{"meta":{"query_hash":"f7b7cb7e4955","filters":{"venue":"Minerva Obstetrics and Gynecology"},"cohort_total":27,"direct_labels_cover":10,"predictions_cover":27,"exported":27,"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/f7b7cb7e4955","api":"https://metacan.xera.ac/api/v1/cohort?venue=Minerva+Obstetrics+and+Gynecology"},"results":[{"id":"W2411475150","doi":"10.23736/s0026-4784.16.03938-1","title":"Longer ovarian stimulation reduces embryo number and clinical pregnancy rate in long GnRH agonist cycles","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian function and disorders","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":"Pacific Centre for Reproductive Medicine; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Embryo transfer; In vitro fertilisation; Pregnancy; Agonist; Stimulation; Embryo cryopreservation; Pregnancy rate; Medicine; Andrology; Cryopreservation; Gonadotropin-releasing hormone; Gynecology; Biology; Internal medicine; Endocrinology; Embryo; Hormone; Luteinizing hormone; Receptor","score_opus":0.03688644261436965,"score_gpt":0.3361197109587711,"score_spread":0.29923326834440145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411475150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99851424,0.0009128089,0.00012288446,0.00003449739,0.000004663694,0.0000114407,0.00006913306,0.0000025032139,0.0003277772],"genre_scores_gemma":[0.99953437,0.00019928277,0.00008973551,0.000018900031,0.000008201984,0.000007801752,0.00007309569,0.0000018525343,0.00006678142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952364,0.00016987264,0.00005954668,0.00006633264,0.00013908993,0.00004157294],"domain_scores_gemma":[0.99658704,0.0012642926,0.001689831,0.00013589444,0.00013728275,0.00018560987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077518227,0.00011480193,0.00018344281,0.00032106994,0.00016526625,0.00034184993,0.0001782594,0.00020833412,0.0014511773],"category_scores_gemma":[0.0051785093,0.00009122054,0.00026093892,0.00031675564,0.00019139936,0.00016550516,0.00021798773,0.00019888347,0.00008554205],"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":[0.0006071673,0.000035657562,0.9911089,0.00003627042,0.000055361557,0.00023147289,0.000042900294,0.000109101835,0.0012530175,0.000027758515,0.00006192637,0.0064304345],"study_design_scores_gemma":[0.000021527601,0.00044213497,0.99703974,0.000020766665,0.000054978686,0.0013095492,0.000063225736,0.00022382636,0.00037127573,0.00005677234,0.0003931843,0.0000029951846],"about_ca_topic_score_codex":0.0006501609,"about_ca_topic_score_gemma":0.00078563974,"teacher_disagreement_score":0.0014511773,"about_ca_system_score_codex":0.00024393632,"about_ca_system_score_gemma":0.00043994503,"threshold_uncertainty_score":0.0048546195},"labels":[],"label_agreement":null},{"id":"W2472668961","doi":"10.23736/s0026-4784.16.03956-3","title":"A primer on pituitary injury for the obstetrician gynecologist: Simmond's disease, Sheehan's Syndrome, traumatic injury, Dahan's Syndrome, pituitary apoplexy and lymphocytic hypophysitis","year":2017,"lang":"en","type":"review","venue":"Minerva Obstetrics and Gynecology","topic":"Pituitary Gland Disorders and Treatments","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":"McGill University; Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Hypopituitarism; Pituitary apoplexy; Hypophysitis; Internal medicine; Pituitary gland; Endocrinology; Pituitary adenoma; Hormone; Adenoma","score_opus":0.07039561333412413,"score_gpt":0.34044624797707657,"score_spread":0.2700506346429524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472668961","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013712513,0.98436457,0.00021362554,0.0047438447,0.0054128347,0.000016966178,0.000078925754,0.000028239625,0.0050038155],"genre_scores_gemma":[0.0010377924,0.97772175,0.0005734856,0.006820964,0.0065895678,0.000032883454,0.00021758788,0.000011238271,0.0069946814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997905,0.000040999155,0.00003891782,0.00003367254,0.000071625625,0.000024273042],"domain_scores_gemma":[0.99934655,0.00032254987,0.00010171585,0.000015956897,0.00013160173,0.00008151295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039169716,0.0011057509,0.0009901583,0.0040958133,0.0005325302,0.0012346508,0.0008555109,0.0018389804,0.015635472],"category_scores_gemma":[0.0013701094,0.00030713045,0.0006312783,0.0030873765,0.0006142397,0.002695429,0.0010849956,0.0030659253,0.0067650015],"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":[0.000067312845,0.000086591295,0.00039958543,0.010913346,0.00004287619,0.001377343,0.00028631595,0.00019113516,0.0010701193,0.0045802253,0.47890502,0.50208014],"study_design_scores_gemma":[0.000007797551,0.000034222758,0.00054667715,0.00511564,0.000020664953,0.005234512,0.00012240351,0.000026979773,0.000052810232,0.0014620012,0.98736507,0.000011266359],"about_ca_topic_score_codex":0.0012979432,"about_ca_topic_score_gemma":0.0029475414,"teacher_disagreement_score":0.015635472,"about_ca_system_score_codex":0.0006522708,"about_ca_system_score_gemma":0.0012301374,"threshold_uncertainty_score":0.052305818},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2474749764","doi":"10.23736/s0026-4784.16.03892-2","title":"Pregnancy rates unaffected by sperm count in intrauterine insemination: a retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian function and disorders","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":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Pregnancy; Medicine; Gynecology; Intrauterine insemination; Obstetrics; Pregnancy rate; Infertility; Retrospective cohort study; Artificial insemination; Fertility; Semen; Insemination; Ovulation; Sperm; Population; Andrology; Biology; Internal medicine","score_opus":0.012748834613191472,"score_gpt":0.27758961591400505,"score_spread":0.26484078130081357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474749764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99927443,0.00022330754,0.000085489744,0.000009906787,0.000002727541,0.000009303122,0.000194623,0.0000018938438,0.00019835205],"genre_scores_gemma":[0.999574,0.000110432535,0.000050045295,0.000009254685,0.0000036729627,0.000008689463,0.00019259335,0.0000014512871,0.00004986155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937624,0.0001655344,0.00006611384,0.00018297283,0.00012558843,0.00008359916],"domain_scores_gemma":[0.9986528,0.00027877593,0.00062167295,0.0001960798,0.00008877889,0.00016181404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009175875,0.00023703673,0.0003797015,0.00079738506,0.00045156648,0.0004775169,0.00034216227,0.00032033463,0.0012298023],"category_scores_gemma":[0.0023786114,0.00032466793,0.00038653883,0.0009611392,0.00032019417,0.0003917108,0.000324026,0.00039462355,0.00019600482],"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":[0.00011249291,0.000013200729,0.9989178,0.000004622438,0.000032423828,0.000108393535,0.00005439963,0.00001209475,0.000112746275,0.00001203298,0.00002289016,0.00059683603],"study_design_scores_gemma":[0.0000060801085,0.00021420982,0.99818075,0.0000054134725,0.00005542629,0.0010558701,0.00015098834,0.00007855391,0.00006789242,0.00001855865,0.00016239382,0.0000039158317],"about_ca_topic_score_codex":0.0018399154,"about_ca_topic_score_gemma":0.0015971442,"teacher_disagreement_score":0.0018399154,"about_ca_system_score_codex":0.0001938668,"about_ca_system_score_gemma":0.00027877922,"threshold_uncertainty_score":0.004852712},"labels":[],"label_agreement":null},{"id":"W2574564667","doi":"10.23736/s0026-4784.16.04002-8","title":"The impact of semen processing on sperm parameters and pregnancy rates after intrauterine insemination","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Sperm and Testicular Function","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":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Sperm; Semen; Intrauterine insemination; Andrology; Pregnancy; Pregnancy rate; Insemination; Semen analysis; Artificial insemination; Sperm washing; Medicine; Gynecology; Biology; Infertility","score_opus":0.021835477232851678,"score_gpt":0.30359902450331155,"score_spread":0.2817635472704599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574564667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625957,0.00285392,0.00018481279,0.00002596901,0.000009533932,0.00001372508,0.00016633145,0.000005354788,0.00048077325],"genre_scores_gemma":[0.9987459,0.0006612443,0.00017678819,0.000024309269,0.000015431178,0.0000068185454,0.00020243946,0.0000041209714,0.00016285964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864715,0.0004638193,0.0001608052,0.00022938287,0.00038686275,0.00011197303],"domain_scores_gemma":[0.9964037,0.0015350606,0.0013839109,0.000237152,0.0003010207,0.000139242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016099947,0.00025878393,0.00032055366,0.000650068,0.0002567111,0.0005902622,0.00030455552,0.00028913165,0.0011012071],"category_scores_gemma":[0.0050763655,0.00017498643,0.00035966528,0.0007051559,0.0003624869,0.00026550482,0.00018801782,0.00034049505,0.0002414431],"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":[0.0007664799,0.000063141066,0.9859351,0.00006792393,0.00009676667,0.00029399822,0.000077451376,0.00008486169,0.0013000832,0.000018985906,0.00005850458,0.011236714],"study_design_scores_gemma":[0.0000053316335,0.0009402649,0.99519604,0.000019337644,0.000100801066,0.0017253691,0.00008480582,0.00011601213,0.0013098113,0.000013427572,0.0004836788,0.0000051348],"about_ca_topic_score_codex":0.00075941073,"about_ca_topic_score_gemma":0.00065224495,"teacher_disagreement_score":0.0016099947,"about_ca_system_score_codex":0.0002656423,"about_ca_system_score_gemma":0.0002685179,"threshold_uncertainty_score":0.008514583},"labels":[],"label_agreement":null},{"id":"W2580346584","doi":"10.23736/s0026-4784.16.03961-7","title":"The fertilization potential of oocytes may be compromised in women with polycystic ovary syndrome","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Polycystic ovary; Human fertilization; Ovary; Oocyte; Andrology; Biology; Medicine; Gynecology; Internal medicine; Endocrinology; Genetics; Diabetes mellitus; Insulin resistance; Embryo","score_opus":0.015636519023116094,"score_gpt":0.24294716281615322,"score_spread":0.22731064379303711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580346584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99168116,0.0049095214,0.00018128089,0.00048079895,0.000053003158,0.000010591728,0.0001349243,0.000016207377,0.0025326142],"genre_scores_gemma":[0.9986609,0.0008416427,0.0001139967,0.00008011282,0.000028345838,0.000003859155,0.00005297124,0.0000037827622,0.00021428775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99965584,0.00010541987,0.00004125696,0.000053115218,0.00008349106,0.000060823295],"domain_scores_gemma":[0.99880016,0.0005435768,0.00046653103,0.00004093168,0.000064822554,0.000084067775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000359582,0.00035557162,0.00040924724,0.0011900092,0.00049850426,0.0007235893,0.00036279942,0.0009176544,0.002406691],"category_scores_gemma":[0.004925043,0.00021185163,0.0003384668,0.00095822517,0.0007207017,0.00038671852,0.0005145594,0.00057651475,0.00021155388],"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":[0.0012510567,0.00006435885,0.92243993,0.00018713596,0.00012200395,0.04419785,0.0004664395,0.00026547155,0.010134377,0.0006409795,0.00058178185,0.019648543],"study_design_scores_gemma":[0.000058194433,0.0005602322,0.8712774,0.00010662475,0.00022756876,0.11969017,0.0010858619,0.0006188273,0.0027920038,0.0017308762,0.0018304077,0.000021763635],"about_ca_topic_score_codex":0.0016483127,"about_ca_topic_score_gemma":0.0013227938,"teacher_disagreement_score":0.002406691,"about_ca_system_score_codex":0.0002985579,"about_ca_system_score_gemma":0.0003360699,"threshold_uncertainty_score":0.008051157},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2580722794","doi":"10.23736/s0026-4784.16.03941-1","title":"Midwifery-led care for normal childbirth pathway in Lombardy Region","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Childbirth; Nursing; Obstetrics; Medicine; Pregnancy; Biology","score_opus":0.046070287133653465,"score_gpt":0.3645024136523552,"score_spread":0.31843212651870173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580722794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933739,0.00039413173,0.00009136022,0.002745495,0.000027594357,0.000107039334,0.00037809048,0.000013534479,0.0028689667],"genre_scores_gemma":[0.99183625,0.0006151169,0.000601246,0.00092206575,0.000020669262,0.00023239509,0.0004183012,0.000015849322,0.005338006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992581,0.000095891526,0.000027724001,0.00005299033,0.00005410266,0.0005111628],"domain_scores_gemma":[0.99872583,0.00014700195,0.00020831416,0.00002782973,0.00012960746,0.00076132594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003399667,0.00015420685,0.0001897849,0.0004973142,0.003005073,0.0011305232,0.0013918822,0.00071165717,0.00787503],"category_scores_gemma":[0.0022786236,0.00044468613,0.00027749417,0.0006312293,0.0005757948,0.00055304106,0.003146006,0.0015176609,0.0003361023],"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":[0.0005495458,0.00088021514,0.8460997,0.0007779236,0.000106074054,0.011667825,0.04595005,0.00093925383,0.00417851,0.0035343745,0.015852457,0.069464125],"study_design_scores_gemma":[0.000050609517,0.00021278812,0.9370929,0.00046817295,0.000030108964,0.001147924,0.050155327,0.0004527111,0.00020616305,0.00023812486,0.009917046,0.000028148219],"about_ca_topic_score_codex":0.53723234,"about_ca_topic_score_gemma":0.78207356,"teacher_disagreement_score":0.53723234,"about_ca_system_score_codex":0.0085679125,"about_ca_system_score_gemma":0.02408775,"threshold_uncertainty_score":0.930986},"labels":[],"label_agreement":null},{"id":"W2582714001","doi":"10.23736/s0026-4784.16.03953-8","title":"Decreased fertilization seen in globozoospermia can be overcome with a modified ICSI technique in both IVF and IVM cycles","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Human fertilization; Andrology; Biology; Medicine; Anatomy","score_opus":0.02378186676512517,"score_gpt":0.26564809084040913,"score_spread":0.24186622407528396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582714001","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854187,0.0051862556,0.0034770025,0.00044009907,0.00013629974,0.00008822626,0.00015592648,0.000107835745,0.0049897023],"genre_scores_gemma":[0.99709,0.0006193268,0.0013698419,0.00007978871,0.00003826202,0.000024412515,0.00007703304,0.000012448435,0.0006888047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997197,0.00012867305,0.000028805487,0.0000339079,0.00005766613,0.000031246418],"domain_scores_gemma":[0.99957055,0.00021680743,0.00008775842,0.000046889014,0.000025074647,0.000053018175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046692483,0.0003243233,0.00063577056,0.00043578053,0.00020514982,0.00023091123,0.00025101416,0.0004584713,0.0017095894],"category_scores_gemma":[0.0020637785,0.00011768835,0.00027812613,0.00027828052,0.00037090233,0.0001776196,0.00024430896,0.00046567782,0.00021326686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008762737,0.00060550624,0.30636764,0.00073522225,0.000304875,0.020925079,0.00081157504,0.00093458133,0.386947,0.0011926986,0.0018172959,0.2705958],"study_design_scores_gemma":[0.0002580204,0.0059244256,0.8757296,0.00015250476,0.00031446613,0.05526107,0.00041016206,0.001447963,0.052994072,0.00089898775,0.0065664337,0.000042215528],"about_ca_topic_score_codex":0.00069191464,"about_ca_topic_score_gemma":0.0009466729,"teacher_disagreement_score":0.0017095894,"about_ca_system_score_codex":0.0002253293,"about_ca_system_score_gemma":0.0002478217,"threshold_uncertainty_score":0.0057191253},"labels":[],"label_agreement":null},{"id":"W2589619387","doi":"10.23736/s0026-4784.16.03957-5","title":"Should we be defining sperm norms in an infertile or in a fertile population, when applying it to an infertile population?","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Royal Victoria Hospital; McGill University Health Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Sperm; Population; Fertility; Biology; Infertility; Gynecology; Medicine; Pregnancy; Genetics; Environmental health","score_opus":0.12407822183009498,"score_gpt":0.3878177228447211,"score_spread":0.2637395010146261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589619387","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22722901,0.07609837,0.08391218,0.5391312,0.02588739,0.0006281434,0.002046957,0.0003454418,0.04472121],"genre_scores_gemma":[0.745842,0.025059886,0.1223265,0.08995856,0.010172064,0.0013411569,0.000860647,0.0003612823,0.0040778983],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97275925,0.017056115,0.0034383873,0.0014933465,0.0045320275,0.0007208272],"domain_scores_gemma":[0.89487946,0.05812349,0.010952251,0.0052834954,0.027065191,0.0036960659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06486137,0.00063768,0.0021320395,0.0028010642,0.0019716881,0.0044708243,0.0039919787,0.0034658683,0.0028054535],"category_scores_gemma":[0.28081706,0.00035429632,0.0010114035,0.0026064347,0.0076506906,0.010012053,0.002697201,0.0077877995,0.00094247854],"study_design_candidate":"theoretical_or_conceptual","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":[0.0009074484,0.00057317485,0.3355466,0.0032288055,0.00053009094,0.0010980723,0.028549137,0.001395118,0.0011861862,0.07940407,0.06584683,0.48173437],"study_design_scores_gemma":[0.00026923508,0.0025133814,0.2697428,0.020754416,0.00102994,0.008469386,0.09754684,0.006134582,0.0038290422,0.34331504,0.2456357,0.00075976446],"about_ca_topic_score_codex":0.01837401,"about_ca_topic_score_gemma":0.028088694,"teacher_disagreement_score":0.06486137,"about_ca_system_score_codex":0.0017958089,"about_ca_system_score_gemma":0.00765625,"threshold_uncertainty_score":0.34302384},"labels":[],"label_agreement":null},{"id":"W2754439230","doi":"10.23736/s0026-4784.16.03762-x","title":"Evaluation of ELAM-1 expression alteration in endometriosis","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Endometriosis Research and Treatment","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":"York University","funders":"","keywords":"Endometriosis; Stromal cell; Immunostaining; Pathogenesis; Medicine; Immunohistochemistry; Pathology; Endometrial biopsy; Andrology; Biology; Immunology; Internal medicine; Biopsy","score_opus":0.07528340504096802,"score_gpt":0.37019685633416466,"score_spread":0.2949134512931966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754439230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853647,0.0009900444,0.000188694,0.000011336364,0.0000036220829,0.0000050164444,0.000034479443,0.0000040993546,0.00022628145],"genre_scores_gemma":[0.9992329,0.00028052813,0.00020632577,0.000010927297,0.0000059051767,0.000008214609,0.000057762638,8.243681e-7,0.00019658814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998876,0.000031891093,0.000011865008,0.000021840327,0.00002047405,0.000026251944],"domain_scores_gemma":[0.99983406,0.000046726407,0.000062113846,0.0000069994258,0.000022107004,0.000028047865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002189004,0.00016437545,0.00015593076,0.0007361069,0.00011469109,0.00022224127,0.000083969535,0.00019908609,0.0010600666],"category_scores_gemma":[0.00052674866,0.00010345124,0.00010922118,0.0002964971,0.00015384144,0.00011776908,0.00016044037,0.0001840764,0.00014822013],"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":[0.0016252968,0.00011224006,0.7183056,0.00018520898,0.00008910703,0.0024280099,0.00038721616,0.00012066626,0.25749016,0.000080114725,0.00012206348,0.019054404],"study_design_scores_gemma":[0.000022480546,0.0006271405,0.97215647,0.000022385984,0.000058284528,0.0047619944,0.00026469884,0.00042032672,0.020659937,0.000083481005,0.00091470627,0.000007995163],"about_ca_topic_score_codex":0.00010532044,"about_ca_topic_score_gemma":0.000113941336,"teacher_disagreement_score":0.0010600666,"about_ca_system_score_codex":0.000084489126,"about_ca_system_score_gemma":0.00003572848,"threshold_uncertainty_score":0.0035462976},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2765204060","doi":"10.23736/s0026-4784.16.03935-6","title":"Lower complication rates with office-based D&amp;C under ultrasound guidance for missed abortion","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Reproductive Health and Contraception","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":"CReATe Fertility Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Dilation and curettage; Uterine perforation; Abortion; Complication; Surgery; Incomplete Abortion; Ultrasound; Curettage; Retrospective cohort study; Hysteroscopy; Perforation; Therapeutic abortion; Pregnancy; Obstetrics; Radiology; Family planning; Misoprostol; Population; Research methodology","score_opus":0.05321529679739185,"score_gpt":0.332450942622573,"score_spread":0.2792356458251812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765204060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976163,0.0012422419,0.0003101266,0.000058072732,0.000009821414,0.000012253153,0.0001187318,0.000009289094,0.000623154],"genre_scores_gemma":[0.99926835,0.00027603153,0.00025214584,0.000023059394,0.00001583489,0.0000067042374,0.00009313244,0.0000034606758,0.00006117661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987999,0.000313008,0.0001348725,0.00015877836,0.0004710041,0.00012234027],"domain_scores_gemma":[0.99035585,0.0034333267,0.0047451896,0.00054759986,0.00041113235,0.0005069458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011272614,0.00013817711,0.0002885905,0.0008514958,0.00025886192,0.00062733516,0.00032656218,0.00032856484,0.0017766199],"category_scores_gemma":[0.012144812,0.00010686697,0.0003384358,0.00071985123,0.00025812353,0.00028404797,0.00029253215,0.00033783412,0.0001779678],"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":[0.00026926512,0.000053292966,0.9856786,0.00004417822,0.00002895483,0.0004974287,0.000096541145,0.00005140162,0.00026444692,0.000025855727,0.00013515867,0.012854813],"study_design_scores_gemma":[0.000029625242,0.00050962984,0.9880933,0.000047984813,0.000059081744,0.009183983,0.00024933266,0.00041629662,0.0006110705,0.00004879195,0.00074246165,0.000008355203],"about_ca_topic_score_codex":0.0010560306,"about_ca_topic_score_gemma":0.00094637077,"teacher_disagreement_score":0.0017766199,"about_ca_system_score_codex":0.00037298244,"about_ca_system_score_gemma":0.00045945702,"threshold_uncertainty_score":0.005961597},"labels":[],"label_agreement":null},{"id":"W2802320005","doi":"10.23736/s0026-4784.16.03958-7","title":"Anti-Müllerian hormone levels to predict oocyte maturity and embryo quality during controlled ovarian hyperstimulation","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Anti-Müllerian hormone; Ovarian reserve; Controlled ovarian hyperstimulation; Antral follicle; Follicular phase; Oocyte; Ovarian hyperstimulation syndrome; In vitro fertilisation; Andrology; Internal medicine; Medicine; Endocrinology; Ovarian follicle; Hormone; Biology; Embryo; Pregnancy; Infertility","score_opus":0.03436152862139545,"score_gpt":0.29426319726918393,"score_spread":0.25990166864778846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802320005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99961334,0.00017835929,0.00004069881,0.00001138395,0.0000029213825,0.000008674761,0.00003679992,8.240122e-7,0.00010698164],"genre_scores_gemma":[0.9997125,0.000057835026,0.00006401045,0.000010144754,0.000006400273,0.0000079076935,0.00008744395,4.928846e-7,0.000053163025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979967,0.00007699541,0.000022670743,0.00003124212,0.000046893452,0.000022657256],"domain_scores_gemma":[0.9987016,0.00055359286,0.0004768106,0.00005142963,0.00008744463,0.00012921124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003189809,0.00021364928,0.00022425274,0.0003083604,0.00017214722,0.00027254125,0.00011377804,0.0002901047,0.000660157],"category_scores_gemma":[0.002820925,0.0001500739,0.00017127389,0.00023823214,0.00016599668,0.00013965499,0.00015883268,0.00027988682,0.00008454433],"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":[0.0006645995,0.000051111787,0.99587363,0.000010222933,0.000030456713,0.0000619952,0.00003942989,0.000042644817,0.0010245156,0.000006541978,0.000024203093,0.0021705998],"study_design_scores_gemma":[0.0000263346,0.00044267336,0.9986928,0.000003968766,0.000020372385,0.00024801443,0.000051671843,0.0001914231,0.00022665404,0.000013430799,0.000080733334,0.0000019841002],"about_ca_topic_score_codex":0.000897359,"about_ca_topic_score_gemma":0.0012080778,"teacher_disagreement_score":0.000897359,"about_ca_system_score_codex":0.00013860772,"about_ca_system_score_gemma":0.00016758546,"threshold_uncertainty_score":0.0022084117},"labels":[],"label_agreement":null},{"id":"W2901445090","doi":"10.23736/s0026-4784.17.04179-x","title":"Sentinel lymph node mapping in endometrial cancer: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Minerva Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":67,"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","funders":"","keywords":"Medicine; Endometrial cancer; Meta-analysis; Sentinel lymph node; Lymphadenectomy; Adjuvant therapy; Funnel plot; Oncology; Lymph node; MEDLINE; Internal medicine; Cancer; Radiology; Publication bias; Breast cancer","score_opus":0.12162194923136865,"score_gpt":0.3635887150919884,"score_spread":0.24196676586061977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901445090","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029769633,0.99557495,0.00043341788,0.00018019244,0.000086844106,0.00018461484,0.00037888234,0.0000165468,0.00016747543],"genre_scores_gemma":[0.11792192,0.87693566,0.0022185727,0.0007097216,0.0002481419,0.0010870541,0.00063889805,0.000023473101,0.00021648503],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9901299,0.0050294856,0.002508119,0.0009749739,0.0010502614,0.00030730452],"domain_scores_gemma":[0.9794788,0.0155312335,0.0028064458,0.0005049189,0.0014654858,0.00021320455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015750203,0.0028341948,0.017543837,0.007105492,0.00061119406,0.0031005722,0.0021908174,0.0020223642,0.0029486667],"category_scores_gemma":[0.036504917,0.0014430707,0.034873568,0.008088311,0.0007163665,0.0018133284,0.0014201535,0.0017110108,0.00027465596],"study_design_candidate":"meta_analysis","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":[0.0012013104,0.000023375052,0.004370085,0.49014705,0.48984635,0.00013833019,0.00009412046,0.00073448743,0.00021275536,0.00015171198,0.000627194,0.012453306],"study_design_scores_gemma":[0.00031736502,0.00015289577,0.0036894788,0.037988517,0.95558375,0.00009329117,0.000045296787,0.00021948709,0.000105518055,0.00020924798,0.001572198,0.000023058066],"about_ca_topic_score_codex":0.0070570856,"about_ca_topic_score_gemma":0.015856786,"teacher_disagreement_score":0.017543837,"about_ca_system_score_codex":0.0024644297,"about_ca_system_score_gemma":0.0040579382,"threshold_uncertainty_score":0.083296},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3021079645","doi":"10.23736/s0026-4784.17.04057-6","title":"In-vitro maturation in women with polycystic ovaries and high anti-Müllerian hormone levels","year":2018,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Anti-Müllerian hormone; Polycystic ovary; Endocrinology; Internal medicine; Hormone; Medicine; Andrology; Biology; Insulin; Insulin resistance","score_opus":0.01142372892535254,"score_gpt":0.2272189413320599,"score_spread":0.21579521240670735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021079645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761295,0.0010413224,0.000027513872,0.000118978045,0.00002173892,0.000011933344,0.000057008816,0.0000024956269,0.0011059608],"genre_scores_gemma":[0.9992618,0.00037591823,0.000021079763,0.00003605588,0.000014274984,0.000004711248,0.00006192804,0.0000011632844,0.00022295423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973553,0.0000889804,0.000021967846,0.000031435873,0.000048316386,0.00007387237],"domain_scores_gemma":[0.9991743,0.0003291781,0.00023063063,0.000031340303,0.000052258172,0.00018226367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029089127,0.00018055971,0.0003077686,0.0005248927,0.00035397493,0.0007021647,0.00026944603,0.00050297444,0.0021662146],"category_scores_gemma":[0.0030633498,0.00015293536,0.00027190743,0.00034479843,0.00038081984,0.00024839916,0.00030580515,0.00067858485,0.00020456639],"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":[0.003003795,0.00044733196,0.9777346,0.00007894365,0.00004824081,0.0057281344,0.0006108533,0.000105682506,0.0027114402,0.00011798363,0.00028195416,0.009131022],"study_design_scores_gemma":[0.00006745419,0.001432324,0.97989655,0.00004933416,0.00008432352,0.012671649,0.0025675416,0.00035143917,0.0015592915,0.00024395979,0.0010613587,0.000014811982],"about_ca_topic_score_codex":0.0017370287,"about_ca_topic_score_gemma":0.0014768962,"teacher_disagreement_score":0.0021662146,"about_ca_system_score_codex":0.0004633185,"about_ca_system_score_gemma":0.000527956,"threshold_uncertainty_score":0.007246673},"labels":[],"label_agreement":null},{"id":"W3025943375","doi":"10.23736/s0026-4784.16.03985-x","title":"Early hCG administration as an alternative prevention strategy of ovarian hyperstimulation syndrome during an IVF cycle","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Ovarian hyperstimulation syndrome; Administration (probate law); Medicine; Gynecology; Controlled ovarian hyperstimulation; Obstetrics; Pregnancy; Infertility; Political science; In vitro fertilisation; Biology; Law","score_opus":0.03179219376509152,"score_gpt":0.30943853158388845,"score_spread":0.27764633781879694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025943375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95739335,0.025746861,0.0042840717,0.0027475643,0.0009555593,0.00043487686,0.00013374409,0.00021595525,0.008087799],"genre_scores_gemma":[0.9935767,0.002760593,0.0019908813,0.0002819194,0.00039189172,0.000049844184,0.00006217228,0.000007959205,0.0008779993],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99985886,0.000045485995,0.00001291506,0.000018002169,0.000034394667,0.000030266356],"domain_scores_gemma":[0.9997645,0.00009443866,0.000028935581,0.000013630803,0.000013344015,0.00008508356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022510749,0.0003597164,0.0006922761,0.0005607717,0.00033127517,0.000419297,0.00029307205,0.00054409704,0.0021395932],"category_scores_gemma":[0.0010938648,0.00009860755,0.0002940819,0.00023810385,0.0002625603,0.0002489193,0.00026345448,0.00087204634,0.00018198116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05672593,0.004590882,0.102612145,0.0011707748,0.0005071491,0.023051474,0.00067893305,0.0019076318,0.08149408,0.002233057,0.0059348308,0.71909297],"study_design_scores_gemma":[0.010730071,0.065491706,0.6760419,0.002344185,0.002360436,0.06450195,0.0018509197,0.013043734,0.09836613,0.007281899,0.05770455,0.0002825007],"about_ca_topic_score_codex":0.00065461424,"about_ca_topic_score_gemma":0.0009754614,"teacher_disagreement_score":0.0021395932,"about_ca_system_score_codex":0.00021583085,"about_ca_system_score_gemma":0.0008018379,"threshold_uncertainty_score":0.0071576834},"labels":[],"label_agreement":null},{"id":"W3153118839","doi":"10.23736/s2724-606x.21.04769-2","title":"Adequacy of prenatal care and stillbirth","year":2021,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":5,"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":"Prenatal care; Pregnancy; Prenatal diagnosis; MEDLINE; Risk assessment","score_opus":0.022970236919588854,"score_gpt":0.30215729429563454,"score_spread":0.27918705737604566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153118839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920507,0.005125621,0.00023521023,0.0004926357,0.000015780119,0.00001234884,0.00057511026,0.0000054330676,0.0014872032],"genre_scores_gemma":[0.99914026,0.0006229761,0.00007043746,0.000020860529,0.000010734589,0.0000022063102,0.00010324717,6.819556e-7,0.000028566501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991966,0.00026354103,0.00011290623,0.00007384966,0.0002525298,0.000100545454],"domain_scores_gemma":[0.9889516,0.0041780975,0.0054456457,0.00022383557,0.0005331326,0.0006676473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087564084,0.000093006944,0.00017756947,0.00086079363,0.0002931718,0.00032266375,0.00028597153,0.00017936116,0.0018363249],"category_scores_gemma":[0.008978748,0.00007281336,0.00011056194,0.0008332379,0.00051537255,0.00026134975,0.00034383225,0.00037821743,0.00008119999],"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":[0.000045172936,0.000010393542,0.99455535,0.0000553755,0.000019621491,0.0002157005,0.00013663649,0.000038374095,0.00006721915,0.000053465385,0.00008194261,0.004720872],"study_design_scores_gemma":[0.000001643827,0.000051904393,0.9970498,0.00008377515,0.000016895672,0.0017914667,0.00031945136,0.00006478472,0.00009635723,0.000075385666,0.00044453566,0.0000038991643],"about_ca_topic_score_codex":0.0061017536,"about_ca_topic_score_gemma":0.0043541556,"teacher_disagreement_score":0.0061017536,"about_ca_system_score_codex":0.00048335997,"about_ca_system_score_gemma":0.00069686165,"threshold_uncertainty_score":0.012132466},"labels":[],"label_agreement":null},{"id":"W3161633547","doi":"10.23736/s2724-606x.21.04773-4","title":"Spontaneous and induced chromosomal aberrations in peripheral blood of women with endometriosis: evidence of genomic instability","year":2021,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Endometriosis Research and Treatment","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":"Western University","funders":"","keywords":"Endometriosis; Peripheral blood; Chromosome instability; Genome instability; Lymphocyte; Medicine; Mitomycin C; Cancer; Peripheral; Peripheral blood lymphocyte; Disease; Internal medicine; Gastroenterology; Oncology; Biology; Chromosome; DNA damage; DNA; Genetics; Gene; Surgery","score_opus":0.02670167499268085,"score_gpt":0.27814664051060417,"score_spread":0.25144496551792334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161633547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985935,0.0007730714,0.00016836685,0.000017406403,0.000004023513,0.000012138759,0.000110551286,0.000004060027,0.00031686993],"genre_scores_gemma":[0.99922836,0.00018463242,0.00018866597,0.00001958364,0.0000072130533,0.000013961029,0.00012087514,0.0000011354626,0.00023543742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997354,0.00008597602,0.000026753522,0.00005328322,0.00006459591,0.00003405758],"domain_scores_gemma":[0.99960226,0.00013111782,0.00013212097,0.000025476738,0.00005558246,0.000053511423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026550455,0.00014187003,0.00017142126,0.00057355023,0.00018390921,0.00026019488,0.00012415656,0.00024255177,0.0017672679],"category_scores_gemma":[0.0011281966,0.0001151228,0.00007593871,0.0004196573,0.00014599127,0.00010919181,0.00018404114,0.00021461521,0.00020221176],"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":[0.0030762376,0.00029261917,0.89158505,0.00015934392,0.00006537123,0.0013899411,0.0006065032,0.00005897137,0.08708338,0.000054654825,0.000133024,0.015494909],"study_design_scores_gemma":[0.000058480815,0.0042003295,0.9674169,0.000023282324,0.00006416934,0.009855302,0.0005471232,0.00013553022,0.016601095,0.0000787139,0.0010119318,0.0000071128866],"about_ca_topic_score_codex":0.00022384537,"about_ca_topic_score_gemma":0.00023315896,"teacher_disagreement_score":0.0017672679,"about_ca_system_score_codex":0.00007184608,"about_ca_system_score_gemma":0.00010001029,"threshold_uncertainty_score":0.005912125},"labels":[],"label_agreement":null},{"id":"W3184097237","doi":"10.23736/s2724-606x.21.04893-4","title":"Rethinking of osteoporosis through a sex- and gender-informed approach in the COVID-19 era","year":2021,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":4,"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":"Osteoporosis; Generalizability theory; Psychological intervention; Narrative review; Disease; Clinical trial; Limiting","score_opus":0.10737118618228463,"score_gpt":0.3566367530297782,"score_spread":0.24926556684749357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184097237","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044752336,0.65861183,0.0045145936,0.3050609,0.011328633,0.00016415364,0.0006056596,0.000051905172,0.015187082],"genre_scores_gemma":[0.10960273,0.6729896,0.013306519,0.18549077,0.010155221,0.0006033096,0.00067170867,0.000121091434,0.0070591276],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9828263,0.01079182,0.0019538573,0.0010424592,0.0027601616,0.00062547973],"domain_scores_gemma":[0.968903,0.022746734,0.0019174356,0.0011268023,0.0044092583,0.0008967764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032188755,0.00045498204,0.0012507567,0.0020463257,0.0013920498,0.004350248,0.0017223023,0.002994185,0.0064775445],"category_scores_gemma":[0.05527386,0.00034160085,0.0014030234,0.0014099429,0.0053473073,0.005751119,0.003779686,0.0050530746,0.0010845677],"study_design_candidate":"theoretical_or_conceptual","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":[0.00034671774,0.000074258314,0.0069558076,0.028936628,0.00046336313,0.00072390825,0.016599089,0.00024561503,0.00069962075,0.10207328,0.10537914,0.7375026],"study_design_scores_gemma":[0.000069062444,0.00014228951,0.0055749356,0.059093285,0.00043697248,0.0009807583,0.0095538,0.000108986824,0.00036389727,0.0451088,0.8784875,0.00007967155],"about_ca_topic_score_codex":0.01710106,"about_ca_topic_score_gemma":0.035768688,"teacher_disagreement_score":0.032188755,"about_ca_system_score_codex":0.004389414,"about_ca_system_score_gemma":0.020457592,"threshold_uncertainty_score":0.17023247},"labels":[],"label_agreement":null},{"id":"W4200132370","doi":"10.23736/s2724-606x.21.04722-9","title":"Higher blastocyst implantation in frozen versus fresh embryo transfers in good prognosis patients","year":2021,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Reproductive Biology and Fertility","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":"University of British Columbia; Pacific Centre for Reproductive Medicine","funders":"","keywords":"Embryo transfer; Blastocyst; Embryo; Embryo cryopreservation; Cryopreservation; Blastocyst Transfer","score_opus":0.023848973469754446,"score_gpt":0.265281695001858,"score_spread":0.24143272153210354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200132370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982223,0.0011338955,0.00014625344,0.00006217336,0.000014648928,0.0000066467996,0.000075318574,0.000003604103,0.00033526422],"genre_scores_gemma":[0.9995127,0.0001939848,0.000055157274,0.00002632231,0.000011507428,0.000003882033,0.00007546709,0.0000016929357,0.000119297416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996494,0.000107042746,0.000036412028,0.000090512025,0.00006875109,0.00004781982],"domain_scores_gemma":[0.9977307,0.0010518346,0.0008142761,0.0001060073,0.00007741722,0.00021987394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115335,0.00021179972,0.00040694067,0.00049936725,0.00027546656,0.00043094944,0.00021572366,0.00041218058,0.0042916504],"category_scores_gemma":[0.0048165815,0.00013232786,0.00047068865,0.00030954037,0.00040075413,0.00038015083,0.00024447977,0.00055536797,0.0002827513],"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":[0.0021077676,0.000040422652,0.9895014,0.00006207661,0.00012201661,0.000934303,0.00014144162,0.00014566422,0.0010401653,0.00008612527,0.00013712903,0.0056814365],"study_design_scores_gemma":[0.00007916538,0.0009315334,0.99245197,0.000062134655,0.0002975662,0.0039247554,0.00036808496,0.00064539094,0.00051958766,0.00024537594,0.0004633139,0.000011186324],"about_ca_topic_score_codex":0.00078153546,"about_ca_topic_score_gemma":0.0006333976,"teacher_disagreement_score":0.0042916504,"about_ca_system_score_codex":0.00025830793,"about_ca_system_score_gemma":0.000281276,"threshold_uncertainty_score":0.01435703},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4223979243","doi":"10.23736/s2724-606x.21.04728-x","title":"Could the anatomic location of Essure® device explain the impairment of quality of life?","year":2022,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":2,"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":"Medicine; Essure; Quality of life (healthcare); Cohort; Visual analogue scale; Surgery; McGill Pain Questionnaire; Physical therapy; Internal medicine; Population","score_opus":0.03666667901758278,"score_gpt":0.3093558370326715,"score_spread":0.2726891580150887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223979243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437827,0.0039207665,0.0004250806,0.00023929446,0.000019665895,0.000017697643,0.00022167555,0.000004207858,0.0007733427],"genre_scores_gemma":[0.9991574,0.0005039061,0.000095085285,0.000031914613,0.000032831304,0.0000068390395,0.00011777801,7.713565e-7,0.000053474403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99960166,0.00011535721,0.000059631177,0.00006509825,0.000078610836,0.00007966972],"domain_scores_gemma":[0.99773574,0.00068513514,0.0013238784,0.000093693016,0.00008517002,0.00007632517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005920096,0.00022933893,0.00029991672,0.0007022172,0.00015953301,0.00029075707,0.0002786246,0.00032226255,0.0029767868],"category_scores_gemma":[0.0030496307,0.00009378336,0.0004981333,0.0006169022,0.00040676072,0.0002898252,0.00028300643,0.00023320543,0.00019999592],"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":[0.00027099976,0.000052898286,0.9876852,0.0001420255,0.00005316593,0.00066409016,0.000115265444,0.000060010763,0.0006720204,0.000073909105,0.00010521174,0.010105068],"study_design_scores_gemma":[0.000009481204,0.0002086036,0.995846,0.000039347662,0.000047755235,0.0030092064,0.0001318953,0.00014258058,0.00018151695,0.00009542138,0.00028439786,0.000003823099],"about_ca_topic_score_codex":0.00041813048,"about_ca_topic_score_gemma":0.00028987133,"teacher_disagreement_score":0.0029767868,"about_ca_system_score_codex":0.00019288735,"about_ca_system_score_gemma":0.00019910661,"threshold_uncertainty_score":0.009958327},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4301392723","doi":"10.23736/s2724-606x.22.05129-6","title":"Complementary administration of curcumin in PCOS: a systematic review","year":2022,"lang":"en","type":"review","venue":"Minerva Obstetrics and Gynecology","topic":"Curcumin's Biomedical Applications","field":"Biochemistry, Genetics and Molecular Biology","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":"NOSM University","funders":"","keywords":"Curcumin; Hyperandrogenism; Medicine; Infertility; Inclusion and exclusion criteria; Population; Gynecology; Internal medicine; Polycystic ovary; Alternative medicine; Pharmacology; Obesity; Pregnancy; Pathology; Insulin resistance; Biology; Environmental health","score_opus":0.04092812844795355,"score_gpt":0.3341228844236868,"score_spread":0.29319475597573325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301392723","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036500653,0.99912435,0.00003791564,0.000118519776,0.00006197547,0.00007051901,0.00008930827,0.0000031276793,0.00012928284],"genre_scores_gemma":[0.0041964673,0.9951454,0.00015892368,0.00020908681,0.00004960609,0.000118294134,0.000060955415,0.0000014167313,0.00005987861],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979054,0.00074144267,0.00066127593,0.00019670778,0.00039913808,0.00009612276],"domain_scores_gemma":[0.9926403,0.005299617,0.0012167074,0.000089064415,0.0006366364,0.000117717835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029928233,0.0013035572,0.00609886,0.0058790506,0.000516756,0.0019331741,0.0013511574,0.0016559322,0.0048820316],"category_scores_gemma":[0.012246344,0.00068347336,0.004768304,0.0060172104,0.0005140753,0.0014374383,0.000984678,0.0008436522,0.00032496182],"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":[0.00017582711,0.000016784461,0.00025756456,0.95224684,0.004069822,0.00008403451,0.00008337467,0.00005148408,0.00012744693,0.00011880639,0.0012804992,0.041487344],"study_design_scores_gemma":[0.00035304393,0.00032696163,0.003759234,0.90129435,0.059883986,0.0006274134,0.00025270137,0.00008676154,0.00023436746,0.00030574217,0.032833744,0.000041690822],"about_ca_topic_score_codex":0.005548183,"about_ca_topic_score_gemma":0.015599586,"teacher_disagreement_score":0.00609886,"about_ca_system_score_codex":0.0019557416,"about_ca_system_score_gemma":0.006874942,"threshold_uncertainty_score":0.01633203},"labels":[],"label_agreement":null},{"id":"W4306728770","doi":"10.23736/s2724-606x.22.05166-1","title":"Update on preimplantation genetic testing for aneuploidy and outcomes of embryos with mosaic results","year":2022,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":4,"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; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Aneuploidy; Genetic testing; In vitro fertilisation; Embryo; Ploidy; Biology; Mosaic; Bioinformatics; Medicine; Chromosome; Genetics; Gene","score_opus":0.025644268622640305,"score_gpt":0.26180687107894357,"score_spread":0.23616260245630327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306728770","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071989244,0.98733646,0.00063669967,0.0051231324,0.0017349606,0.000022632,0.0006919956,0.00004574616,0.0036885038],"genre_scores_gemma":[0.00415236,0.98528117,0.0016614493,0.003708301,0.0025681788,0.00005217385,0.0012666493,0.000020377342,0.0012892911],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879116,0.00037613537,0.0003615624,0.00012584259,0.00030106647,0.00004412539],"domain_scores_gemma":[0.9866585,0.009273833,0.0011513262,0.0001592476,0.00254251,0.00021449882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026095705,0.00042751894,0.0009986103,0.0032541256,0.00018223694,0.0010635093,0.0008892768,0.0012136942,0.004535378],"category_scores_gemma":[0.011714232,0.00023846826,0.0009888555,0.0023806805,0.00031742224,0.0011772206,0.00065530837,0.0012909281,0.0015346382],"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":[0.0001629149,0.000038627433,0.0020152475,0.019953692,0.00028886486,0.00028003886,0.00012845162,0.00016782194,0.0005131361,0.0015226023,0.11394698,0.86098164],"study_design_scores_gemma":[0.000028715604,0.00012797683,0.006475915,0.034601625,0.0012124134,0.0023878936,0.000103089435,0.000114126145,0.00032570228,0.001014395,0.9535753,0.00003280285],"about_ca_topic_score_codex":0.0021067886,"about_ca_topic_score_gemma":0.003971681,"teacher_disagreement_score":0.004535378,"about_ca_system_score_codex":0.0007935571,"about_ca_system_score_gemma":0.0014408311,"threshold_uncertainty_score":0.015172362},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4308553184","doi":"10.23736/s2724-606x.22.05217-4","title":"Late-onset fetal growth restriction management: a national survey","year":2022,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","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 Hospital Foundation","funders":"","keywords":"Fetal growth; Medicine; Fetus; Obstetrics; Pediatrics; Pregnancy; Biology","score_opus":0.03517946207123626,"score_gpt":0.2670290822885608,"score_spread":0.23184962021732455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308553184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695337,0.00013330457,0.00007996699,0.0001362967,0.0000029774565,0.00003188825,0.0020618339,0.000004065208,0.0005962596],"genre_scores_gemma":[0.99766326,0.00023497765,0.00015141968,0.00017779433,0.00000579682,0.000055905897,0.0015235811,0.0000023574796,0.00018486063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988412,0.00043652634,0.00017923089,0.00016824312,0.00020708331,0.00016770887],"domain_scores_gemma":[0.99755377,0.00044962086,0.0010959969,0.0001567341,0.00030134115,0.00044266236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015823382,0.00015494175,0.00025532878,0.00069174945,0.00025341695,0.00036208506,0.00038325816,0.00060018647,0.0011475114],"category_scores_gemma":[0.0028673466,0.00025758613,0.00029041545,0.0014112969,0.00021866364,0.0005275325,0.0005397913,0.00051221,0.00037088728],"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":[0.000027641401,0.000045793502,0.9985391,0.000020027976,0.000012051037,0.00003337832,0.00015278102,0.000023103208,0.00008143117,0.0000055639393,0.00018061075,0.0008785417],"study_design_scores_gemma":[0.0000028499212,0.00006255946,0.99930394,0.000009864815,0.0000042683273,0.000069713824,0.00029694467,0.000060945626,0.000012561331,0.000002828455,0.0001716751,0.0000018392053],"about_ca_topic_score_codex":0.017598683,"about_ca_topic_score_gemma":0.014498748,"teacher_disagreement_score":0.017598683,"about_ca_system_score_codex":0.0005528284,"about_ca_system_score_gemma":0.0004959851,"threshold_uncertainty_score":0.034992516},"labels":[],"label_agreement":null},{"id":"W4388979087","doi":"10.23736/s2724-606x.23.05391-5","title":"Gynecologic oncology top-cited articles: an international analysis","year":2023,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian cancer diagnosis and treatment","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":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Subspecialty; Gynecologic oncology; Obstetrics and gynaecology; Medicine; Gynecology; Obstetrics; Family medicine; Library science; Oncology; Pregnancy","score_opus":0.04218200524399773,"score_gpt":0.3318545002556497,"score_spread":0.289672495011652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388979087","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37515372,0.57438266,0.0012308548,0.0025405344,0.0008027248,0.0004723636,0.03234838,0.00013598791,0.012932768],"genre_scores_gemma":[0.7197817,0.25415716,0.0034421366,0.0008237134,0.0017904311,0.0006442077,0.01706101,0.00018581006,0.0021140077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98770845,0.0013687212,0.0048106634,0.0015531564,0.0038441909,0.00071478216],"domain_scores_gemma":[0.93058133,0.02595279,0.0249812,0.0013667868,0.014542384,0.002575603],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007195494,0.00085942575,0.0027088316,0.07598513,0.00081204856,0.005135758,0.0011470873,0.0008316443,0.007013917],"category_scores_gemma":[0.03489363,0.0003914549,0.002832143,0.08976264,0.0005814806,0.0033573443,0.0021025965,0.0007239877,0.0013164198],"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":[0.0017510637,0.00024130494,0.675086,0.067595,0.010169922,0.0027186277,0.0024427804,0.00039313643,0.0025373006,0.0020945421,0.014615433,0.22035496],"study_design_scores_gemma":[0.00017970728,0.00038895442,0.9002499,0.018935708,0.009126794,0.005595525,0.005179771,0.0006506193,0.0011954651,0.001096828,0.057301097,0.00009959507],"about_ca_topic_score_codex":0.0019408857,"about_ca_topic_score_gemma":0.003652122,"teacher_disagreement_score":0.92401487,"about_ca_system_score_codex":0.0013232732,"about_ca_system_score_gemma":0.0024239488,"threshold_uncertainty_score":0.03805381},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4390794981","doi":"10.23736/s2724-606x.23.05408-8","title":"The use of combined hormonal contraceptive for in-vitro fertilization cycle priming is not associated with decreased pregnancy rate in frozen embryo transfer cycles: a cohort study","year":2024,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Ovarian function and disorders","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":true,"ca_institutions":"Ottawa Fertility Centre; University of British Columbia","funders":"","keywords":"Embryo transfer; In vitro fertilisation; Pregnancy; Priming (agriculture); Gynecology; Andrology; Pregnancy rate; Embryo; Medicine; Oral contraceptive pill; Biology; Population; Family planning; Research methodology","score_opus":0.03205370809068629,"score_gpt":0.2598884856735242,"score_spread":0.22783477758283788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390794981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99926883,0.0003433457,0.000050298357,0.000015632533,0.000007983212,0.000013571331,0.00010383598,0.0000011705104,0.00019531323],"genre_scores_gemma":[0.999571,0.00012523518,0.000039360795,0.00001881388,0.000009602347,0.000010421787,0.00011934421,0.0000020551388,0.000104045335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951315,0.00010299023,0.00004945985,0.00013574629,0.00010132053,0.00009739004],"domain_scores_gemma":[0.9983961,0.0004112761,0.000683596,0.0002011387,0.00011136721,0.00019645797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008074028,0.00023774679,0.0003946992,0.00047906337,0.000485562,0.0005171423,0.0003403972,0.00037444205,0.0026368706],"category_scores_gemma":[0.0028583778,0.00029870137,0.0006788844,0.0007073716,0.00023246997,0.00036024713,0.00024328666,0.00052558735,0.00020186749],"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":[0.000600478,0.00006530054,0.9972807,0.000012018713,0.00011656255,0.00015361332,0.000084627514,0.000011623669,0.00023297673,0.000014354355,0.00006871847,0.0013589829],"study_design_scores_gemma":[0.000046278943,0.0007185889,0.9973525,0.000012629971,0.00015157548,0.0009049126,0.0002508252,0.00012834818,0.000080063954,0.000023389683,0.00032405625,0.0000067575515],"about_ca_topic_score_codex":0.0026605458,"about_ca_topic_score_gemma":0.0027647114,"teacher_disagreement_score":0.0026605458,"about_ca_system_score_codex":0.00024237351,"about_ca_system_score_gemma":0.0004985005,"threshold_uncertainty_score":0.008821249},"labels":[],"label_agreement":null},{"id":"W4393237662","doi":"10.23736/s2724-606x.23.05451-9","title":"The value of multicenter collaboration in Gynecologic Oncology research","year":2024,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Sex and Gender in Healthcare","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":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Impact factor; Percentile; Library science; Bibliometrics; Web of science; Medicine; Demography; Geography; Political science; Internal medicine; Sociology; Meta-analysis; Statistics; Computer science; Mathematics","score_opus":0.0902466117314422,"score_gpt":0.4404499405198914,"score_spread":0.3502033287884492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393237662","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1308637,0.70991826,0.004467679,0.09597842,0.0023565153,0.001266716,0.010153753,0.00030002958,0.044694945],"genre_scores_gemma":[0.8583524,0.11718673,0.012439147,0.0048822695,0.0018073298,0.0008905347,0.0033996264,0.000087608845,0.00095424696],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.851748,0.08323322,0.0181783,0.008569535,0.034382116,0.0038887674],"domain_scores_gemma":[0.4495585,0.26509517,0.118292704,0.019510802,0.12137146,0.026171332],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1332664,0.0006438712,0.0020938045,0.03422787,0.004048266,0.012270495,0.0034805818,0.0018387027,0.0069263214],"category_scores_gemma":[0.32962427,0.0006409165,0.0019728248,0.06901326,0.004577189,0.0070673916,0.008587613,0.0011734628,0.00068223756],"study_design_candidate":"theoretical_or_conceptual","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":[0.001077511,0.00011016609,0.3737241,0.072264485,0.0042676395,0.00031576285,0.0064223907,0.0010828843,0.00050086883,0.014730768,0.026704652,0.49879876],"study_design_scores_gemma":[0.000587297,0.00072653935,0.7102353,0.10906738,0.0053459574,0.0008810359,0.012242289,0.0017384217,0.00090390653,0.014594689,0.14346841,0.00020878414],"about_ca_topic_score_codex":0.2797483,"about_ca_topic_score_gemma":0.35013252,"teacher_disagreement_score":0.8667336,"about_ca_system_score_codex":0.034371056,"about_ca_system_score_gemma":0.12999819,"threshold_uncertainty_score":0.70478857},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4402852407","doi":"10.23736/s2724-606x.24.05488-5","title":"P-glycoprotein expression is decreased in placenta accreta and placenta previa disorders","year":2024,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Drug Transport and Resistance Mechanisms","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":"University of Toronto","funders":"","keywords":"Placenta previa; Placenta accreta; Placenta; Obstetrics; Medicine; Placenta Diseases; Pregnancy; Biology; Genetics; Fetus","score_opus":0.008922518358521791,"score_gpt":0.24601594257451068,"score_spread":0.2370934242159889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402852407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957753,0.0023680227,0.00063410774,0.00007426902,0.000009607766,0.000013417693,0.00015136032,0.000030926556,0.00094296027],"genre_scores_gemma":[0.9973123,0.0013925591,0.00066424505,0.000031741354,0.00001561693,0.000019542247,0.00018254202,0.000006834403,0.00037467462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99982625,0.00003561459,0.000017315717,0.000041018342,0.000054660744,0.000025166024],"domain_scores_gemma":[0.99949765,0.000076497585,0.00027851888,0.000024140183,0.00005292954,0.00007020034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031207534,0.00021693546,0.00023983042,0.0012640799,0.00021994939,0.00043299104,0.00017203153,0.00035091714,0.0019276537],"category_scores_gemma":[0.0010427624,0.0002446346,0.0001877369,0.0006221116,0.00042969052,0.00020474318,0.0003053731,0.00035642317,0.00019996389],"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":[0.003675818,0.00016145273,0.55308014,0.00060265866,0.0003068575,0.017542647,0.001209251,0.00025724154,0.38175258,0.00059745036,0.00067399244,0.040139973],"study_design_scores_gemma":[0.000034334385,0.00052160746,0.9439947,0.0000411075,0.00014752883,0.028786028,0.0005097403,0.00034676635,0.022361564,0.00040589317,0.0028414968,0.000009298694],"about_ca_topic_score_codex":0.0005443227,"about_ca_topic_score_gemma":0.00036307902,"teacher_disagreement_score":0.0019276537,"about_ca_system_score_codex":0.00020734426,"about_ca_system_score_gemma":0.00016397095,"threshold_uncertainty_score":0.0064486265},"labels":[],"label_agreement":null},{"id":"W4414160562","doi":"10.23736/s2724-606x.25.05723-9","title":"Adjuvant radiotherapy for early-stage endometrial cancer based on randomized controlled trials: a narrative review","year":2025,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","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; Jewish General Hospital","funders":"","keywords":"Endometrial cancer; Radiation therapy; Brachytherapy; Randomized controlled trial; External beam radiotherapy; Adjuvant; Gynecologic oncology; Adjuvant radiotherapy","score_opus":0.04125335497983385,"score_gpt":0.37457850681135674,"score_spread":0.3333251518315229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414160562","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030668068,0.99835455,0.0001786805,0.00026139017,0.00019668225,0.0002410316,0.00016380701,0.000007714549,0.00028956303],"genre_scores_gemma":[0.005585706,0.991804,0.0005928069,0.0010167602,0.00019591287,0.00051106274,0.00018430465,0.000007563685,0.000101765225],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9927921,0.0028512487,0.0026821583,0.0005744526,0.0009428182,0.0001572338],"domain_scores_gemma":[0.95677054,0.036030844,0.0047842236,0.00044509594,0.0016816963,0.00028769718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010845332,0.0014620125,0.008303695,0.0043901578,0.00042840524,0.0031291456,0.0018783942,0.0023431224,0.00595358],"category_scores_gemma":[0.04883454,0.00065409637,0.0065732547,0.005096655,0.00076777185,0.0022954708,0.0011180695,0.0018991692,0.00048485876],"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":[0.0007572785,0.000035013167,0.00027193085,0.89448327,0.007884054,0.000058935948,0.00007956987,0.00013629122,0.0001635125,0.0005912023,0.002787605,0.09275139],"study_design_scores_gemma":[0.0012693314,0.0005583029,0.0016959133,0.89169025,0.0629304,0.00023836049,0.00012253947,0.00013361748,0.00020706707,0.0011235721,0.03999035,0.000040338997],"about_ca_topic_score_codex":0.0024767183,"about_ca_topic_score_gemma":0.0049358937,"teacher_disagreement_score":0.010845332,"about_ca_system_score_codex":0.0021149344,"about_ca_system_score_gemma":0.0057721515,"threshold_uncertainty_score":0.057356298},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"}]}