about_ca_system_score_gemma":0.02983521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572782,"about_ca_topic_score_gemma":0.01722113,"domain_scores_codex":[0.9066953,0.0707185,0.004799572,0.002406256,0.009988496,0.005391824],"domain_scores_gemma":[0.7790241,0.1785058,0.01715774,0.003095487,0.01486134,0.007355533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002521389,0.0004509279,0.2082088,0.001154241,0.000235028,0.00178565,0.6511151,0.001283506,0.002844575,0.007896477,0.001134815,0.1236387],"study_design_scores_gemma":[0.00009112069,0.0005760941,0.1367884,0.002882812,0.0003078765,0.001941222,0.7953482,0.007984434,0.004067912,0.01474226,0.03501443,0.0002552035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533486,0.001544865,0.02055956,0.01141681,0.00006533754,0.0003637231,0.00005567061,0.00005939844,0.01258601],"genre_scores_gemma":[0.9883002,0.0005262231,0.01026038,0.0005251367,0.00002421688,0.00006952471,0.00002817686,0.00001271163,0.0002533938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0574122,"threshold_uncertainty_score":0.3036283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404636496","doi":"10.61838/kman.hn.2.1.16","title":"Effectiveness of Cognitive-Analytical Therapy on Alexithymia and Interpersonal Problems in Patients with Functional Dyspepsia","year":2024,"lang":"en","type":"article","venue":"Health Nexus","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Cronbach's alpha; Clinical psychology; Interpersonal communication; Cognition; Interpersonal psychotherapy; Group psychotherapy; Population; Cognitive therapy; Psychological intervention; Psychology; Intervention (counseling); Psychotherapist; Medicine; Randomized controlled trial; Psychiatry; Psychometrics; Internal medicine","authors":[{"name":"Maliheh Arab Hashemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0240313749827519,"gpt":0.3060988916470838,"spread":0.2820675166643319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006421856,0.0002157914,0.0003737439,0.0002263795,0.0003521077,0.000174368,0.0001915482,0.0002289391,0.0008016573],"category_scores_gemma":[0.001465798,0.00008570976,0.0003942183,0.0001306234,0.0001985878,0.00018033,0.0002627576,0.0003619244,0.00005566695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400725,"about_ca_system_score_gemma":0.0004596789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007238124,"about_ca_topic_score_gemma":0.001574479,"domain_scores_codex":[0.9996142,0.0002102893,0.00003428236,0.00002722214,0.00006208604,0.0000518151],"domain_scores_gemma":[0.9995882,0.0001733518,0.00007135998,0.00002102472,0.00002859725,0.0001174442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01884333,0.1382351,0.1064108,0.002272573,0.0006433757,0.0005059401,0.005098647,0.0011276,0.01672269,0.0002693996,0.000752885,0.7091177],"study_design_scores_gemma":[0.007161465,0.1770993,0.8032165,0.0002462952,0.0006968665,0.0005042159,0.002311263,0.001573453,0.004227582,0.0002454827,0.002674322,0.00004327952],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990268,0.0002587936,0.00004417909,0.00004147159,0.00001010353,0.00006839434,0.000006266059,0.000002669287,0.0005412878],"genre_scores_gemma":[0.9991112,0.0003019164,0.0003189383,0.00002915843,0.00001372932,0.00006501531,0.00001495595,3.477292e-7,0.0001447507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008016573,"threshold_uncertainty_score":0.003396213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}