{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"2ac3a765709f","filters":{"venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry"}},"results":[{"id":"W2244471909","doi":"10.1159/000418016","title":"Treatment of Positive and Negative Symptoms: Pharmacologic Approaches","year":2015,"lang":"en","type":"article","venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Dose; Medicine; Pharmacology; Psychology","authors":[{"name":"P Boyer","is_ca":true},{"name":"Y. Lecrubier","is_ca":false},{"name":"Alain Puech","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08078117242966008,"gpt":0.3524538153926822,"spread":0.2716726429630221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446199,0.0004695135,0.001098174,0.0005832354,0.0006359257,0.000584179,0.0005603648,0.0007298389,0.003538734],"category_scores_gemma":[0.002153357,0.0002177302,0.0006647339,0.0003572152,0.0005594827,0.0007576441,0.0003999304,0.001575197,0.0003667058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006148363,"about_ca_system_score_gemma":0.0009470323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006221691,"about_ca_topic_score_gemma":0.001541261,"domain_scores_codex":[0.9989966,0.0005102567,0.0001743219,0.0001119602,0.0001555371,0.00005130827],"domain_scores_gemma":[0.9992853,0.0003708799,0.0001088204,0.00007214293,0.00007546856,0.00008732043],"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":[0.0383345,0.00756353,0.005377692,0.002071963,0.0007073918,0.000287698,0.000405443,0.0006154947,0.02035147,0.00377015,0.001546533,0.9189683],"study_design_scores_gemma":[0.1536743,0.2284774,0.3669349,0.008123087,0.006875934,0.01119162,0.004986346,0.005821348,0.03903962,0.02471939,0.149591,0.0005650822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7442588,0.1922071,0.01377314,0.01062755,0.002255488,0.002273341,0.0006346169,0.0002006645,0.0337694],"genre_scores_gemma":[0.8987232,0.06250077,0.02171926,0.005786887,0.002373419,0.002862876,0.0003343615,0.00004866434,0.005650626],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003538734,"threshold_uncertainty_score":0.0118382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2235501140","doi":"10.1159/000387357","title":"Genetic Factors in Epilepsy","year":2015,"lang":"en","type":"article","venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Epilepsy; Biology; Neuroscience","authors":[{"name":"Julius D. Metrakos","is_ca":true},{"name":"Katherine Metrakos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04613190532470356,"gpt":0.3353153337812546,"spread":0.289183428456551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003353191,0.0006000635,0.0002974731,0.001636984,0.0007947376,0.0006485905,0.0004972609,0.001011405,0.005697792],"category_scores_gemma":[0.002162797,0.0001972569,0.0004728524,0.001916245,0.000643039,0.000504668,0.0004808352,0.0005376432,0.0004292486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000525375,"about_ca_system_score_gemma":0.0007063383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007115592,"about_ca_topic_score_gemma":0.005214407,"domain_scores_codex":[0.9995091,0.0001613451,0.00006883256,0.00009595019,0.0001000434,0.00006460759],"domain_scores_gemma":[0.999164,0.0003223956,0.0002600068,0.00006138142,0.00008205818,0.0001101815],"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":[0.001582509,0.0003845537,0.8754632,0.000289255,0.001173718,0.03853595,0.001133276,0.0006522886,0.01545157,0.01283896,0.004640477,0.04785421],"study_design_scores_gemma":[0.0001045387,0.0002080977,0.9408146,0.000297569,0.0008646215,0.03183721,0.001142722,0.00082718,0.002908096,0.009727091,0.01121526,0.00005292429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9549929,0.0183996,0.0009864089,0.008703966,0.0002179214,0.00002592247,0.001282697,0.00004932872,0.01534132],"genre_scores_gemma":[0.9907653,0.005199007,0.0006372465,0.0004363447,0.0002093904,0.00001061923,0.0004725581,0.00001405316,0.002255522],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007115592,"threshold_uncertainty_score":0.01906097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2266828133","doi":"10.1159/000402415","title":"Stress, Endorphins and Psychosis","year":2015,"lang":"en","type":"article","venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Endorphins; Psychosis; Psychology; Medicine; Psychiatry; Neuroscience","authors":[{"name":"Shimon Amir","is_ca":false},{"name":"Zalman Amit","is_ca":true},{"name":"Zavie W. Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03901257126947613,"gpt":0.3337194595428692,"spread":0.2947068882733931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003915609,0.0002194812,0.0002223182,0.0004091704,0.0003099689,0.001003162,0.0002280781,0.000828486,0.002125915],"category_scores_gemma":[0.0005962526,0.0001312747,0.0001096687,0.0004005792,0.001677159,0.001009234,0.0004448305,0.001028634,0.000205188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003745713,"about_ca_system_score_gemma":0.0005686461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007654819,"about_ca_topic_score_gemma":0.001392678,"domain_scores_codex":[0.999859,0.00005522024,0.00001406029,0.00001346644,0.00004130054,0.00001689639],"domain_scores_gemma":[0.9997787,0.0001153388,0.00003276314,0.00001399621,0.00002461285,0.00003451635],"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":[0.001716756,0.0009986839,0.0328864,0.00340132,0.0002215032,0.004790351,0.002749996,0.0006011876,0.01785148,0.1571859,0.02492579,0.7526706],"study_design_scores_gemma":[0.0003997117,0.001772354,0.2634352,0.002656987,0.0002298451,0.01744819,0.00676589,0.001048925,0.002206281,0.2797789,0.4241123,0.0001453541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05066817,0.9006846,0.0006208695,0.02852449,0.001337407,0.000009974361,0.0000699299,0.0000154939,0.01806907],"genre_scores_gemma":[0.3799386,0.5969577,0.0008526923,0.007362499,0.008050532,0.00002905601,0.00004847241,0.000005860529,0.006754624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002125915,"threshold_uncertainty_score":0.007111907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2196774155","doi":"10.1159/000407514","title":"Studies of the Type A and Type B Monoamine Oxidase","year":2015,"lang":"en","type":"book-chapter","venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Monoamine oxidase; Type (biology); Monoamine oxidase B; Chemistry; Medicine; Biology; Biochemistry; Enzyme; Paleontology","authors":[{"name":"P. H. Yu","is_ca":true},{"name":"Leif Hertz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0944167919724659,"gpt":0.3727199461392565,"spread":0.2783031541667906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006049584,0.0003695267,0.0001691318,0.001176697,0.0002045923,0.0004879732,0.0004991895,0.0004099629,0.00262661],"category_scores_gemma":[0.0007382147,0.0001674083,0.0002212836,0.000889829,0.000601495,0.0008644011,0.0003675777,0.0009228715,0.0009076941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387318,"about_ca_system_score_gemma":0.0003203572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186858,"about_ca_topic_score_gemma":0.002524128,"domain_scores_codex":[0.9998366,0.00003497553,0.00001527185,0.00006468481,0.00003589781,0.00001255705],"domain_scores_gemma":[0.9996169,0.0002038133,0.00003562442,0.00003704014,0.00007457722,0.00003201985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003803203,0.0002660282,0.02416006,0.001369935,0.0001054928,0.00144608,0.001625621,0.0001824635,0.08374581,0.04715022,0.01943365,0.8201343],"study_design_scores_gemma":[0.00004461786,0.001132895,0.141003,0.001127937,0.0001638388,0.0134893,0.001491707,0.0004450849,0.06445087,0.04998044,0.7265633,0.0001070103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1343955,0.6156138,0.02674514,0.00547233,0.003067883,0.0001185703,0.001689058,0.0001337209,0.2127641],"genre_scores_gemma":[0.2936524,0.4625114,0.02674571,0.003473478,0.002047212,0.000170856,0.002387134,0.00006973948,0.2089421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00262661,"threshold_uncertainty_score":0.008786857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2415175351","doi":"10.1159/000387327","title":"An Uncontrolled Study with Thiothixene1","year":2015,"lang":"en","type":"book-chapter","venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry","topic":"Organic Chemistry Cycloaddition Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Medicine","authors":[{"name":"Hector Warnes","is_ca":true},{"name":"Joyce Canfield","is_ca":true},{"name":"T. A. Ban","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02525877361677131,"gpt":0.3039800013029375,"spread":0.2787212276861662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164836,0.001250182,0.001547129,0.0008944243,0.001438076,0.0007490213,0.001386914,0.002925698,0.005052933],"category_scores_gemma":[0.006902197,0.00041684,0.001699843,0.00112222,0.002475367,0.0008164622,0.0004557369,0.002076706,0.001147628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157292,"about_ca_system_score_gemma":0.001009274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618896,"about_ca_topic_score_gemma":0.001798648,"domain_scores_codex":[0.9981825,0.0007374352,0.0002796936,0.0003360798,0.0002737737,0.0001904753],"domain_scores_gemma":[0.9938236,0.003545296,0.0008870676,0.0009714744,0.0001904836,0.000581914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03625568,0.008348661,0.2882376,0.000805793,0.002108409,0.6023158,0.001772193,0.0003531007,0.01737921,0.002647592,0.004472022,0.03530383],"study_design_scores_gemma":[0.006945908,0.07922726,0.3131844,0.0003688518,0.003519131,0.554207,0.002073264,0.001914746,0.01034179,0.002570546,0.02521013,0.0004368741],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749512,0.004819325,0.002562858,0.002631797,0.0006821197,0.0004020237,0.001217866,0.00008987694,0.01264288],"genre_scores_gemma":[0.9883887,0.002452033,0.0006012746,0.002724402,0.0007066831,0.00007520497,0.0007283911,0.00003818973,0.00428501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005052933,"threshold_uncertainty_score":0.0169037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2277156834","doi":"10.1159/000416675","title":"Diagnosis of the Dementias","year":2015,"lang":"en","type":"review","venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine","authors":[{"name":"H. E. Lehmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07882422217044648,"gpt":0.3903942093241163,"spread":0.3115699871536698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005402345,0.001084297,0.001149307,0.003336571,0.0003552541,0.001354845,0.0009815267,0.001075996,0.002579617],"category_scores_gemma":[0.001917159,0.0002636138,0.0006834792,0.001354713,0.0005774486,0.001095074,0.0007537542,0.001593834,0.001684389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278516,"about_ca_system_score_gemma":0.001207125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316427,"about_ca_topic_score_gemma":0.003715338,"domain_scores_codex":[0.9996405,0.00006795703,0.00006315243,0.00005909256,0.0001201907,0.00004902754],"domain_scores_gemma":[0.999549,0.00014109,0.00009764818,0.00002087685,0.0001526652,0.00003866156],"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":[0.0001416494,0.0001188005,0.007276564,0.007401282,0.0001586709,0.008284588,0.0002169991,0.000193897,0.002046156,0.005822755,0.05267311,0.9156656],"study_design_scores_gemma":[0.00009935967,0.0001971074,0.02977545,0.01824255,0.0006350186,0.1230859,0.0007825398,0.0007396191,0.003377273,0.0116692,0.8112859,0.0001101082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002772416,0.9718617,0.002375952,0.002016508,0.001121547,0.00004770765,0.0002919529,0.00008760983,0.01942455],"genre_scores_gemma":[0.04988943,0.9308911,0.006225617,0.002892985,0.002328053,0.00004692993,0.001007074,0.00001407262,0.006704697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003336571,"threshold_uncertainty_score":0.008629739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2474113544","doi":"10.1159/000387322","title":"Peripheral Vascular Effects of Thioxanthenes","year":2015,"lang":"en","type":"book-chapter","venue":"Modern problems of pharmacopsychiatry/Modern trends in pharmacopsychiatry","topic":"Synthesis and Reactivity of Sulfur-Containing Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Peripheral; Medicine; Internal medicine","authors":[{"name":"L Kátó","is_ca":true},{"name":"B. G�zsy","is_ca":true},{"name":"Partha Roy","is_ca":true},{"name":"T. Trsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02669464997167011,"gpt":0.2826860709580571,"spread":0.255991420986387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007210305,0.0002316997,0.0001534043,0.0002175988,0.0001298819,0.0002190729,0.000205027,0.0002433433,0.004076084],"category_scores_gemma":[0.00009856553,0.00007750151,0.0001719789,0.0001947717,0.0001752359,0.0001492609,0.0001183027,0.0004939408,0.0003493403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776284,"about_ca_system_score_gemma":0.0001086588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004874364,"about_ca_topic_score_gemma":0.0009492998,"domain_scores_codex":[0.9999681,0.00001263009,0.000001549064,0.000004257719,0.000008157573,0.0000053699],"domain_scores_gemma":[0.9999661,0.00001920273,0.000004657661,0.000002905229,0.000002893102,0.000004218997],"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":[0.002821486,0.0004503482,0.0005621944,0.001402537,0.00008966478,0.004036284,0.0002724215,0.0007528497,0.4217724,0.02160595,0.008592142,0.5376418],"study_design_scores_gemma":[0.0006661053,0.01812185,0.05247886,0.0008759798,0.0007252361,0.02312341,0.0004293138,0.003313466,0.4488083,0.02107587,0.4302635,0.0001182617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3372085,0.4673243,0.004724659,0.001772467,0.00132046,0.00005317719,0.000337972,0.0002921456,0.1869663],"genre_scores_gemma":[0.7489569,0.1745343,0.001767836,0.000788828,0.001206008,0.00003303514,0.0002130426,0.00003824804,0.07246174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004076084,"threshold_uncertainty_score":0.01363587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}