{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"1dc4642d99c1","filters":{"venue":"Geopsychiatry"}},"results":[{"id":"W4409547849","doi":"10.1016/j.geopsy.2025.100004","title":"Geopsychiatry and its integration into psychiatry residency curricula: A very first global survey for faculty and psychiatry residents","year":2025,"lang":"en","type":"article","venue":"Geopsychiatry","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Curriculum; Medical education; Residency training; Medicine; Psychiatry; Family medicine; Psychology; Pedagogy; Continuing education","authors":[{"name":"Júlio Torales","is_ca":false},{"name":"Anthon Daniel Torres-Romero","is_ca":false},{"name":"Iván Barrios","is_ca":false},{"name":"João Mauricio Castaldelli-Maia","is_ca":false},{"name":"Егор Чумаков","is_ca":false},{"name":"Antonio Ventriglio","is_ca":false},{"name":"Helena Ferreira Moura","is_ca":false},{"name":"Joana Corrêa de Magalhães Narvaez","is_ca":false},{"name":"Afzal Javed","is_ca":false},{"name":"Dinesh Bhugra","is_ca":false},{"name":"Albert Persaud","is_ca":false},{"name":"Padmavati Ramanchandran","is_ca":false},{"name":"Michael Liebrenz","is_ca":false},{"name":"Myrna Lashley","is_ca":true},{"name":"Tarek Okasha","is_ca":false},{"name":"Geraint Day","is_ca":false},{"name":"Yunyu Xiao","is_ca":false},{"name":"Pichet Udomratn","is_ca":false},{"name":"Kanthee Anantapong","is_ca":false},{"name":"Joseph El‐Khoury","is_ca":false},{"name":"Khalid A. Mufti","is_ca":false},{"name":"Michael Campbell","is_ca":false},{"name":"Oyedeji Ayonrinde","is_ca":false},{"name":"Mia Atoui","is_ca":false},{"name":"Audrey McMahon","is_ca":false},{"name":"Rowalt Alibudbud","is_ca":false},{"name":"Davendranand Sharma","is_ca":false},{"name":"Haneefa Merchant","is_ca":false},{"name":"Koravangattu Valsraj","is_ca":false},{"name":"Rachel Tribe","is_ca":false},{"name":"N. Marić Bojović","is_ca":false},{"name":"Jelena Vasić","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0546716617431109,"gpt":0.4221357254452605,"spread":0.3674640637021496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455784,0.0001454452,0.0002092581,0.001023699,0.0005136856,0.0006509787,0.0002697303,0.0004352236,0.001573722],"category_scores_gemma":[0.003829504,0.0003068554,0.0002550709,0.001509498,0.0004395939,0.001363442,0.001405337,0.000583922,0.0003521683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678053,"about_ca_system_score_gemma":0.001014231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007705608,"about_ca_topic_score_gemma":0.01630889,"domain_scores_codex":[0.9992946,0.0002193098,0.0001017375,0.00006224609,0.0001737846,0.0001482233],"domain_scores_gemma":[0.9972487,0.0005059254,0.0011644,0.0001159567,0.0003270607,0.0006379071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001176902,0.00004839312,0.9917795,0.00005174059,0.000007838392,0.00007187519,0.003625531,0.00001508334,0.0001749774,0.0000227864,0.0002826551,0.003907871],"study_design_scores_gemma":[0.000001328266,0.00008544015,0.9904108,0.00002745803,0.000003576057,0.0001533606,0.008538093,0.00003466957,0.0000473185,0.000007154354,0.0006876285,0.000003306747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986527,0.0001361348,0.0000689511,0.000237314,0.000003777507,0.00002601446,0.0003880197,0.000002407091,0.0004845205],"genre_scores_gemma":[0.9984574,0.0004405728,0.0002049272,0.0001994856,0.0000115182,0.00006312608,0.0003865053,0.000002193779,0.0002341996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007705608,"threshold_uncertainty_score":0.01532149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410245540","doi":"10.1016/j.geopsy.2025.100006","title":"Book Review","year":2025,"lang":"en","type":"article","venue":"Geopsychiatry","topic":"","field":"","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":"Philosophy","authors":[{"name":"Myrna Lashley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004171198454807679,"gpt":0.2746670198287717,"spread":0.2704958213739641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003917959,0.0008293809,0.0006696561,0.002326691,0.00111435,0.002922222,0.0008982178,0.001535636,0.4922284],"category_scores_gemma":[0.001982814,0.0002978733,0.0004473988,0.002218337,0.0005133406,0.001530623,0.001357979,0.001918124,0.418227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060494,"about_ca_system_score_gemma":0.002027947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004296349,"about_ca_topic_score_gemma":0.01510603,"domain_scores_codex":[0.9996477,0.00003731935,0.000008355319,0.00004360703,0.0002245216,0.00003843116],"domain_scores_gemma":[0.9990622,0.0001709491,0.00004196529,0.00006744827,0.0003834792,0.0002739918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006488765,0.00001075629,0.00003610958,0.0000493406,0.000001199221,0.00002364067,0.000007966747,0.00002102821,0.00004470315,0.001001951,0.9398882,0.05890867],"study_design_scores_gemma":[0.000002523119,0.000004251769,0.00008857937,0.00005816184,0.000001243509,0.0000424816,0.00001404596,0.00001023392,0.00001587614,0.0003484165,0.9994129,0.00000137658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003847028,0.03527272,0.0006565572,0.01156577,0.02403762,0.00009099617,0.0005491517,0.000421268,0.9270213],"genre_scores_gemma":[0.0005714172,0.0062877,0.0001569664,0.001723846,0.001781762,0.00001619802,0.0001856851,0.00007316114,0.9892032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5077716,"threshold_uncertainty_score":0.7242745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}