{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"973dc456551a","filters":{"venue":"Journal of Research in Health Sciences"}},"results":[{"id":"W4249341682","doi":"10.34172/jrhs.2020.28","title":"Cigarette Smoking and Its Financial Burden among Iranian Households: Evidence from Household Income and Expenditures Survey","year":2020,"lang":"en","type":"article","venue":"Journal of Research in Health Sciences","topic":"Smoking Behavior and Cessation","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":"Dalhousie University","funders":"","keywords":"Tobit model; Socioeconomic status; Consumption (sociology); Household income; Environmental health; Tobacco control; Educational attainment; Psychological intervention; Index (typography); Socioeconomics; Medicine; Geography; Economics; Population; Public health; Economic growth","authors":[{"name":"Enayatollah Homaie Rad","is_ca":false},{"name":"Mohammad Hajizadeh","is_ca":true},{"name":"Satar Rezaei","is_ca":false},{"name":"Anita Reihanian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3316857885173907,"gpt":0.4501337954966505,"spread":0.1184480069792598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01039531,0.00009398991,0.0003329443,0.0003565397,0.0003084922,0.0001415977,0.0002465981,0.0000879327,0.00001276337],"category_scores_gemma":[0.002100667,0.00007144388,0.00002629679,0.0007008158,0.0003733739,0.000580401,0.00009244521,0.0009196558,1.284659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078086,"about_ca_system_score_gemma":0.0007634537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397346,"about_ca_topic_score_gemma":0.0002837852,"domain_scores_codex":[0.9965972,0.0005815292,0.0005331619,0.0002791685,0.001614195,0.0003947279],"domain_scores_gemma":[0.998041,0.00098029,0.0002588968,0.00008285569,0.0001502221,0.0004867424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574331,0.00001287457,0.9953464,0.0001306302,0.000003896914,0.00009781973,0.002140392,0.00003679273,0.0001470546,0.000005433506,0.000197592,0.001723684],"study_design_scores_gemma":[0.000558598,0.001183036,0.9946392,0.002280889,0.000006307879,0.00003209554,0.0006464862,0.0002226068,0.0002439772,0.00007276144,0.00005215729,0.00006188082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830116,0.006003173,0.000008037121,0.01059865,0.0001359022,0.0002188619,0.000008468682,0.000009263113,0.000006038835],"genre_scores_gemma":[0.9963301,0.002834755,0.00006146571,0.0003382917,0.0004208992,0.000002860288,7.253663e-7,0.000007727903,0.000003137467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331853,"threshold_uncertainty_score":0.5135794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573892601","doi":"10.34172/jrhs6222","title":"Health Services Accreditation Standards for Information management in Canada, New Zealand and USA: A Comparative Study","year":2006,"lang":"en","type":"article","venue":"Journal of Research in Health Sciences","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accreditation; Business; Health care; Quality (philosophy); Medicine; Public relations; Medical education; Political science","authors":[{"name":"Reza Safdari","is_ca":false},{"name":"Zahra Meidani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3023480653628445,"gpt":0.6149604221778386,"spread":0.3126123568149942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03809403,0.00008946541,0.0004091476,0.001091503,0.0008740312,0.00005391388,0.0002687304,0.0000319033,0.000008697108],"category_scores_gemma":[0.00007285017,0.00007089474,0.00001442147,0.001185348,0.00007134624,0.0007925678,0.00008737884,0.0005623832,0.000001184094],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114526,"about_ca_system_score_gemma":0.02316833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9622127,"about_ca_topic_score_gemma":0.9901906,"domain_scores_codex":[0.993278,0.002039199,0.001750901,0.0001693097,0.001913178,0.0008493779],"domain_scores_gemma":[0.9971737,0.001092249,0.0007969259,0.0000939453,0.000530565,0.0003126611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007137859,0.0002611779,0.7511874,0.009337456,0.00002146219,0.00001574354,0.06835681,0.001822199,2.114314e-7,0.008102134,0.101491,0.05869052],"study_design_scores_gemma":[0.002352746,0.001618095,0.688042,0.001525844,0.000001173995,0.000001243666,0.2230787,0.0007189444,1.965603e-7,0.003834179,0.078764,0.00006289718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968101,0.0008724801,0.000307859,0.09512575,0.0006060136,0.005502291,0.00004861975,0.000005393908,0.0007215302],"genre_scores_gemma":[0.9952435,0.0007304754,0.002156582,0.001454224,0.0001636096,0.00008004512,0.000004912923,0.000003237737,0.0001633657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1547219,"threshold_uncertainty_score":0.9904846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3149628252","doi":"10.34172/jrhs.2021.39","title":"Kidney Complications of COVID-19: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Research in Health Sciences","topic":"COVID-19 Clinical Research Studies","field":"Medicine","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 British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Internal medicine; Incidence (geometry); Acute kidney injury; Confidence interval; Creatinine; Renal function; Kidney disease; Blood urea nitrogen","authors":[{"name":"Naser Nasiri","is_ca":false},{"name":"Shoboo Rahmati","is_ca":false},{"name":"Abbas Etminan","is_ca":false},{"name":"Hamid Sharifi","is_ca":false},{"name":"Azam Bazrafshan","is_ca":false},{"name":"Mohammad Karamouzian","is_ca":true},{"name":"Ali Sharifi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7589288968789963,"gpt":0.7155454327324215,"spread":0.04338346414657479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09964694,0.0002535734,0.01411109,0.003717874,0.0003802826,0.00006463622,0.000992012,0.0001151179,0.0002093674],"category_scores_gemma":[0.3088538,0.0001340395,0.002452767,0.01228114,0.001852887,0.0001094777,0.0005139299,0.001764348,0.000003982407],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412599,"about_ca_system_score_gemma":0.03578374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004747247,"about_ca_topic_score_gemma":0.0000405098,"domain_scores_codex":[0.9823809,0.007418538,0.004903699,0.0005651027,0.003976561,0.0007552314],"domain_scores_gemma":[0.8502926,0.1275183,0.008089872,0.002131324,0.005731311,0.006236584],"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":[0.000002545102,0.0001360454,0.00002634578,0.9794883,0.01755968,0.00005351567,0.0000487363,0.00000403091,9.327653e-9,0.0002259346,0.001658822,0.0007960285],"study_design_scores_gemma":[0.0002176637,0.001030357,0.00001074622,0.4379461,0.2355831,0.000123799,0.0001945199,0.00002997836,2.268869e-8,0.000217784,0.3245088,0.0001371729],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.370825e-8,0.8843076,0.00008456695,0.1125259,0.0000164324,0.002953375,0.0000604347,0.000003063073,0.00004856328],"genre_scores_gemma":[0.00001003769,0.9935279,0.001053886,0.004939027,0.00002911955,0.0002339647,0.000004861176,0.000009283589,0.0001919448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5415422,"threshold_uncertainty_score":0.9696825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393192376","doi":"10.34172/jrhs.2024.137","title":"A Good Night’s Sleep in Malta in 2023: A Cross-sectional Study Exploring Sleep Quality and its Determinants via Social Media","year":2024,"lang":"en","type":"article","venue":"Journal of Research in Health Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Sleep (system call); Cross-sectional study; Sleep quality; Social media; Environmental health; Medicine; Psychology; Psychiatry; Computer science; Insomnia","authors":[{"name":"Elizabeth Grech","is_ca":false},{"name":"Sarah Cuschieri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4259624144007165,"gpt":0.5712879852425108,"spread":0.1453255708417943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02959025,0.000116165,0.0003455575,0.002357246,0.0003364967,0.0001829137,0.0004412248,0.0001355347,0.0001304123],"category_scores_gemma":[0.0005870163,0.00008989566,0.00005231681,0.003003736,0.000419729,0.000586603,0.0001113207,0.001673909,0.00002073692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819542,"about_ca_system_score_gemma":0.0005469279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254899,"about_ca_topic_score_gemma":0.006772351,"domain_scores_codex":[0.9941531,0.001788874,0.001300895,0.0004370888,0.001456666,0.000863386],"domain_scores_gemma":[0.9975598,0.001819045,0.0001851263,0.00008193655,0.0001323183,0.000221733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000228169,0.0005752373,0.9624742,0.0001223736,0.00002219525,0.0006368911,0.02073713,0.00007008579,0.00001059034,0.0004170846,0.00002960747,0.01467639],"study_design_scores_gemma":[0.001508049,0.0006735732,0.9805029,0.0002031876,0.000001421841,0.00008924818,0.01376081,0.001144396,0.000002634177,0.001966194,0.00005982628,0.00008773673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874489,0.007607947,0.000002788128,0.001981974,0.002216387,0.0003497334,0.000003018706,0.000006971242,0.0003822737],"genre_scores_gemma":[0.999078,0.0005290632,0.00002198932,0.00003625762,0.0002463869,0.00004459196,1.708122e-7,0.000008042919,0.00003545756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02900323,"threshold_uncertainty_score":0.9992411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403080268","doi":"10.34172/jrhs.2024.162","title":"Investigation of the Link Between Food Assistance Programs and Physical Activity Among Children and Adolescents","year":2024,"lang":"en","type":"article","venue":"Journal of Research in Health Sciences","topic":"Obesity, Physical Activity, Diet","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":"Public Health Ontario; University of Toronto","funders":"","keywords":"Environmental health; Physical activity; Medicine; Gerontology; Food science; Psychology; Biology; Physical therapy","authors":[{"name":"Pardis Noormohammadpour","is_ca":true},{"name":"Nicole Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1244714123354524,"gpt":0.4341089559771188,"spread":0.3096375436416663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003796077,0.00006391526,0.0002607994,0.0002124408,0.0001471047,0.00007230483,0.000158525,0.00003377305,2.140264e-7],"category_scores_gemma":[0.0002103772,0.00003674783,0.00004236636,0.001078506,0.001605637,0.0003582461,0.0001151449,0.0008641973,1.792571e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008848839,"about_ca_system_score_gemma":0.0005688067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001801583,"about_ca_topic_score_gemma":0.00005929883,"domain_scores_codex":[0.9977738,0.0003866764,0.0002157123,0.0001825603,0.00116819,0.0002730687],"domain_scores_gemma":[0.9990703,0.0003253128,0.000151576,0.00008738315,0.0001223287,0.0002430303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000124057,0.0001438578,0.9559427,0.0005717664,0.000009176912,0.000001517829,0.0002765658,6.06615e-7,0.0001260858,0.0001086634,0.00001017593,0.04279641],"study_design_scores_gemma":[0.0002065162,0.001640536,0.9894474,0.003153297,0.000005894983,0.0000091955,0.00005539661,0.0004321468,0.0008685594,0.00414555,0.000007038232,0.00002843652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854034,0.0004601228,0.000002311561,0.01369298,0.00004741389,0.000370862,0.000002278584,0.000004307664,0.00001635393],"genre_scores_gemma":[0.9992819,0.0001111217,0.00008534939,0.00001274853,0.0004984535,0.000002106563,1.484517e-7,0.000003938819,0.000004232916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04276798,"threshold_uncertainty_score":0.5916036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393192349","doi":"10.34172/jrhs.2024.139","title":"How Do Genetic and Environmental Factors Influence Cardiometabolic Risk Factors? Findings from the Isfahan Twins Study","year":2024,"lang":"en","type":"article","venue":"Journal of Research in Health Sciences","topic":"Birth, Development, and Health","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":"University of British Columbia","funders":"Isfahan University of Medical Sciences","keywords":"Environmental health; Medicine; Twin study; Risk factor; Obesity; Demography; Biology; Genetics; Heritability; Endocrinology; Internal medicine","authors":[{"name":"Mojgan Gharipour","is_ca":false},{"name":"Minoo Dianatkhah","is_ca":false},{"name":"Shayesteh Jahanfar","is_ca":false},{"name":"Ana Paula dos Santos Rodrigues","is_ca":false},{"name":"Ava Eftekhari","is_ca":false},{"name":"Noushin Mohammadifard","is_ca":false},{"name":"Nizal Sarrafzadegan","is_ca":true},{"name":"Érika Aparecida Silveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.106589368823153,"gpt":0.4241003697790049,"spread":0.3175110009558519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007957305,0.0001342185,0.0004003292,0.0008328858,0.0006734371,0.0003851902,0.0003530117,0.00005265098,0.00001641734],"category_scores_gemma":[0.0004163956,0.0000705061,0.00006018049,0.001230195,0.0007046313,0.0003392433,0.0001156387,0.00126093,0.000002285696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114101,"about_ca_system_score_gemma":0.001985472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670797,"about_ca_topic_score_gemma":0.0002190359,"domain_scores_codex":[0.9958884,0.0006673537,0.0005347391,0.0003340194,0.001937293,0.0006382289],"domain_scores_gemma":[0.998091,0.001039497,0.0001539961,0.0001644695,0.00005308796,0.0004979036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001901257,0.00007078027,0.9831777,0.00008232803,0.00003085718,0.00004719475,0.01336398,0.00001025114,0.00009218582,0.00005143703,0.0001720196,0.002882299],"study_design_scores_gemma":[0.0003532892,0.001347032,0.9565342,0.0003353116,0.00001035872,0.0000337537,0.03888093,0.00006780791,0.00003994545,0.001058216,0.001279746,0.00005940739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782258,0.01502378,0.000005911771,0.005842961,0.0002860978,0.000565645,0.00002479764,0.00000684139,0.00001815091],"genre_scores_gemma":[0.9116058,0.08787398,0.0002101403,0.0001108306,0.0001750828,0.000004213427,8.159994e-7,0.000008004337,0.00001115606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0728502,"threshold_uncertainty_score":0.5549172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}