{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3f45e21f7f5c","filters":{"venue":"Advances in Laboratory Medicine / Avances en Medicina de Laboratorio"}},"results":[{"id":"W3028809180","doi":"10.1515/almed-2020-0029","title":"Critical appraisal and meta-analysis of biological variation studies on glycosylated albumin, glucose and HbA<sub>1c</sub>","year":2020,"lang":"en","type":"article","venue":"Advances in Laboratory Medicine / Avances en Medicina de Laboratorio","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada","funders":"Sociedad Española de Medicina de Laboratorio; Roche Diagnostics; Siemens Healthineers","keywords":"Critical appraisal; Checklist; Meta-analysis; Meta-regression; Internal medicine; Medicine; Statistics; Biology; Mathematics; Pathology","authors":[{"name":"Carmen Ricós","is_ca":false},{"name":"Pilar Fernández–Calle","is_ca":false},{"name":"Elisabet González-Lao","is_ca":false},{"name":"Margarida Simón","is_ca":false},{"name":"Jorge Díaz–Garzón","is_ca":false},{"name":"Beatriz Boned","is_ca":false},{"name":"Fernándo Marqués-García","is_ca":false},{"name":"Joana Minchinela","is_ca":false},{"name":"Maria Carmen Perich","is_ca":false},{"name":"Xavier Tejedor-Ganduxé","is_ca":false},{"name":"Zoraida Corte","is_ca":false},{"name":"Aasne K. Aarsand","is_ca":false},{"name":"Berna Aslan","is_ca":true},{"name":"Anna Carobene","is_ca":false},{"name":"Abdurrahman Coşkun","is_ca":false},{"name":"Sverre Sandberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09500638862094866,"gpt":0.4370124804930242,"spread":0.3420060918720755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2289375,0.005743914,0.0221529,0.02205824,0.001911312,0.007084874,0.005462872,0.004913799,0.005206292],"category_scores_gemma":[0.4748293,0.003525847,0.03455959,0.01266782,0.003014229,0.004140359,0.003528842,0.003486965,0.000652611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145081,"about_ca_system_score_gemma":0.01994822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00526635,"about_ca_topic_score_gemma":0.007806207,"domain_scores_codex":[0.6827444,0.181545,0.09482078,0.009678873,0.0293733,0.001837597],"domain_scores_gemma":[0.4829359,0.3745018,0.07405683,0.0140726,0.05237302,0.002059757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001289027,0.00001937144,0.00181284,0.8313811,0.1371366,0.0001880683,0.0004006727,0.0006454552,0.0003032431,0.000528745,0.003955569,0.02233936],"study_design_scores_gemma":[0.002785137,0.0005917037,0.005551504,0.4083367,0.5591168,0.0002609525,0.0003760721,0.001452693,0.0009436917,0.003717008,0.01667118,0.0001966062],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003866876,0.9509999,0.01351575,0.0041977,0.003324826,0.01983256,0.002939825,0.0002110537,0.001111537],"genre_scores_gemma":[0.2079098,0.6012686,0.07373293,0.008110188,0.003454636,0.1007011,0.003213583,0.0003339697,0.001275105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2289375,"threshold_uncertainty_score":0.9508573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082910282","doi":"10.1515/almed-2020-0040","title":"Evaluación crítica y meta-análisis de estudios de variación biológica para albúmina glicosilada, glucosa y HbA<sub>1c</sub>","year":2020,"lang":"es","type":"article","venue":"Advances in Laboratory Medicine / Avances en Medicina de Laboratorio","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Carmen Ricós","is_ca":false},{"name":"Pilar Fernández–Calle","is_ca":false},{"name":"Elisabet González-Lao","is_ca":false},{"name":"Margarida Simón","is_ca":false},{"name":"Jorge Díaz–Garzón","is_ca":false},{"name":"Beatriz Boned","is_ca":false},{"name":"Fernándo Marqués-García","is_ca":false},{"name":"Joana Minchinela","is_ca":false},{"name":"Maria Carmen Perich","is_ca":false},{"name":"Xavier Tejedor-Ganduxé","is_ca":false},{"name":"Zoraida Corte","is_ca":false},{"name":"Aasne K. Aarsand","is_ca":false},{"name":"Berna Aslan","is_ca":true},{"name":"Anna Carobene","is_ca":false},{"name":"Abdurrahman Coşkun","is_ca":false},{"name":"Sverre Sandberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02950613310772177,"gpt":0.3453670211682576,"spread":0.3158608880605359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.3871716,0.003093492,0.006261565,0.01105557,0.00147275,0.008582029,0.003939135,0.002636946,0.00378502],"category_scores_gemma":[0.5813979,0.002286398,0.0157424,0.009447434,0.003754313,0.004087068,0.003474496,0.003347021,0.0006032065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007961457,"about_ca_system_score_gemma":0.01684392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00638869,"about_ca_topic_score_gemma":0.00916227,"domain_scores_codex":[0.5336933,0.3439161,0.07366893,0.009989,0.0373385,0.001394186],"domain_scores_gemma":[0.2024926,0.65428,0.06012786,0.02195652,0.05971275,0.001430353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006310476,0.0002339101,0.05614094,0.3841778,0.2188658,0.0003244316,0.004191104,0.004504271,0.001219554,0.006894096,0.01380421,0.3033333],"study_design_scores_gemma":[0.003282135,0.003292192,0.06141067,0.3761151,0.4157631,0.0007458379,0.002694225,0.004611021,0.004954179,0.02130132,0.1053728,0.0004575437],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02176261,0.8934817,0.04737065,0.01848174,0.003180124,0.005860378,0.003187551,0.0003286372,0.00634663],"genre_scores_gemma":[0.5294201,0.326052,0.09643346,0.0166417,0.00316283,0.02249453,0.002872451,0.0004487239,0.002474137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9937384,"threshold_uncertainty_score":0.7557265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}