{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"cdefa435a175","filters":{"venue":"North American Proceedings in Gynecology and Obstetrics - Supplemental"}},"results":[{"id":"W4410718595","doi":"10.54053/001c.138591","title":"Factors Affecting Medical Students’ Interest in Obstetrics & Gynecology","year":2025,"lang":"en","type":"article","venue":"North American Proceedings in Gynecology and Obstetrics - Supplemental","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Obstetrics and gynaecology; Obstetrics; Gynecology; Medicine; Medical education; Pregnancy; Biology","authors":[{"name":"Joshua A Bellisario","is_ca":false},{"name":"Kimberly Huynh","is_ca":false},{"name":"A C Thai","is_ca":true},{"name":"Trevor A. Pickering","is_ca":false},{"name":"Hindi E. Stohl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02956455412004817,"gpt":0.3338633847836686,"spread":0.3042988306636204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302072,0.0001161698,0.0001189154,0.0008885361,0.0005947891,0.0008886051,0.000283308,0.0004740949,0.006364291],"category_scores_gemma":[0.007059118,0.0001292135,0.0002002161,0.0007569762,0.0004490196,0.0004237627,0.0008458893,0.0006428181,0.0007126609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005126672,"about_ca_system_score_gemma":0.0009112443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004226816,"about_ca_topic_score_gemma":0.006729086,"domain_scores_codex":[0.9989808,0.0002909625,0.0001118911,0.00006655433,0.000273475,0.0002763203],"domain_scores_gemma":[0.9928504,0.00176153,0.002471061,0.00008159793,0.0005585537,0.002276842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001631176,0.00008715993,0.9956143,0.00002554063,0.00000565679,0.00005596715,0.0007419147,0.00002180077,0.00009987419,0.00002746249,0.0004481402,0.002855757],"study_design_scores_gemma":[0.000002007853,0.00007830478,0.9940183,0.00002856298,0.000003112271,0.0001555653,0.004460691,0.000078448,0.00006545636,0.00001827605,0.001088003,0.000003252785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997097,0.0001317984,0.00003584858,0.0008268766,0.00001294554,0.00001655273,0.0001401313,0.000002435256,0.001736334],"genre_scores_gemma":[0.9993016,0.0001175786,0.00004699568,0.0001323198,0.00001500091,0.000009664776,0.00007026184,8.635095e-7,0.000305804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006364291,"threshold_uncertainty_score":0.02129066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413072203","doi":"10.54053/001c.141883","title":"AN EXPERT COMMENTARY ON ESSENTIAL EQUIPMENT IN THE IVF LABORATORY","year":2025,"lang":"en","type":"article","venue":"North American Proceedings in Gynecology and Obstetrics - Supplemental","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASTER","funders":"","keywords":"Workflow; Likert scale; Purchasing; Quality (philosophy); Reputation; Operations management; Business; Medical education; Psychology; Medicine; Computer science; Engineering","authors":[{"name":"Toni Di Berardino","is_ca":true},{"name":"Kumiko Ikari","is_ca":true},{"name":"Elena Chuy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01046713929388362,"gpt":0.3054652493130855,"spread":0.2949981100192019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01375043,0.000651469,0.0008924659,0.0009874589,0.003377754,0.003633331,0.003232981,0.02634968,0.01563979],"category_scores_gemma":[0.08778927,0.0005737358,0.001230185,0.001667047,0.004047699,0.00419156,0.003052548,0.01611963,0.005272363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006551947,"about_ca_system_score_gemma":0.01352608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009875588,"about_ca_topic_score_gemma":0.01343921,"domain_scores_codex":[0.977458,0.01113439,0.00275834,0.001248674,0.005956803,0.001443835],"domain_scores_gemma":[0.884766,0.07261253,0.004684736,0.001231606,0.03148713,0.005217974],"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":[0.00001991319,0.00000784948,0.0001071519,0.0007931312,0.000006940003,0.000458373,0.0003572114,0.00002652387,0.0000630405,0.00066096,0.9911066,0.006392312],"study_design_scores_gemma":[0.00003205266,0.00003264618,0.0005514,0.004943124,0.00002093424,0.001064138,0.002789327,0.0000514689,0.0001585361,0.001236683,0.9890832,0.00003652634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004474128,0.008805335,0.0001480133,0.8986138,0.08737718,0.00003894318,0.0001139494,0.00001465537,0.004440754],"genre_scores_gemma":[0.006857118,0.01190198,0.0003349168,0.926524,0.04980469,0.0001094775,0.00006806539,0.00002816327,0.004371594],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02634968,"threshold_uncertainty_score":0.07272011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413073382","doi":"10.54053/001c.138988","title":"THE CORRELATION BETWEEN DNA FRAGMENTATION INDEX (DFI), SPERM PARAMETERS, EUPLOIDY AND PREGNANCY OUTCOMES AFTER ICSI","year":2025,"lang":"en","type":"article","venue":"North American Proceedings in Gynecology and Obstetrics - Supplemental","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"DNA fragmentation; Sperm; Fertility; Andrology; Semen; Assisted reproductive technology; Pregnancy; Gynecology; Sperm motility; Medicine; Biology; Obstetrics; Infertility; Population; Apoptosis; Genetics","authors":[{"name":"Jenna F. Gallo","is_ca":false},{"name":"Claire Julian","is_ca":false},{"name":"Shirlyne Deleon","is_ca":false},{"name":"Shilpa Amin","is_ca":true},{"name":"Mehrnoosh Faghih","is_ca":true},{"name":"Megan Karnis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0089205999785619,"gpt":0.2624223911803078,"spread":0.2535017912017459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007614829,0.0002050444,0.0003038082,0.0007523387,0.0002976342,0.0004698096,0.0002637103,0.0003867222,0.002631563],"category_scores_gemma":[0.003831945,0.0001536377,0.0002789263,0.0006353281,0.0002601649,0.0003706149,0.0003193025,0.000505321,0.0002180694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452493,"about_ca_system_score_gemma":0.0003151955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008202958,"about_ca_topic_score_gemma":0.0008476349,"domain_scores_codex":[0.9996831,0.00004772904,0.00004745861,0.00007492772,0.00009190261,0.00005492572],"domain_scores_gemma":[0.9980525,0.0006905126,0.0007005931,0.00007966506,0.0001695857,0.0003072561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002034259,0.00001736762,0.998149,0.00000706212,0.00002772388,0.00005904448,0.00002357053,0.00001867714,0.0001780464,0.000008435783,0.00003145494,0.001276229],"study_design_scores_gemma":[0.000006919625,0.0002659982,0.9986624,0.000006232935,0.00003273811,0.0005803808,0.00007988314,0.0001345246,0.00009706959,0.00002404628,0.0001068623,0.000002993394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987047,0.000702471,0.00008496321,0.0000314072,0.000006165077,0.000006570493,0.0001674898,0.000002427971,0.0002937966],"genre_scores_gemma":[0.9994996,0.0001209972,0.0000560717,0.000009185046,0.000006727734,0.000007382701,0.0001582713,9.245479e-7,0.0001409489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002631563,"threshold_uncertainty_score":0.008803487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412499505","doi":"10.54053/001c.138981","title":"Elucidating Infertility in Indigenous Populations","year":2025,"lang":"en","type":"article","venue":"North American Proceedings in Gynecology and Obstetrics - Supplemental","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Indigenous; Infertility; Political science; Sociology; Biology; Pregnancy; Genetics; Ecology","authors":[{"name":"Jason Elliot","is_ca":true},{"name":"Roisin Dooley","is_ca":true},{"name":"G McTavish","is_ca":true},{"name":"Khaled Zohni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02696171171143876,"gpt":0.3705316939905904,"spread":0.3435699822791516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001720276,0.0001602028,0.0002480127,0.00120188,0.003549375,0.001066046,0.0006106462,0.0003822667,0.002054486],"category_scores_gemma":[0.003469548,0.0001350855,0.0002637732,0.001227927,0.002518623,0.0008821419,0.002382684,0.0005398726,0.00009518926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002638197,"about_ca_system_score_gemma":0.01066918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.30126,"about_ca_topic_score_gemma":0.4134475,"domain_scores_codex":[0.999131,0.0002885517,0.00004038679,0.00007897973,0.0002291657,0.0002318682],"domain_scores_gemma":[0.999266,0.0002094782,0.0002498104,0.00003386521,0.0001437028,0.00009723716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006237604,0.0001736635,0.5132255,0.001692753,0.0001029451,0.002437475,0.3198111,0.000161184,0.002431775,0.005131009,0.003613903,0.1511563],"study_design_scores_gemma":[0.00001147658,0.000174713,0.5233046,0.001695085,0.0001062136,0.002720096,0.4352368,0.0001804625,0.0004747237,0.003822716,0.0322325,0.00004064407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728143,0.008640477,0.0009380553,0.005079278,0.00008508607,0.00008554896,0.000174462,0.00001036748,0.01217238],"genre_scores_gemma":[0.9866639,0.009178467,0.00118819,0.001415079,0.00007151469,0.00005063907,0.00008783456,0.00000371393,0.001340626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30126,"threshold_uncertainty_score":0.599013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410719042","doi":"10.54053/001c.138593","title":"Cervical Hemangioblastoma Presenting in the Late Stage of Pregnancy: A Case Report","year":2025,"lang":"en","type":"article","venue":"North American Proceedings in Gynecology and Obstetrics - Supplemental","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Stage (stratigraphy); Medicine; Obstetrics; Hemangioblastoma; Pregnancy; Gynecology; Radiology; Geology","authors":[{"name":"Brittney Stevens","is_ca":true},{"name":"C. J. Callahan","is_ca":true},{"name":"N. Capetanakis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008623253211720978,"gpt":0.2692280046323109,"spread":0.2606047514205899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003860263,0.002830371,0.001366964,0.004394549,0.003767779,0.002049024,0.001745373,0.00638563,0.00212411],"category_scores_gemma":[0.004454713,0.001589581,0.001212596,0.003124217,0.00191012,0.002142902,0.002054118,0.004072079,0.0009132788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316373,"about_ca_system_score_gemma":0.001487563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007796853,"about_ca_topic_score_gemma":0.008803762,"domain_scores_codex":[0.9991162,0.00008417574,0.0001011889,0.0002542889,0.0001255059,0.0003185032],"domain_scores_gemma":[0.99836,0.00042023,0.0004296171,0.0001393093,0.00009616949,0.0005546409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001273049,0.00001897877,0.002645745,0.00002119308,0.000004516895,0.9959961,0.0001224325,0.00004529393,0.0002231877,0.00007548461,0.0001679622,0.000666311],"study_design_scores_gemma":[0.000004724365,0.00002318733,0.002134213,0.00001498446,0.000007389223,0.9970394,0.000138115,0.0001106124,0.0001273127,0.0001005884,0.000291131,0.000008366828],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579206,0.01596002,0.004959536,0.005146374,0.0006792157,0.0004084434,0.0006240614,0.0003215921,0.01398021],"genre_scores_gemma":[0.9913036,0.003869001,0.001634937,0.000780556,0.0008383524,0.0000621787,0.0001675757,0.00003741341,0.001306514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007796853,"threshold_uncertainty_score":0.01680654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}