{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"60cf44714b90","filters":{"venue":"˜The œconsultant"}},"results":[{"id":"W2465761866","doi":"","title":"Subclinical hypothyroidism: When to treat, when to watch?","year":2004,"lang":"en","type":"article","venue":"˜The œconsultant","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Subclinical infection; Pregnancy; Anticipation (artificial intelligence); Pediatrics; Goiter; Internal medicine; Adverse effect; Thyroid; Endocrinology; Gastroenterology","authors":[{"name":"Vahab Fatourechi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02430430697953787,"gpt":0.2863614967165928,"spread":0.2620571897370549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008519613,0.0008847011,0.001551683,0.001147292,0.001457325,0.001615407,0.0007330176,0.006198471,0.01520378],"category_scores_gemma":[0.003801295,0.0002860667,0.0007445159,0.0003485348,0.0007855798,0.004127119,0.0006764537,0.005181384,0.005292224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731597,"about_ca_system_score_gemma":0.001792234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003509595,"about_ca_topic_score_gemma":0.008676654,"domain_scores_codex":[0.9995235,0.0001080972,0.00005543463,0.00006116049,0.0001348893,0.0001170031],"domain_scores_gemma":[0.9982224,0.0003396456,0.0001571291,0.00002967944,0.0002164304,0.001034736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001923116,0.001380261,0.03637499,0.001637094,0.0002830522,0.01951334,0.0005087387,0.0007300667,0.00442126,0.002753733,0.4867955,0.4436788],"study_design_scores_gemma":[0.003280507,0.00282338,0.1289949,0.01876942,0.001418199,0.09601776,0.01509718,0.004807001,0.005429548,0.05975854,0.6625007,0.001102902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04620994,0.1231853,0.007603854,0.7385389,0.02158364,0.0006571021,0.0007307066,0.0009671347,0.06052342],"genre_scores_gemma":[0.3410283,0.1713856,0.02835137,0.3188832,0.07442417,0.001165157,0.001318216,0.000228497,0.06321553],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01520378,"threshold_uncertainty_score":0.05086172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525948219","doi":"","title":"SARS: Would You Be Ready?","year":2003,"lang":"en","type":"article","venue":"˜The œconsultant","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Outbreak; Atypical pneumonia; China; Pneumonia; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Respiratory illness; Pediatrics; Family medicine; Virology; Respiratory system; Internal medicine; Disease; Infectious disease (medical specialty); Geography","authors":[{"name":"Majid Sadigh","is_ca":false},{"name":"Steven I. Aronin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09697568310584688,"gpt":0.402363683398985,"spread":0.3053880002931381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425105,0.0006611957,0.00051471,0.0004578734,0.002080948,0.002642157,0.0005357668,0.007338948,0.04498783],"category_scores_gemma":[0.007187592,0.0002412328,0.0003799887,0.0003274553,0.001076175,0.004069256,0.001434441,0.005475929,0.02494502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006881731,"about_ca_system_score_gemma":0.002001985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003072193,"about_ca_topic_score_gemma":0.006361388,"domain_scores_codex":[0.9994242,0.0001940994,0.00004488624,0.00006207737,0.0001554818,0.0001192902],"domain_scores_gemma":[0.9976723,0.0001782713,0.0001638408,0.00004735136,0.0007635762,0.001174729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006062959,0.00004691638,0.001838679,0.0001582555,0.000005382209,0.0003147998,0.0003905441,0.00001732567,0.0001747384,0.0008412972,0.9398453,0.05630608],"study_design_scores_gemma":[0.00004473927,0.0002375069,0.005520447,0.001030579,0.0000145886,0.001180384,0.005035994,0.00004042951,0.0001060865,0.002605638,0.9841483,0.00003539917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002134344,0.01772597,0.0002038671,0.910996,0.05182469,0.00003239995,0.0001779779,0.00009635422,0.01680843],"genre_scores_gemma":[0.02606121,0.04595687,0.0008761375,0.7438307,0.05133266,0.00008324774,0.0003852715,0.00007062125,0.1314032],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04498783,"threshold_uncertainty_score":0.1504993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2518888803","doi":"","title":"Travel risks: Which patients need specific guidance? Part 1, Immunization","year":2001,"lang":"en","type":"article","venue":"˜The œconsultant","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Measles; Typhoid fever; Vaccination; Immunization; Travel medicine; Hepatitis A; Booster (rocketry); Hepatitis A vaccine; Measles vaccine; Pediatrics; Environmental health; Family medicine; Immunology; Hepatitis; Virology; Antibody","authors":[{"name":"J. Paul Seale","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06108764780466961,"gpt":0.3016132173543314,"spread":0.2405255695496618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008579938,0.0008036504,0.001097855,0.0007825862,0.001842377,0.001247167,0.0006392478,0.005564732,0.04255132],"category_scores_gemma":[0.006798633,0.0003515083,0.0004206466,0.0004209747,0.0004846904,0.002439274,0.0008158222,0.002705339,0.01536082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000901973,"about_ca_system_score_gemma":0.00218148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006205569,"about_ca_topic_score_gemma":0.01325034,"domain_scores_codex":[0.9993699,0.0002860416,0.0001220137,0.00002905914,0.00008694333,0.0001060568],"domain_scores_gemma":[0.9977987,0.0005220084,0.0002536892,0.00006323236,0.0005469579,0.0008153924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006803643,0.0002283213,0.008028296,0.0003820382,0.00001071529,0.001096006,0.0003709118,0.0001397697,0.0003836655,0.0004275152,0.8726827,0.1161822],"study_design_scores_gemma":[0.0002462219,0.0005437994,0.05541226,0.006454339,0.00005985982,0.008675837,0.005638894,0.0007683262,0.000626551,0.006967944,0.9144611,0.0001449316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02279715,0.02995168,0.004893856,0.7863884,0.009801134,0.001945243,0.001705107,0.001407038,0.1411103],"genre_scores_gemma":[0.1805214,0.1225707,0.03082711,0.4316254,0.02039596,0.005997063,0.003860684,0.0004672857,0.2037345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04255132,"threshold_uncertainty_score":0.1423483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606190074","doi":"","title":"Teenager With One-Sided Facial Flushing and Progressive Vision Loss in Left Eye","year":2010,"lang":"en","type":"article","venue":"˜The œconsultant","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hemiparesis; Flushing; Orbit (dynamics); Surgery","authors":[{"name":"Lalitha Sivaswamy","is_ca":false},{"name":"Alexander K. C. Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008215366711393892,"gpt":0.2821248083512307,"spread":0.2739094416398368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001990658,0.0008521536,0.0005152104,0.001174031,0.002061743,0.0006168769,0.0004172848,0.001719214,0.004773459],"category_scores_gemma":[0.00142195,0.000595918,0.0004858004,0.0004605936,0.000590827,0.001243748,0.0005327648,0.002457111,0.001168145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281359,"about_ca_system_score_gemma":0.0007763803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069629,"about_ca_topic_score_gemma":0.009681832,"domain_scores_codex":[0.9997212,0.00003225919,0.0000256244,0.00005702696,0.00004923275,0.000114605],"domain_scores_gemma":[0.9995139,0.00007884583,0.00009057987,0.00002067972,0.00004775219,0.0002483038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005203026,0.0003563924,0.0606179,0.0000297674,0.00001825824,0.9309784,0.0007625533,0.00003716655,0.001298173,0.0003017115,0.002206133,0.003341566],"study_design_scores_gemma":[0.00001463391,0.0002283275,0.03128779,0.00003812749,0.00001679777,0.96516,0.0007693388,0.0001001898,0.0002663174,0.0001960547,0.001909092,0.00001340616],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772792,0.001766276,0.0008098223,0.004473958,0.0004586239,0.00008228902,0.0001876944,0.00009557654,0.01484652],"genre_scores_gemma":[0.9896061,0.001082054,0.0002852144,0.001820951,0.0001938872,0.00002278315,0.0000850122,0.00001997499,0.006884084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004773459,"threshold_uncertainty_score":0.01596886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3150008587","doi":"","title":"Subclinical hypothyroidism: Why wait to treat?","year":2004,"lang":"en","type":"article","venue":"˜The œconsultant","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Subclinical infection; Intensive care medicine; Pediatrics; Internal medicine","authors":[{"name":"Vahab Fatourechi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02239743006561638,"gpt":0.285492375993753,"spread":0.2630949459281366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004053797,0.0006301678,0.001453778,0.001076097,0.003634864,0.003876122,0.001309346,0.0137134,0.007976524],"category_scores_gemma":[0.0241299,0.0004645906,0.0008470672,0.0008423256,0.002396548,0.00620125,0.001582731,0.0165468,0.003846901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685771,"about_ca_system_score_gemma":0.007214827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00533087,"about_ca_topic_score_gemma":0.01138836,"domain_scores_codex":[0.9974376,0.0007448841,0.0003200447,0.0002448655,0.0006044193,0.0006481718],"domain_scores_gemma":[0.9792926,0.007780415,0.001816488,0.0003625333,0.003774414,0.006973511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006284348,0.0005879091,0.0427315,0.0008179936,0.0001550964,0.02653042,0.001821326,0.0003785283,0.001347047,0.01064675,0.6779302,0.2364248],"study_design_scores_gemma":[0.001287985,0.001316085,0.05146153,0.007295395,0.0006890824,0.1382109,0.02726671,0.002026301,0.001483271,0.09834901,0.6698812,0.0007325409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01186053,0.04389473,0.00234033,0.9128599,0.0177986,0.00003939449,0.00004627816,0.0001537566,0.01100653],"genre_scores_gemma":[0.2874045,0.05429057,0.007791151,0.5448264,0.09167331,0.0001545518,0.0001645159,0.0002764828,0.01341854],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0137134,"threshold_uncertainty_score":0.02668417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W53503211","doi":"","title":"Thyroid nodules and goiters : Current standards of care","year":2007,"lang":"en","type":"article","venue":"˜The œconsultant","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Thyroid nodules; Nodule (geology); Palpation; Fine-needle aspiration; Thyroidectomy; Malignancy; Radiology; Thyroid; Goiter; Biopsy; Internal medicine","authors":[{"name":"Marius N. Stan","is_ca":true},{"name":"Vahab Fatourechi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009209760633763522,"gpt":0.294115058621427,"spread":0.2849052979876635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101851,0.0003995607,0.000700392,0.001323078,0.001454093,0.00330887,0.002848483,0.004107954,0.01265845],"category_scores_gemma":[0.0239066,0.0002439721,0.000426832,0.001593623,0.001488287,0.001811907,0.002573442,0.003486923,0.009826686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182028,"about_ca_system_score_gemma":0.01250565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839768,"about_ca_topic_score_gemma":0.009887214,"domain_scores_codex":[0.9889525,0.002633164,0.001473608,0.0004139924,0.005946713,0.0005799207],"domain_scores_gemma":[0.9778863,0.003029921,0.001577406,0.00151516,0.0132206,0.002770746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007720761,0.0002390003,0.008355624,0.0013252,0.0000154993,0.0003620852,0.0004758063,0.0001790038,0.0007996392,0.009356418,0.4622091,0.5166054],"study_design_scores_gemma":[0.0000460236,0.00007850979,0.01703092,0.00283705,0.00003080399,0.002957411,0.0006196015,0.0003500612,0.0002820979,0.005679339,0.9700513,0.0000369242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0122803,0.1275906,0.03969653,0.5387722,0.01581412,0.001231551,0.001376283,0.0024742,0.2607642],"genre_scores_gemma":[0.2429605,0.229752,0.2133274,0.1594107,0.01823056,0.003178834,0.008149356,0.0008502624,0.1241403],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01265845,"threshold_uncertainty_score":0.05386454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}