{"meta":{"query_hash":"ca617d1887c1","filters":{"venue":"Fertility Research and Practice"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ca617d1887c1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Fertility+Research+and+Practice"},"results":[{"id":"W2943742258","doi":"10.1186/s40738-019-0057-9","title":"Knowledge and attitudes regarding elective oocyte cryopreservation in undergraduate and medical students","year":2019,"lang":"en","type":"article","venue":"Fertility Research and Practice","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Oocyte cryopreservation; Fertility; Fertility preservation; Cryopreservation; Oocyte; Demography; Gynecology; Young adult; Andrology; Age groups; Medicine; Family medicine; Psychology; Biology; Gerontology; Population; Embryo; Genetics","score_opus":0.10614795258949529,"score_gpt":0.47247636222792955,"score_spread":0.36632840963843427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943742258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989017,0.00015913456,0.000014719753,0.00018732654,0.00000626399,0.000008946767,0.000060699676,9.3857705e-7,0.000660193],"genre_scores_gemma":[0.9992329,0.00016211445,0.000031170082,0.00016641313,0.00000809314,0.00000645886,0.000057993413,4.4124067e-7,0.00033436075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942183,0.00014324438,0.000050750245,0.000046407615,0.00018369821,0.00015407987],"domain_scores_gemma":[0.9972584,0.0004889136,0.0009805036,0.000046577516,0.00032610892,0.0008994303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097126054,0.00010708466,0.00021016625,0.000571558,0.0004034402,0.0006926483,0.00027719353,0.00053532136,0.0027297542],"category_scores_gemma":[0.0040697088,0.00014959072,0.00021394792,0.00046206545,0.00025498576,0.00040330505,0.00045123536,0.0005192707,0.00034491796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039370472,0.00023413077,0.9921951,0.000026263408,0.000015218936,0.000054848686,0.0013492493,0.000021585052,0.0001785183,0.000026443131,0.00034436333,0.005514923],"study_design_scores_gemma":[0.000007763148,0.000320444,0.9945562,0.00004231489,0.00001129333,0.00018006573,0.003856956,0.00012758178,0.00009091021,0.000026541873,0.0007739123,0.0000058650744],"about_ca_topic_score_codex":0.009913543,"about_ca_topic_score_gemma":0.015802283,"teacher_disagreement_score":0.009913543,"about_ca_system_score_codex":0.0005313878,"about_ca_system_score_gemma":0.00066932815,"threshold_uncertainty_score":0.019711673},"labels":[],"label_agreement":null},{"id":"W2965181622","doi":"10.1186/s40738-019-0059-7","title":"15 years of transcriptomic analysis on endometrial receptivity: what have we learnt?","year":2019,"lang":"en","type":"review","venue":"Fertility Research and Practice","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal General Hospital; Computer Research Institute of Montréal","funders":"","keywords":"Transcriptome; Receptivity; Biology; Andrology; Computer science; Medicine; Endocrinology; Genetics; Gene; Gene expression","score_opus":0.2775203766085533,"score_gpt":0.4611039783808683,"score_spread":0.18358360177231503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965181622","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019733246,0.92416775,0.016384114,0.02175751,0.0039757015,0.000097666016,0.007159744,0.00040610164,0.0063180393],"genre_scores_gemma":[0.05221965,0.88887995,0.016850775,0.020992326,0.0071014687,0.00023126895,0.009891335,0.00023129233,0.0036019399],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984713,0.00028084897,0.00017041076,0.00056596764,0.00032095896,0.00019032716],"domain_scores_gemma":[0.9898628,0.0051913685,0.00088996097,0.0006926853,0.0024668854,0.000896221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052665225,0.001500227,0.0027107103,0.0033870235,0.0010423686,0.0047566467,0.0014203395,0.0024914665,0.0057190293],"category_scores_gemma":[0.0069915685,0.00077181926,0.001732741,0.0034989086,0.002418185,0.0046338993,0.002983565,0.005203552,0.0019166935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010514684,0.00025146568,0.032919448,0.018958936,0.0013352064,0.0009860643,0.002001261,0.002476163,0.038491044,0.021272376,0.070837796,0.80941874],"study_design_scores_gemma":[0.00006674194,0.0008136464,0.084295526,0.014441352,0.0016436954,0.0028180438,0.003553014,0.0029544297,0.007999208,0.05095719,0.82998985,0.0004672721],"about_ca_topic_score_codex":0.0024973452,"about_ca_topic_score_gemma":0.0036929322,"teacher_disagreement_score":0.0057190293,"about_ca_system_score_codex":0.0013985244,"about_ca_system_score_gemma":0.0026351118,"threshold_uncertainty_score":0.027852356},"labels":[],"label_agreement":null},{"id":"W2972120417","doi":"10.1186/s40738-019-0062-z","title":"Number of motile spermatozoa inseminated and pregnancy outcomes in intrauterine insemination","year":2019,"lang":"en","type":"article","venue":"Fertility Research and Practice","topic":"Ovarian function and disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Canadian Institutes of Health Research; Queen's University","keywords":"Odds ratio; Medicine; Infertility; Obstetrics; Pregnancy; Gestational sac; Gynecology; Ovulation induction; Insemination; Pregnancy rate; Gestation; Biology; Andrology; Sperm; Internal medicine","score_opus":0.05375241556141829,"score_gpt":0.40811293128587445,"score_spread":0.35436051572445615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972120417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99834895,0.0009889946,0.00010058671,0.000036375586,0.000010570667,0.0000063218704,0.0002195851,0.0000014535366,0.00028714395],"genre_scores_gemma":[0.9994349,0.00016796961,0.00008197482,0.000018212659,0.000011760152,0.0000048740035,0.0001574255,0.000001262687,0.00012167244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996081,0.00011792353,0.000049494844,0.00008280531,0.00008041272,0.00006133232],"domain_scores_gemma":[0.9977932,0.00050083955,0.0012497279,0.00014133136,0.000111432935,0.00020342246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009301596,0.00018830287,0.00021803241,0.00039980857,0.00022580675,0.00041644328,0.00028543736,0.0003439947,0.0013091111],"category_scores_gemma":[0.0047932994,0.00025157267,0.00033597142,0.000504905,0.00017694042,0.00047603075,0.00029323384,0.00052387605,0.00017322341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017137018,0.00001611343,0.9983903,0.000009582922,0.000037556714,0.000060137718,0.00002535738,0.000030124067,0.0001069222,0.00001531313,0.00003634415,0.0011009551],"study_design_scores_gemma":[0.000004954499,0.0001278877,0.99908817,0.000007234429,0.0000285957,0.00033741092,0.000036680965,0.00013775716,0.000058626127,0.000021041156,0.00014926783,0.0000024551637],"about_ca_topic_score_codex":0.0010789514,"about_ca_topic_score_gemma":0.0016032334,"teacher_disagreement_score":0.0013091111,"about_ca_system_score_codex":0.00018996485,"about_ca_system_score_gemma":0.00024652132,"threshold_uncertainty_score":0.004919231},"labels":[],"label_agreement":null},{"id":"W3016946712","doi":"10.1186/s40738-020-00076-1","title":"The prevalence of anxiety symptoms in infertile women: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Fertility Research and Practice","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Anxiety; PsycINFO; Cochrane Library; Medicine; Confidence interval; Scopus; MEDLINE; Publication bias; Demography; Inclusion and exclusion criteria; Clinical psychology; Psychiatry; Internal medicine; Alternative medicine","score_opus":0.2727812429303749,"score_gpt":0.5080429205994103,"score_spread":0.23526167766903533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016946712","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005440267,0.99331445,0.00035826475,0.00012436754,0.00008163918,0.0002457766,0.00028830787,0.000014010854,0.00013283802],"genre_scores_gemma":[0.18886681,0.80591536,0.002401901,0.0005842213,0.00023585818,0.0011175976,0.0006450113,0.000017226806,0.0002160368],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99108267,0.0038498081,0.0027748412,0.0008918449,0.0011155453,0.00028530834],"domain_scores_gemma":[0.9810439,0.013965761,0.0030250465,0.00046805362,0.0012740957,0.00022327757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012294554,0.0025690016,0.017689805,0.009588087,0.000697223,0.0033644647,0.002116504,0.0020034926,0.0030410716],"category_scores_gemma":[0.026135685,0.0013888573,0.035533693,0.007993351,0.0007146898,0.0017793679,0.0014998491,0.0015062533,0.00019107862],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012321098,0.000039885843,0.0064663985,0.45488623,0.524894,0.00020296175,0.00012568683,0.000436433,0.00020193096,0.00011352228,0.0003799629,0.011020851],"study_design_scores_gemma":[0.000260215,0.00019438991,0.00543812,0.030883705,0.961546,0.00015828389,0.000066880064,0.00019337998,0.00010285114,0.00012743296,0.0010057497,0.00002303765],"about_ca_topic_score_codex":0.0050184303,"about_ca_topic_score_gemma":0.011120084,"teacher_disagreement_score":0.017689805,"about_ca_system_score_codex":0.002309572,"about_ca_system_score_gemma":0.0035249358,"threshold_uncertainty_score":0.06502062},"labels":[],"label_agreement":null},{"id":"W3042784947","doi":"10.1186/s40738-020-00083-2","title":"Fertility patients’ use and perceptions of online fertility educational material","year":2020,"lang":"en","type":"article","venue":"Fertility Research and Practice","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Helpfulness; Fertility; Fertility clinic; Infertility; Family medicine; Social media; Psychology; Medical education; Patient education; Medicine; Social psychology; Computer science; Population; World Wide Web","score_opus":0.2028164647368671,"score_gpt":0.45894508260980565,"score_spread":0.25612861787293856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042784947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99606967,0.0007198881,0.0000887663,0.00061340316,0.0000213815,0.000024408848,0.00014436911,0.000007757732,0.002310462],"genre_scores_gemma":[0.9987349,0.00038745502,0.00015971214,0.00026892644,0.000020164829,0.000014023573,0.00006712686,0.0000021919554,0.00034557426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824905,0.00092977256,0.00017641013,0.00007297385,0.0004263273,0.00014544826],"domain_scores_gemma":[0.98827654,0.0067682215,0.0032026155,0.00018684531,0.0005358328,0.0010300188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020418677,0.00015539434,0.00025450875,0.00070375047,0.0006164106,0.0013709279,0.00021049395,0.0006210405,0.0064952937],"category_scores_gemma":[0.014512321,0.00015250388,0.00036905007,0.00046347242,0.00050322356,0.00093030004,0.00078385475,0.0006968729,0.00040385153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042416799,0.0008419646,0.90582305,0.0004270649,0.00019172669,0.0006581636,0.028554823,0.00018276987,0.0008703744,0.00024149493,0.0029320393,0.058852445],"study_design_scores_gemma":[0.00010147189,0.002136649,0.8973408,0.00042794785,0.00025812385,0.0044552595,0.080342725,0.0008198811,0.0006480692,0.00029567102,0.013077489,0.000095936426],"about_ca_topic_score_codex":0.0011663212,"about_ca_topic_score_gemma":0.0017006343,"teacher_disagreement_score":0.0064952937,"about_ca_system_score_codex":0.0003242658,"about_ca_system_score_gemma":0.00042829092,"threshold_uncertainty_score":0.021728933},"labels":[],"label_agreement":null},{"id":"W3134175910","doi":"10.1186/s40738-021-00098-3","title":"The prevalence of depression symptoms among infertile women: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Fertility Research and Practice","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; PsycINFO; Cochrane Library; Medicine; Depression (economics); Confidence interval; Infertility; Anxiety; MEDLINE; Scopus; Demography; Mental health; Publication bias; Psychiatry; Internal medicine; Pregnancy","score_opus":0.28061307052230466,"score_gpt":0.519904789467658,"score_spread":0.23929171894535328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134175910","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050555267,0.9933477,0.00045172274,0.00016290206,0.0001126262,0.00037306792,0.00032710438,0.00001600983,0.00015335972],"genre_scores_gemma":[0.14414419,0.8492961,0.0028565528,0.0007251577,0.0002580727,0.0017814786,0.00069515256,0.000016906308,0.00022645904],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9879758,0.004823173,0.0042067817,0.0011491734,0.0014945797,0.00035041076],"domain_scores_gemma":[0.9763935,0.017231598,0.0036259184,0.0005824181,0.0019164889,0.00025005944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016132107,0.0028581684,0.020589767,0.009748478,0.0007522018,0.0038962378,0.002521303,0.002364254,0.0030278352],"category_scores_gemma":[0.037412602,0.0017509768,0.040432543,0.009212116,0.00073351065,0.0022722117,0.0016997035,0.0017951996,0.0002337027],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011465962,0.000040822153,0.005521544,0.48668432,0.49364114,0.00018824289,0.000117240575,0.00043824626,0.00018373833,0.00011686472,0.0004523095,0.011468904],"study_design_scores_gemma":[0.00036681053,0.0001813639,0.0045444653,0.039058145,0.95411795,0.00014549904,0.000057920355,0.00022015821,0.00011697277,0.00014178525,0.0010234754,0.000025421225],"about_ca_topic_score_codex":0.0057550767,"about_ca_topic_score_gemma":0.013070582,"teacher_disagreement_score":0.020589767,"about_ca_system_score_codex":0.003219491,"about_ca_system_score_gemma":0.004752709,"threshold_uncertainty_score":0.085315704},"labels":[],"label_agreement":null},{"id":"W3157316233","doi":"10.1186/s40738-021-00102-w","title":"Reducing day 3 baseline monitoring bloodwork and ultrasound for patients undergoing timed intercourse and intrauterine insemination treatment cycles","year":2021,"lang":"en","type":"article","venue":"Fertility Research and Practice","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Western University; Canada Research Chairs; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Context (archaeology); Gynecology; Obstetrics","score_opus":0.07401469236737977,"score_gpt":0.3994701604812158,"score_spread":0.325455468113836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157316233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88382506,0.054191764,0.010235115,0.03200567,0.0006332984,0.0026287644,0.0009924406,0.00031819683,0.0151697],"genre_scores_gemma":[0.9770373,0.007829603,0.010697223,0.0031357517,0.00017034939,0.0005589725,0.00018251193,0.000012597071,0.00037556456],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9934638,0.0041150753,0.000676812,0.0002787984,0.0011926153,0.00027289824],"domain_scores_gemma":[0.9793763,0.00908228,0.007550446,0.00044085947,0.0020501332,0.001499951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00835261,0.00018172385,0.00033221795,0.0007713238,0.00041830292,0.0008513437,0.0009779092,0.0004272861,0.002938462],"category_scores_gemma":[0.035607237,0.00013985914,0.0007907595,0.0006763993,0.0002893098,0.00041793086,0.0008896129,0.0006723089,0.00015556869],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013159493,0.0019024407,0.23709211,0.009908769,0.0005729469,0.00024238742,0.0023668052,0.001369871,0.0018217708,0.0007156439,0.006823401,0.735868],"study_design_scores_gemma":[0.0016184937,0.01846896,0.9078512,0.012634297,0.0015111549,0.0014451956,0.005426401,0.005404405,0.0037248153,0.0013890611,0.04040957,0.00011645083],"about_ca_topic_score_codex":0.006705791,"about_ca_topic_score_gemma":0.012293356,"teacher_disagreement_score":0.00835261,"about_ca_system_score_codex":0.001873795,"about_ca_system_score_gemma":0.007220944,"threshold_uncertainty_score":0.04417336},"labels":[],"label_agreement":null}]}