{"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":"337d7700ccc0","filters":{"venue":"Govaresh"}},"results":[{"id":"W2170769876","doi":"","title":"Validation of a revised version of the short-form Mc-Gill pain questionnaire (SF-MPQ-2) for IBS patients.","year":2012,"lang":"en","type":"article","venue":"Govaresh","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Medicine; McGill Pain Questionnaire; Exploratory factor analysis; Physical therapy; Reliability (semiconductor); Validity; Psychometrics; Clinical psychology; Visual analogue scale","authors":[{"name":"Zahra Tanhaee","is_ca":false},{"name":"Ali Fathi-Ashtiani","is_ca":false},{"name":"Mohsen Amini","is_ca":false},{"name":"Homayoon Vahedi","is_ca":false},{"name":"Farhad Shaghaghı","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01809118693504949,"gpt":0.2559716866972675,"spread":0.237880499762218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441419,0.00008154102,0.000163901,0.00003680465,0.0000477227,0.000002171547,0.00007197875,0.00004623338,0.00003869755],"category_scores_gemma":[0.001674273,0.0000580623,0.0001292261,0.0001279177,0.0000649024,0.00009192211,0.00002808799,0.00006629332,0.000002807568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004139365,"about_ca_system_score_gemma":0.00003312858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004489005,"about_ca_topic_score_gemma":0.000006022125,"domain_scores_codex":[0.999205,0.00006634733,0.0002557301,0.00009611173,0.0002210928,0.0001556994],"domain_scores_gemma":[0.9992659,0.00007346211,0.0001189797,0.0002384049,0.0002422224,0.00006102788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003493765,0.0004173194,0.9850087,0.0006157615,0.00001680073,6.730144e-8,0.0003276111,0.000005430037,0.001118535,0.0002872245,0.004244384,0.007608795],"study_design_scores_gemma":[0.001606899,0.0007622591,0.984049,0.0009504905,0.0001418893,0.000002607154,0.0002997843,0.0002583792,0.008987177,0.0002778005,0.00258225,0.00008143632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961179,0.00008838131,0.001981628,0.0004853317,0.0001217494,0.0006579818,0.00004302856,0.00001697302,0.000486998],"genre_scores_gemma":[0.998617,0.000003562302,0.001000487,0.0001627636,0.00003872968,0.00001388771,0.00008503236,0.000008963795,0.00006957439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007868642,"threshold_uncertainty_score":0.2367712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115719549","doi":"","title":"Relationship between behavioral disorders and quality of life in patients with liver cirrhosis.","year":2014,"lang":"en","type":"article","venue":"Govaresh","topic":"Health and Well-being Studies","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":"Cirrhosis; Medicine; Anxiety; Quality of life (healthcare); Liver disease; Depression (economics); Alexithymia; Beck Depression Inventory; Psychopathology; Internal medicine; Beck Anxiety Inventory; Clinical psychology; Psychiatry","authors":[{"name":"Mohammad Reza Sheikhian","is_ca":false},{"name":"Soheyla Meysami Bonab","is_ca":false},{"name":"Mitra Ahadi","is_ca":false},{"name":"Mehdi Talebi","is_ca":false},{"name":"Ehsan Maasoomi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06637535892785616,"gpt":0.3588309826284607,"spread":0.2924556237006046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445598,0.00007545809,0.0002035078,0.00005659141,0.00005559205,0.000003612028,0.00005260448,0.00006853749,0.0000317229],"category_scores_gemma":[0.0001533832,0.00006505367,0.00001604135,0.0001066399,0.00008982436,0.00003579002,0.00002264328,0.0001212909,0.00001588293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001184992,"about_ca_system_score_gemma":0.0000126129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00384975,"about_ca_topic_score_gemma":0.001569661,"domain_scores_codex":[0.9990598,0.0002112087,0.0002677406,0.0001656082,0.0001136167,0.0001820089],"domain_scores_gemma":[0.9993553,0.000282496,0.0001056399,0.0001654711,0.00002882845,0.00006223768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006863051,0.00009711926,0.9921913,0.00004331917,0.00000700066,6.389585e-8,0.001621253,3.459974e-7,2.956681e-8,0.0018582,0.0004176144,0.003695082],"study_design_scores_gemma":[0.001295497,0.0002166435,0.9971789,0.00001202644,0.000009757508,1.171717e-8,0.0001100243,4.386777e-7,1.43487e-7,0.0001920581,0.0009073504,0.00007713525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974467,0.0001059832,0.00007146518,0.0001773804,0.00005616449,0.0001621173,0.00002408568,0.00001425407,0.001941815],"genre_scores_gemma":[0.9996045,0.000002669488,0.0001074445,0.0001407015,0.00002332762,0.00001470693,0.00001646598,0.000008353676,0.00008189602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004987572,"threshold_uncertainty_score":0.5819696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162725488","doi":"","title":"Relationship between behavioral disorders and quality of life in patients with celiac disease.","year":2015,"lang":"en","type":"article","venue":"Govaresh","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Anxiety; Alexithymia; Beck Depression Inventory; Depression (economics); Disease; Affect (linguistics); Clinical psychology; Beck Anxiety Inventory; Analysis of variance; Internal medicine; Psychiatry; Psychology","authors":[{"name":"Mohammad Reza Sheikhian","is_ca":false},{"name":"Soheyla Meysami Bonab","is_ca":false},{"name":"Salman Raad","is_ca":false},{"name":"Azita Ganji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1039537472440082,"gpt":0.3607408846028071,"spread":0.2567871373587989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002309159,0.00007266069,0.0001762558,0.00009503296,0.0000174823,0.000007604204,0.00004011351,0.00002269137,0.00001549053],"category_scores_gemma":[0.0003291804,0.00005878257,0.00002571781,0.0001594222,0.00008002546,0.00007292372,0.00005679803,0.00008466079,0.000005175438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004371247,"about_ca_system_score_gemma":0.0001342918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205697,"about_ca_topic_score_gemma":0.0002169546,"domain_scores_codex":[0.9989766,0.00006139784,0.0001944368,0.0001526502,0.000453986,0.000160852],"domain_scores_gemma":[0.9991116,0.00004068108,0.00004991487,0.0002048199,0.00007481139,0.0005181846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008662584,0.00033266,0.9961066,0.0001658887,0.00001188662,0.000001560946,0.00007306673,0.000001891134,1.393895e-7,0.0003233526,0.0007309389,0.001385778],"study_design_scores_gemma":[0.003891483,0.0002529672,0.9942541,0.00003767875,0.00004294614,7.559403e-9,0.0001412371,0.000003131916,4.784845e-7,0.0002192149,0.001090024,0.00006676236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982652,0.0002661883,0.00003886694,0.0004105953,0.00001204298,0.0004582226,0.00008545636,0.0000134236,0.0004500046],"genre_scores_gemma":[0.9994507,0.000009680997,0.00009906507,0.00003536158,0.00001662869,0.00001933073,0.0001923369,0.000009112333,0.0001678275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003025225,"threshold_uncertainty_score":0.2397083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519957100","doi":"","title":"Diagnosis of a rare syndrome: Cronkhite-Canada syndrome.","year":2009,"lang":"en","type":"article","venue":"Govaresh","topic":"Genetic factors in colorectal cancer","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; Colonoscopy; Abdominal pain; Melena; Dermatology; Diarrhea; Weight loss; Hyperpigmentation; Gastroenterology; Internal medicine; Colorectal cancer; Cancer","authors":[{"name":"Homayoon Vahedi","is_ca":false},{"name":"Peyman Arab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133224507164441,"gpt":0.239345400192485,"spread":0.2280131551208406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007667154,0.0001737526,0.0004160442,0.00007724338,0.00003757819,0.000007493629,0.0001670624,0.00009619395,0.001723847],"category_scores_gemma":[0.0001917326,0.0001588799,0.00009348778,0.0003297101,0.00005701014,0.00003178631,0.00003614465,0.0001734165,0.00001967447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578809,"about_ca_system_score_gemma":0.0005487459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02382586,"about_ca_topic_score_gemma":0.0235829,"domain_scores_codex":[0.9985524,0.00002449257,0.000311075,0.0002741844,0.0005264974,0.0003113915],"domain_scores_gemma":[0.9990799,0.000074222,0.00009603726,0.0004591305,0.0001120131,0.0001786458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006262825,0.0009058288,0.5355622,0.0008806476,0.0004720103,0.006843925,0.0005427716,0.0001379457,0.003790915,0.0002666257,0.3898769,0.06009397],"study_design_scores_gemma":[0.00106674,0.001232631,0.9640034,0.0003218248,0.0001080168,0.001361658,0.00008718694,0.00001966089,0.009304833,0.0001450951,0.02211338,0.0002355271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993228,0.001227939,0.00001014057,0.001455387,0.0003403085,0.0003512554,0.00006886404,0.00003990492,0.003278185],"genre_scores_gemma":[0.9969117,0.00006032443,0.0008678964,0.001163495,0.00003179177,0.00003695034,0.00002016627,0.00002010293,0.0008875757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4284413,"threshold_uncertainty_score":0.9991887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}