{"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":"fb576d4eaa5a","filters":{"venue":"Swiss Archives of Neurology Psychiatry and Psychotherapy"}},"results":[{"id":"W2886257013","doi":"10.4414/sanp.2018.00598","title":"Borderline-Störung: Behandlungsempfehlungen der SGPP","year":2018,"lang":"de","type":"article","venue":"Swiss Archives of Neurology Psychiatry and Psychotherapy","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Borderline personality disorder; Psychiatry; Psychology; Psychotherapist; Interpersonal communication; Clinical psychology; Medicine","authors":[{"name":"Sebastian Euler","is_ca":false},{"name":"Gerhard Dammann","is_ca":false},{"name":"Katrin Endtner","is_ca":false},{"name":"Florian Leihener","is_ca":false},{"name":"Nader A. Perroud","is_ca":false},{"name":"Thomas Reisch","is_ca":false},{"name":"Klaus Schmeck","is_ca":false},{"name":"Daniel Sollberger","is_ca":false},{"name":"Marc Walter","is_ca":false},{"name":"Uëli Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01753188572204349,"gpt":0.2862106472384832,"spread":0.2686787615164397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002805799,0.0007625204,0.0008758584,0.0004573051,0.001140268,0.0001042098,0.0006151168,0.0003692995,0.002725469],"category_scores_gemma":[0.000003408865,0.0007104822,0.0003534597,0.0001546096,0.002944991,0.0001553958,0.00003323769,0.0008203919,0.0001816982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002785257,"about_ca_system_score_gemma":0.000213378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355466,"about_ca_topic_score_gemma":0.001857235,"domain_scores_codex":[0.995734,0.0005059041,0.00120856,0.001156484,0.0003024089,0.001092604],"domain_scores_gemma":[0.9975842,0.0002801249,0.0006241524,0.0009010268,0.0000750521,0.0005354655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02741622,0.004437081,0.1003104,0.002381962,0.002655766,0.00001953264,0.05562483,0.000001583462,0.000606636,0.6615553,0.06557839,0.07941222],"study_design_scores_gemma":[0.004472295,0.01029656,0.01729277,0.0002591484,0.0003189892,0.00004241136,0.0003226837,0.0001666499,0.00005110987,0.1561976,0.8098037,0.0007761128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5044383,0.2683762,0.0005857077,0.0625825,0.05562825,0.002058935,0.0007392386,0.0002162558,0.1053745],"genre_scores_gemma":[0.8265843,0.08824162,0.003056836,0.04412979,0.03015742,0.0001006433,0.0001688102,0.000366974,0.007193607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7442253,"threshold_uncertainty_score":0.9997684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319440503","doi":"10.4414/sanp.2022.03264","title":"Neuropsychology of spatial neglect","year":2022,"lang":"en","type":"article","venue":"Swiss Archives of Neurology Psychiatry and Psychotherapy","topic":"Spatial Neglect and Hemispheric Dysfunction","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Santé Montérégie","funders":"","keywords":"Neglect; Neuropsychology; Psychology; Consistency (knowledge bases); Clinical psychology; Medicine; Psychiatry; Computer science; Artificial intelligence; Cognition","authors":[{"name":"Dima Daher","is_ca":true},{"name":"Arnaud Saj̈","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01205073374611123,"gpt":0.2530411554564356,"spread":0.2409904217103244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000720148,0.000194593,0.0003340612,0.0001880142,0.0002240097,0.000005101663,0.0003711897,0.00005596376,0.0006526424],"category_scores_gemma":[0.00001223746,0.0001978113,0.0001323732,0.0002880364,0.0004406104,0.00004062575,0.00003157714,0.0004255948,0.000001386645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001075576,"about_ca_system_score_gemma":0.00004352879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004504243,"about_ca_topic_score_gemma":0.00002571301,"domain_scores_codex":[0.997973,0.0005535905,0.0004194533,0.0005730127,0.000193937,0.0002870351],"domain_scores_gemma":[0.9988897,0.0003211705,0.0003214121,0.0003863408,0.000008267636,0.00007303992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008651357,0.0009109615,0.02630675,0.00004989862,0.00003225648,0.000008393476,0.0008567237,0.0001889993,0.9007173,0.01907951,0.0005676837,0.04263019],"study_design_scores_gemma":[0.01361208,0.03349965,0.3450254,0.00002907227,0.00008977659,0.001253708,0.0001117221,0.003336604,0.04399993,0.4784004,0.07949349,0.001148154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805375,0.0004886863,0.003149417,0.00715924,0.002997573,0.0003050712,0.00003369276,0.00005433927,0.005274443],"genre_scores_gemma":[0.9932753,0.001047617,0.0003086676,0.005026826,0.000143497,0.00003507658,0.000002818721,0.00003470296,0.0001254593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8567173,"threshold_uncertainty_score":0.8066511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396952683","doi":"10.4414/sanp.2024.1325507538","title":"The Neurobiology of Emotion Regulation in Personality Disorders","year":2024,"lang":"en","type":"article","venue":"Swiss Archives of Neurology Psychiatry and Psychotherapy","topic":"Personality Disorders and Psychopathology","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":"University of Windsor","funders":"","keywords":"Psychology; Personality disorders; Personality; Cognitive psychology; Neuroscience; Psychoanalysis","authors":[{"name":"Loris Grandjean","is_ca":false},{"name":"Ely M. Marceau","is_ca":false},{"name":"Bogdan Draganski","is_ca":false},{"name":"Joëlle Rosselet Amoussou","is_ca":false},{"name":"Uëli Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009993700941241628,"gpt":0.2894561041968622,"spread":0.2794624032556206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004174006,0.0002228868,0.0003346704,0.0002696086,0.0001018032,0.00001210411,0.0002736747,0.0001959396,0.000162535],"category_scores_gemma":[0.000005011395,0.0001741835,0.0001811447,0.0003130271,0.00102726,0.00005033682,0.000009342508,0.0004322373,0.000004867981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001379453,"about_ca_system_score_gemma":0.0000359779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001386007,"about_ca_topic_score_gemma":0.0009489768,"domain_scores_codex":[0.9975659,0.000822761,0.0005742022,0.0005888171,0.000089933,0.0003583801],"domain_scores_gemma":[0.9986364,0.0007101581,0.0001688229,0.0004229296,0.0000113128,0.00005038076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.005752773,0.0008271253,0.3231469,0.0002374672,0.0002451157,0.000003944022,0.01285923,0.00002480121,0.002613398,0.5064604,0.001740995,0.1460879],"study_design_scores_gemma":[0.0009258129,0.0008814873,0.6650912,0.00003198093,0.00001296681,0.00003334377,0.0001956557,0.0001608616,0.000004857018,0.3212424,0.01129518,0.0001242326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412202,0.01584271,0.001307737,0.02909709,0.003771401,0.0003561486,0.0000387243,0.00004300734,0.008322984],"genre_scores_gemma":[0.9919572,0.006718236,0.0001246818,0.0007027515,0.0001363474,0.00003554405,0.00001176042,0.00002980123,0.0002836699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3419443,"threshold_uncertainty_score":0.7102998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902948033","doi":"10.4414/sanp.2016.00447","title":"A naturalistic study of outcomes in a general psychiatry day hospital","year":2016,"lang":"en","type":"article","venue":"Swiss Archives of Neurology Psychiatry and Psychotherapy","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada)","funders":"","keywords":"Attendance; Affect (linguistics); Medicine; Context (archaeology); Psychiatry; Partial hospitalization; Day hospital; Population; Naturalistic observation; Psychology; Mental health","authors":[{"name":"Anik Debrot","is_ca":true},{"name":"Virginie Salamin","is_ca":false},{"name":"Isabelle Gothuey","is_ca":false},{"name":"Armin Kratzel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01004552966531109,"gpt":0.3148934786550039,"spread":0.3048479489896929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002461035,0.0004197765,0.0008341122,0.0005834374,0.00007729233,0.000006583126,0.0005197483,0.0002118102,0.0001450311],"category_scores_gemma":[0.000002648825,0.0002978042,0.0002013829,0.0003553155,0.0003139829,0.00009478783,0.00002540019,0.0003489483,0.000006968094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003595097,"about_ca_system_score_gemma":0.00007402078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006618665,"about_ca_topic_score_gemma":0.002968848,"domain_scores_codex":[0.9966529,0.0005650064,0.00108737,0.0008707787,0.0002256094,0.0005983091],"domain_scores_gemma":[0.9980208,0.0004458554,0.0005381453,0.0007950315,0.00002421628,0.0001759315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003444079,0.005401763,0.9402662,0.0001179362,0.0002887353,0.00000917593,0.01102295,8.668195e-7,0.000327859,0.02246727,0.0006649574,0.01598819],"study_design_scores_gemma":[0.01030667,0.008130562,0.9201658,0.00007534288,0.00004170747,0.00002727441,0.001133587,0.000003284301,0.000004875685,0.05914743,0.0006436931,0.0003197851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735379,0.004373848,0.00008845958,0.01067677,0.008410107,0.001016273,0.00007803196,0.00004364417,0.001774971],"genre_scores_gemma":[0.9951544,0.001152403,0.0006778691,0.002232703,0.0002702879,0.0001080885,0.000004014566,0.00005230138,0.0003479746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668016,"threshold_uncertainty_score":0.9999474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905520527","doi":"10.4414/sanp.2017.00500","title":"Psychoanalyse in der Gründungszeit des SANP und heute","year":2017,"lang":"de","type":"article","venue":"Swiss Archives of Neurology Psychiatry and Psychotherapy","topic":"Psychoanalysis and Social Critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Palette (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Thomas Von","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02656410005115613,"gpt":0.3627902339195784,"spread":0.3362261338684223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009882564,0.000603813,0.001186813,0.0005433168,0.001977237,0.0002718201,0.001584938,0.0005804824,0.0002584674],"category_scores_gemma":[0.00004503997,0.0006145285,0.0006083712,0.0004004143,0.005272127,0.0004023823,0.00004247573,0.001010076,0.00002178679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007856302,"about_ca_system_score_gemma":0.0002173366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229541,"about_ca_topic_score_gemma":0.02083723,"domain_scores_codex":[0.9947544,0.001421249,0.001086485,0.001254647,0.0004097467,0.001073477],"domain_scores_gemma":[0.9967358,0.0004200517,0.0009629115,0.001382802,0.00006555473,0.0004329287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003881612,0.00210298,0.7520555,0.0002623638,0.002410071,0.00004390906,0.04117689,0.00001679047,0.0006345043,0.1222797,0.001874153,0.07326155],"study_design_scores_gemma":[0.002789061,0.0007093825,0.4433376,0.0001921839,0.0003090932,0.000004215146,0.0005775724,0.00008731066,0.0000107699,0.5072425,0.04418018,0.0005601423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7995097,0.08343469,0.0005524762,0.06920168,0.006522079,0.0007365528,0.00008417772,0.0000499806,0.03990864],"genre_scores_gemma":[0.8194219,0.173998,0.001078062,0.003146563,0.001515676,0.00003140687,0.000007901026,0.00007314883,0.0007273656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849628,"threshold_uncertainty_score":0.9996306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391219410","doi":"10.4414/sanp.2023.1264583089","title":"Substance Use Disorder and Delusional Symptoms in Patients with Psychosis","year":2023,"lang":"en","type":"article","venue":"Swiss Archives of Neurology Psychiatry and Psychotherapy","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychosis; Delusional disorder; Psychiatry; Delusion; Psychology; Psychotherapist; Medicine","authors":[{"name":"Louise Penzenstadler","is_ca":false},{"name":"Anne Chatton","is_ca":false},{"name":"Tania Lecomte","is_ca":true},{"name":"Philippe Huguelet","is_ca":false},{"name":"Laurent Lecardeur","is_ca":false},{"name":"Javier Bartolomei","is_ca":false},{"name":"Perrine Brazo","is_ca":false},{"name":"Elodie Murys","is_ca":false},{"name":"Florent Poupart","is_ca":false},{"name":"Daniele Zullino","is_ca":false},{"name":"Mohamed Saoud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012414920830801,"gpt":0.2365674020889113,"spread":0.2241524812581103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007607454,0.0002306945,0.0002754437,0.0003101785,0.0002341927,0.00002878247,0.0001324117,0.00006292624,0.000135025],"category_scores_gemma":[8.437829e-7,0.0001841411,0.00004451324,0.0001271519,0.0005162853,0.0001500934,0.000007108706,0.0002408722,0.000004840806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.731975e-7,"about_ca_system_score_gemma":0.00001733968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008726,"about_ca_topic_score_gemma":0.004301722,"domain_scores_codex":[0.9985815,0.0001110222,0.0003434947,0.0004489223,0.0001446209,0.0003704739],"domain_scores_gemma":[0.9993193,0.0001731048,0.0001300518,0.0002353327,0.00001473123,0.0001274457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00375937,0.0003701738,0.9357787,0.00009451801,0.0000371655,8.771605e-7,0.004483716,0.000003663688,0.000002519185,0.04764969,0.000552121,0.007267515],"study_design_scores_gemma":[0.004056844,0.0015703,0.9419753,0.00007980574,0.000008213847,0.000002333412,0.0001065093,0.00004750134,2.584615e-7,0.03671677,0.01522911,0.0002070855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916154,0.001077938,0.00001826962,0.004489228,0.001151929,0.0003814266,0.00009426071,0.00004717468,0.001124439],"genre_scores_gemma":[0.9930325,0.002805559,0.0002717272,0.003210802,0.0001831698,0.00004122726,0.00004616031,0.00004493581,0.0003638902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01467699,"threshold_uncertainty_score":0.7509056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}