{"meta":{"query_hash":"33c44a3c4859","filters":{"venue":"Developmental medico-life-sciences"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/33c44a3c4859","api":"https://metacan.xera.ac/api/v1/cohort?venue=Developmental+medico-life-sciences"},"results":[{"id":"W4404733663","doi":"10.69750/dmls.01.08.077","title":"The Impact of Surgical Timing on Outcomes in Patients Undergoing Arteriovenous FistulaCreation for Hemodialysis. A Meta-analysis","year":2024,"lang":"en","type":"article","venue":"Developmental medico-life-sciences","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"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; Hemodialysis; Arteriovenous fistula; Dialysis; Meta-analysis; Subgroup analysis; Thrombosis; Intensive care medicine; Internal medicine; Surgery","score_opus":0.11947451941393966,"score_gpt":0.41423754386981654,"score_spread":0.2947630244558769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404733663","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":[0.027609427,0.9672145,0.002025628,0.0003926211,0.00037101094,0.00035742458,0.0014280977,0.00006405444,0.000537141],"genre_scores_gemma":[0.66503704,0.3233841,0.0049842964,0.0013221103,0.0005418039,0.0015582338,0.0023413978,0.00009987824,0.00073119433],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9901114,0.005396647,0.0021360118,0.0011715837,0.0008186542,0.0003656907],"domain_scores_gemma":[0.9779584,0.016155992,0.0033783412,0.0011057211,0.001056505,0.00034517012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017884785,0.002738344,0.013034328,0.0050890488,0.00058589276,0.0034005984,0.0019785883,0.0025983935,0.002850892],"category_scores_gemma":[0.02974235,0.0013961165,0.07237181,0.0054914043,0.0005395413,0.0014700517,0.0014095374,0.0021758294,0.00029412928],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043088673,0.000031575237,0.007609165,0.046478722,0.9361246,0.0000773236,0.000029079876,0.00082428387,0.00014701064,0.00007440906,0.00025261505,0.0040423013],"study_design_scores_gemma":[0.0004913361,0.00020967421,0.004015333,0.0021097478,0.9921583,0.000045612356,0.000015258773,0.00027300086,0.00006865986,0.00012232464,0.0004761187,0.00001455415],"about_ca_topic_score_codex":0.005097917,"about_ca_topic_score_gemma":0.0064036697,"teacher_disagreement_score":0.017884785,"about_ca_system_score_codex":0.0016735356,"about_ca_system_score_gemma":0.002034148,"threshold_uncertainty_score":0.09458494},"labels":[],"label_agreement":null},{"id":"W4407038025","doi":"10.69750/dmls.02.01.089","title":"The Role of the Gut Microbiome in Immune Dysregulation and Pathogenesis of Inflammatory Bowel Disease","year":2025,"lang":"en","type":"article","venue":"Developmental medico-life-sciences","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","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":"Dysbiosis; Microbiome; Faecalibacterium prausnitzii; Immunology; Akkermansia muciniphila; Inflammatory bowel disease; Medicine; Immune system; Immune dysregulation; Ulcerative colitis; Disease; Gut flora; Biology; Bioinformatics; Internal medicine","score_opus":0.004820597701479319,"score_gpt":0.2316533538326026,"score_spread":0.22683275613112328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407038025","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":[0.0011924687,0.99693966,0.00018046475,0.0009778588,0.0001609142,0.000035427034,0.00013407614,0.0000029480082,0.00037624693],"genre_scores_gemma":[0.034444522,0.9626833,0.0011094236,0.0009917318,0.00037974044,0.0001549146,0.00014548509,0.0000031523648,0.00008770237],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9883493,0.00646178,0.002360249,0.0007404444,0.0018398901,0.00024820925],"domain_scores_gemma":[0.9606347,0.029875403,0.006760501,0.00041741514,0.0020424826,0.00026950397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013118179,0.0007253378,0.0027873486,0.004866842,0.00039591247,0.0026068983,0.0007840579,0.0013333153,0.0023699652],"category_scores_gemma":[0.035186425,0.00036598387,0.0028403196,0.005812295,0.0011750999,0.0018348903,0.0011769275,0.001199549,0.00020576888],"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":[0.0006289683,0.000049357997,0.013001354,0.6897357,0.012055048,0.00028002358,0.0008549657,0.00090440497,0.0007124623,0.006005797,0.0070803794,0.26869157],"study_design_scores_gemma":[0.000377338,0.0005744222,0.052585643,0.7726399,0.03466729,0.0016163621,0.00118195,0.00063236477,0.0006477357,0.010417604,0.12452438,0.00013508246],"about_ca_topic_score_codex":0.0035717327,"about_ca_topic_score_gemma":0.005875905,"teacher_disagreement_score":0.013118179,"about_ca_system_score_codex":0.0017317267,"about_ca_system_score_gemma":0.0069758547,"threshold_uncertainty_score":0.06937641},"labels":[],"label_agreement":null},{"id":"W7093349044","doi":"10.69750/dmls.02.09.0153","title":"Neuropsychiatric Manifestations in Patients with Chronic Migraine: A Hospital-Based Study","year":2025,"lang":"","type":"article","venue":"Developmental medico-life-sciences","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"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":"Anxiety; Depression (economics); Migraine; Pittsburgh Sleep Quality Index; Cognition; Chronic Migraine; Observational study; Sleep disorder","score_opus":0.01277766939429555,"score_gpt":0.2788385126286637,"score_spread":0.2660608432343682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093349044","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":[0.99922764,0.0001704322,0.000018601744,0.000029387516,0.0000041385747,0.000019805422,0.00021553691,9.307643e-7,0.0003133939],"genre_scores_gemma":[0.9993253,0.00018279746,0.000040897154,0.000047675927,0.0000144055975,0.000022996292,0.00029107087,5.633031e-7,0.00007432248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996257,0.00006508987,0.000066694534,0.00007475434,0.00007693526,0.00009073241],"domain_scores_gemma":[0.99929357,0.00008439849,0.00033051727,0.000032132022,0.00008218615,0.00017706539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003650676,0.00025868526,0.00044760806,0.0008884781,0.00076150504,0.0006552328,0.00031550127,0.000510979,0.001643886],"category_scores_gemma":[0.0010558184,0.00031063598,0.00033053602,0.0013241898,0.0002796153,0.0005811376,0.0005103895,0.00045968874,0.00027665147],"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":[0.000039801955,0.000045826626,0.999209,0.0000115299845,0.0000104855835,0.00015757525,0.00009895371,0.0000051920965,0.000057436944,0.000005099569,0.00004518263,0.00031404445],"study_design_scores_gemma":[0.00001020416,0.00017688106,0.9981686,0.000011210518,0.000013240422,0.0008779991,0.00055392884,0.000033595286,0.000012961219,0.000008276389,0.00012977811,0.0000032583239],"about_ca_topic_score_codex":0.0059978873,"about_ca_topic_score_gemma":0.007526383,"teacher_disagreement_score":0.0059978873,"about_ca_system_score_codex":0.00046486617,"about_ca_system_score_gemma":0.00050138455,"threshold_uncertainty_score":0.011925995},"labels":[],"label_agreement":null},{"id":"W7108219887","doi":"10.69750/dmls.02.010.0168","title":"Glycemic Outcomes of Oral Hypoglycemics Versus GLP-1 Receptor Agonists in Type 2 Diabetes: A Comparative Clinical Study","year":2025,"lang":"","type":"article","venue":"Developmental medico-life-sciences","topic":"Diabetes Treatment and Management","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":"Collège Montmorency","funders":"","keywords":"Glycemic; Type 2 Diabetes Mellitus; Blood sugar; Diabetes mellitus; Hypoglycemia; Clinical study; Agonist; Adverse effect","score_opus":0.11917537666696075,"score_gpt":0.4057205621481134,"score_spread":0.28654518548115265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108219887","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":[0.9968027,0.0020897393,0.000067508285,0.00003186458,0.00003881862,0.00028542549,0.00014399007,0.0000023455875,0.00053758104],"genre_scores_gemma":[0.995987,0.0019437467,0.00035288546,0.0001661092,0.00019534686,0.000585465,0.00047354735,0.0000016811902,0.00029423478],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9989184,0.0005559995,0.00015102662,0.00012630955,0.00015097017,0.00009727586],"domain_scores_gemma":[0.99784386,0.0007314663,0.00058564596,0.00014141781,0.0002213551,0.00047629638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029904793,0.00052166265,0.0017539564,0.0006719557,0.00041062813,0.0005688589,0.0004760846,0.00087116065,0.002818986],"category_scores_gemma":[0.002063304,0.00026451587,0.0012603994,0.0010048825,0.000594691,0.00077276456,0.00040964497,0.000733555,0.00030011407],"study_design_candidate":"nonrandomized_trial","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":[0.78952384,0.054187834,0.109820776,0.0015968062,0.0026044543,0.0005056555,0.0005242901,0.00033464204,0.0030577197,0.00017352542,0.00037729918,0.03729309],"study_design_scores_gemma":[0.12083332,0.667164,0.2048885,0.00017042184,0.002207868,0.00057932787,0.0009270567,0.00051683135,0.001239155,0.0001604072,0.0012399612,0.0000731319],"about_ca_topic_score_codex":0.00041356773,"about_ca_topic_score_gemma":0.00058930094,"teacher_disagreement_score":0.0029904793,"about_ca_system_score_codex":0.00042625258,"about_ca_system_score_gemma":0.0005060852,"threshold_uncertainty_score":0.015815377},"labels":[],"label_agreement":null},{"id":"W7122681618","doi":"10.69750/dmls.02.012.0177","title":"Association of Iron Deficiency Anemia with Cognitive and Physical Performance in Women Presenting with Heavy Menstrual Bleeding: A Cross-Sectional Study","year":2025,"lang":"","type":"article","venue":"Developmental medico-life-sciences","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"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":"Anemia; Iron-deficiency anemia; Iron deficiency; Ferritin; Cognition; Hemoglobin","score_opus":0.01809244799619862,"score_gpt":0.2986573049895916,"score_spread":0.28056485699339295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7122681618","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":[0.99932754,0.00021151442,0.000031541855,0.000032097832,0.000004253304,0.000011369901,0.00018718206,0.0000014153827,0.00019308814],"genre_scores_gemma":[0.9995741,0.00008631752,0.00005107428,0.00003439012,0.0000071111385,0.000010107852,0.00017334818,5.9150875e-7,0.00006288237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997335,0.000075296615,0.000035346795,0.000050539995,0.00005693408,0.000048341088],"domain_scores_gemma":[0.9989957,0.00020696984,0.00040378066,0.00006213335,0.00014996713,0.00018145038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080674945,0.0001939637,0.0003360153,0.0006269018,0.00040347961,0.00039506174,0.00030874988,0.0004078166,0.0008711469],"category_scores_gemma":[0.00174694,0.00028437583,0.0003351961,0.00077176746,0.00018072076,0.00029624393,0.00029315727,0.00044836407,0.00016388061],"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":[0.00004539311,0.000036998248,0.99947804,0.000005769435,0.00002752357,0.000032779382,0.000035116303,0.000005020198,0.00005438971,0.0000027237031,0.000032751264,0.00024347875],"study_design_scores_gemma":[0.0000050900057,0.00011598772,0.99947363,0.000004863049,0.00002263229,0.00013699682,0.00009881496,0.00006502457,0.000012848279,0.0000047531425,0.000057931647,0.0000014343566],"about_ca_topic_score_codex":0.005862203,"about_ca_topic_score_gemma":0.006939279,"teacher_disagreement_score":0.005862203,"about_ca_system_score_codex":0.00020286157,"about_ca_system_score_gemma":0.0002592304,"threshold_uncertainty_score":0.011656165},"labels":[],"label_agreement":null}]}