{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"c24a9b915d7d","filters":{"venue":"Acta Medica Marisiensis"}},"results":[{"id":"W2395601993","doi":"10.1515/amma-2016-0014","title":"Prevalence of Depression, Anxiety and Cognitive Impairment in Patients with Type 2 Diabetes from the Central Part of Romania","year":2016,"lang":"en","type":"article","venue":"Acta Medica Marisiensis","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Internal medicine; Diabetes mellitus; Type 2 diabetes; Montreal Cognitive Assessment; Cognition; Cognitive impairment; Psychiatry; Disease; Endocrinology","authors":[{"name":"Simona Cernea","is_ca":false},{"name":"Cristian Zoltai","is_ca":false},{"name":"Daniela Berbecilă","is_ca":false},{"name":"Floredana-Laura Șular","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005627069216601875,"gpt":0.2411978388039179,"spread":0.235570769587316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712447,0.00009755061,0.000283061,0.00003037655,0.00002618047,0.00000127694,0.00004860761,0.00006348567,0.000105556],"category_scores_gemma":[0.0003183532,0.00004625638,0.00002829028,0.0001146965,0.0001722023,0.000049534,0.00005822584,0.00009316738,9.436941e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004451324,"about_ca_system_score_gemma":0.0001876421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002634395,"about_ca_topic_score_gemma":0.00003127714,"domain_scores_codex":[0.9987389,0.00008982357,0.0002971225,0.0002066973,0.0003802631,0.0002872146],"domain_scores_gemma":[0.998867,0.0004139818,0.0001479288,0.0002019185,0.000117681,0.0002515373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007488286,0.0001686768,0.9613986,0.0002223831,0.00003138103,9.293697e-7,0.0004663225,3.086017e-9,0.0001097586,4.434486e-7,0.001091014,0.03576167],"study_design_scores_gemma":[0.003248958,0.0006486273,0.9927453,0.001756156,0.0001369449,9.958865e-7,0.0001396512,0.000001848496,0.0008644897,0.000004953397,0.0004009556,0.0000511496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997784,0.0004380779,0.000001461135,0.0006962413,0.0001292859,0.0006145496,0.0002037607,0.000006152493,0.000126513],"genre_scores_gemma":[0.9980358,0.001284894,0.00005972017,0.0005108119,0.00004459592,0.00001145079,0.00002856037,0.000008768986,0.00001539629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571051,"threshold_uncertainty_score":0.188628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564241187","doi":"10.1515/amma-2015-0092","title":"Mass Casualty Incidents and Disaster Participation in Real versus Simulated Events in Romania","year":2016,"lang":"en","type":"article","venue":"Acta Medica Marisiensis","topic":"Disaster Response and Management","field":"Health Professions","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":"Mass Casualty; Mass-casualty incident; Medicine; Medical emergency; Quarter (Canadian coin); Psychological intervention; Applied psychology; Disaster medicine; Suicide prevention; Poison control; Psychiatry; Psychology","authors":[{"name":"Adrian Stănescu","is_ca":false},{"name":"Cristian Boeriu","is_ca":false},{"name":"Sanda‐Maria Copotoiu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06103183696685707,"gpt":0.4288255272743792,"spread":0.3677936903075221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008881851,0.0001284392,0.0002231331,0.0001980771,0.00007926131,0.000004375946,0.00009261767,0.000143887,0.0001771069],"category_scores_gemma":[0.0007130106,0.00009228189,0.00001459201,0.0001725848,0.00004952662,0.0002248393,0.0002729148,0.0001745604,0.00006048837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617259,"about_ca_system_score_gemma":0.00005071349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181863,"about_ca_topic_score_gemma":0.004343199,"domain_scores_codex":[0.9979822,0.0005375487,0.0004575051,0.0003037289,0.0002792591,0.0004397502],"domain_scores_gemma":[0.9986555,0.0007955583,0.0001143889,0.0002415496,0.00002700345,0.0001660199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002155291,0.0001609302,0.9218589,0.0001274721,0.00006725323,0.00008946081,0.02703928,7.380596e-7,0.0007324489,0.0003664661,0.002009796,0.04539198],"study_design_scores_gemma":[0.005825316,0.0001157058,0.9838738,0.0003938653,0.00003460553,3.141901e-7,0.003503336,0.0002730215,0.000003802548,0.0004147466,0.005412757,0.0001486748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933014,0.00001348943,0.00002631489,0.002221575,0.0003746017,0.0004877581,0.000006496949,0.00002760436,0.00354076],"genre_scores_gemma":[0.9981751,0.0002389833,0.00003169956,0.000381924,0.00003516627,0.00005657625,0.000009174082,0.00001587681,0.001055426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06201497,"threshold_uncertainty_score":0.3763146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2407406340","doi":"10.1515/amma-2016-0015","title":"Association Between Sleep Disorder and Increased Body Mass Index in Adult Patients","year":2016,"lang":"en","type":"article","venue":"Acta Medica Marisiensis","topic":"Sleep and related disorders","field":"Psychology","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":"Medicine; Body mass index; Obesity; Sleep disorder; Risk factor; Sleep (system call); Incidence (geometry); Internal medicine; Psychiatry; Insomnia","authors":[{"name":"Andreea Elena Bocicor","is_ca":false},{"name":"Gabriela Buicu","is_ca":false},{"name":"Daniela Sabau","is_ca":false},{"name":"Andreea Varga","is_ca":false},{"name":"Ioan Ţilea","is_ca":false},{"name":"I Gabos-Grecu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004009528074102737,"gpt":0.2318209356387982,"spread":0.2278114075646955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003927522,0.0001886296,0.0002862089,0.0002402447,0.00006562225,0.00001506901,0.0001635064,0.0005649556,0.001016316],"category_scores_gemma":[0.001204698,0.0001339433,0.00005243776,0.0003084876,0.00008625505,0.0001350131,0.00006599907,0.0002854451,0.0001382983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191472,"about_ca_system_score_gemma":0.00002101459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551118,"about_ca_topic_score_gemma":0.0002459206,"domain_scores_codex":[0.9980387,0.0002476507,0.0003909839,0.0004179878,0.0004239097,0.0004807758],"domain_scores_gemma":[0.9984711,0.0007342007,0.0002057791,0.0002905192,0.000107584,0.0001907476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005573469,0.0001540157,0.9009632,0.000003747617,0.0004147915,0.000004875526,0.0003171236,2.771025e-8,0.00002031149,0.00002469935,0.01045796,0.08758349],"study_design_scores_gemma":[0.006734507,0.00008193347,0.9846131,0.00003730098,0.0001677027,4.206297e-7,0.0002691932,0.0000175227,0.000006755222,0.0002649932,0.007598769,0.0002078605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98848,0.00006251627,0.0001066668,0.004245855,0.0005427988,0.0002617738,0.00006281268,0.00005536226,0.006182178],"genre_scores_gemma":[0.9982004,0.0002122703,0.00002668108,0.000463491,0.00008162116,0.00003345356,0.00005790983,0.00002920256,0.0008950123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08737563,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976725900","doi":"10.2478/amma-2019-0018","title":"Silent Ischemic Stroke Was Revealed after Screening for Cognitive Dysfunction in a Hypertensive Patient with New Onset Atrial Fibrillation – Case Report","year":2019,"lang":"en","type":"article","venue":"Acta Medica Marisiensis","topic":"Dementia and Cognitive Impairment Research","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":"Studium – Prospero Alapítvány","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Depression (economics); Cognition; Cognitive decline; Dementia; Montreal Cognitive Assessment; Magnetic resonance imaging; Cardiology; Internal medicine; Rehabilitation; Cognitive impairment; Pediatrics; Physical therapy; Psychiatry; Radiology; Disease","authors":[{"name":"Tünde Pál","is_ca":false},{"name":"Zoltán Preg","is_ca":false},{"name":"Enikő Nemes-Nagy","is_ca":false},{"name":"Robert Gabriel Tripon","is_ca":false},{"name":"Beáta Baróti","is_ca":false},{"name":"Márta Germán-Salló","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01577821141400696,"gpt":0.2784146776835337,"spread":0.2626364662695267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005177797,0.0002428156,0.0005003997,0.0003046427,0.00006470548,0.00003004225,0.00003813573,0.0001626496,0.0004596511],"category_scores_gemma":[0.001397413,0.0001920979,0.0001854846,0.0003028165,0.00007056472,0.0001935865,0.00006157679,0.0003027021,0.00002413519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304038,"about_ca_system_score_gemma":0.0004616279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004706361,"about_ca_topic_score_gemma":0.0001386931,"domain_scores_codex":[0.9974708,0.00008260716,0.0005129942,0.0006143882,0.0008224132,0.0004968283],"domain_scores_gemma":[0.9979888,0.0005457496,0.0002273093,0.0002890796,0.0006198027,0.0003292172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01935481,0.00009627881,0.861568,0.0001596734,0.000611719,0.02017679,0.0008559602,0.000003434249,0.00163659,2.770556e-7,0.006697441,0.088839],"study_design_scores_gemma":[0.04230654,0.01098841,0.8310567,0.002352364,0.002441652,0.07329119,0.01082538,0.002547538,0.007486924,0.00001409432,0.01573162,0.0009575612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935343,0.0001450434,0.000943407,0.001621611,0.0002079918,0.002842942,0.00007944315,0.0000376264,0.0005876559],"genre_scores_gemma":[0.9954006,0.0000430267,0.00100102,0.0005764059,0.0002993307,0.00008493682,0.0005746335,0.0000384075,0.001981605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08788144,"threshold_uncertainty_score":0.7833524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758545630","doi":"10.1515/amma-2017-0012","title":"Evaluation of Early Postoperative Cognitive Dysfunction Incidence and Involved Neurocognitive Functions in Patients with Cardiac and Noncardiac Surgery Under General Anesthesia","year":2017,"lang":"en","type":"article","venue":"Acta Medica Marisiensis","topic":"Cardiac, Anesthesia and Surgical Outcomes","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":"Medicine; Postoperative cognitive dysfunction; Neurocognitive; Anesthesia; Cognition; Incidence (geometry); Montreal Cognitive Assessment; Cardiopulmonary bypass; Cardiac surgery; Neuropsychology; Prospective cohort study; Surgery; Cognitive impairment; Psychiatry","authors":[{"name":"Carmen Sircuţa","is_ca":false},{"name":"Tunde Lucza","is_ca":false},{"name":"Mihaly Veres","is_ca":false},{"name":"Ildiko Szomoru","is_ca":false},{"name":"Leonard Azamfirei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02229616088053363,"gpt":0.2671306258815293,"spread":0.2448344650009957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001665066,0.0002254824,0.0008858426,0.0002209198,0.0002091248,0.00005295745,0.00004293141,0.0001557462,0.00002186032],"category_scores_gemma":[0.002232574,0.0001749311,0.0001410619,0.0001586784,0.0004253216,0.0003985693,0.00005283399,0.0002394986,0.000002734525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007224322,"about_ca_system_score_gemma":0.000304061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004640924,"about_ca_topic_score_gemma":0.00005635872,"domain_scores_codex":[0.9973586,0.000515311,0.0003292222,0.00043593,0.001118832,0.000242138],"domain_scores_gemma":[0.9969451,0.001156367,0.0002425816,0.0002950006,0.001150494,0.0002104902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008238542,0.00008525889,0.9744395,0.00001882988,0.0002731293,0.00003458997,0.0005047194,5.722467e-7,0.00005059574,0.00001407572,0.00006263069,0.02369226],"study_design_scores_gemma":[0.002919741,0.0004277199,0.9939645,0.0002096441,0.001347093,0.00002167276,0.0006492637,0.00008712729,0.00006543093,0.00001224713,0.0001149595,0.0001805887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996667,0.0001704269,0.00001781951,0.001274337,0.0001169505,0.000881576,0.00001649029,0.00001514231,0.0008402473],"genre_scores_gemma":[0.9991089,0.0001483802,0.00003906746,0.0004104052,0.00006235699,0.00006441095,0.00007671692,0.00002263787,0.0000671232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02351167,"threshold_uncertainty_score":0.7133483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}