{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"11e760c12a8d","filters":{"venue":"Current Problems of Psychiatry"}},"results":[{"id":"W2752553849","doi":"10.1515/cpp-2017-0013","title":"Phantom limb phenomenon as an example of body image distortion","year":2017,"lang":"en","type":"article","venue":"Current Problems of Psychiatry","topic":"Pain Management and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Phantom limb; Imaging phantom; Phantom pain; Amputation; Phantom limb pain; Somatosensory system; Distortion (music); Psychology; Physical medicine and rehabilitation; Medicine; Physical therapy; Perception; Surgery; Radiology; Computer science; Psychiatry; Neuroscience","authors":[{"name":"Magdalena Razmus","is_ca":false},{"name":"Beata Daniluk","is_ca":false},{"name":"Piotr Markiewicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0450049164837204,"gpt":0.3339209962467727,"spread":0.2889160797630523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002675723,0.0001670109,0.000313931,0.0001150332,0.0001294011,0.00002471907,0.0002299775,0.00004321989,0.0001104221],"category_scores_gemma":[0.00001838002,0.0001437086,0.0001303653,0.00005091192,0.0001290377,0.0002778754,0.00006911585,0.00009757467,0.00002930228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003468951,"about_ca_system_score_gemma":0.00007632402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003473012,"about_ca_topic_score_gemma":0.00007476194,"domain_scores_codex":[0.9988045,0.00002759418,0.0003789738,0.0003096172,0.00027531,0.0002039756],"domain_scores_gemma":[0.9983472,0.000008611731,0.0005166375,0.0009282789,0.00008363527,0.0001156401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006116675,0.01249101,0.8815206,0.004969217,0.0005549392,0.000005120407,0.0008989117,0.000002954802,0.009691028,0.0291879,0.004438949,0.05562775],"study_design_scores_gemma":[0.01245137,0.005334025,0.9088061,0.002216834,0.001362179,0.000007487305,0.0003318178,0.0002989232,0.003493965,0.03840156,0.02668589,0.0006098876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976298,0.003728395,0.0009174721,0.0006403921,0.001628562,0.0009276684,0.00001580141,0.00005700862,0.01578673],"genre_scores_gemma":[0.9970907,0.0003689772,0.001768933,0.00001371574,0.0002437834,0.00003481148,0.0001152397,0.00002120925,0.0003426117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05501786,"threshold_uncertainty_score":0.5860268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293792352","doi":"10.2478/cpp-2022-0009","title":"ECT on a world map - a narrative review of the use of electroconvulsive therapy and its frequency in the world","year":2022,"lang":"en","type":"review","venue":"Current Problems of Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","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":"Electroconvulsive therapy; Psychiatry; Depression (economics); Schizophrenia (object-oriented programming); Population; Medicine; Bipolar disorder; Psychology; Environmental health","authors":[{"name":"Zuzanna Wingralek","is_ca":false},{"name":"Agnieszka Banaszek","is_ca":false},{"name":"Katarzyna Nowak","is_ca":false},{"name":"Michał Próchnicki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1371657675091222,"gpt":0.3837971326554553,"spread":0.2466313651463331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008949667,0.00067962,0.002987979,0.000607394,0.0001138454,0.000008325434,0.0006956682,0.00008203091,0.000184815],"category_scores_gemma":[0.0001673262,0.0003582448,0.0008940009,0.002342938,0.0002418134,0.00008045366,0.0001174099,0.001710107,0.000001524535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132641,"about_ca_system_score_gemma":0.0008943315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730259,"about_ca_topic_score_gemma":0.0003656948,"domain_scores_codex":[0.9953174,0.001218697,0.001739271,0.0005849759,0.0007271718,0.000412507],"domain_scores_gemma":[0.9957683,0.0007451028,0.002297825,0.000921947,0.0002162781,0.00005053082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003030289,0.00273696,0.001062225,0.6566296,0.002482709,0.000004544573,0.002909791,7.414069e-7,0.00004887849,0.009930985,0.02381151,0.300079],"study_design_scores_gemma":[0.0008644943,0.001144046,0.0001012955,0.2652633,0.000813605,0.00002650502,0.0000647225,3.243783e-7,0.00001731269,0.0007398527,0.7306872,0.0002772894],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001939849,0.9879423,4.444052e-7,0.002452492,0.0005685739,0.008443296,0.00007960379,0.00001240337,0.000306863],"genre_scores_gemma":[0.00006192084,0.9973738,0.00007408546,0.0006628452,0.0001238807,0.001376931,0.00004553039,0.00006384603,0.0002171766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7068757,"threshold_uncertainty_score":0.9998869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402000464","doi":"10.12923/2353-8627/2024-0016","title":"The role of unsaturated fatty acids in depression treatment - international clinical guidelines and recommendation of psychiatric associations","year":2024,"lang":"en","type":"article","venue":"Current Problems of Psychiatry","topic":"Diet and metabolism studies","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":"Depression (economics); Pharmacy; Psychiatry; Medicine; Family medicine","authors":[{"name":"Kaja Karakuła","is_ca":false},{"name":"Agnieszka Banaszek","is_ca":false},{"name":"Ryszard Sitarz","is_ca":false},{"name":"Zuzanna Wingralek","is_ca":false},{"name":"Joanna Róg","is_ca":false},{"name":"Zuzanna Rząd","is_ca":false},{"name":"Dariusz Juchnowicz","is_ca":false},{"name":"Hanna Karakuła‐Juchnowicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06250541216744246,"gpt":0.4065245329077858,"spread":0.3440191207403434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004637315,0.0001021145,0.0002876154,0.0001485528,0.00003377451,0.000008883125,0.00006655703,0.00006119123,0.000008772708],"category_scores_gemma":[0.0001316279,0.00006288011,0.0001248696,0.0002533616,0.00006464132,0.00006957708,0.00003758523,0.0001246728,7.964452e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002062438,"about_ca_system_score_gemma":0.0001425099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003403208,"about_ca_topic_score_gemma":0.0001055578,"domain_scores_codex":[0.9986311,0.00004858558,0.0009140539,0.0001745016,0.0001368452,0.00009487534],"domain_scores_gemma":[0.999249,0.0001066122,0.0002827914,0.000118869,0.0002111953,0.00003156273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005923801,0.0003934797,0.7395716,0.000115897,0.0001481149,2.380657e-8,0.0001596826,0.000002901528,0.0001523319,0.001703775,0.001297617,0.2563953],"study_design_scores_gemma":[0.001860344,0.0002660483,0.918479,0.000796747,0.0003105893,0.000001036126,0.000412911,0.001085045,0.0001624596,0.006756471,0.06978112,0.00008820665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8062124,0.1705777,0.0001449974,0.008619359,0.01108935,0.0008199823,0.000170039,0.00004092025,0.002325213],"genre_scores_gemma":[0.9621242,0.03453506,0.002729592,0.00001261601,0.0003716939,0.000032609,0.0001358002,0.00001178588,0.00004663868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2563072,"threshold_uncertainty_score":0.2564176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392090890","doi":"10.12923/2353-8627/2024-0002","title":"Colonoscopy and the psyche – pain and discomfort associations with affect and cognitive functions","year":2024,"lang":"en","type":"article","venue":"Current Problems of Psychiatry","topic":"Music Therapy and Health","field":"Psychology","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":"Psyche; Affect (linguistics); Pharmacy; Cognition; Colonoscopy; Psychology; Medicine; Clinical psychology; Psychiatry; Family medicine; Internal medicine; Psychoanalysis; Communication","authors":[{"name":"Adam J. Zaczek","is_ca":false},{"name":"Anna Pietrasińska-Wojna","is_ca":false},{"name":"Anna Szczegielniak","is_ca":false},{"name":"Katarzyna Girczys-Połedniok","is_ca":false},{"name":"Paweł Dębski","is_ca":false},{"name":"Robert Pudło","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02605437276272003,"gpt":0.3446264137047595,"spread":0.3185720409420395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009933115,0.0001444715,0.0002183089,0.00007942866,0.0002256989,0.00005788641,0.0000511636,0.00007066421,0.00008776728],"category_scores_gemma":[0.00001298142,0.00008995278,0.00003864894,0.0001805255,0.0003916767,0.00008018054,0.00002153619,0.0003110703,0.000002576957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008135375,"about_ca_system_score_gemma":0.00008788722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006661576,"about_ca_topic_score_gemma":0.000456461,"domain_scores_codex":[0.9989077,0.0002639516,0.0002301209,0.0003081406,0.00009682306,0.0001932],"domain_scores_gemma":[0.9992045,0.0004592834,0.0001080201,0.0001334423,0.0000209368,0.0000738331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084032,0.0005641875,0.5066518,0.001575861,0.001001014,7.954317e-7,0.01611337,0.000001713702,0.000006676201,0.3441375,0.02624789,0.1026151],"study_design_scores_gemma":[0.01794693,0.006338578,0.7685778,0.005657768,0.001736721,0.0001117127,0.01127844,0.0009335277,0.000002971469,0.1296283,0.05665703,0.001130179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7931928,0.1625423,0.01521196,0.01473087,0.00572128,0.002717012,0.0004327455,0.0001575957,0.005293409],"genre_scores_gemma":[0.9982847,0.00048489,0.0002522312,0.0002633035,0.0002222491,0.0002088937,0.0000395618,0.00002051251,0.0002236406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261926,"threshold_uncertainty_score":0.3668168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}