{"meta":{"query_hash":"9225e1935bf3","filters":{"venue":"Human Fertility"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/9225e1935bf3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Human+Fertility"},"results":[{"id":"W1979239705","doi":"10.1080/1464727002000199131","title":"The economic consequences of multiple gestation pregnancy in assisted conception cycles","year":2000,"lang":"en","type":"article","venue":"Human Fertility","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McMaster University","funders":"","keywords":"Intracytoplasmic sperm injection; Pregnancy; In vitro fertilisation; Gestation; Live birth; Medicine; Gynecology; Assisted reproductive technology; Multiple birth; Obstetrics; Demography; Environmental health; Infertility; Population; Biology","score_opus":0.03893127658784452,"score_gpt":0.3086857485786862,"score_spread":0.2697544719908417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979239705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933637,0.0012538201,0.000008113805,0.00030156155,0.000043903285,0.0003928465,0.000005003273,0.000065742526,0.004565345],"genre_scores_gemma":[0.99923337,0.00010049762,0.00007511271,0.000009717667,0.000012395366,0.00004442414,0.000015298348,0.0000058406304,0.0005033612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999077,0.00010188931,0.00034592862,0.00026308827,0.0000709674,0.00014112276],"domain_scores_gemma":[0.99935263,0.00008847667,0.00010104964,0.00039525508,0.000039791295,0.000022802486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021271704,0.00008850493,0.00018893984,0.000042258795,0.0001371449,0.000005293234,0.00008963349,0.000105081446,0.00026751484],"category_scores_gemma":[0.000105294406,0.000064882974,0.000053488075,0.000070476686,0.00086014223,0.00007565979,0.000012304001,0.00016877329,0.000024251844],"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":[0.00049178017,0.00023519958,0.76159286,0.000077908844,0.00004575564,0.000009694237,0.0004291111,0.000017670258,0.018918455,0.0012236134,0.000032652446,0.2169253],"study_design_scores_gemma":[0.0007571801,0.00008996083,0.9804217,0.00026801493,0.000019191575,0.0000062452136,0.00014927829,0.000058492904,0.0142155085,0.0038846713,0.00007319089,0.000056564524],"about_ca_topic_score_codex":0.00013273739,"about_ca_topic_score_gemma":0.00048547646,"teacher_disagreement_score":0.21882883,"about_ca_system_score_codex":0.000111728696,"about_ca_system_score_gemma":0.00006533175,"threshold_uncertainty_score":0.316923},"labels":[],"label_agreement":null},{"id":"W2037615675","doi":"10.3109/14647273.2011.627624","title":"Viral screening before each cycle of assisted conception treatment is expensive and unnecessary: a survey of results from a UK inner city clinic","year":2011,"lang":"en","type":"article","venue":"Human Fertility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Directive; Medicine; Seroconversion; Population; Transmission (telecommunications); Family medicine; Donation; European union; Human immunodeficiency virus (HIV); Gynecology; Demography; Environmental health","score_opus":0.1483774377023036,"score_gpt":0.34423879186701906,"score_spread":0.19586135416471545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037615675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997147,0.00015016946,0.00009725714,0.000022230397,0.00002790102,0.00028111687,0.00096153363,0.000030266958,0.0012824737],"genre_scores_gemma":[0.998244,0.000006558997,0.00082192046,0.000050039056,0.000022936518,0.0000073919555,0.00074573595,0.000010288158,0.00009117018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984642,0.00019791232,0.00059957674,0.00036694802,0.0002017855,0.00016955714],"domain_scores_gemma":[0.9985439,0.00031348318,0.00030024885,0.00046452656,0.0002475889,0.0001302174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043806218,0.00016484455,0.0005224788,0.000049934202,0.00006637123,0.0000053922718,0.00007325065,0.00014400035,0.00024475527],"category_scores_gemma":[0.0008331019,0.00013351375,0.0000894746,0.000097038006,0.00028564874,0.00006283826,0.00007820112,0.00012438219,0.0000028090262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053975894,0.00048323662,0.980323,0.000023605968,0.00013507894,0.000009520414,0.0042004893,2.0417222e-7,0.0006377299,0.0000047785647,0.0001489586,0.0086358],"study_design_scores_gemma":[0.00445405,0.0014281773,0.9840606,0.00018085788,0.00014025706,0.0000012620039,0.0002671641,0.00014069254,0.008955915,0.00027301846,0.0000038352077,0.00009418351],"about_ca_topic_score_codex":0.056149505,"about_ca_topic_score_gemma":0.0040054526,"teacher_disagreement_score":0.05214405,"about_ca_system_score_codex":0.000041209543,"about_ca_system_score_gemma":0.000041373954,"threshold_uncertainty_score":0.9501357},"labels":[],"label_agreement":null},{"id":"W2038965113","doi":"10.1080/14647270600917263","title":"Using evidence from randomized trials in fertility practice","year":2007,"lang":"en","type":"review","venue":"Human Fertility","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Randomized controlled trial; Relevance (law); External validity; Test (biology); Fertility; Medicine; Alternative medicine; Intensive care medicine; Psychology; Medical physics; Social psychology; Surgery","score_opus":0.5598108897080413,"score_gpt":0.5445385512140438,"score_spread":0.01527233849399745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038965113","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027252575,0.9883531,0.0007680905,0.00009003132,0.0004131959,0.00599778,0.000025559888,0.000251302,0.0013757361],"genre_scores_gemma":[0.009899292,0.9860923,0.0030644394,0.0000646269,0.0002403302,0.0002682512,0.00010002141,0.00007150182,0.00019923026],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9827538,0.009854857,0.0044037583,0.0018364264,0.00055878237,0.0005923364],"domain_scores_gemma":[0.97667724,0.017545117,0.0024028716,0.0027988956,0.0003920118,0.00018387412],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.034212664,0.0007836486,0.012768357,0.0005343183,0.00018514918,0.000032611344,0.00043881568,0.0015766622,0.0005464627],"category_scores_gemma":[0.12184826,0.000562322,0.0022445498,0.00074909936,0.0009204077,0.00032209433,0.0002623593,0.0025573743,0.00007231146],"study_design_candidate":"design_other","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":[0.077424675,0.0013756469,0.00066066417,0.017334137,0.0020269712,0.000527723,0.0002528619,1.5378285e-7,0.000025601337,0.000096232674,0.000055981614,0.9002193],"study_design_scores_gemma":[0.14979726,0.00036565177,0.03237908,0.39073887,0.06867553,0.00032224169,0.0002145221,0.000035464473,0.00022891001,0.0120926965,0.34219217,0.0029575909],"about_ca_topic_score_codex":0.00071285956,"about_ca_topic_score_gemma":0.000068094174,"teacher_disagreement_score":0.89726174,"about_ca_system_score_codex":0.0008166538,"about_ca_system_score_gemma":0.0006834827,"threshold_uncertainty_score":0.99974376},"labels":[],"label_agreement":null},{"id":"W2047184048","doi":"10.1080/14647270701418922","title":"The use of pornographic materials by adolescent male cancer patients when banking sperm in the UK: Legal and ethical dilemmas","year":2007,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":21,"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":"Sperm bank; Context (archaeology); Quarter (Canadian coin); Fertility; Sperm; Medicine; Fertility preservation; Family medicine; Gynecology; Public relations; Psychology; Political science; Environmental health; History; Population","score_opus":0.07256805358924902,"score_gpt":0.336945905426265,"score_spread":0.264377851837016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047184048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99657315,0.000515039,0.0000042311804,0.0020853968,0.00008044797,0.00062484265,0.000016669102,0.000021577744,0.00007863825],"genre_scores_gemma":[0.9992042,0.000078717254,0.000028296403,0.0005885016,0.00003228743,0.000020696436,0.0000106663065,0.0000064462465,0.000030183162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869466,0.00011584588,0.0003983184,0.00025436605,0.00025902587,0.00027776236],"domain_scores_gemma":[0.99923056,0.00010713614,0.00010389196,0.00042525426,0.00009131177,0.000041832103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012908002,0.000104735715,0.00020950312,0.000051843865,0.00016455638,0.00002697896,0.000112572576,0.00014718305,0.00006215621],"category_scores_gemma":[0.00033510037,0.000056401677,0.000031899785,0.00010437617,0.0004372204,0.000036917663,0.000062936815,0.00044217898,4.816736e-7],"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":[0.0006516325,0.0001620916,0.989237,0.0001382781,0.000009660077,0.000004703716,0.00040994294,3.5271164e-8,0.004572544,0.0004619836,0.0014644987,0.0028875954],"study_design_scores_gemma":[0.0004566533,0.00012189043,0.98634666,0.000086160806,0.0000142668405,0.0000022841116,0.000091673224,4.788201e-7,0.008145515,0.00053404504,0.0041506514,0.000049690352],"about_ca_topic_score_codex":0.0011491505,"about_ca_topic_score_gemma":0.0007443797,"teacher_disagreement_score":0.003572971,"about_ca_system_score_codex":0.000042701486,"about_ca_system_score_gemma":0.000026726573,"threshold_uncertainty_score":0.22999938},"labels":[],"label_agreement":null},{"id":"W2130456678","doi":"10.1080/1464727012000199252","title":"Successful pregnancy outcomes after preimplantation genetic diagnosis (PGD) for carriers of chromosome translocations","year":2001,"lang":"en","type":"review","venue":"Human Fertility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Chromosomal translocation; Preimplantation genetic diagnosis; Robertsonian translocation; Miscarriage; Infertility; Pregnancy; Offspring; Recurrent miscarriage; In vitro fertilisation; Genetics; Biology; Medicine; Obstetrics; Chromosome; Karyotype; Gene","score_opus":0.07461367461585429,"score_gpt":0.3715930834541634,"score_spread":0.29697940883830914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130456678","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009431864,0.98519737,0.0006479972,0.000019276918,0.0001172117,0.002958403,0.0012770578,0.000081021004,0.00026978293],"genre_scores_gemma":[0.10970547,0.8852857,0.0007004008,0.000025543828,0.00006910402,0.0025707113,0.0013504049,0.000069521884,0.00022315087],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99784577,0.00010291626,0.0009439697,0.000501136,0.0002777665,0.0003284719],"domain_scores_gemma":[0.9980736,0.00055928907,0.00030674326,0.00070000364,0.00016346,0.0001969028],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011361533,0.0004034641,0.0016266324,0.00016158326,0.000102537175,0.000019179719,0.00020761843,0.00033455857,0.00025274913],"category_scores_gemma":[0.00034463458,0.00032814013,0.0007165301,0.00022947603,0.00013747992,0.00006972999,0.00003250462,0.00022770073,0.000009590264],"study_design_candidate":"design_other","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":[0.000071776165,0.00042191992,0.06312199,0.057574034,0.00039034494,0.000027517779,0.00023278651,0.0000012818448,4.1194548e-7,0.000020035492,0.00011285647,0.87802505],"study_design_scores_gemma":[0.0028158366,0.00081039354,0.7987758,0.085412264,0.013901487,0.000064804524,0.00005733376,0.000015779417,0.00006902282,0.00048275577,0.09651945,0.0010750825],"about_ca_topic_score_codex":0.00023482002,"about_ca_topic_score_gemma":0.00024270329,"teacher_disagreement_score":0.87694997,"about_ca_system_score_codex":0.00009616849,"about_ca_system_score_gemma":0.00020860626,"threshold_uncertainty_score":0.9999171},"labels":[],"label_agreement":null},{"id":"W2143333288","doi":"10.3109/14647273.2014.895427","title":"What's the message? A content analysis of newspaper articles about assisted reproductive technology from 2005 to 2011","year":2014,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; Douglas Mental Health University Institute; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Newspaper; Content analysis; Content (measure theory); Advertising; Computer science; Psychology; Sociology; Mathematics; Social science; Business","score_opus":0.09174873299206689,"score_gpt":0.33860445681828133,"score_spread":0.24685572382621446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143333288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724926,0.0021621347,0.00018825785,0.02360628,0.00012753333,0.00070781965,0.000010544812,0.00022593954,0.0004789321],"genre_scores_gemma":[0.99805856,0.000046824633,0.0004963781,0.00056475744,0.00006691166,0.00010217279,0.00001698919,0.000012979639,0.00063440175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774015,0.0001508385,0.00058562035,0.00085952674,0.0002882385,0.00037561214],"domain_scores_gemma":[0.9966369,0.00011466129,0.00021569862,0.0024972344,0.0004168202,0.0001186816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009972512,0.00018773566,0.0007343482,0.0004203596,0.00016813778,0.000026835465,0.0002846443,0.00016601365,0.0003791687],"category_scores_gemma":[0.0017492706,0.0001210556,0.00018869192,0.00088570936,0.0005687979,0.0001330782,0.0001628005,0.00031093077,0.000044378135],"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":[0.0019471707,0.0012882698,0.6162203,0.00010249639,0.0029429358,0.000009115668,0.0020008276,0.000015661823,0.20801465,0.0030645747,0.0029353583,0.16145867],"study_design_scores_gemma":[0.00042093586,0.00022033264,0.94627976,0.000039480103,0.0007564309,0.0000013184889,0.0017006845,0.000037465437,0.043792218,0.0036110273,0.0030386853,0.00010163404],"about_ca_topic_score_codex":0.0010412232,"about_ca_topic_score_gemma":0.0010443238,"teacher_disagreement_score":0.33005953,"about_ca_system_score_codex":0.000079078985,"about_ca_system_score_gemma":0.00004310571,"threshold_uncertainty_score":0.4936504},"labels":[],"label_agreement":null},{"id":"W2166354167","doi":"10.3109/14647273.2014.903002","title":"In vitro maturation and surrogacy in patients with vascular-type Ehlers–Danlos syndrome – A safe assisted reproductive technology approach","year":2014,"lang":"en","type":"article","venue":"Human Fertility","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"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 Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Ehlers–Danlos syndrome; Medicine; In vitro fertilisation; Intracytoplasmic sperm injection; Assisted reproductive technology; Live birth; Pregnancy; Surgery; Obstetrics; Infertility; Biology","score_opus":0.011479097410089043,"score_gpt":0.2556427571038521,"score_spread":0.24416365969376305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166354167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987681,0.000155799,0.00009432713,0.00007927983,0.000016634292,0.0005658032,0.0000035050002,0.000011574971,0.00030496693],"genre_scores_gemma":[0.9994534,0.0000024849621,0.00022989594,0.000016675373,0.000009205567,0.000050319097,0.00015953029,0.0000149091775,0.00006357157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985315,0.00020491128,0.00018129377,0.00068557373,0.00015110616,0.00024562108],"domain_scores_gemma":[0.99919015,0.000009717583,0.00004912263,0.00055013195,0.00016355858,0.000037300913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038712483,0.00014310154,0.00021030697,0.00016713931,0.00006174819,0.00001497175,0.00013149525,0.00015693902,0.0000105410245],"category_scores_gemma":[0.00035196415,0.00013431256,0.000022777263,0.00032672405,0.000177153,0.000012912182,0.000126653,0.00018917459,0.0000025907693],"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":[0.0049824747,0.0014203659,0.7380134,0.00015360981,0.000097672666,0.000006693014,0.00028332023,0.00001505023,0.24965478,0.00009124073,0.0000357414,0.0052456674],"study_design_scores_gemma":[0.0016159031,0.000350612,0.98734015,0.000009260866,0.000005548236,0.0000028255463,0.00007494026,0.000052348598,0.010016481,0.000257088,0.0001268607,0.00014797454],"about_ca_topic_score_codex":0.0000946925,"about_ca_topic_score_gemma":0.00022399804,"teacher_disagreement_score":0.24932678,"about_ca_system_score_codex":0.0000497961,"about_ca_system_score_gemma":0.000028291613,"threshold_uncertainty_score":0.5477107},"labels":[],"label_agreement":null},{"id":"W2299661520","doi":"10.3109/14647273.2016.1148826","title":"When helping hurts: the effect of surgical interventions on ovarian reserve","year":2016,"lang":"en","type":"review","venue":"Human Fertility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychological intervention; Ovarian reserve; Fertility; Medicine; Menopause; Fertility preservation; Gynecology; Psychology; Infertility; Nursing; Pregnancy; Internal medicine; Environmental health; Biology","score_opus":0.09936899297919978,"score_gpt":0.39542804506064894,"score_spread":0.29605905208144917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299661520","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028391424,0.96990585,0.000035997142,0.00050842366,0.0003782762,0.0018084302,0.000060536837,0.000093492425,0.026925074],"genre_scores_gemma":[0.0073662763,0.97818303,0.000015647913,0.0001066668,0.00047295308,0.00036188902,0.00036955616,0.00010964382,0.01301436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970709,0.0010148439,0.0008703204,0.0004524579,0.00033514915,0.00025631295],"domain_scores_gemma":[0.997682,0.00063703954,0.00032354027,0.0011613322,0.00006811205,0.00012798703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014758856,0.00034799482,0.0015106148,0.00016967738,0.00017289718,0.000024049012,0.00026235706,0.0002794075,0.004866371],"category_scores_gemma":[0.00039109006,0.00016853106,0.0018129474,0.00016173761,0.0002144212,0.000038541704,0.00011855555,0.00053177174,0.00035103635],"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":[0.0015123457,0.0006005347,0.00042940624,0.07302957,0.0011826106,0.00004570042,0.0001136955,6.170888e-8,0.0000016454909,0.00335885,0.020744942,0.8989806],"study_design_scores_gemma":[0.0015563193,0.0009014151,0.0008561545,0.034655135,0.00085919566,0.000013987817,0.000007973832,4.172053e-7,0.0000030842396,0.00020318694,0.96079314,0.00014999702],"about_ca_topic_score_codex":0.00005401127,"about_ca_topic_score_gemma":0.00002346861,"teacher_disagreement_score":0.9400482,"about_ca_system_score_codex":0.00013029527,"about_ca_system_score_gemma":0.00008734302,"threshold_uncertainty_score":0.9960433},"labels":[],"label_agreement":null},{"id":"W2998001713","doi":"10.1080/14647273.2019.1709667","title":"Infertility and perceived stress: the role of identity concern in treatment-seeking men and women","year":2020,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Health and Technologies","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":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Infertility; Fertility; Demography; Medicine; Clinical psychology; Identity (music); Psychology; Population; Pregnancy; Environmental health","score_opus":0.05383155165307647,"score_gpt":0.3261514102365781,"score_spread":0.27231985858350166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998001713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546605,0.0021294774,0.0000018920371,0.0007822247,0.0000060065963,0.0005133471,0.000010321595,0.000054371303,0.0010363176],"genre_scores_gemma":[0.9997106,0.00011980728,0.00001421045,0.00007986792,0.000017655651,0.000036715865,0.0000032075113,0.000005429582,0.000012471789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990189,0.000077367564,0.00025595393,0.00033750574,0.000115840165,0.00019441679],"domain_scores_gemma":[0.9994305,0.00004669597,0.00006523209,0.0003131678,0.000045327222,0.00009910002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023546476,0.000109841625,0.00031910086,0.000030768653,0.000091748465,0.000013205878,0.00006800948,0.000061772,0.00004063605],"category_scores_gemma":[0.00031369796,0.000072954055,0.000024216235,0.00010440741,0.00039246678,0.000111259746,0.00009713415,0.00014918955,9.522491e-7],"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":[0.00034750908,0.000097937525,0.97288424,0.00015826694,0.000021479744,0.0000025156542,0.008698839,1.2850376e-7,0.01109504,0.00012927114,0.0000015824398,0.00656318],"study_design_scores_gemma":[0.0008766927,0.0003816895,0.98483753,0.000022209168,0.000016930277,0.0000010162074,0.0064221546,0.000101922415,0.002941512,0.004275286,0.00007478059,0.000048255337],"about_ca_topic_score_codex":0.0008094007,"about_ca_topic_score_gemma":0.00018136253,"teacher_disagreement_score":0.011953301,"about_ca_system_score_codex":0.000096002404,"about_ca_system_score_gemma":0.00004013108,"threshold_uncertainty_score":0.29749802},"labels":[],"label_agreement":null},{"id":"W3106584911","doi":"10.1080/14647273.2020.1851399","title":"Hysteroscopy and female infertility: a fresh look to a busy corner","year":2020,"lang":"en","type":"review","venue":"Human Fertility","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Surgical Specialties (Canada)","funders":"","keywords":"Hysteroscopy; Medicine; Infertility; Adenomyosis; Endometritis; Endometriosis; Uterine cavity; Endometrial Polyp; Gynecology; Obstetrics; Female infertility; Endometrial hyperplasia; Uterus; Endometrium; Pregnancy; Biology; Internal medicine","score_opus":0.12502322523451698,"score_gpt":0.3940489298957842,"score_spread":0.26902570466126724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106584911","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07010226,0.9242505,0.000017882063,0.00007243105,0.000080871665,0.0026405235,0.00023950184,0.00015497468,0.00244106],"genre_scores_gemma":[0.47114,0.5202162,0.0005469685,0.0016979518,0.00015030794,0.0017682044,0.001322278,0.00015722483,0.0030008545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977394,0.00015922052,0.000641883,0.0008846572,0.00022129563,0.00035358482],"domain_scores_gemma":[0.99838555,0.00012200858,0.00013142244,0.0007017931,0.000079379126,0.00057986093],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014077938,0.0004943638,0.002150219,0.00010577991,0.00017914214,0.00006248787,0.0001382663,0.00031207997,0.0012359954],"category_scores_gemma":[0.0002325542,0.00034875033,0.00037586974,0.00024425946,0.00014020596,0.00004644118,0.00024515938,0.00043502898,0.00051457965],"study_design_candidate":"design_other","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":[0.00015037386,0.0021492855,0.03783158,0.04165423,0.0012600601,0.0008318541,0.00031342762,2.5209477e-8,0.00001286313,0.00021011816,0.0019125897,0.9136736],"study_design_scores_gemma":[0.0010678222,0.0012810051,0.2867128,0.0048391586,0.0022927732,0.000017574655,0.000033988854,9.3170814e-7,0.0000039783135,0.00038340458,0.7029144,0.00045217533],"about_ca_topic_score_codex":0.000046752757,"about_ca_topic_score_gemma":0.000078358666,"teacher_disagreement_score":0.9132214,"about_ca_system_score_codex":0.00021443686,"about_ca_system_score_gemma":0.00015227866,"threshold_uncertainty_score":0.99989647},"labels":[],"label_agreement":null},{"id":"W3166238429","doi":"10.1080/14647273.2021.1938245","title":"The psychological impact of the COVID-19 pandemic on fertility care: a qualitative systematic review","year":2021,"lang":"en","type":"review","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":19,"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; University of Toronto","funders":"","keywords":"PsycINFO; Fertility; CINAHL; Pandemic; Medicine; MEDLINE; Worry; Anxiety; Family medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Psychological intervention; Population; Disease; Environmental health","score_opus":0.37195066528661697,"score_gpt":0.5805591443987337,"score_spread":0.20860847911211672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166238429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025560802,0.9870152,0.0000022918857,0.00046363374,0.00013736465,0.0091189835,0.00010204403,0.00015991493,0.00044451735],"genre_scores_gemma":[0.025523856,0.97252035,0.0000060039824,0.0005665559,0.000030737818,0.0011200561,0.00006730885,0.00003045683,0.00013466904],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9895345,0.0059277047,0.0022198153,0.0011137358,0.00069856417,0.0005056737],"domain_scores_gemma":[0.9909066,0.002184954,0.0014115848,0.004770477,0.00046361488,0.00026280037],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0052522025,0.0006367384,0.005100766,0.000073666844,0.0005225008,0.000023269129,0.0008778236,0.0005012966,0.000104860854],"category_scores_gemma":[0.031118771,0.0002435373,0.0025477984,0.00076350913,0.0010267065,0.000025580064,0.0002528577,0.0016429101,0.000024121546],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009879132,0.0002386684,0.0002547264,0.9794459,0.00036446398,0.000007484238,0.0004938455,1.8379906e-8,2.834047e-7,0.00022469283,0.0009053322,0.01796581],"study_design_scores_gemma":[0.0007615547,0.0016763569,0.016467823,0.882372,0.0067804623,0.00023406667,0.0013558886,1.8086888e-7,0.0000012346809,0.0021076524,0.087595865,0.0006468881],"about_ca_topic_score_codex":0.00010433117,"about_ca_topic_score_gemma":0.000036236488,"teacher_disagreement_score":0.09707385,"about_ca_system_score_codex":0.0018130054,"about_ca_system_score_gemma":0.0013075992,"threshold_uncertainty_score":0.99311626},"labels":[],"label_agreement":null},{"id":"W3193874911","doi":"10.1080/14647273.2021.1964102","title":"Maternal hypothyroidism and its effect on placental histopathology in singleton live births resulting from <i>in vitro</i> fertilization treatment","year":2021,"lang":"en","type":"article","venue":"Human Fertility","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Obstetrics; Gestational diabetes; Pregnancy; In vitro fertilisation; Singleton; Live birth; Chorioamnionitis; Advanced maternal age; Incidence (geometry); Gynecology; Gestational age; Fetus; Gestation; Biology","score_opus":0.029486516041854566,"score_gpt":0.27955246035050446,"score_spread":0.2500659443086499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193874911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927132,0.005248816,0.0000017233981,0.00013573837,0.00009965677,0.00036564004,0.000032505675,0.000042358763,0.0013603653],"genre_scores_gemma":[0.9993817,0.00008470018,0.000040439663,0.0001368839,0.000036828318,0.00004161861,0.000092904134,0.000014275843,0.00017061904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998493,0.0003249678,0.00031534248,0.00049170805,0.00012782145,0.00024717278],"domain_scores_gemma":[0.9994381,0.00019385586,0.000060860642,0.00022291153,0.000023653673,0.000060616494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018122069,0.0002012051,0.00043589313,0.000073585565,0.0001031813,0.000013060519,0.00003666935,0.00010777736,0.00003345755],"category_scores_gemma":[0.0001645578,0.00017557731,0.0000566002,0.00008106824,0.000051549607,0.000054317297,0.00005801439,0.00017698063,0.000013431025],"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":[0.005616195,0.0005582598,0.5451379,0.00011238899,0.000024839437,0.0008571095,0.0038639754,0.0000038473736,0.439155,0.000017015955,0.000007522713,0.0046459436],"study_design_scores_gemma":[0.0037081207,0.000410245,0.77775174,0.00028584118,0.00003108649,0.000012737043,0.00008284025,0.00012345283,0.21734057,0.00013201653,0.000025541009,0.0000958108],"about_ca_topic_score_codex":0.00040141863,"about_ca_topic_score_gemma":0.00094338524,"teacher_disagreement_score":0.23261383,"about_ca_system_score_codex":0.00036754797,"about_ca_system_score_gemma":0.00002851394,"threshold_uncertainty_score":0.71598345},"labels":[],"label_agreement":null},{"id":"W3204963833","doi":"10.1080/14647273.2021.1981551","title":"Prevalence of subtle distal Fallopian tube abnormalities and their association with endometriosis in infertility patients: a prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Human Fertility","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fallopian tube; Medicine; Ostium; Endometriosis; Infertility; Prospective cohort study; Gynecology; Population; Laparoscopy; Surgery; Pregnancy","score_opus":0.014619664225170585,"score_gpt":0.2769090766280874,"score_spread":0.2622894124029168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204963833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963714,0.00037906563,0.000004378211,0.000032974436,0.000011588698,0.0019378539,0.00009958378,0.00002276062,0.0011404027],"genre_scores_gemma":[0.9992547,0.000053263713,0.00002112527,0.000011112317,0.000006385274,0.0002368144,0.000041576528,0.0000100537445,0.00036495918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979812,0.00030972768,0.0003991235,0.0004374481,0.0005850645,0.0002874172],"domain_scores_gemma":[0.99806696,0.000709795,0.000113712864,0.00037866444,0.0006062759,0.00012458928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007413523,0.00017432506,0.000499369,0.00018183759,0.00008524553,0.000027202394,0.000058632584,0.000056017645,0.00013416926],"category_scores_gemma":[0.0037241413,0.00012345283,0.00006697034,0.0006069762,0.00010547188,0.00016079252,0.00009634506,0.00021183738,0.0000011497241],"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":[0.00071481906,0.004909124,0.99165314,0.00038684407,0.00029663445,0.000015338179,0.0015980016,1.8312363e-7,0.00013707826,0.000011489213,0.0000031314034,0.00027419813],"study_design_scores_gemma":[0.005165553,0.001628327,0.9847461,0.00008195247,0.00008187421,0.0000011480944,0.0007549136,0.0000038429926,0.00736769,0.00007036719,0.0000072494263,0.00009097015],"about_ca_topic_score_codex":0.0007241007,"about_ca_topic_score_gemma":0.0022984454,"teacher_disagreement_score":0.007230612,"about_ca_system_score_codex":0.00063673,"about_ca_system_score_gemma":0.0001206873,"threshold_uncertainty_score":0.503426},"labels":[],"label_agreement":null},{"id":"W4200020429","doi":"10.1080/14647273.2021.2017025","title":"Inequalities in assisted reproduction technology utilisation between the G20 countries","year":2021,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micropharma (Canada)","funders":"","keywords":"Inequality; Per capita; Gross domestic product; Reproduction; Assisted reproductive technology; Economics; Socioeconomic status; Index (typography); Product (mathematics); Economic growth; Development economics; Demographic economics; Sociology; Demography; Population; Biology","score_opus":0.11256064425550001,"score_gpt":0.36327018101321273,"score_spread":0.25070953675771274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200020429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97272986,0.001330798,0.00003055129,0.023671735,0.000109427085,0.000383916,0.000004612537,0.0003284385,0.0014106303],"genre_scores_gemma":[0.99901223,0.000028440158,0.00010390115,0.0001438311,0.00011946462,0.00006630592,0.000049015936,0.0000095597,0.0004672716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841195,0.00013517032,0.00044213457,0.0005489117,0.00020847122,0.00025338828],"domain_scores_gemma":[0.9983368,0.000087081964,0.000102624006,0.0011500231,0.00029300773,0.000030442423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009015718,0.00012036443,0.00030851015,0.00017193223,0.00021122364,0.0000184317,0.00009554452,0.00018722001,0.00006002602],"category_scores_gemma":[0.0026330412,0.00008944896,0.00004486465,0.0006212448,0.00044666606,0.000090583504,0.000081330276,0.00042893065,0.000015747846],"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":[0.0000945732,0.00009556815,0.9837016,0.00018989756,0.000016517803,0.000012607641,0.00030415505,2.2393311e-7,0.0016378155,0.005783432,0.00017965319,0.007983985],"study_design_scores_gemma":[0.00036095985,0.000079014106,0.93238986,0.000040698123,0.000022719772,0.000018209148,0.0013856292,0.0000014318957,0.039565463,0.021667898,0.0043992596,0.00006887335],"about_ca_topic_score_codex":0.00010148121,"about_ca_topic_score_gemma":0.00015367665,"teacher_disagreement_score":0.051311724,"about_ca_system_score_codex":0.00017001966,"about_ca_system_score_gemma":0.00015883372,"threshold_uncertainty_score":0.36476225},"labels":[],"label_agreement":null},{"id":"W4220876930","doi":"10.1080/14647273.2022.2051614","title":"Chromosomal polymorphisms in assisted reproduction: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":4,"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":"Miscarriage; Meta-analysis; Medicine; Cohort study; Obstetrics; Gynecology; Live birth; Pregnancy; Relative risk; CINAHL; Cohort; Internal medicine; Biology; Genetics; Confidence interval; Psychological intervention","score_opus":0.29559819275506594,"score_gpt":0.4259618295888881,"score_spread":0.13036363683382218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220876930","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024159519,0.99213314,8.186504e-7,0.0006307451,0.00003813522,0.0064336923,0.000035606234,0.00020544307,0.000498284],"genre_scores_gemma":[0.00036837425,0.99402183,0.000050700975,0.00019662057,0.000027040736,0.0036204003,0.00020963573,0.000037010675,0.0014683759],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99418133,0.0010988655,0.0021156596,0.0017747051,0.00046486614,0.00036457772],"domain_scores_gemma":[0.9952407,0.0001284507,0.00092441007,0.0034883248,0.000085369145,0.00013273986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028998076,0.00056380953,0.0132640125,0.0007199303,0.00019735676,0.000021663052,0.0002688073,0.00024492966,0.0021711367],"category_scores_gemma":[0.0018550815,0.000376022,0.0023843062,0.0023765906,0.00019232344,0.000065335356,0.00024711626,0.0010112096,0.000016645958],"study_design_candidate":"systematic_review","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":[0.0000071963123,0.0001941407,0.000016954966,0.9548035,0.041008294,0.00006114865,0.0000127160065,8.672869e-9,7.840079e-8,0.000038294398,0.00007332781,0.0037843394],"study_design_scores_gemma":[0.000100711666,0.00011412526,0.0013043461,0.013617558,0.9177367,0.0002811585,0.000010696726,1.2415128e-7,3.287333e-7,0.00005676022,0.0664964,0.00028110328],"about_ca_topic_score_codex":0.00008838224,"about_ca_topic_score_gemma":0.000035361587,"teacher_disagreement_score":0.94118595,"about_ca_system_score_codex":0.00040948825,"about_ca_system_score_gemma":0.00020634955,"threshold_uncertainty_score":0.99986917},"labels":[],"label_agreement":null},{"id":"W4309361290","doi":"10.1080/14647273.2022.2145916","title":"Estimation of follicular growth—widely used, seldom studied","year":2022,"lang":"en","type":"article","venue":"Human Fertility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Follicular phase; Intrauterine insemination; Ovulation; Pregnancy; Medicine; Ultrasound; Insemination; Pregnancy rate; Gynecology; Obstetrics; Andrology; Sperm; Biology; Internal medicine; Hormone; Radiology","score_opus":0.03693120300708908,"score_gpt":0.29312267812304227,"score_spread":0.2561914751159532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309361290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109584,0.00009670537,0.0008142787,0.0005872662,0.000116504554,0.00034156532,0.000008084871,0.00008327997,0.006856476],"genre_scores_gemma":[0.99870646,7.0615374e-7,0.00016894855,0.00039441738,0.000012792507,0.0000389565,0.000056682107,0.000010298843,0.0006107352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897593,0.00008587908,0.0002760896,0.00020621099,0.00033231155,0.00012355686],"domain_scores_gemma":[0.9994688,0.000027084407,0.000079377576,0.00029156296,0.0000708962,0.000062267216],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034057008,0.00008872676,0.00022031776,0.0000744382,0.00022214373,0.000005221412,0.00006191942,0.00002808462,0.0022001348],"category_scores_gemma":[0.00012557197,0.00008732663,0.0001101531,0.00019819556,0.000052959906,0.000044662356,0.000069964786,0.00014411296,0.000018764156],"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":[0.009461524,0.011080128,0.8116783,0.0017784816,0.0014544684,0.00012885427,0.012436532,0.003675653,0.032672454,0.038616087,0.06036892,0.016648624],"study_design_scores_gemma":[0.004482144,0.00059831917,0.9816469,0.000012738236,0.0001736545,0.000007033559,0.0011005771,0.0027095627,0.0015996173,0.004881969,0.0026295907,0.0001579025],"about_ca_topic_score_codex":0.00011339555,"about_ca_topic_score_gemma":0.000014129744,"teacher_disagreement_score":0.16996862,"about_ca_system_score_codex":0.0000772385,"about_ca_system_score_gemma":0.00004844469,"threshold_uncertainty_score":0.998712},"labels":[],"label_agreement":null},{"id":"W4362460253","doi":"10.1080/14647273.2023.2193907","title":"DuoStim protocol- a novel fertility preservation strategy for female oncology patients","year":2023,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Fertility preservation; Medicine; Ovarian hyperstimulation syndrome; Gynecology; Fertility; Oocyte cryopreservation; Ovarian tissue cryopreservation; Medical record; Oncofertility; Retrospective cohort study; Oncology; Assisted reproductive technology; Internal medicine; Pregnancy; In vitro fertilisation; Infertility; Population; Biology","score_opus":0.18677952077686633,"score_gpt":0.42258779569741206,"score_spread":0.23580827492054574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362460253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363962,0.000005353856,0.0003354347,0.0003531142,0.00012177187,0.05929301,0.00009451586,0.00035194276,0.0030486868],"genre_scores_gemma":[0.94670635,2.0811265e-7,0.00018598035,0.00015887164,0.000116763724,0.050715026,0.00056791946,0.000025317291,0.0015235514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972809,0.00017362225,0.00070480193,0.001024899,0.0002613437,0.00055441336],"domain_scores_gemma":[0.9977344,0.00016155836,0.000188409,0.0010014671,0.00072551216,0.00018862732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014524272,0.00027583932,0.0005538605,0.00010860515,0.00037495233,0.000018470866,0.00020177898,0.00036021072,0.00024630068],"category_scores_gemma":[0.0014529431,0.00023298306,0.0002126105,0.00034881747,0.00033374262,0.00023107941,0.00013504185,0.00032100867,0.00008242368],"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":[0.043096274,0.0052434905,0.9118172,0.0012405866,0.00016232196,0.0000052708015,0.0005778492,0.000018281642,0.02423753,0.00024504663,0.0026401572,0.010716022],"study_design_scores_gemma":[0.0042996504,0.001889686,0.9774858,0.00002497039,0.000049607475,8.3210324e-7,0.00005274835,0.00047581174,0.0035603698,0.0027130435,0.009266565,0.00018095771],"about_ca_topic_score_codex":0.00007608334,"about_ca_topic_score_gemma":0.000077023586,"teacher_disagreement_score":0.06566859,"about_ca_system_score_codex":0.00026557985,"about_ca_system_score_gemma":0.00022925915,"threshold_uncertainty_score":0.9500773},"labels":[],"label_agreement":null},{"id":"W4385295893","doi":"10.1080/14647273.2023.2238898","title":"Non-identified and directed embryo donation: a questionnaire study on donor and recipient perspectives","year":2023,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":3,"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 Toronto; McMaster University; University of Waterloo; Carleton University; CReATe Fertility Centre","funders":"","keywords":"Donation; Embryo donation; Feeling; Family medicine; Medicine; Test (biology); Psychology; Descriptive statistics; Social psychology","score_opus":0.04841032137288845,"score_gpt":0.3526535603328767,"score_spread":0.3042432389599883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385295893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953296,0.00034141418,0.00000228331,0.001831007,0.0000914204,0.0010022226,0.0000024187452,0.0006632438,0.00073639705],"genre_scores_gemma":[0.998912,0.000037194728,0.000016934044,0.00003290465,0.00005108167,0.0001068663,0.000007144643,0.000009883095,0.00082601287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880457,0.000056526627,0.0001965852,0.0005786134,0.00018782094,0.00017589389],"domain_scores_gemma":[0.9992618,0.000033768436,0.00004782817,0.00041481518,0.00015571671,0.00008607065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045332438,0.0001227437,0.00022591805,0.00018813461,0.0002834601,0.000027391585,0.000041641986,0.00006275707,0.000014486438],"category_scores_gemma":[0.00056564296,0.00010046417,0.000023847986,0.000292698,0.0001813003,0.000060833274,0.00007256873,0.00019093623,0.000015207645],"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":[0.00096834707,0.0010685518,0.9735499,0.000253699,0.000082070335,0.00005070044,0.010613942,2.9094434e-7,0.003075836,0.00063001574,0.001018246,0.008688404],"study_design_scores_gemma":[0.00094488094,0.00067279796,0.99155587,0.00006630305,0.000026598402,0.0000039605047,0.0048574004,0.000028019262,0.0004288415,0.0012804952,0.000055086144,0.00007973115],"about_ca_topic_score_codex":0.0001170364,"about_ca_topic_score_gemma":0.000084535466,"teacher_disagreement_score":0.01800599,"about_ca_system_score_codex":0.00008081142,"about_ca_system_score_gemma":0.000026836147,"threshold_uncertainty_score":0.409681},"labels":[],"label_agreement":null},{"id":"W4415380512","doi":"10.1080/14647273.2025.2571093","title":"Using online platforms to offer or seek sperm donation: A systematised narrative review of donor and recipient experiences","year":2025,"lang":"en","type":"review","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"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 Laval; Université du Québec en Outaouais","funders":"","keywords":"Sperm donation; Egg donation; Negotiation; Donation; Narrative; Altruism (biology); Narrative review; Fertility; Sperm bank","score_opus":0.25092184453574357,"score_gpt":0.486553713329674,"score_spread":0.23563186879393044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415380512","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020967161,0.9729209,0.000021485406,0.00013178942,0.00016453785,0.0054046814,0.00005222133,0.00007547958,0.0002617287],"genre_scores_gemma":[0.0010369924,0.99630576,0.0013845665,0.00018400866,0.000054257336,0.00053652364,0.000077130746,0.000015778924,0.00040497788],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9970616,0.00011409376,0.0014620875,0.00076170516,0.0003513572,0.0002491689],"domain_scores_gemma":[0.99786246,0.00015058464,0.0005635865,0.0009010058,0.0003877746,0.00013457662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007549984,0.000385743,0.0030211003,0.0002824795,0.00015143015,0.000011976597,0.00019067271,0.00022226469,0.00015502708],"category_scores_gemma":[0.0020239123,0.00022122188,0.00022536164,0.00066986156,0.00020850093,0.000076337616,0.0001707353,0.0003196851,0.0000022217303],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013251643,0.00017079769,0.000037931975,0.86122775,0.00010589199,0.000011117712,0.0019524985,1.8694987e-8,0.0000018618804,0.000104955616,0.00029800413,0.13595667],"study_design_scores_gemma":[0.0004663138,0.0006810707,0.0011687498,0.9087252,0.0009349468,0.00008558979,0.0036915832,0.0000033569909,0.000023278084,0.00013280123,0.083704725,0.00038235923],"about_ca_topic_score_codex":0.00003022646,"about_ca_topic_score_gemma":0.000024969553,"teacher_disagreement_score":0.13557431,"about_ca_system_score_codex":0.00029293014,"about_ca_system_score_gemma":0.000662039,"threshold_uncertainty_score":0.90211666},"labels":[],"label_agreement":null},{"id":"W4416292984","doi":"10.1080/14647273.2025.2584673","title":"Ctrl + Alt + Conceive: fertility awareness in the age of Artificial Intelligence, how do large language models compare?","year":2025,"lang":"en","type":"article","venue":"Human Fertility","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Fertility; Reproductive health; Reproductive technology; Quality (philosophy); Menstrual cycle; Information and Communications Technology; Total fertility rate; Perplexity","score_opus":0.2092349228133938,"score_gpt":0.45604820093434145,"score_spread":0.24681327812094767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416292984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881865,0.0005022001,0.0054524327,0.0017032711,0.00023889066,0.0008993816,0.00002806285,0.000050487644,0.0029387975],"genre_scores_gemma":[0.9988362,0.000011367235,0.00006166119,0.00064596976,0.0000720609,0.00007829148,0.000103724364,0.000010426602,0.00018029411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975247,0.00037220132,0.0008332466,0.00046223344,0.00036391107,0.00044369965],"domain_scores_gemma":[0.99841243,0.0003029142,0.00013057895,0.00078802404,0.0002871005,0.0000789644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015604042,0.0002108345,0.0005165768,0.00018957254,0.0002502255,0.000054880544,0.00035781699,0.000148497,0.00018428855],"category_scores_gemma":[0.00034161092,0.00016362219,0.00014966287,0.0006469333,0.00032631043,0.00014465232,0.00006723254,0.00046849137,0.0000130804465],"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":[0.0035614932,0.008005264,0.6935499,0.002779339,0.00015360373,0.000121198835,0.10942119,0.00029045343,0.00928609,0.07941671,0.0018451408,0.09156966],"study_design_scores_gemma":[0.00012065419,0.00016229083,0.83153677,0.00038592567,0.00008769443,0.0000020752298,0.038980193,0.0074360357,0.03059593,0.09000924,0.00043281002,0.00025036113],"about_ca_topic_score_codex":0.0027421196,"about_ca_topic_score_gemma":0.004902537,"teacher_disagreement_score":0.13798693,"about_ca_system_score_codex":0.0001620634,"about_ca_system_score_gemma":0.00031463508,"threshold_uncertainty_score":0.6672319},"labels":[],"label_agreement":null},{"id":"W4416952194","doi":"10.1080/14647273.2025.2585670","title":"From clicks to creating kin: how Australian online egg donors craft relationships with recipients and donor-conceived children","year":2025,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":3,"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 Alberta","funders":"","keywords":"Donation; Kinship; Thematic analysis; Empathy; Craft; Egg donation; Psychosocial; Sperm donation","score_opus":0.055347797253185366,"score_gpt":0.33741398903905784,"score_spread":0.28206619178587244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416952194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98588663,0.00011228455,0.000056631245,0.011729145,0.00006664847,0.0009113307,0.00004830619,0.00024315737,0.0009458778],"genre_scores_gemma":[0.99329525,0.000007942708,0.0027556033,0.00028078235,0.00009565859,0.00004190816,0.00015585701,0.000012655882,0.0033543129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843246,0.000090118025,0.00029522149,0.00071696285,0.00015879751,0.00030642434],"domain_scores_gemma":[0.99875975,0.0000804382,0.00009202,0.0007546343,0.00013700467,0.00017614412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027538848,0.000196942,0.00036486628,0.00015734826,0.00038486414,0.000042385556,0.00012036008,0.0001602997,0.000035775614],"category_scores_gemma":[0.0008366567,0.00015714885,0.00003938223,0.00031105362,0.00021885584,0.000102192695,0.00009069619,0.0005377749,0.000007715193],"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":[0.00044281117,0.00013169624,0.99486685,0.000038804144,0.000059510305,0.0000032735952,0.00034111552,9.3321444e-7,0.0005680195,0.00006442511,0.0008622718,0.0026203182],"study_design_scores_gemma":[0.0010475211,0.00023666801,0.9940321,0.00024680467,0.00007801567,0.0000024209023,0.00052028114,0.0000049108467,0.0015157906,0.0013416864,0.00084675767,0.00012708196],"about_ca_topic_score_codex":0.001550632,"about_ca_topic_score_gemma":0.0008563984,"teacher_disagreement_score":0.011448363,"about_ca_system_score_codex":0.00012204228,"about_ca_system_score_gemma":0.00007229756,"threshold_uncertainty_score":0.64083445},"labels":[],"label_agreement":null}]}