{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"01407c87cc5b","filters":{"venue":"Middle East Fertility Society Journal"}},"results":[{"id":"W2995516918","doi":"10.1186/s43043-019-0011-0","title":"Review of assisted reproduction techniques, laws, and regulations in Muslim countries","year":2019,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Islam; Reproduction; Multiculturalism; Law; Political science; Ethical issues; Sociology; Engineering ethics; History; Engineering; Biology","authors":[{"name":"Chokri Kooli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04631702039267416,"gpt":0.3018702472388644,"spread":0.2555532268461902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863213,0.0001152993,0.0004148023,0.00006479388,0.00009118301,0.00001117894,0.00006566224,0.0001304752,0.00005410234],"category_scores_gemma":[0.0006095754,0.00009541814,0.0001427948,0.0003497501,0.0002059898,0.0001556323,0.00004170063,0.0004955108,0.000003338719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133898,"about_ca_system_score_gemma":0.0001899269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002161795,"about_ca_topic_score_gemma":0.000003307551,"domain_scores_codex":[0.9985707,0.00007685228,0.000569941,0.00032457,0.0002460442,0.0002119073],"domain_scores_gemma":[0.9986914,0.0000260701,0.0002579774,0.000505048,0.0004428248,0.00007665265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009018386,0.0011689,0.7991447,0.04899917,0.0002264815,0.00001183275,0.003629671,0.000001536886,0.007749864,0.0004578252,0.01186498,0.1258432],"study_design_scores_gemma":[0.0008920242,0.0002985795,0.9575871,0.01026856,0.00005906462,0.0005711314,0.002077861,0.00003052546,0.003176191,0.0008909429,0.02400489,0.0001431658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200827,0.06093995,0.00006937455,0.01748308,0.0001311837,0.0008050581,0.000005707976,0.00008775191,0.0003952169],"genre_scores_gemma":[0.9585073,0.03517055,0.00481668,0.001038568,0.0001042002,0.0000180485,0.00001065774,0.00001386118,0.0003201335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584423,"threshold_uncertainty_score":0.3891039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392109643","doi":"10.1186/s43043-024-00172-y","title":"Predictive factors of aneuploidy in infertile patients undergoing IVF: a retrospective analysis in a private IVF practice","year":2024,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Aneuploidy; Gynecology; Retrospective cohort study; Medicine; Obstetrics; Biology; Internal medicine; Genetics","authors":[{"name":"Anastasia Salame","is_ca":false},{"name":"Elias M. Dahdouh","is_ca":true},{"name":"Rania Aljafari","is_ca":false},{"name":"David A. Samuel","is_ca":false},{"name":"Bhavya P. Koodathingal","is_ca":false},{"name":"Aparna Bajpai","is_ca":false},{"name":"Shabin Kainoth","is_ca":false},{"name":"M.H. Fakih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02339436996309016,"gpt":0.271203602782096,"spread":0.2478092328190058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009261843,0.0002492569,0.0006358184,0.000326581,0.00009206211,0.00007749297,0.0001489715,0.0002076876,0.00005414411],"category_scores_gemma":[0.003889959,0.0002129238,0.0005631913,0.002035097,0.000130769,0.0005625905,0.0001190225,0.001282199,0.000004333663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000964552,"about_ca_system_score_gemma":0.0003462264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002514068,"about_ca_topic_score_gemma":0.0002480015,"domain_scores_codex":[0.9973704,0.0002112729,0.0008054129,0.0004209881,0.0007503274,0.0004416152],"domain_scores_gemma":[0.9982108,0.0007004353,0.0002394974,0.0002648298,0.0003417784,0.000242599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006256647,0.0009123907,0.9838881,0.0001948676,0.000920269,0.00006701701,0.01231637,0.0005678714,0.00007575659,0.00001879858,0.00006250471,0.0003503542],"study_design_scores_gemma":[0.001652556,0.0005569382,0.9779236,0.0009373293,0.0006829669,0.00001578434,0.00435337,0.01323292,0.0001536606,0.0002999343,0.00003278446,0.0001580972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957055,0.0008418072,0.002155595,0.0002984453,0.0001493389,0.0003096558,0.00008306857,0.00005338441,0.0004032489],"genre_scores_gemma":[0.9986312,0.0001110766,0.0009884117,0.00009993235,0.00005332211,0.000008463525,0.00004856921,0.00002365939,0.00003537752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266505,"threshold_uncertainty_score":0.8682778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094631539","doi":"10.1186/s43043-020-00042-3","title":"Believing that transferring more embryos will result in increased pregnancy rates: a flawed concept: a SWOT analysis","year":2020,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Collège de Maisonneuve","funders":"","keywords":"SWOT analysis; Affect (linguistics); Embryo; Pregnancy; Embryo transfer; Pregnancy rate; Gynecology; Obstetrics; Psychology; Medicine; Biology; Business; Marketing; Genetics","authors":[{"name":"Michael H. Dahan","is_ca":true},{"name":"Samer Tannus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06213439019628692,"gpt":0.2805842556730945,"spread":0.2184498654768076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006444647,0.0004194578,0.00106649,0.0001628913,0.0004139407,0.00006414542,0.000368905,0.0004414949,0.0002259863],"category_scores_gemma":[0.0005920865,0.0003672878,0.001193858,0.001860342,0.0004772639,0.0004618174,0.0001027731,0.002121668,0.000008475636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773084,"about_ca_system_score_gemma":0.0002859737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005269253,"about_ca_topic_score_gemma":0.00003339229,"domain_scores_codex":[0.9966697,0.0002724966,0.0008900558,0.0008923127,0.0005842712,0.0006912283],"domain_scores_gemma":[0.9983183,0.00007959965,0.0002628556,0.0006030262,0.0002706347,0.0004656584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001540737,0.0008087641,0.9382333,0.0004858881,0.003655674,0.00049055,0.04039514,0.0002754833,0.007070613,0.0000289144,0.0001926625,0.006822228],"study_design_scores_gemma":[0.007244912,0.0003625227,0.9571056,0.002598755,0.0021069,0.0002222129,0.016191,0.008317537,0.004936197,0.0001792866,0.0001713752,0.000563707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698193,0.01211385,0.007017717,0.009688037,0.0001073484,0.0006858111,0.00003376637,0.0002403449,0.0002938375],"genre_scores_gemma":[0.9967868,0.0001612949,0.001660963,0.000958501,0.0001556066,0.00003318084,0.00003483564,0.00003997556,0.0001687951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02696756,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397040165","doi":"10.1186/s43043-024-00183-9","title":"Surgical management of caesarean scar disorder using different techniques: a scoping review and case series","year":2024,"lang":"en","type":"review","venue":"Middle East Fertility Society Journal","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"B.C. Women's Hospital & Health Centre; British Columbia Centre of Excellence for Women's Health; University of British Columbia","funders":"","keywords":"Series (stratigraphy); Medicine; Surgery; Intensive care medicine; Geology","authors":[{"name":"Rahana Harjee","is_ca":true},{"name":"Jalila Devji","is_ca":true},{"name":"Ella Barrett‐Chan","is_ca":true},{"name":"Jas Khinda","is_ca":true},{"name":"Mohamed A. Bedaiwy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1077266332800178,"gpt":0.3733953173456656,"spread":0.2656686840656478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007034935,0.0005505523,0.002589131,0.00008237391,0.0001895029,0.00008026951,0.0001596133,0.0002152145,0.00009388298],"category_scores_gemma":[0.00001665722,0.0003696653,0.001534913,0.0002870146,0.0001663304,0.0001015438,0.0004659359,0.0007806304,0.000002130459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895317,"about_ca_system_score_gemma":0.0001499566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001359265,"about_ca_topic_score_gemma":0.00001108364,"domain_scores_codex":[0.9971864,0.0001726002,0.00133147,0.0005225686,0.0003999463,0.0003870512],"domain_scores_gemma":[0.9987149,0.00003434993,0.0004212197,0.0004885528,0.0001056495,0.0002353576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007002724,0.0001942755,0.00007413124,0.6583505,0.001144228,0.00207919,0.0001323628,4.680003e-8,4.147607e-8,0.00002786181,0.0002258618,0.3377645],"study_design_scores_gemma":[0.0003211821,0.00009976933,0.00001534581,0.9004924,0.01463168,0.01988591,0.0003684178,0.00000961774,5.579812e-7,0.000027178,0.06383576,0.0003122205],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004438514,0.9962633,0.0001332031,0.0002054402,0.0001571176,0.002547138,0.00003253643,0.00005478453,0.0001626603],"genre_scores_gemma":[0.00008719749,0.9976988,0.001453379,0.00007733075,0.0001111134,0.0001374406,0.00001886112,0.0000548765,0.000360967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3374523,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415099471","doi":"10.1186/s43043-025-00259-0","title":"Systematic review with meta-analysis on the quality of life of women undergoing IVF using Ferti-QOL questionnaire","year":2025,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); In vitro fertilisation; Fertility; MEDLINE; Subgroup analysis; Systematic review","authors":[{"name":"Lamees Abdullah Mohammed Ali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1523752206345481,"gpt":0.3588896757434913,"spread":0.2065144551089433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006811585,0.0002152761,0.002532827,0.0001094809,0.0002702196,0.00001918792,0.0002376221,0.0001026427,0.00005475512],"category_scores_gemma":[0.006018522,0.0001084858,0.001642577,0.001377555,0.0003104727,0.00007956521,0.0000563248,0.0005539055,9.313203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004818779,"about_ca_system_score_gemma":0.000827371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006286694,"about_ca_topic_score_gemma":0.00001671322,"domain_scores_codex":[0.9963126,0.000788841,0.001558671,0.0003077557,0.0006998323,0.0003323389],"domain_scores_gemma":[0.9964756,0.0003581319,0.001168245,0.001007918,0.000844963,0.0001451575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001136247,0.001076577,0.06173335,0.6929215,0.2364695,0.000003719999,0.004086266,0.0003167141,0.0004523823,0.001558474,0.0001597746,0.00008548838],"study_design_scores_gemma":[0.003182222,0.00132737,0.307355,0.143816,0.4853173,0.00009369839,0.04947697,0.001806061,0.001843098,0.005009945,0.00001641324,0.0007559479],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996395,0.08097449,0.005585845,0.01237446,0.00004060228,0.001250931,0.000006585912,0.0000437485,0.00008383686],"genre_scores_gemma":[0.996716,0.000718483,0.0007995127,0.001592945,0.00001358499,0.00005056861,0.000001027763,0.000008837366,0.00009901716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5491055,"threshold_uncertainty_score":0.7205167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400936580","doi":"10.1186/s43043-024-00187-5","title":"The efficacy of luteal phase support in women with polycystic ovary syndrome following assisted reproductive technology: a systematic review","year":2024,"lang":"en","type":"review","venue":"Middle East Fertility Society Journal","topic":"Ovarian function and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fakultas Kedokteran, Universitas Indonesia; Universitas Indonesia","keywords":"Polycystic ovary; Luteal phase; Gynecology; Medicine; Internal medicine; Follicular phase; Insulin resistance; Insulin","authors":[{"name":"Achmad Kemal Harzif","is_ca":false},{"name":"Sarah Miriam Ratna Pratamasari","is_ca":false},{"name":"Costan Tryono Parulian Rumapea","is_ca":false},{"name":"Nafi’atul Ummah","is_ca":false},{"name":"Heidi Dewi Mutia","is_ca":false},{"name":"Putri Nurbaeti","is_ca":false},{"name":"Aisyah Retno Puspawardani","is_ca":false},{"name":"Budi Wiweko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04440670411558654,"gpt":0.321308304713935,"spread":0.2769016005983484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004035588,0.0006225142,0.004200267,0.0002699453,0.0002616486,0.00007892489,0.0004203261,0.0004033053,0.00006191382],"category_scores_gemma":[0.001543423,0.000337967,0.001840422,0.00232891,0.0003191404,0.0001055225,0.0001177663,0.002344294,0.0000449798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018639,"about_ca_system_score_gemma":0.001989972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002835617,"about_ca_topic_score_gemma":0.000001248344,"domain_scores_codex":[0.9949579,0.0004817652,0.002363623,0.0007213918,0.0008211638,0.0006541237],"domain_scores_gemma":[0.9970552,0.0002116074,0.001075874,0.001183486,0.0002084832,0.0002653799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008800052,0.001047429,0.0000124197,0.9465113,0.005825128,0.0007226219,0.001019718,1.178899e-7,0.000001061528,0.000004727562,0.0009805143,0.04299502],"study_design_scores_gemma":[0.00354469,0.001211067,0.0001758848,0.9365225,0.01812973,0.01454552,0.004266591,0.000008109711,9.796359e-8,0.00005095527,0.02110841,0.000436429],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007712313,0.9940789,0.00005647861,0.001010069,0.0004763449,0.003393934,0.00002202525,0.00009502088,0.00009604869],"genre_scores_gemma":[0.002092865,0.9958532,0.0001819987,0.0002254045,0.00007365836,0.0004043646,0.00002686555,0.00009575008,0.001045823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04255859,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416935626","doi":"10.1186/s43043-025-00281-2","title":"Scars that speak: my experience and evidence on uterine niche repair, fertility, and the hidden legacy of cesarean section — a systematic review in the Saudi context","year":2025,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Scars; Fertility; Cochrane Library; Niche; Pregnancy; Infertility; Pregnancy rate","authors":[{"name":"Raed Y. Tallab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0891080359272587,"gpt":0.3561851880096084,"spread":0.2670771520823497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003481293,0.0001722079,0.0006174573,0.00003479301,0.0002740305,0.00008107896,0.0002183122,0.00006415044,0.0000689936],"category_scores_gemma":[0.0005242091,0.00008825811,0.0003844333,0.0002352392,0.0003699897,0.0002265317,0.0001129137,0.0005489002,0.000001260122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076296,"about_ca_system_score_gemma":0.0000728683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004366381,"about_ca_topic_score_gemma":0.0001237602,"domain_scores_codex":[0.9975794,0.0006992816,0.0008591993,0.0002443362,0.0004083346,0.0002094661],"domain_scores_gemma":[0.9987136,0.000312809,0.0003051738,0.0004257221,0.0001522642,0.00009040019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.004033569,0.0005482453,0.09757083,0.866313,0.0002804107,0.00003311553,0.02529868,3.958516e-7,0.00008817076,0.0002359507,0.0006601222,0.004937482],"study_design_scores_gemma":[0.002544076,0.0003788102,0.6962594,0.2838145,0.0002494812,0.0008675611,0.01421501,0.0006635423,0.00009739873,0.0003734284,0.0004049255,0.0001318282],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451499,0.04336667,0.00007988098,0.007239049,0.0001726816,0.003818776,0.00000714584,0.00001688636,0.0001490048],"genre_scores_gemma":[0.9937962,0.002461509,0.0000438951,0.00229653,0.00002865891,0.0003875431,6.778948e-7,0.000005588164,0.0009794421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5986886,"threshold_uncertainty_score":0.3599061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996938110","doi":"10.1016/j.mefs.2010.12.007","title":"Evidence-based medicine corner: Unit-of-analysis errors and subfertility trial designs","year":2011,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Assisted Reproductive Technology and Twin Pregnancy","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":"University of Alberta","funders":"","keywords":"Medicine; Unit (ring theory); Gynecology; Mathematics","authors":[{"name":"Ahmed M Abou-Setta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3405010117523477,"gpt":0.3246193553082661,"spread":0.01588165644408163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002841151,0.0003151293,0.001062691,0.0002226391,0.0003464749,0.00001023321,0.0002727781,0.0003957101,0.0008797642],"category_scores_gemma":[0.001516162,0.0002310308,0.0008528202,0.001182864,0.001829676,0.0002273539,0.00007859966,0.001079687,0.000004129411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109473,"about_ca_system_score_gemma":0.0003525842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000749285,"about_ca_topic_score_gemma":0.00001852831,"domain_scores_codex":[0.9970067,0.0004085522,0.0009943885,0.0005993316,0.0005657561,0.0004253438],"domain_scores_gemma":[0.9973711,0.0002018575,0.0005286469,0.0008493592,0.000701256,0.0003477846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0479264,0.001424431,0.9300267,0.0003148403,0.003905647,0.00005082223,0.005900939,0.000004997592,0.002234962,0.00006858302,0.0001990295,0.007942713],"study_design_scores_gemma":[0.01684236,0.001847139,0.9667287,0.0008120701,0.005329642,0.00009099118,0.003044017,0.0006669115,0.003002199,0.001375287,0.00003065377,0.000229962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975524,0.008883681,0.01253052,0.001799273,0.0002836474,0.0005385014,0.00000623142,0.00009531181,0.0003388015],"genre_scores_gemma":[0.9950449,0.0001918734,0.004164468,0.0002189556,0.0001320004,0.00001596766,0.00000676068,0.00001883568,0.000206179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03670213,"threshold_uncertainty_score":0.9632801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165128297","doi":"10.1186/s43043-021-00051-w","title":"Perinatal outcomes of human singletons conceived naturally versus assisted reproductive technologies: analysis of the effect of stimulated IVF, modified natural IVF, and frozen embryo transfer","year":2021,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Assisted Reproductive Technology and Twin Pregnancy","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":"Université de Montréal; McGill University","funders":"","keywords":"Embryo transfer; In vitro fertilisation; Medicine; Singleton; Obstetrics; Gestational age; Assisted reproductive technology; Spontaneous conception; Live birth; Birth weight; Pregnancy; Gestation; Gynecology; Infertility; Biology","authors":[{"name":"Adhwaa Khudhari","is_ca":false},{"name":"Ali Mourad","is_ca":true},{"name":"Simon Phillips","is_ca":true},{"name":"Mohammad Zubair Alam","is_ca":true},{"name":"Robert Hemmings","is_ca":false},{"name":"Wael Jamal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0308553754164116,"gpt":0.2843620399108374,"spread":0.2535066644944258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006878852,0.0003296169,0.001478656,0.0001644022,0.0003386626,0.00001319292,0.0003407052,0.0004639844,0.00003053774],"category_scores_gemma":[0.001805737,0.000215557,0.00137653,0.001502836,0.001876987,0.0001288873,0.000199521,0.001467938,1.543297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450297,"about_ca_system_score_gemma":0.0001705231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002077841,"about_ca_topic_score_gemma":0.00001835521,"domain_scores_codex":[0.9973211,0.0003361022,0.000863876,0.0006453946,0.0005153828,0.0003181452],"domain_scores_gemma":[0.9972849,0.000268086,0.0004208538,0.001059335,0.0009040372,0.0000627224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0037927,0.0006437514,0.4612249,0.0006278703,0.02292686,0.00004362897,0.005316818,0.0001305321,0.4993661,0.00008338586,0.00001765075,0.005825805],"study_design_scores_gemma":[0.004699433,0.0005891508,0.8121403,0.0003135139,0.004212548,0.00007691577,0.004850852,0.0004272584,0.1724544,0.00007192893,0.000002048619,0.0001616194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920462,0.005814814,0.0001104118,0.001073396,0.0003241427,0.0004034012,0.00006180169,0.00008803929,0.00007781245],"genre_scores_gemma":[0.9993075,0.00003082829,0.0003835575,0.00001269383,0.00001722236,0.000007062849,0.00002268813,0.00001844076,0.0002000341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3509155,"threshold_uncertainty_score":0.8790158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976154263","doi":"10.1016/j.mefs.2012.08.001","title":"Can we trust the results of randomized trials to be free from bias? A reflection on the need for proper trial planning, conduct and reporting","year":2012,"lang":"en","type":"article","venue":"Middle East Fertility Society Journal","topic":"Meta-analysis and systematic reviews","field":"Decision 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":"Winnipeg Regional Health Authority","funders":"","keywords":"Randomized controlled trial; Reflection (computer programming); Psychology; Medicine; Computer science","authors":[{"name":"Ahmed M Abou-Setta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9219249252841574,"gpt":0.5417183140388661,"spread":0.3802066112452913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5510159,0.0003028766,0.005670686,0.00008365357,0.0007920911,0.0009350036,0.0009129531,0.0001347818,0.0004638899],"category_scores_gemma":[0.5586366,0.0000944074,0.005474358,0.0005904016,0.000186232,0.0001981784,0.0001232176,0.0004349455,0.000007087026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006286963,"about_ca_system_score_gemma":0.000145874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000819212,"about_ca_topic_score_gemma":0.00003625176,"domain_scores_codex":[0.9427712,0.03160426,0.02092097,0.0006138149,0.003686647,0.0004031233],"domain_scores_gemma":[0.8778892,0.06196909,0.05223814,0.00461715,0.002726461,0.0005599696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5071397,0.000465402,0.004419668,0.00008378982,0.004812467,0.000001218699,0.1391197,0.0001472583,0.002564487,0.0002390843,0.3288103,0.01219695],"study_design_scores_gemma":[0.6380027,0.001272834,0.009888148,0.0009942405,0.006925718,0.0001176532,0.1702294,0.01234419,0.001978362,0.03694481,0.120315,0.0009870226],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599483,0.001498577,0.002941761,0.02958423,0.0009555516,0.004495759,0.0001251042,0.00000472087,0.0004460099],"genre_scores_gemma":[0.9932752,0.00001383085,0.002616211,0.0009179004,0.0008895099,0.0001880331,0.000004906972,0.00001317851,0.002081187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084953,"threshold_uncertainty_score":0.9016261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}