{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":43,"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":"d963199f2e5e","filters":{"venue":"Clinics in Laboratory Medicine"}},"results":[{"id":"W2076998950","doi":"10.1016/j.cll.2010.02.002","title":"The Platelet Storage Lesion","year":2010,"lang":"en","type":"article","venue":"Clinics in Laboratory Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Canadian Blood Services","funders":"","keywords":"Platelet; Lesion; Platelet transfusion; Medicine; Biomedical engineering; Pathology; Immunology","authors":[{"name":"Dana V. Devine","is_ca":true},{"name":"Katherine Serrano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02718999913493171,"gpt":0.3445867064519549,"spread":0.3173967073170232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009495,0.0001409811,0.0002970254,0.0001101574,0.0001270857,0.000008526128,0.0001728765,0.0001524797,0.0003440292],"category_scores_gemma":[0.0007947561,0.00008292547,0.00003816263,0.0004555165,0.0003527703,0.00004090284,0.00004127289,0.0009620871,0.00006996196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002043456,"about_ca_system_score_gemma":0.0001291008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125589,"about_ca_topic_score_gemma":0.0002106468,"domain_scores_codex":[0.9985919,0.00006287563,0.0004937819,0.0002556837,0.0003518593,0.0002439242],"domain_scores_gemma":[0.9986025,0.0003695654,0.00008530413,0.0006184866,0.0001483483,0.0001757672],"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":[0.002170944,0.002076583,0.05540134,0.0005822368,0.0003090273,0.002353392,0.003381961,0.00001288963,0.06706682,0.1215829,0.2859953,0.4590665],"study_design_scores_gemma":[0.004136598,0.0003499481,0.03277485,0.0001238166,0.00004066645,0.000009515485,0.0004196984,0.0001021877,0.0004774247,0.0005701233,0.9608915,0.0001036659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580185,0.001067564,0.0001048114,0.02504654,0.004320569,0.0006526773,0.000004642117,0.0001028744,0.01068184],"genre_scores_gemma":[0.9888151,0.002187033,0.000206848,0.006547076,0.0007702669,0.00002914301,0.00001271088,0.00002870397,0.001403094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6748962,"threshold_uncertainty_score":0.4179843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161013445","doi":"10.1016/j.cll.2004.05.008","title":"Major factors affecting the emergence and re-emergence of infectious diseases","year":2004,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Medicine; Virology; Intensive care medicine; Biology","authors":[{"name":"Deirdre L. Church","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08093880162199278,"gpt":0.4471240094368577,"spread":0.3661852078148649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001909845,0.0004413899,0.002841344,0.0003321979,0.00009340297,0.000004165802,0.0002954317,0.0003301915,0.0003160984],"category_scores_gemma":[0.01158731,0.0002518007,0.0002377378,0.001048568,0.00112035,0.00006216484,0.0001758163,0.001295239,0.000007112045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008507177,"about_ca_system_score_gemma":0.0006657784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010293,"about_ca_topic_score_gemma":0.00009749621,"domain_scores_codex":[0.9960204,0.0008333205,0.001664609,0.0005757986,0.000384801,0.0005210878],"domain_scores_gemma":[0.9970644,0.0009859017,0.0007027412,0.0006582774,0.0002298803,0.0003588768],"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":[0.0002223459,0.0006599161,0.2482664,0.1240743,0.0009726158,0.0006280142,0.001236954,0.000005490571,0.00001674931,0.0004236824,0.01056447,0.612929],"study_design_scores_gemma":[0.006061399,0.008043694,0.03027532,0.2001,0.00411298,0.0001953152,0.004303044,0.00002620577,0.000003445178,0.0007820876,0.7450707,0.001025793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006905564,0.9905744,0.00002345091,0.0002548591,0.0009541943,0.001014386,0.0001144987,0.00003583383,0.0001228469],"genre_scores_gemma":[0.01373702,0.9853551,0.00004084213,0.0001802845,0.0004613101,0.000054026,0.00008805672,0.00004989825,0.00003345424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7345062,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981812104","doi":"10.1016/j.cll.2006.07.002","title":"Lipoprotein(a): A Unique Risk Factor for Cardiovascular Disease","year":2006,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute","keywords":"Medicine; Cochrane Library; Internal medicine; Adiponectin; Strictly standardized mean difference; Meta-analysis; Confidence interval; Randomized controlled trial; Relative risk; Gastroenterology; Endocrinology; Obesity; Insulin resistance","authors":[{"name":"Erdembileg Anuurad","is_ca":false},{"name":"Michael B. Boffa","is_ca":true},{"name":"Marlys L. Koschinsky","is_ca":true},{"name":"Lars Berglund","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05276721518130142,"gpt":0.3675027270482303,"spread":0.3147355118669288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002204668,0.0009243654,0.005169675,0.0007055236,0.0001216545,0.00001755488,0.0003784846,0.0007024134,0.0001746324],"category_scores_gemma":[0.007682688,0.0006843626,0.00201773,0.001187252,0.0004435536,0.0001153867,0.00006262132,0.0009732221,0.00003740164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603672,"about_ca_system_score_gemma":0.003362579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008499296,"about_ca_topic_score_gemma":0.00002464738,"domain_scores_codex":[0.9944045,0.0006202752,0.002412827,0.001112012,0.0008383756,0.0006120009],"domain_scores_gemma":[0.9943551,0.001000669,0.000990478,0.002060619,0.0007704968,0.0008225769],"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":[0.0001478286,0.0002746152,0.0002551065,0.03846265,0.001647107,0.0002317271,0.00006212315,0.00001158542,8.082556e-8,0.0005215597,0.00339213,0.9549935],"study_design_scores_gemma":[0.003096735,0.0002075581,0.0006518382,0.01950662,0.01680525,0.000006736885,0.00002060947,0.00002258515,2.883991e-7,0.0003239536,0.9587952,0.0005626543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008119959,0.9876741,0.0006945807,0.00007492072,0.001510568,0.005757746,0.003747619,0.0001746886,0.0002845818],"genre_scores_gemma":[0.00003096499,0.9890582,0.0005867661,0.000252242,0.006086313,0.001461356,0.001543822,0.00022263,0.0007577143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.955403,"threshold_uncertainty_score":0.9995608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004228489","doi":"10.1016/s0272-2712(03)00068-4","title":"Artifacts that may be present on a blood film","year":2002,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Penticton Regional Hospital; University of British Columbia","funders":"","keywords":"Spurious relationship; Blood film; Hematology analyzer; Blood smear; Medicine; Hematology; Internal medicine; Radiology; Pathology; Computer science; Machine learning","authors":[{"name":"Bakul I. Dalal","is_ca":true},{"name":"Malcolm L. Brigden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2021662889760098,"gpt":0.434695397936999,"spread":0.2325291089609891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001056039,0.0007749278,0.004302488,0.0004509655,0.00005795631,0.00001459067,0.0003534001,0.001186857,0.002219223],"category_scores_gemma":[0.009577952,0.0004971221,0.0003563222,0.001066948,0.0004750854,0.00004049615,0.0001097255,0.001988144,0.0004508249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009849161,"about_ca_system_score_gemma":0.0004985894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005303589,"about_ca_topic_score_gemma":0.000005718631,"domain_scores_codex":[0.9954243,0.000399708,0.001753032,0.000930728,0.0008430097,0.0006492469],"domain_scores_gemma":[0.9929898,0.004353564,0.0006049115,0.001249913,0.0001924557,0.0006093227],"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":[0.0001576384,0.006527146,0.002747901,0.05579509,0.0008290489,0.01045053,0.0003519013,0.000004114009,1.975037e-7,0.004497956,0.3426936,0.5759449],"study_design_scores_gemma":[0.002186571,0.00188642,0.00005496329,0.04154906,0.001829687,0.00004648526,0.00008218771,0.00001211793,0.000001174476,0.0001138098,0.9518347,0.0004028631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001483666,0.982884,0.000003151805,0.002244127,0.0009812006,0.001674274,0.0001298732,0.000108839,0.01182617],"genre_scores_gemma":[0.000169523,0.9921419,0.00008764421,0.00505056,0.0008537515,0.0001958269,0.0002785873,0.0001080841,0.001114132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6091411,"threshold_uncertainty_score":0.9997481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116167473","doi":"10.1016/j.cll.2020.10.009","title":"Hemolytic Disease of the Fetus and Newborn","year":2020,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital; Canada Research Chairs; Hospital for Sick Children","funders":"","keywords":"Asymptomatic; Medicine; Fetus; Disease; Pregnancy; Blood transfusion; Obstetrics; Pediatrics; Intensive care medicine; Immunology; Surgery; Internal medicine; Biology","authors":[{"name":"Melanie E. Jackson","is_ca":true},{"name":"Jillian M. Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05215150683762326,"gpt":0.4104672375884511,"spread":0.3583157307508278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005414971,0.000322027,0.001997418,0.00007784867,0.00003100004,0.000002141506,0.0002325798,0.0003123213,0.00004769727],"category_scores_gemma":[0.002560423,0.0001797696,0.0001525087,0.000877363,0.0005660018,0.00001530224,0.0001341557,0.001042999,0.000007566133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023796,"about_ca_system_score_gemma":0.002678202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004146995,"about_ca_topic_score_gemma":0.000001732899,"domain_scores_codex":[0.9976712,0.0001284528,0.001172029,0.0004350432,0.0003610088,0.0002322945],"domain_scores_gemma":[0.99761,0.0004793886,0.0004910514,0.0006781947,0.0001247329,0.0006166179],"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":[0.0001093079,0.00008330154,0.000658462,0.1102027,0.00004610967,0.0002863492,0.00004447531,6.681951e-9,0.000001561983,0.00008132536,0.002438713,0.8860477],"study_design_scores_gemma":[0.0009935526,0.0001523446,0.000290463,0.04212639,0.0008461588,0.00002209396,0.00003709854,0.000003655454,0.000002167982,0.00005570196,0.9553487,0.0001217293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002891526,0.9960245,7.03607e-7,0.001781891,0.0005553042,0.0008404462,0.0001678561,0.00001764147,0.0003225192],"genre_scores_gemma":[0.0002740471,0.9966542,0.0000550396,0.00188376,0.0008101783,0.00002597158,0.00006851523,0.00004001714,0.0001882995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9529099,"threshold_uncertainty_score":0.7330791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2190432664","doi":"10.1016/j.cll.2013.03.013","title":"Beyond Identification","year":2013,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Clinical microbiology; Identification (biology); Matrix-assisted laser desorption/ionization; Mass spectrometry; Microbiology; Urinary system; Computational biology; Medicine; Chromatography; Biology; Chemistry; Internal medicine; Desorption","authors":[{"name":"Mari L. DeMarco","is_ca":true},{"name":"Bradley Ford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06254752974660027,"gpt":0.3986996584485291,"spread":0.3361521287019288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001579538,0.0002975877,0.0008908793,0.0001601307,0.00004806318,0.00003155675,0.0004179418,0.0005836918,0.0001892835],"category_scores_gemma":[0.002539771,0.0002532248,0.0001194705,0.0004348132,0.0001947877,0.000006125497,0.00009750082,0.0003530782,0.0002200636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004640234,"about_ca_system_score_gemma":0.0003504971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005960384,"about_ca_topic_score_gemma":0.00001846243,"domain_scores_codex":[0.9971815,0.0003779538,0.001405658,0.0006693213,0.0001564937,0.0002090734],"domain_scores_gemma":[0.9978859,0.0001194836,0.0006204055,0.000981993,0.0002836453,0.0001085317],"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":[0.000005696731,0.0001201135,0.0001314442,0.004968325,0.00007066131,0.000004557631,0.00005628529,2.563354e-7,0.002705019,0.0004201449,0.02030034,0.9712172],"study_design_scores_gemma":[0.0002076157,0.0000613781,0.0000733224,0.001485756,0.0001040314,0.000002653214,0.00003493874,0.00000219934,0.00002126263,0.000105299,0.9976694,0.0002321638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005296009,0.996262,0.00002999114,0.00005507955,0.001885543,0.000649125,0.00004970543,0.00002215393,0.0005168146],"genre_scores_gemma":[0.0001107552,0.9954534,0.000124174,0.0001775478,0.001272452,0.0001461836,0.001440926,0.00005285926,0.001221734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.977369,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167830683","doi":"10.1016/j.cll.2006.07.007","title":"Apolipoprotein A1 and B","year":2006,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Apolipoprotein B; Lipoprotein; Medicine; Internal medicine; Apolipoprotein C2; Cholesterol; Lipoprotein(a); Endocrinology; Very low-density lipoprotein","authors":[{"name":"Allan D. Sniderman","is_ca":true},{"name":"Santica M. Marcovina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0559453600169334,"gpt":0.3968886133988093,"spread":0.3409432533818759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003488702,0.0006230136,0.004757294,0.000553067,0.00006408407,0.00001153848,0.0001847236,0.0009261622,0.00008241933],"category_scores_gemma":[0.0009281909,0.0004397035,0.0003747929,0.001170244,0.0004379948,0.00005079171,0.0000980581,0.00163378,0.00004794975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711755,"about_ca_system_score_gemma":0.00150635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001892002,"about_ca_topic_score_gemma":0.00004722424,"domain_scores_codex":[0.995687,0.0004324343,0.00180747,0.0008470388,0.0007078252,0.0005182293],"domain_scores_gemma":[0.9972788,0.0002846764,0.0004824669,0.001350772,0.000203065,0.0004002239],"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":[0.00001361171,0.00008817091,0.000086052,0.03501762,0.0001562028,0.0004101896,0.0000273265,4.963679e-8,1.430535e-7,0.0004220154,0.002365546,0.9614131],"study_design_scores_gemma":[0.001862279,0.0003801661,0.0001239933,0.03380833,0.001380913,0.0001441898,0.00002869755,0.000002216991,2.145953e-7,0.00008141885,0.9618554,0.0003321404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000087111,0.9942207,0.00001614097,0.0002702132,0.0007334841,0.002285122,0.00005550645,0.00008084679,0.002250926],"genre_scores_gemma":[0.0000161851,0.9943255,0.0003040448,0.0006922194,0.003538468,0.0002357724,0.0002187474,0.0001326512,0.0005364758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9610809,"threshold_uncertainty_score":0.9998055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321994088","doi":"10.1016/j.cll.2016.01.013","title":"Aspirin for the Prevention of Preeclampsia and Intrauterine Growth Restriction","year":2016,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Wilfrid Laurier University","funders":"","keywords":"Preeclampsia; Medicine; Intrauterine growth restriction; Aspirin; Pregnancy; Obstetrics; Gestation; Placenta; Uterine artery; Gynecology; Fetus; Internal medicine","authors":[{"name":"Stéphanie Roberge","is_ca":true},{"name":"Anthony Odibo","is_ca":false},{"name":"Emmanuel Bujold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0904970902474679,"gpt":0.4150087071042257,"spread":0.3245116168567578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001916018,0.0003516478,0.00198524,0.0002496124,0.00006977873,0.000003802106,0.0001876429,0.0003985645,0.000020358],"category_scores_gemma":[0.00206152,0.0001818493,0.0001867457,0.0005403425,0.000524141,0.00006683489,0.00009805843,0.0004818806,0.000002392378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007451663,"about_ca_system_score_gemma":0.0003829043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004457939,"about_ca_topic_score_gemma":0.00001058756,"domain_scores_codex":[0.9974743,0.000240082,0.001372451,0.0004343763,0.0002433643,0.0002354129],"domain_scores_gemma":[0.995733,0.002590194,0.0007629047,0.0005613921,0.0002729154,0.00007960272],"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":[0.0001565899,0.00009980905,0.0004075837,0.03977878,0.0004300076,0.00001028015,0.0001390327,3.047704e-8,0.000002153317,0.01000723,0.001652159,0.9473163],"study_design_scores_gemma":[0.002201393,0.001110036,0.0006065555,0.0977189,0.001695923,0.00001395682,0.000048499,0.000003857072,0.000003094819,0.004589855,0.8918311,0.0001768096],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005934528,0.9950752,0.0004750104,0.000603099,0.0009125319,0.002368497,0.0001001396,0.0000307114,0.0003755167],"genre_scores_gemma":[0.0001686741,0.9979357,0.0002667268,0.0000991064,0.0008542688,0.0004696868,0.00006089712,0.00004576645,0.00009914778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9471396,"threshold_uncertainty_score":0.7415602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998872982","doi":"10.1016/j.cll.2010.10.001","title":"The Diagnostic Assessment of Canine Lymphoma: Implications for Treatment","year":2011,"lang":"en","type":"article","venue":"Clinics in Laboratory Medicine","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Lymphoma; Canine Lymphoma; Medicine; Chemotherapy; Lineage (genetic); Cell lineage; Cancer; Pathology; Oncology; Cancer research; Internal medicine; Biology; Gene; Cellular differentiation","authors":[{"name":"Dorothee Bienzle","is_ca":true},{"name":"William Vernau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1627616167824108,"gpt":0.4894383493587909,"spread":0.3266767325763801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137572,0.000136116,0.0004865243,0.0001168635,0.00009964556,0.000001711213,0.0001816776,0.000110647,0.00007205697],"category_scores_gemma":[0.002992979,0.00008202278,0.00005279522,0.0004040464,0.0006284644,0.00002841886,0.00003970628,0.00009254829,0.000003202982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000325319,"about_ca_system_score_gemma":0.001145271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004238826,"about_ca_topic_score_gemma":0.0001288471,"domain_scores_codex":[0.9985343,0.0001270178,0.0006556151,0.0002500429,0.0001526149,0.0002804094],"domain_scores_gemma":[0.9944494,0.004087143,0.0001783511,0.0006507241,0.0004848097,0.0001495279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006488874,0.002202465,0.9484349,0.0001501613,0.0002379786,0.00008888043,0.0009559152,0.000002230681,0.003005505,0.01244492,0.004157847,0.02767032],"study_design_scores_gemma":[0.007300959,0.009902079,0.9590594,0.0001279734,0.0001636587,0.00004219075,0.0004527761,0.0001418121,0.0001049716,0.001015278,0.02161035,0.00007857032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780678,0.002666346,0.0005141713,0.01047405,0.0007107174,0.002406852,0.0001082489,0.00004084503,0.00501094],"genre_scores_gemma":[0.993181,0.00215028,0.002887382,0.0003731193,0.0002354724,0.0008203773,0.00003483081,0.00002648987,0.000291051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02759175,"threshold_uncertainty_score":0.3583092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W159279954","doi":"10.1016/s0272-2712(18)30065-9","title":"Statistical Issues in Human Papillomavirus Testing and Screening","year":2000,"lang":"en","type":"article","venue":"Clinics in Laboratory Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Cervical cancer; Medicine; Human papillomavirus; Cervical cancer screening; Research design; Statistical hypothesis testing; Medical physics; Gynecology; Cancer; Statistics; Internal medicine","authors":[{"name":"Eduardo L. Franco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09978995691885227,"gpt":0.4624568045137979,"spread":0.3626668475949456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001617731,0.0001432945,0.0005232029,0.0001871324,0.00005851878,0.000009762321,0.00008346781,0.0001251995,0.007048789],"category_scores_gemma":[0.00333405,0.0001194339,0.00001228039,0.0007494766,0.000454756,0.00005840409,0.00003946545,0.000730641,0.00001709222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005861453,"about_ca_system_score_gemma":0.000112146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004218372,"about_ca_topic_score_gemma":0.0002070287,"domain_scores_codex":[0.9981615,0.0001423364,0.000603918,0.0003590783,0.0003871612,0.0003460033],"domain_scores_gemma":[0.9979171,0.001379474,0.00003764536,0.0002476189,0.0001575423,0.0002606254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000271424,0.0001625522,0.7244985,0.0002079969,0.00001163678,0.0005292115,0.0004680599,0.000005440149,0.0003629552,0.0007863363,0.001131318,0.2715646],"study_design_scores_gemma":[0.003492112,0.0008792345,0.9798674,0.0005075172,0.00002214136,0.000008114243,0.0003053288,0.0005946078,0.00002453491,0.001079418,0.01308612,0.0001334737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700643,0.005166353,0.0000244355,0.001603302,0.00007132357,0.0003358787,0.00001897238,0.00005045302,0.02266498],"genre_scores_gemma":[0.9941804,0.001059158,0.001926651,0.001757361,0.0005702737,0.00002020067,0.0000149772,0.00002821275,0.0004428006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2714311,"threshold_uncertainty_score":0.9938589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064005136","doi":"10.1016/j.cll.2014.08.007","title":"Review of the Emerging Treatment of Clostridium difficile Infection with Fecal Microbiota Transplantation and Insights into Future Challenges","year":2014,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; McMaster University Medical Centre; McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Clostridium difficile; Colonoscopy; Medicine; Fecal bacteriotherapy; Enema; Transplantation; Intensive care medicine; Population; Vancomycin; Barium enema; Surgery; Internal medicine; Microbiology; Antibiotics; Colorectal cancer","authors":[{"name":"Zain Kassam","is_ca":false},{"name":"Christine H. Lee","is_ca":true},{"name":"Richard H. Hunt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04418831369358676,"gpt":0.37696106800579,"spread":0.3327727543122032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000831257,0.0005491255,0.003281178,0.0003993066,0.00006443887,0.000003464092,0.0001736968,0.0004820406,0.00003433705],"category_scores_gemma":[0.0002790053,0.0002885529,0.0002778322,0.001222863,0.0005316424,0.00003637842,0.00004328945,0.0006652992,0.000002265752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000266142,"about_ca_system_score_gemma":0.000867905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004894024,"about_ca_topic_score_gemma":0.0001438287,"domain_scores_codex":[0.9963539,0.0006300738,0.001659082,0.0005875969,0.0005011354,0.00026822],"domain_scores_gemma":[0.9970723,0.0005744568,0.0009138453,0.0008323298,0.0004549101,0.0001520987],"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":[0.0002035875,0.0006452909,0.00010088,0.479363,0.0003686296,0.0000369232,0.001104065,3.543227e-7,0.0002890667,0.0001629721,0.0003467907,0.5173784],"study_design_scores_gemma":[0.002148896,0.002224158,0.00009102319,0.2462547,0.002459353,0.0000552711,0.0001359669,0.000002896627,0.0007675074,0.000005444138,0.7456368,0.0002179684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01477505,0.9817973,0.000001904347,0.0009244549,0.0004566855,0.00183297,0.00004685713,0.00001726786,0.0001475373],"genre_scores_gemma":[0.001162852,0.9977005,0.00002529431,0.00009285229,0.0006716238,0.00008942319,0.0001719217,0.00006284089,0.00002267777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.74529,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036852075","doi":"10.1016/j.cll.2014.06.015","title":"The Influence of Various Patient Characteristics on D-dimer Concentration in Critically Ill Patients and Its Role as a Prognostic Indicator in the Intensive Care Unit Setting","year":2014,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"D-dimer; Intensive care unit; Medicine; Critically ill; Population; Renal function; Dimer; Mortality rate; Internal medicine; Intensive care medicine; Chemistry","authors":[{"name":"Jenna Spring","is_ca":true},{"name":"Anne Winkler","is_ca":false},{"name":"Jerrold H. Levy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0308373848918228,"gpt":0.3976232115499511,"spread":0.3667858266581283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002406257,0.000422192,0.001702731,0.0003445001,0.00008032485,0.0000185798,0.0004244029,0.0004805573,0.00001086868],"category_scores_gemma":[0.1077059,0.0002390816,0.00006276352,0.001035917,0.0006683674,0.00006081447,0.0001395879,0.002323052,0.00001767012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312579,"about_ca_system_score_gemma":0.00162424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001523853,"about_ca_topic_score_gemma":0.0000125192,"domain_scores_codex":[0.9944067,0.001484476,0.002128983,0.0005361926,0.0009542325,0.0004894116],"domain_scores_gemma":[0.9867276,0.006138839,0.0009016758,0.0006541976,0.005336554,0.0002411145],"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":[0.001129744,0.001152005,0.2939889,0.03552495,0.0003020206,0.0007469627,0.03487175,0.000001724303,0.00001690112,0.00165179,0.001516059,0.6290972],"study_design_scores_gemma":[0.007857444,0.0116217,0.1367741,0.1225764,0.001360397,0.0000407978,0.0162663,0.0001588656,0.000009589792,0.0001264276,0.7023218,0.0008862939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4800939,0.5131176,3.421708e-7,0.001345725,0.0003020861,0.004614653,0.0003618712,0.00001367292,0.0001501872],"genre_scores_gemma":[0.3193135,0.6692586,0.00001189544,0.01029541,0.0001505346,0.0004228606,0.0004834072,0.0000596759,0.000004108652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7008057,"threshold_uncertainty_score":0.9999786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175377502","doi":"10.1016/j.cll.2015.07.003","title":"Methods to Prevent Tick Bites and Lyme Disease","year":2015,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Department of National Defence; Public Health Agency of Canada","funders":"Ministère de la Défense Nationale; Public Health Agency of Canada","keywords":"Lyme disease; Borrelia burgdorferi; Tick; Medicine; Transmission (telecommunications); Disease; LYME; Tick-borne disease; Immunology; Borrelia; Virology; Internal medicine; Antibody","authors":[{"name":"Nicholas H. Ogden","is_ca":true},{"name":"L. Robbin Lindsay","is_ca":true},{"name":"Steven W. Schofield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06908473865702848,"gpt":0.4473400129974244,"spread":0.3782552743403959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003101381,0.0005803593,0.002631318,0.0005435742,0.00006475537,0.00001068364,0.0003892784,0.0006193877,0.0002905838],"category_scores_gemma":[0.007220884,0.0004372639,0.0001539198,0.0008745333,0.0005491381,0.00005734738,0.0002708453,0.0008091116,0.0004382014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054136,"about_ca_system_score_gemma":0.001400907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377715,"about_ca_topic_score_gemma":0.00001633052,"domain_scores_codex":[0.9949166,0.002418167,0.00132386,0.0008200764,0.00008062712,0.0004407096],"domain_scores_gemma":[0.9960735,0.002046744,0.0004538312,0.000870381,0.0002713446,0.0002842349],"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":[0.0000746825,0.0005845526,0.0005801017,0.007247082,0.0005775751,0.0001083731,0.0002365286,5.583843e-7,0.00002861534,0.0006928285,0.03970451,0.9501646],"study_design_scores_gemma":[0.0006756841,0.0003488181,0.0001150031,0.007361698,0.001463341,0.00001474382,0.00004075269,3.22629e-7,0.000005239236,0.0002943561,0.989273,0.0004070356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002211127,0.9949741,0.00003344045,0.0001442655,0.002849407,0.001164455,0.0003227563,0.0001066394,0.000183789],"genre_scores_gemma":[0.00002516851,0.9973522,0.0002615053,0.0009110962,0.0003555536,0.00028013,0.0002823927,0.00008486188,0.0004470725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9497576,"threshold_uncertainty_score":0.9998079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089847646","doi":"10.1016/j.cll.2020.08.003","title":"Clinical Pathogen Genomics","year":2020,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Department of Pathology and Laboratory Medicine, University of North Carolina School of Medicine; Medical Center, University of Rochester","keywords":"Metagenomics; Genomics; Whole genome sequencing; DNA sequencing; Computational biology; Infectious disease (medical specialty); Biology; Genome; Medicine; Disease; Genetics; Gene; Pathology","authors":[{"name":"R. Andrew Cameron","is_ca":false},{"name":"Jessica L. Bohrhunter","is_ca":false},{"name":"Samantha Taffner","is_ca":false},{"name":"Adel Malek","is_ca":true},{"name":"Nicole Pecora","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06960159214589208,"gpt":0.4049854087978636,"spread":0.3353838166519715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001739955,0.0005503515,0.002444393,0.00009566177,0.00005239599,0.000009153511,0.0006544816,0.0008910822,0.00002084163],"category_scores_gemma":[0.001343732,0.0004525371,0.000390711,0.0003678131,0.0004047558,4.951798e-7,0.0004160956,0.0007250166,0.00006296978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005146243,"about_ca_system_score_gemma":0.001152173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001658083,"about_ca_topic_score_gemma":0.00001260955,"domain_scores_codex":[0.9959398,0.0005556999,0.001969609,0.001009516,0.0001655045,0.0003598521],"domain_scores_gemma":[0.9978372,0.0002496186,0.0006370416,0.0008756222,0.000147171,0.0002533542],"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":[0.00002884767,0.00009172079,0.0006302307,0.002043518,0.0004030873,0.00009076626,0.00005377948,0.00000114047,0.00010616,0.0001079228,0.008808275,0.9876345],"study_design_scores_gemma":[0.0005955676,0.0005356502,0.0000604926,0.001113793,0.0003762058,0.000006828666,0.00004049856,0.000002012749,0.000001430716,0.00005577555,0.9967963,0.0004154987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003498741,0.996023,0.0000203636,0.00009789101,0.002028995,0.0005887778,0.0003349532,0.000007078905,0.0005490503],"genre_scores_gemma":[0.00003693437,0.9935517,0.0004816942,0.0009319348,0.004392175,0.00006626735,0.0003367908,0.0001117,0.00009085508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987988,"threshold_uncertainty_score":0.9997926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180000252","doi":"10.1016/j.cll.2011.03.006","title":"Melanoma Margin Assessment","year":2011,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Melanoma; Margin (machine learning); Medicine; Cancer research; Computer science; Machine learning","authors":[{"name":"Martin J. Trotter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08583406876859029,"gpt":0.4145867446796807,"spread":0.3287526759110904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001816694,0.0006551287,0.003470575,0.000925283,0.00005402559,0.00001106365,0.0003232483,0.0006587882,0.00257504],"category_scores_gemma":[0.0004673461,0.0004875633,0.0003241529,0.001195239,0.0002603957,0.00004312765,0.0001511064,0.001592319,0.0004018473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568812,"about_ca_system_score_gemma":0.001002173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001635436,"about_ca_topic_score_gemma":0.00002380249,"domain_scores_codex":[0.9959788,0.0003663989,0.001911919,0.0008277455,0.0004524085,0.0004626939],"domain_scores_gemma":[0.9971458,0.0003887278,0.0006818358,0.001224305,0.0001928991,0.0003664318],"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":[0.00004323084,0.0003385329,0.0001389361,0.01613484,0.0003389608,0.001725291,0.00008256095,5.539077e-8,4.094493e-7,0.002498729,0.01482679,0.9638717],"study_design_scores_gemma":[0.001372373,0.0008680777,0.00009492461,0.01930666,0.001660876,0.0001896937,0.0001030958,0.000005770059,1.767879e-7,0.00007554338,0.9759468,0.0003760231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001731934,0.9552661,0.00003351197,0.0001631121,0.003214224,0.001753768,0.00003133366,0.0001504923,0.03937019],"genre_scores_gemma":[0.00002080372,0.992292,0.0005235042,0.0009277467,0.001224397,0.0002301496,0.0001731216,0.0001327194,0.004475499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9634957,"threshold_uncertainty_score":0.9997576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161035891","doi":"10.1016/j.cll.2021.03.004","title":"Breaking Through the Barrier","year":2021,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Software deployment; Variety (cybernetics); Computer science; Risk analysis (engineering); Medicine; Artificial intelligence; Software engineering","authors":[{"name":"Michael Woolman","is_ca":true},{"name":"Lauren Katz","is_ca":true},{"name":"Alessandra Tata","is_ca":false},{"name":"Sankha S. Basu","is_ca":false},{"name":"Arash Zarrine‐Afsar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06864568970909105,"gpt":0.425130551729984,"spread":0.356484862020893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000841254,0.000411883,0.00173618,0.00007998925,0.00011548,0.0000235344,0.0008270018,0.000591631,0.00984476],"category_scores_gemma":[0.0009354336,0.0002562817,0.0002378101,0.00143486,0.0003169628,0.00004210541,0.0001871867,0.00172012,0.00002788628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821576,"about_ca_system_score_gemma":0.0005502775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358856,"about_ca_topic_score_gemma":0.000008778467,"domain_scores_codex":[0.9973652,0.0001305958,0.001268261,0.0005982153,0.0003223523,0.0003153767],"domain_scores_gemma":[0.9962915,0.001305185,0.0005898272,0.001585284,0.0001485984,0.00007956055],"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":[0.000002037212,0.0001683595,0.00003951996,0.01440496,0.0002255795,0.0001489264,0.0002823836,3.01847e-7,0.000008811652,0.1291584,0.04351271,0.812048],"study_design_scores_gemma":[0.0001266097,0.00001159037,2.329522e-7,0.014133,0.0003234909,0.00001409683,0.0001802801,0.000001849584,0.000006876637,0.001370214,0.98359,0.0002417271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001369233,0.9466146,0.00004380226,0.0003388348,0.0002454399,0.0002198513,0.000127346,0.0001105536,0.0522982],"genre_scores_gemma":[0.00001722716,0.9959829,0.0004098255,0.0005156641,0.001397263,0.0003674351,0.0002139683,0.00008057886,0.001015084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9400773,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979155635","doi":"10.1016/j.cll.2019.07.003","title":"Antineutrophil Cytoplasmic Antibodies Testing and Interpretation","year":2019,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Faculté de Médecine, Université Laval","keywords":"Proteinase 3; Anti-neutrophil cytoplasmic antibody; Medicine; Myeloperoxidase; Vasculitis; Immunoassay; Immunology; Antibody; Pathology; Inflammation; Disease","authors":[{"name":"Hugues Allard‐Chamard","is_ca":true},{"name":"Patrick Liang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07121942014803019,"gpt":0.3927774098573422,"spread":0.321557989709312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007692086,0.0004267438,0.002624484,0.0005742747,0.00006144399,0.00001350688,0.0001197817,0.0006068648,0.00005763785],"category_scores_gemma":[0.002500449,0.0003017773,0.000154645,0.0009717151,0.0003539895,0.0000777946,0.00007150046,0.001370843,0.00008659785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000935042,"about_ca_system_score_gemma":0.0006050655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005471649,"about_ca_topic_score_gemma":0.00000211413,"domain_scores_codex":[0.9973539,0.0001913958,0.001337485,0.0005840504,0.0002492437,0.0002839649],"domain_scores_gemma":[0.9971451,0.001389047,0.0005247794,0.0004990853,0.0002886167,0.0001533293],"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":[0.00002374425,0.0001233401,0.002845525,0.0421942,0.0004305999,0.0004849152,0.0002632801,0.000002076699,0.000007702097,0.0005089341,0.001460695,0.951655],"study_design_scores_gemma":[0.002624064,0.0007085006,0.001113233,0.1547988,0.003658468,0.000389424,0.0001299412,0.0002838159,3.52439e-7,0.0001590982,0.835681,0.0004533571],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001429897,0.9943536,0.000007639201,0.000233094,0.001171467,0.0008861065,0.00006569501,0.00007324419,0.001779248],"genre_scores_gemma":[0.0006664478,0.9975075,0.0003451552,0.0003374638,0.0005586015,0.00003402406,0.0002302829,0.00007584596,0.0002446494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9512016,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995832421","doi":"10.1016/j.cll.2004.05.006","title":"Emerging gram-negative enteric infections","year":2004,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Plasmid; Genomic island; Salmonella enterica; Salmonella; Biology; Escherichia coli; Microbiology; Genetics; Gene; Bacteria","authors":[{"name":"Johann Pitout","is_ca":true},{"name":"Deirdre L. Church","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08248208946581571,"gpt":0.3930197387170446,"spread":0.3105376492512289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327794,0.000431488,0.001976429,0.00007993163,0.0001128133,0.00001066255,0.0004156279,0.0005735889,0.0005686659],"category_scores_gemma":[0.001793292,0.0001526536,0.0002488193,0.001807914,0.0003062155,0.00006477375,0.0001020334,0.0009070903,0.0001268714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812635,"about_ca_system_score_gemma":0.0001224906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001099955,"about_ca_topic_score_gemma":0.0002563442,"domain_scores_codex":[0.9967469,0.0007317332,0.001308116,0.0006222546,0.0001716629,0.0004193186],"domain_scores_gemma":[0.9963485,0.002589135,0.0006161812,0.0001590635,0.0001205367,0.000166612],"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":[0.000004698637,0.0001560828,0.001221227,0.001216053,0.00006459471,0.00004682526,0.00009111989,9.59824e-7,0.000006668283,0.000448021,0.0009308856,0.9958129],"study_design_scores_gemma":[0.0001898301,0.0003820182,0.0008138751,0.007974707,0.0001595045,0.00001187701,0.0001258254,6.777702e-7,1.622106e-7,0.001165041,0.9888922,0.0002843018],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001579825,0.9949982,0.000002220319,0.0003103146,0.001909349,0.0004639869,0.00009164846,0.00008700484,0.0005574746],"genre_scores_gemma":[0.0002517574,0.9974852,0.00002125683,0.0004699352,0.001347886,0.00010237,0.0002400861,0.000004400995,0.00007706314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955286,"threshold_uncertainty_score":0.6226493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016223478","doi":"10.1016/j.cll.2014.10.006","title":"Quality Control of Automated Cell Counters","year":2015,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Blood Services; Health Sciences Centre; University of Alberta Hospital","funders":"","keywords":"Quality (philosophy); Computer science; Reliability engineering; Truncation (statistics); Control (management); Calibration; Medical physics; Hematology analyzer; Data mining; Medicine; Statistics; Mathematics; Internal medicine; Machine learning; Artificial intelligence; Engineering","authors":[{"name":"George S. Cembrowski","is_ca":true},{"name":"Gwen Clarke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1833677994739988,"gpt":0.523236362053521,"spread":0.3398685625795222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01780142,0.0008307906,0.009707633,0.0005228547,0.00003774853,0.00001326913,0.0005300158,0.001429147,0.0002916456],"category_scores_gemma":[0.01696784,0.0006083174,0.0005794192,0.001903341,0.0008157919,0.0001516686,0.00008885283,0.002328058,0.0001243429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045705,"about_ca_system_score_gemma":0.004979564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004223336,"about_ca_topic_score_gemma":0.00001965176,"domain_scores_codex":[0.9877609,0.002943197,0.006486063,0.0009814046,0.00125854,0.000569902],"domain_scores_gemma":[0.9811539,0.009924985,0.004283777,0.001829063,0.002069017,0.0007392483],"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":[0.003729086,0.006378219,0.003989646,0.2234528,0.002762083,0.001294056,0.0008944997,0.000009345365,0.0000340665,0.003218548,0.07686912,0.6773685],"study_design_scores_gemma":[0.01077476,0.001182909,0.00006907406,0.01851184,0.00306645,0.000008046515,0.0002366366,0.0001465653,4.099068e-7,0.00003826706,0.9654942,0.0004708542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001243869,0.9920347,0.00003274199,0.0005764161,0.002005418,0.002102852,0.0009254699,0.0002506512,0.001947368],"genre_scores_gemma":[0.0009496974,0.9946786,0.0001555689,0.002515364,0.000951801,0.00009237963,0.0003199693,0.0001329372,0.0002036873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8886251,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050384494","doi":"10.1016/j.cll.2015.02.008","title":"Laboratory Diagnosis of Noroviruses","year":2015,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Alberta Hospital; Health Sciences Centre","funders":"","keywords":"Norovirus; Virology; Outbreak; Immunoassay; Polymerase chain reaction; Acute gastroenteritis; Reverse transcription polymerase chain reaction; Biology; Molecular diagnostics; Computational biology; Medicine; Bioinformatics; Immunology; Genetics; Gene","authors":[{"name":"Xiaoli Pang","is_ca":true},{"name":"Bonita E. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.191141988393822,"gpt":0.496703394969205,"spread":0.305561406575383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005126061,0.0006011311,0.006479478,0.0008901837,0.00002648003,0.00000437467,0.0004889485,0.000850652,0.0003752813],"category_scores_gemma":[0.0149564,0.0004391166,0.0003206697,0.001752356,0.001170473,0.00008861003,0.0001936579,0.001765245,0.0001233635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003597733,"about_ca_system_score_gemma":0.002860687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002692761,"about_ca_topic_score_gemma":0.00004614531,"domain_scores_codex":[0.9935835,0.001374335,0.002889904,0.0007361068,0.0007088846,0.0007072448],"domain_scores_gemma":[0.9952025,0.0008794616,0.0009687794,0.001138503,0.00107186,0.0007389145],"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":[0.0002687982,0.0007213897,0.04124645,0.04846029,0.0004644984,0.001185077,0.0001117646,5.147773e-7,0.000002009533,0.0001487775,0.1349275,0.7724629],"study_design_scores_gemma":[0.001854117,0.001990949,0.0003355564,0.03660008,0.0006095931,0.00002196218,0.00007639261,0.000001527705,8.360661e-7,0.00004635749,0.9582413,0.0002213575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003926177,0.9954432,0.000003257524,0.0003414891,0.001003359,0.001064434,0.0009604586,0.00005102174,0.0007402164],"genre_scores_gemma":[0.00007190499,0.9964933,0.0002813388,0.001040265,0.001201765,0.000321922,0.0003885841,0.0001099901,0.00009086707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8233138,"threshold_uncertainty_score":0.999806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011009218","doi":"10.1016/j.cll.2008.09.003","title":"The Impact of Immune Gene Polymorphisms in Kidney and Liver Transplantation","year":2008,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Research Manitoba","funders":"","keywords":"Phenotype; Single-nucleotide polymorphism; Context (archaeology); Gene; Biology; Transplantation; Immune system; Immunology; Genome-wide association study; Liver transplantation; Kidney transplantation; Genetics; Genotype; Medicine; Kidney; Internal medicine","authors":[{"name":"Peter Nickerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01700386424972902,"gpt":0.3319727531574691,"spread":0.3149688889077401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006106971,0.0002332687,0.0007868588,0.0000963479,0.000034042,0.000003707316,0.00018727,0.0003741386,0.000006853469],"category_scores_gemma":[0.0004841546,0.0001470553,0.0001525726,0.0003244211,0.0002913591,0.000002797584,0.00002988643,0.0002631172,0.000001057644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930296,"about_ca_system_score_gemma":0.0005620795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005957839,"about_ca_topic_score_gemma":0.0000267115,"domain_scores_codex":[0.9984095,0.0002240355,0.0007973577,0.000259351,0.0001052436,0.0002045734],"domain_scores_gemma":[0.9990313,0.0001525844,0.0003967939,0.0002743925,0.00006796493,0.00007697447],"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":[0.0002343018,0.0005186351,0.008812334,0.005454362,0.0009616506,0.0001959276,0.0006590564,0.00001665209,0.001510197,0.0000960976,0.0061703,0.9753705],"study_design_scores_gemma":[0.004973884,0.001612575,0.006899321,0.01443618,0.0004762891,0.00003617278,0.00009469024,0.00002567518,0.0002003849,0.00006963356,0.9703696,0.0008055713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01601689,0.9832516,0.000001660289,0.00002274468,0.0001606355,0.0002644684,0.0001689664,0.000002470118,0.0001105816],"genre_scores_gemma":[0.002335054,0.9969072,0.00001103289,0.00005889083,0.0001112099,0.00002086967,0.0004956817,0.00002712555,0.00003295344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9745649,"threshold_uncertainty_score":0.5996742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978692776","doi":"10.1016/j.cll.2019.07.002","title":"Serologic Diagnosis of Rheumatoid Arthritis","year":2019,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Serology; Rheumatoid arthritis; Rheumatoid factor; Context (archaeology); Conceptualization; Autoantibody; Immunology; Antibody; Artificial intelligence; Biology; Computer science","authors":[{"name":"Hugues Allard‐Chamard","is_ca":true},{"name":"Gilles Boire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0838439721858854,"gpt":0.4052726461567002,"spread":0.3214286739708148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002393459,0.0006196674,0.006091639,0.0008932293,0.00004249187,0.00001006607,0.0004569247,0.0008028446,0.001270853],"category_scores_gemma":[0.003623993,0.0004539998,0.0004468125,0.001467053,0.0008908571,0.00009830297,0.0001445015,0.001606629,0.0002993056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303222,"about_ca_system_score_gemma":0.001543033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000226974,"about_ca_topic_score_gemma":0.00002789258,"domain_scores_codex":[0.9945912,0.000617038,0.002629356,0.0007453664,0.0007963254,0.0006207192],"domain_scores_gemma":[0.9948087,0.002250428,0.0008986185,0.001243246,0.0004547219,0.0003442833],"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":[0.00007467896,0.0003559063,0.004962029,0.01499195,0.0003292755,0.0003074268,0.0001476964,2.183315e-7,6.422082e-7,0.0006949282,0.007164726,0.9709705],"study_design_scores_gemma":[0.00287442,0.001308759,0.00009797345,0.1188086,0.00003908021,0.00006838983,0.00009402211,0.000002335838,0.000002161842,0.0001408609,0.8762878,0.0002755035],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001011152,0.9948704,0.000002147469,0.0002632969,0.00095598,0.001722714,0.0001760107,0.00006434904,0.0009339001],"genre_scores_gemma":[0.000299202,0.9982244,0.0001068755,0.0003132182,0.0002615285,0.0003584516,0.0002368308,0.0001178294,0.00008162438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.970695,"threshold_uncertainty_score":0.9997911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030175815","doi":"10.1016/j.cll.2011.07.005","title":"High-Flow Multiplexed MRM-Based Analysis of Proteins in Human Plasma Without Depletion or Enrichment","year":2011,"lang":"en","type":"article","venue":"Clinics in Laboratory Medicine","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Prevention of Organ Failure; University of Victoria","funders":"Western Economic Diversification Canada; Genome British Columbia; University of Victoria; Genome Canada","keywords":"Chemistry; Analyte; Immunoprecipitation; Chromatography; Multiplexing; Antibody; Abundance (ecology); Detection limit; Computational biology; Biochemistry; Biology; Computer science; Immunology","authors":[{"name":"Dominik Domański","is_ca":true},{"name":"Derek Smith","is_ca":true},{"name":"Christine Miller","is_ca":false},{"name":"Yanan Yang","is_ca":false},{"name":"Angela Jackson","is_ca":true},{"name":"Gabriela Cohen Freue","is_ca":true},{"name":"John S. Hill","is_ca":true},{"name":"Carol E. Parker","is_ca":true},{"name":"Christoph H. Borchers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04144594535612934,"gpt":0.3456937609626585,"spread":0.3042478156065292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006442175,0.0001877818,0.0006065069,0.0003731898,0.00004123593,0.000002367702,0.0002679848,0.0002094174,0.0006422828],"category_scores_gemma":[0.0003355877,0.0001579341,0.00005487519,0.001413878,0.0002112193,0.00004868118,0.0000383209,0.0003570855,0.000001510075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310793,"about_ca_system_score_gemma":0.0001107081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001867301,"about_ca_topic_score_gemma":0.0006749867,"domain_scores_codex":[0.9981515,0.00004552938,0.0009829041,0.0003964581,0.0002185842,0.0002050199],"domain_scores_gemma":[0.9984548,0.0001539075,0.0004631143,0.0006720493,0.000176641,0.0000794822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009656469,0.002004864,0.5241315,0.0003865258,0.0002926055,0.00004202624,0.001472871,0.002900185,0.4600206,0.004840762,0.0001043528,0.00283809],"study_design_scores_gemma":[0.01459603,0.001036697,0.04867837,0.001365461,0.001104739,8.176566e-7,0.001038709,0.05365511,0.86914,0.003931813,0.004292039,0.00116025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924592,0.00003928298,0.006436251,0.00007991797,0.00003293957,0.0004477229,0.00009289451,0.00008230968,0.0003294396],"genre_scores_gemma":[0.9213215,0.00005142616,0.07777879,0.0001073307,0.00005299582,0.0004664419,0.0001475695,0.0000247946,0.00004917498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4754531,"threshold_uncertainty_score":0.7032546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206917721","doi":"10.1016/j.cll.2021.04.001","title":"Reactive Lymphadenopathies","year":2021,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Follicular hyperplasia; Medicine; Pathology; Mononucleosis; Malignancy; Lymphoma; Histiocyte; Lymphoid hyperplasia; Differential diagnosis; Hyperplasia; Epithelioid cell; Immunology; Virus; Immunohistochemistry","authors":[{"name":"Maria Faraz","is_ca":true},{"name":"Flavia Rosado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0754430731085865,"gpt":0.4290074143001124,"spread":0.3535643411915259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002020973,0.0008063402,0.007194554,0.0009534336,0.0000726206,0.00002332432,0.0003487422,0.001003113,0.0005778125],"category_scores_gemma":[0.0046677,0.0005839175,0.0006925279,0.00334551,0.0004535969,0.0001013508,0.0001514746,0.00103596,0.0001583883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006966609,"about_ca_system_score_gemma":0.00293946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001790457,"about_ca_topic_score_gemma":0.000008890593,"domain_scores_codex":[0.9944648,0.000682804,0.002399218,0.001162544,0.0007571448,0.0005335629],"domain_scores_gemma":[0.9950258,0.001655389,0.0009323902,0.001361936,0.0006107194,0.0004138234],"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":[0.00001867574,0.0008020661,0.001046635,0.01818862,0.0009043982,0.005325834,0.0003813173,1.974825e-7,0.000001819421,0.000705114,0.01027968,0.9623457],"study_design_scores_gemma":[0.001396901,0.0002883407,0.00005348568,0.08622725,0.005200527,0.0001268478,0.0004909167,0.000002565399,0.000002058277,0.00002840308,0.9057541,0.0004286221],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007489806,0.9957403,0.000004214529,0.000381007,0.001095691,0.0006757854,0.00008764738,0.00008105533,0.001859387],"genre_scores_gemma":[0.00003058543,0.994751,0.0001207309,0.001260598,0.002203053,0.0002115063,0.0005894024,0.0001515121,0.0006815981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.961917,"threshold_uncertainty_score":0.9996612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042955615","doi":"10.1016/j.cll.2005.08.013","title":"Image-Directed Fine Needle Aspiration Biopsy in Nonpalpable Breast Lesions","year":2005,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Biopsy; Fine-needle aspiration; Radiology; Context (archaeology); Mammography; Palpation; Sampling (signal processing); Breast imaging; Modalities; Breast biopsy; Medical physics; Breast cancer; Computer science; Computer vision; Cancer; Internal medicine","authors":[{"name":"Paula B. Gordon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0644685000809681,"gpt":0.3876007633718024,"spread":0.3231322632908343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00218621,0.0008026149,0.003768524,0.001453202,0.00008543192,0.0000193929,0.0003618567,0.001095939,0.001281423],"category_scores_gemma":[0.001064569,0.0006175243,0.0003003265,0.004109859,0.0003997538,0.0001714973,0.0001236043,0.002174257,0.000278573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005785179,"about_ca_system_score_gemma":0.002124493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000951777,"about_ca_topic_score_gemma":0.0001959017,"domain_scores_codex":[0.9945999,0.0004783561,0.002655348,0.0009903093,0.000590337,0.0006857018],"domain_scores_gemma":[0.9964624,0.0006048598,0.0007061999,0.001266964,0.0005180634,0.0004415098],"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":[0.00008358259,0.0008085116,0.0008208018,0.006104443,0.00007818377,0.0007942136,0.0001191707,0.000001181733,0.00002522086,0.0001483709,0.006768301,0.984248],"study_design_scores_gemma":[0.003572827,0.0003955155,0.008060155,0.04165723,0.0009248288,0.0005770467,0.0001435004,0.0001852706,4.317237e-7,0.00002240066,0.9438745,0.0005862993],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006193313,0.9930989,0.00001512386,0.0009778723,0.0009311863,0.001461965,0.0002321215,0.0001889422,0.002474583],"genre_scores_gemma":[0.0002530576,0.9931666,0.001506729,0.0005223895,0.002370695,0.0002160737,0.0009863471,0.000173443,0.0008046306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9836617,"threshold_uncertainty_score":0.9996315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007325493","doi":"10.1016/j.cll.2004.05.007","title":"Emerging gram-positive bacterial infections","year":2004,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Streptococcus pyogenes; Staphylococcus epidermidis; Microbiology; Streptococcus; Staphylococcus aureus; Biology; Immunology; Bacteria; Medicine","authors":[{"name":"Sameer Elsayed","is_ca":true},{"name":"Kevin B. Laupland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05673320216956076,"gpt":0.4375040995366232,"spread":0.3807708973670624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005443777,0.0006222181,0.002779948,0.0007904331,0.0001307658,0.00001548168,0.0001212822,0.0006961949,0.0008338378],"category_scores_gemma":[0.000983696,0.0004625811,0.000392393,0.001933636,0.0003492234,0.00008851722,0.00006594336,0.001290502,0.0002269841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000881531,"about_ca_system_score_gemma":0.001574367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007339572,"about_ca_topic_score_gemma":0.00003445572,"domain_scores_codex":[0.9968497,0.0002287885,0.001517576,0.0006987979,0.0002862887,0.0004189129],"domain_scores_gemma":[0.9976081,0.0005750571,0.0005087899,0.0006969096,0.0002966808,0.000314516],"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":[0.00005975391,0.002242445,0.003288141,0.0148872,0.001406082,0.001061926,0.0002457311,0.000002159199,0.000001875177,0.001627931,0.001301894,0.9738749],"study_design_scores_gemma":[0.003117267,0.001135892,0.0003541788,0.05507156,0.002546473,0.0001058885,0.00003900571,9.266746e-7,9.57741e-7,0.0001393596,0.9371674,0.0003210664],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002833643,0.9908588,0.00002873954,0.0001202344,0.003936135,0.00190316,0.0001644953,0.0001421546,0.002562919],"genre_scores_gemma":[0.0001112803,0.9962308,0.0001143471,0.0001431427,0.001831553,0.0004055063,0.0008265699,0.0001050841,0.0002316905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9735538,"threshold_uncertainty_score":0.9997826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166431134","doi":"10.1016/j.cll.2015.05.008","title":"Making Sense of Lymphoma Diagnostics in Small Animal Patients","year":2015,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Immunophenotyping; Histopathology; Lymphoma; Pathology; Immunocytochemistry; Polymerase chain reaction; Flow cytometry; Immunohistochemistry; Cytology; Antigen; Biology; Medicine; Immunology; Gene; Genetics","authors":[{"name":"Mary Jo Burkhard","is_ca":false},{"name":"Dorothee Bienzle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2916169307812262,"gpt":0.5153564582141127,"spread":0.2237395274328865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004458949,0.0005546987,0.004710273,0.001221519,0.00002108608,0.0000038731,0.0003603046,0.001105107,0.00008440558],"category_scores_gemma":[0.01420676,0.0004467845,0.0001634878,0.002024328,0.0007643722,0.00004949806,0.0003316095,0.001347264,0.00004774623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009188479,"about_ca_system_score_gemma":0.003571278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001342932,"about_ca_topic_score_gemma":0.00004204459,"domain_scores_codex":[0.9942786,0.001071543,0.002671307,0.0007177071,0.0006537728,0.0006070643],"domain_scores_gemma":[0.9939643,0.002846016,0.0008990644,0.0009651632,0.001010042,0.0003153949],"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":[0.0009652344,0.002749882,0.06863353,0.04866764,0.0002348396,0.01100589,0.0006748541,5.031976e-7,0.000002301357,0.0001321913,0.005464244,0.8614689],"study_design_scores_gemma":[0.007198233,0.006033859,0.006313655,0.06228185,0.0006223332,0.0001957117,0.0001442319,0.00001694508,1.610914e-7,0.00003781613,0.9168059,0.0003493436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03003241,0.9660268,0.000001436402,0.00009222047,0.000971075,0.001760717,0.0001334492,0.00002948204,0.0009523744],"genre_scores_gemma":[0.0010011,0.9970523,0.0005651447,0.0002891791,0.0005652501,0.0001071224,0.0002374768,0.0001236305,0.00005881337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9113416,"threshold_uncertainty_score":0.9997984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210400475","doi":"10.1016/j.cll.2021.10.008","title":"Vaccine-Induced Severe Acute Respiratory Syndrome Coronavirus 2 Antibody Response and the Path to Accelerating Development (Determining a Correlate of Protection)","year":2021,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Clinical trial; Immunology; Vaccine efficacy; Population; Intensive care medicine; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Vaccination; Environmental health; Infectious disease (medical specialty); Disease; Internal medicine","authors":[{"name":"Amy C Sherman","is_ca":false},{"name":"Michaël Desjardins","is_ca":true},{"name":"Lindsey R. Baden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1677604409546304,"gpt":0.4689516112771911,"spread":0.3011911703225608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009768666,0.0007175031,0.004233497,0.0008501171,0.000212456,0.00003679834,0.0004897862,0.0007204925,0.00002431174],"category_scores_gemma":[0.008147927,0.0004716697,0.000219028,0.002567106,0.0002839764,0.0001059935,0.0004892357,0.002419094,0.00002672626],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004346464,"about_ca_system_score_gemma":0.006433821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001479116,"about_ca_topic_score_gemma":0.00001303899,"domain_scores_codex":[0.9924316,0.002049582,0.002863167,0.001068671,0.0009913027,0.0005956946],"domain_scores_gemma":[0.9938368,0.002994609,0.001010549,0.001191633,0.0007849274,0.0001814603],"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":[0.005745407,0.0003783238,0.002699513,0.02349709,0.001689331,0.009072356,0.004014843,3.606623e-7,0.002110862,0.00008240876,0.000188127,0.9505213],"study_design_scores_gemma":[0.008586019,0.001937994,0.002027026,0.07549658,0.001110259,0.0009249668,0.0005635215,0.00003000043,0.0001335356,0.000006752198,0.9085723,0.0006110122],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3031084,0.6927612,0.00002256458,0.0001307564,0.0006381469,0.00318757,0.00003027325,0.00004959994,0.0000715576],"genre_scores_gemma":[0.01406438,0.9394009,0.001234295,0.04063363,0.00111615,0.00273187,0.00008298173,0.0005764448,0.0001593566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9499103,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983771690","doi":"10.1016/s0272-2712(01)00009-9","title":"The use of ordering protocols and other maneuvers: the Canadian experience","year":2002,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Computer science; Requisition; Audit; Consolidation (business); Protocol (science); Control (management); Operations management; Business; Process management; Medicine; Finance; Accounting; Economics","authors":[{"name":"Michael McNeely","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6517243037658157,"gpt":0.5861735041990531,"spread":0.06555079956676257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003543265,0.0003142094,0.001321645,0.0001801935,0.0001864801,0.00003734957,0.0003192564,0.000318385,0.0001839001],"category_scores_gemma":[0.02001496,0.0001589667,0.00009427565,0.0008242968,0.001006015,0.0001151358,0.00008270751,0.001133605,0.0000114749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247756,"about_ca_system_score_gemma":0.001421741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007777298,"about_ca_topic_score_gemma":0.06193677,"domain_scores_codex":[0.9955901,0.0005704572,0.002630454,0.0004033414,0.0004720735,0.0003335647],"domain_scores_gemma":[0.9889383,0.008318346,0.001127314,0.00101649,0.0003563359,0.0002431722],"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":[0.00004551468,0.00005705891,0.001797767,0.003621266,0.000117151,0.00006462687,0.0008300172,7.704471e-7,2.89462e-7,0.0003073881,0.009412513,0.9837456],"study_design_scores_gemma":[0.0008020671,0.0002313514,0.00007762323,0.01088278,0.0003918586,0.00002535735,0.0005537808,0.00006394817,1.412713e-7,0.00001566201,0.9868234,0.0001320606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009899493,0.9789963,0.000007272516,0.002616078,0.0005277402,0.01744852,0.00006509264,0.00001894803,0.0002210957],"genre_scores_gemma":[0.00004291479,0.9926525,0.000243017,0.003322092,0.0004836448,0.00301043,0.00001526764,0.00006245436,0.0001676243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9836136,"threshold_uncertainty_score":0.99883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2757360720","doi":"10.1016/j.cll.2017.07.007","title":"Paroxysmal Nocturnal Hemoglobinuria Assessment by Flow Cytometric Analysis","year":2017,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network; London Health Sciences Centre","funders":"","keywords":"Paroxysmal nocturnal hemoglobinuria; Aplastic anemia; Bone marrow failure; Myelodysplastic syndromes; Medicine; Hemoglobinuria; Hemolysis; Bone marrow; Anemia; Disease; Hemolytic anemia; Immunology; Internal medicine; Intensive care medicine; Haematopoiesis; Stem cell; Biology","authors":[{"name":"Mike Keeney","is_ca":true},{"name":"Andrea Illingworth","is_ca":false},{"name":"D. Robert Sutherland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1073998991389965,"gpt":0.468821033744122,"spread":0.3614211346051255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00368667,0.0008414884,0.005706375,0.002080326,0.0002690777,0.00004222919,0.001685455,0.001032724,0.004808045],"category_scores_gemma":[0.001939891,0.0006416724,0.0007591403,0.003017622,0.0006406467,0.0001026764,0.000326257,0.001631774,0.0003956742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000560538,"about_ca_system_score_gemma":0.001313605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259406,"about_ca_topic_score_gemma":0.00003752681,"domain_scores_codex":[0.9931808,0.001870099,0.002870604,0.00111932,0.0002450111,0.0007142233],"domain_scores_gemma":[0.9930589,0.001953077,0.002403163,0.002140556,0.0003045125,0.0001397634],"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":[0.00005727967,0.0008112203,0.01393831,0.009170968,0.01261262,0.0002313428,0.00007243476,0.000005433816,0.00001068574,0.0001681984,0.2606742,0.7022473],"study_design_scores_gemma":[0.00169979,0.000217519,0.0007624852,0.005267098,0.008996483,0.0000117621,0.00004180323,0.000006189457,6.18207e-7,0.00001646738,0.9824448,0.0005349966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000934348,0.9907674,0.00007754841,0.00007023488,0.004677792,0.0009920574,0.00235599,0.00007358294,0.0008919929],"genre_scores_gemma":[0.0008273715,0.9917508,0.00008297727,0.0001410398,0.0004569293,0.0002330021,0.005188845,0.00006940464,0.001249571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7217706,"threshold_uncertainty_score":0.9996035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903825499","doi":"10.1016/j.cll.2018.10.010","title":"Immunologic Effects of the Microbiota in Organ Transplantation","year":2018,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Heart and Stroke Foundation of Canada","keywords":"Organ transplantation; Immune system; Immunology; Transplantation; Biology; Immunity; Medicine; Internal medicine","authors":[{"name":"Kevin Rey","is_ca":true},{"name":"Jonathan C. Choy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02026941494276446,"gpt":0.3573265737159292,"spread":0.3370571587731648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008761642,0.0002599689,0.0009477432,0.0001286647,0.0000301431,0.000002170329,0.0004423859,0.0006871391,0.00001159053],"category_scores_gemma":[0.0004251443,0.0001644368,0.0001104068,0.0005816923,0.0003791926,0.000001578246,0.00007559411,0.000454579,0.000007431551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004697374,"about_ca_system_score_gemma":0.0006615287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001156585,"about_ca_topic_score_gemma":0.0001147565,"domain_scores_codex":[0.9978722,0.0005110957,0.0009118659,0.0003835553,0.00007436913,0.0002469174],"domain_scores_gemma":[0.9986801,0.0001441863,0.0004595861,0.0005895346,0.00009312622,0.00003351759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004625548,0.001808158,0.006326586,0.3621401,0.0007859054,0.0002111624,0.002592369,0.000002246197,0.3109149,0.0004605457,0.02256611,0.2917294],"study_design_scores_gemma":[0.00137827,0.0005393988,0.001782599,0.02354516,0.0002254087,0.00001527406,0.00002979102,1.40839e-7,0.001358348,0.0000145513,0.9708654,0.0002456946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02038918,0.9776053,0.000003235852,0.00004249836,0.001154461,0.0006962043,0.00005673086,0.000003714906,0.0000486317],"genre_scores_gemma":[0.001597482,0.9975638,0.00003545778,0.0002552601,0.0002667356,0.00002084952,0.0001717375,0.0000308458,0.00005777614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9482992,"threshold_uncertainty_score":0.6705537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088312304","doi":"10.1016/j.cll.2006.12.012","title":"Hardware Flexibility of Laboratory Automation Systems: Analysis and New Flexible Automation Architectures","year":2007,"lang":"en","type":"article","venue":"Clinics in Laboratory Medicine","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Professional Engineers Ontario; University of New Brunswick","funders":"","keywords":"Flexibility (engineering); Automation; Computer science; Laboratory automation; Adaptability; Throughput; Protocol (science); Embedded system; Systems engineering; Engineering; Telecommunications; Mathematics","authors":[{"name":"Peyman Najmabadi","is_ca":true},{"name":"A.A. Goldenberg","is_ca":true},{"name":"Andrew Emili","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03159224531999763,"gpt":0.3244461002958375,"spread":0.2928538549758399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002399182,0.0001867928,0.0005558134,0.0005945414,0.0000323869,0.00001218226,0.0001464029,0.0001810408,0.00004976165],"category_scores_gemma":[0.0005865753,0.0001663439,0.00003863469,0.001900062,0.0001417447,0.00009062171,0.00002158909,0.0002650659,0.000003574258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008780523,"about_ca_system_score_gemma":0.00009229822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001247793,"about_ca_topic_score_gemma":0.0002312147,"domain_scores_codex":[0.9981,0.00009212719,0.0009985506,0.0002725295,0.0003148332,0.0002218948],"domain_scores_gemma":[0.9986522,0.0003380685,0.0001701281,0.0004427056,0.0002373269,0.0001595291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001474107,0.0001419068,0.1513225,0.002245886,0.000781575,0.00004120474,0.006622218,0.7795818,0.009329037,0.005370018,0.002084476,0.04233198],"study_design_scores_gemma":[0.001664873,0.0004484573,0.3868293,0.0008844803,0.0006273251,0.000003469808,0.001625967,0.577267,0.02240506,0.001547609,0.005905957,0.0007904571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056676,0.004976281,0.1877601,0.00005675995,0.0006642116,0.0002566054,0.00003651627,0.0002786931,0.000303159],"genre_scores_gemma":[0.9975547,0.0002017879,0.001893147,0.00006418658,0.0002029197,0.000005287124,0.00002653754,0.0000217619,0.00002967316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355068,"threshold_uncertainty_score":0.6783306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292615550","doi":"10.1016/j.cll.2022.05.003","title":"Copy Number Analysis in Cancer Diagnostic Testing","year":2022,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Fluorescence in situ hybridization; Computational biology; Fish <Actinopterygii>; Medicine; Biology; Bioinformatics; Oncology; Chromosome; Genetics; Gene","authors":[{"name":"Tara Spence","is_ca":true},{"name":"Adrian M. Dubuc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06783115621798493,"gpt":0.3948550410333133,"spread":0.3270238848153284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001029245,0.0003054575,0.001285563,0.0002577915,0.00005666883,0.000008100687,0.000339158,0.0003033047,0.001163962],"category_scores_gemma":[0.00251261,0.0002714361,0.0001572913,0.00210249,0.0001086482,0.000002927217,0.0001767511,0.0005053775,0.00001035187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510849,"about_ca_system_score_gemma":0.000863581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878956,"about_ca_topic_score_gemma":0.0004880732,"domain_scores_codex":[0.9975611,0.0003855341,0.001069564,0.0005346473,0.0001725049,0.0002766282],"domain_scores_gemma":[0.9980453,0.0008701123,0.0004244887,0.000498308,0.00008721107,0.0000745285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002610594,0.0004850708,0.6408754,0.007667606,0.001912851,0.0002879653,0.0004351167,0.0008466285,0.000006772513,0.0003536983,0.003896237,0.3432065],"study_design_scores_gemma":[0.0003443112,0.0000917174,0.0007910798,0.001182629,0.00106018,0.000003733974,0.0001251388,0.000007592869,0.000001217298,0.00002243726,0.996087,0.0002830148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003566039,0.9944105,0.000007292218,0.0000267066,0.0005930461,0.0003070778,0.0002942349,0.000008255637,0.0007868428],"genre_scores_gemma":[0.002781809,0.9947736,0.00009892656,0.000221046,0.0005904158,0.000409666,0.0008508003,0.0000417665,0.0002319827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9921907,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311276420","doi":"10.1016/j.cll.2022.09.004","title":"Clinical Artificial Intelligence","year":2022,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"U.S. National Library of Medicine; National Institutes of Health; International Business Machines Corporation","keywords":"Computer science; Artificial intelligence; Process (computing); Key (lock); Clinical decision support system; Decision support system","authors":[{"name":"Matthew B. A. McDermott","is_ca":false},{"name":"Bret Nestor","is_ca":true},{"name":"Peter Szolovits","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2825975477447819,"gpt":0.5295012547514392,"spread":0.2469037070066573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01394609,0.0005838474,0.003237982,0.0006824815,0.0001768724,0.00004347057,0.004042414,0.0006807677,0.0008337238],"category_scores_gemma":[0.01121121,0.0004912861,0.0003427035,0.00374512,0.0004148862,0.0001558171,0.001213576,0.005875263,0.0002563175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000325717,"about_ca_system_score_gemma":0.002611609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002103999,"about_ca_topic_score_gemma":0.00002205658,"domain_scores_codex":[0.9879716,0.004368242,0.004558244,0.001589192,0.0008974067,0.0006153302],"domain_scores_gemma":[0.9860601,0.009295929,0.001529083,0.002574965,0.0001719294,0.0003679646],"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":[0.000002380445,0.0000883395,0.0000948965,0.003107192,0.0000206947,0.0002304582,0.0001435664,0.000005932811,9.239351e-10,0.03983892,0.0009010384,0.9555666],"study_design_scores_gemma":[0.00006779881,0.0004435595,0.000009378663,0.004523945,0.0000677928,0.00001448077,0.00004554047,0.001192254,6.5695e-9,0.003781976,0.9894528,0.0004004479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001034254,0.9794276,0.006876003,0.0007630262,0.01114071,0.0007493472,0.00002118489,0.0002454893,0.0007755374],"genre_scores_gemma":[0.000002976534,0.9919313,0.004393418,0.001311934,0.001996808,0.0001652944,0.00005788968,0.00006957375,0.00007080172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9885518,"threshold_uncertainty_score":0.9997539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024596941","doi":"10.1016/j.cll.2020.02.008","title":"Therapeutic Gene Editing with CRISPR","year":2020,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"CRISPR; Genome editing; Computational biology; Gene; Biology; Genetics","authors":[{"name":"Elan Hahn","is_ca":true},{"name":"Matthew Hiemenz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03298746278287087,"gpt":0.4055039388777364,"spread":0.3725164760948656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004975764,0.0004409385,0.001220791,0.0001150131,0.00003282714,0.000009105647,0.0003440021,0.0004268435,0.00002620821],"category_scores_gemma":[0.0003114975,0.000325387,0.000108894,0.0005190336,0.0001466095,0.00000192165,0.00009124449,0.0005770209,0.00001426608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954006,"about_ca_system_score_gemma":0.0003984072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001804115,"about_ca_topic_score_gemma":0.00001057219,"domain_scores_codex":[0.9980137,0.0001293831,0.0007322102,0.0006192967,0.0002016179,0.0003038098],"domain_scores_gemma":[0.99885,0.00008660794,0.0002461777,0.0005553709,0.000104928,0.0001569351],"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":[0.00003684651,0.0000652456,0.0001175142,0.007094605,0.0004069846,0.0002149451,0.0001264574,0.00004135892,0.0003464034,0.00005764035,0.003371478,0.9881205],"study_design_scores_gemma":[0.0005034705,0.0004485017,0.000006252328,0.003018097,0.0003018966,0.00002135571,0.00005747209,0.00001104542,0.000127402,0.00000524165,0.9951746,0.0003246036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002910779,0.9962671,0.002135526,0.00009128325,0.0007528559,0.0003796448,0.00004193524,0.00002403062,0.0002785404],"genre_scores_gemma":[0.0001919231,0.9951317,0.0004699825,0.0004642791,0.003267438,0.00006423646,0.0002549641,0.0001098551,0.0000455773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9918032,"threshold_uncertainty_score":0.9999198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894642205","doi":"10.1016/j.cll.2018.07.005","title":"Recent Advancements in the Assessment of Renal Transplant Dysfunction with an Emphasis on Microarray Molecular Diagnostics","year":2018,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Renal transplant; Medical diagnosis; Pathology; Gene chip analysis; Microarray; Gold standard (test); Molecular diagnostics; Transplantation; Internal medicine; Intensive care medicine; Bioinformatics; Gene expression; Biology; Gene","authors":[{"name":"Meagan Barner","is_ca":false},{"name":"Jenefer DeKoning","is_ca":false},{"name":"Zahra Kashi","is_ca":false},{"name":"Philip F. Halloran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06702813136813279,"gpt":0.4334428911284546,"spread":0.3664147597603218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001306522,0.0004768421,0.001792537,0.0004120145,0.00003617724,0.000006490392,0.0002352948,0.0002688202,0.0000759218],"category_scores_gemma":[0.000138228,0.0002499922,0.000116906,0.001030424,0.0002370108,0.00005490053,0.000006894417,0.0006793978,0.00000555289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322356,"about_ca_system_score_gemma":0.0006264214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007147428,"about_ca_topic_score_gemma":0.00004894312,"domain_scores_codex":[0.9963852,0.0005832122,0.001441782,0.0005553433,0.0007585005,0.0002760042],"domain_scores_gemma":[0.9975,0.0008173891,0.0005940918,0.0007263016,0.0002320689,0.0001301627],"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":[0.002084065,0.007946809,0.03246947,0.03303662,0.002081329,0.007312696,0.001642541,0.00006390997,0.00001940423,0.001074568,0.0003600976,0.9119085],"study_design_scores_gemma":[0.0110935,0.01238778,0.004368553,0.1311053,0.004192974,0.00009908574,0.0001784268,0.00001497717,0.00002195074,0.00003525127,0.8360776,0.0004246279],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00322818,0.9920847,0.0004631949,0.0002334403,0.0006318326,0.002396964,0.0003262401,0.0000187764,0.0006166366],"genre_scores_gemma":[0.0008757436,0.9958484,0.0007710636,0.0007782201,0.0001678431,0.0001828508,0.001304451,0.0000551862,0.00001629794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9114839,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401486790","doi":"10.1016/j.cll.2024.07.008","title":"Inclusive Laboratory Reference Intervals and Clinical Studies to Reduce Health Disparities","year":2024,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; Women and Children’s Health Research Institute; University of Alberta; University of Calgary","funders":"Clinical Trials Fund, Canadian Institutes of Health Research","keywords":"Health equity; Ethnic group; Health care; Race and health; Equity (law); Medicine; Psychology; Gerontology; Family medicine; Political science","authors":[{"name":"Chantal L. Rytz","is_ca":true},{"name":"Sofia B. Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6764303125848595,"gpt":0.6392257944114046,"spread":0.03720451817345494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07724221,0.0008011532,0.01015476,0.001330698,0.0001939718,0.00007530239,0.0007469366,0.0007899358,0.00008280011],"category_scores_gemma":[0.04756594,0.0007708665,0.0002374318,0.001450747,0.0007960467,0.0002989082,0.0006818239,0.002010616,0.001521253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001956693,"about_ca_system_score_gemma":0.002719968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879988,"about_ca_topic_score_gemma":0.0004726935,"domain_scores_codex":[0.9763331,0.003117454,0.01760239,0.001969857,0.0002276421,0.000749515],"domain_scores_gemma":[0.982307,0.009348173,0.00576484,0.001384865,0.0004139493,0.0007812322],"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":[0.0000308381,0.0002698173,0.00195184,0.1312767,0.001405458,0.00005279143,0.006939657,0.000001356467,9.966345e-9,0.1191283,0.6547898,0.08415345],"study_design_scores_gemma":[0.0004962732,0.0005003854,0.0001601607,0.0432236,0.0001569484,0.000003449746,0.002089989,0.00001230593,7.19234e-9,0.004688961,0.948091,0.0005769185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002394127,0.9498863,0.000021188,0.03875583,0.006227469,0.002003572,0.002476283,0.00009819418,0.00029179],"genre_scores_gemma":[0.00006100676,0.9659767,0.0005933756,0.02992011,0.00232558,0.0004128784,0.0001220957,0.0001376907,0.0004505228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2933012,"threshold_uncertainty_score":0.9994742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886296520","doi":"10.1016/j.cll.2018.05.006","title":"Development of a 25-Hydroxyvitamin D Liquid Chromatography–Tandem Mass Spectrometry Assay, Cleared by the Food and Drug Administration, via the De Novo Pathway","year":2018,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"SCIEX","keywords":"Clearance; Food and drug administration; Liquid chromatography–mass spectrometry; Chemistry; Tandem mass spectrometry; Chromatography; Mass spectrometry; Drug; Pharmacokinetics; Pharmacology; Medicine; Urology","authors":[{"name":"Nicole V. Tolan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04381025187215763,"gpt":0.3694176242320537,"spread":0.3256073723598961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01016395,0.0006865071,0.002611191,0.00048226,0.0003133881,0.00002325992,0.0007242249,0.0004915927,0.00006884459],"category_scores_gemma":[0.00428061,0.0003564024,0.0002237714,0.00237498,0.002378504,0.00006029899,0.0002729451,0.001662308,0.00001076176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212127,"about_ca_system_score_gemma":0.002789051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002983114,"about_ca_topic_score_gemma":0.0001182877,"domain_scores_codex":[0.9939567,0.001135941,0.002271904,0.0007663947,0.001177942,0.0006911483],"domain_scores_gemma":[0.9940169,0.002880528,0.001019361,0.001180663,0.0005940025,0.0003085404],"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":[0.0006517583,0.004442074,0.007373272,0.1361458,0.01681956,0.001259277,0.0321273,2.016467e-7,0.002196776,0.001805863,0.1349234,0.6622548],"study_design_scores_gemma":[0.002130702,0.002828875,0.0007883629,0.01712459,0.000928997,0.0001254556,0.002570686,0.000008709642,0.0002528198,0.00008803979,0.9727045,0.0004482307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01047656,0.9852155,0.0002312818,0.00111101,0.0004015904,0.001984976,0.0001098812,0.00004933994,0.0004199001],"genre_scores_gemma":[0.01581505,0.9808422,0.001482634,0.0003784283,0.000758611,0.0003393482,0.0001242462,0.0001085527,0.0001509892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8377811,"threshold_uncertainty_score":0.9998888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999119672","doi":"10.1016/j.cll.2019.11.002","title":"Self-Ordering Laboratory Testing","year":2020,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Ethics in medical practice","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Harm; Medical laboratory; Medicine; Diagnostic test; Patient care; Medical emergency; Primary care physician; Family medicine; Primary care; Nursing; Emergency medicine; Psychology","authors":[{"name":"Daniel T. Holmes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2995859713909514,"gpt":0.5867946084798462,"spread":0.2872086370888948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.02965684,0.000981319,0.004947879,0.0005233495,0.00112004,0.00001818244,0.00141741,0.003233752,0.000689475],"category_scores_gemma":[0.2660516,0.0008100758,0.0001628454,0.005260048,0.0009317166,0.0002529101,0.0007388382,0.0347563,0.001985638],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042925,"about_ca_system_score_gemma":0.0153555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002589892,"about_ca_topic_score_gemma":0.00004251508,"domain_scores_codex":[0.9759606,0.0148834,0.005197682,0.001424919,0.001326067,0.001207392],"domain_scores_gemma":[0.8919957,0.1004309,0.003392947,0.001649722,0.001584875,0.0009458609],"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":[0.00003754821,0.0003490807,0.001166269,0.287009,0.0005053717,0.002122526,0.007387218,8.301581e-7,0.000001160962,0.0125971,0.04277232,0.6460515],"study_design_scores_gemma":[0.0009429068,0.0001814537,0.000007238995,0.0758263,0.0007846547,0.000003301361,0.001420825,0.00003740012,2.568974e-8,0.0007659445,0.9194519,0.0005780408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003825427,0.9667734,0.00004744831,0.001959819,0.008490795,0.00223214,0.0001226231,0.0006879922,0.01968196],"genre_scores_gemma":[0.000003755993,0.9760634,0.005788343,0.009404375,0.007713377,0.0004990303,0.0000745928,0.0003232228,0.0001298676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8766796,"threshold_uncertainty_score":0.999435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375953549","doi":"10.1016/j.cll.2023.03.003","title":"Kidney Tumors","year":2023,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Kidney; Medicine; Chemistry; Cancer research; Internal medicine","authors":[{"name":"Farshid Siadat","is_ca":true},{"name":"Mehdi Mansoor","is_ca":true},{"name":"Ondřej Hes","is_ca":false},{"name":"Kiril Trpkov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04746282273047801,"gpt":0.3951363513230084,"spread":0.3476735285925304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008638782,0.0003664351,0.001259743,0.0002198715,0.00003368989,0.000005327082,0.000403788,0.0008349111,0.0000369462],"category_scores_gemma":[0.001303427,0.0002567604,0.0001913275,0.0009219343,0.0002729312,0.000001425577,0.0001164892,0.0006983945,0.0001586745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005235072,"about_ca_system_score_gemma":0.001385053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000694968,"about_ca_topic_score_gemma":0.000007501424,"domain_scores_codex":[0.9977459,0.0002017358,0.0009726854,0.0005820367,0.000192735,0.0003049],"domain_scores_gemma":[0.9986396,0.0000826037,0.0003606139,0.000577219,0.00009327705,0.000246691],"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":[0.00005148663,0.0001055239,0.0000622812,0.03180792,0.0008240574,0.0005422267,0.00007680413,0.00001321293,0.00005413584,0.000302993,0.3380459,0.6281134],"study_design_scores_gemma":[0.0003895186,0.0001948007,0.000001472894,0.01897415,0.0001860817,0.000007686705,0.00002094062,0.000001021714,0.000005553402,0.00002877243,0.9799197,0.0002703337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000271537,0.995989,0.000003255585,0.0001019655,0.001935135,0.0003318443,0.0001065498,0.00002982087,0.00147524],"genre_scores_gemma":[0.000002628088,0.9948738,0.00001768831,0.000785217,0.001740608,0.00007555018,0.0007432555,0.00009541403,0.001665887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6418738,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978145283","doi":"10.1016/j.cll.2019.07.014","title":"The Future of Clinical Immunology Laboratory Testing","year":2019,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Immunology; Immune system; Clinical immunology; Immunity; Medicine; Biology","authors":[{"name":"Hugues Allard‐Chamard","is_ca":true},{"name":"Vinay S. Mahajan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07646640580786737,"gpt":0.4547479817530483,"spread":0.378281575945181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397748,0.0003404632,0.001535048,0.00007268488,0.00008122303,0.000005105758,0.0006714652,0.001035846,0.00000319301],"category_scores_gemma":[0.002249311,0.0002162656,0.0001959032,0.0007178019,0.0008162202,0.000002556566,0.0002319728,0.0009588684,0.000009498818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002272322,"about_ca_system_score_gemma":0.001051184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001263967,"about_ca_topic_score_gemma":0.00001117257,"domain_scores_codex":[0.9964857,0.0005015132,0.00199619,0.0005905436,0.0001494085,0.0002766444],"domain_scores_gemma":[0.9956082,0.0009560619,0.001390423,0.001452756,0.0005251573,0.00006739044],"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":[0.00002283541,0.00007250062,0.0001673756,0.001103495,0.0001320722,0.000004896449,0.000005212403,4.573794e-7,0.0001771116,0.001225875,0.005644265,0.9914439],"study_design_scores_gemma":[0.0002943159,0.0003832546,0.00003140985,0.002161026,0.0001719894,0.000003913654,0.00004658833,0.000002216514,0.00002530584,0.0001200614,0.9965559,0.0002040254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001598701,0.9971375,0.00006140384,0.0001337942,0.001537871,0.0006035538,0.0001141048,0.00002361891,0.0002282938],"genre_scores_gemma":[0.00003476347,0.9951966,0.001906088,0.0002219372,0.002255829,0.00005225549,0.0001640679,0.00006137507,0.0001070442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912399,"threshold_uncertainty_score":0.8819053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414107665","doi":"10.1016/j.cll.2025.07.007","title":"Women’s and Transgender Issues in Thrombosis and Hemostasis","year":2025,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Reproductive Health and Contraception","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":"Mount Sinai Hospital; University Health Network","funders":"","keywords":"Hemostasis; Estrogen; Hormone; Thrombosis; Pregnancy; Coagulation; Endogeny; Venous thrombosis; Hormone therapy","authors":[{"name":"Jameel Abdulrehman","is_ca":true},{"name":"Angela C. Weyand","is_ca":false},{"name":"Nadine Shehata","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1257402263713651,"gpt":0.4724372166650055,"spread":0.3466969902936404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002416044,0.0004030727,0.003029383,0.000639478,0.00003882392,0.000007273825,0.00008122945,0.0005317602,0.00009775852],"category_scores_gemma":[0.001439567,0.000307312,0.0000555435,0.001072299,0.0003492208,0.00006931724,0.00003421688,0.001019076,0.000003939064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278698,"about_ca_system_score_gemma":0.0008719425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002393501,"about_ca_topic_score_gemma":0.00003565506,"domain_scores_codex":[0.9968303,0.0003745367,0.001317836,0.0008444841,0.000240651,0.0003921353],"domain_scores_gemma":[0.9982318,0.0006319634,0.0002344208,0.0005084309,0.0001464637,0.0002469622],"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":[0.00006442072,0.0001416041,0.004289494,0.06161723,0.00008155227,0.00004043262,0.001755423,2.840501e-8,9.988125e-7,0.0001794128,0.001404933,0.9304245],"study_design_scores_gemma":[0.00204178,0.0004224022,0.005197416,0.03197473,0.0003489329,0.000008466782,0.0008601705,0.000001820096,2.713191e-7,0.0002603489,0.9586564,0.000227309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003966991,0.9908178,0.000003425905,0.002967289,0.0004879181,0.001407657,0.0000370081,0.00002874515,0.0002831598],"genre_scores_gemma":[0.0002466547,0.9971424,0.00008563856,0.001318512,0.0005734622,0.0002999,0.00004554321,0.00003569874,0.0002521789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9572514,"threshold_uncertainty_score":0.9999379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978051080","doi":"10.1016/j.cll.2019.07.011","title":"Laboratory Testing in the Context of Biologics and Cellular Therapies","year":2019,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"CAR-T cell therapy research","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":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Monoclonal antibody; Context (archaeology); Computational biology; Medicine; Biology; Immunology; Antibody","authors":[{"name":"Hugues Allard‐Chamard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2069582118324191,"gpt":0.4468126421681005,"spread":0.2398544303356814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008206258,0.0005375951,0.003563687,0.0006594122,0.00003868072,0.00001229003,0.0005498345,0.0007560128,0.0002485123],"category_scores_gemma":[0.00505864,0.0003063504,0.0001426992,0.002696268,0.001196857,0.00005174239,0.0001239989,0.002242878,0.00001834458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568847,"about_ca_system_score_gemma":0.001502486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003310438,"about_ca_topic_score_gemma":0.00002310191,"domain_scores_codex":[0.9948278,0.001533658,0.001886801,0.0006622186,0.0006287747,0.0004607342],"domain_scores_gemma":[0.989662,0.007696489,0.0007428835,0.001211,0.000563943,0.0001237168],"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":[0.000144852,0.0003606652,0.01044878,0.03172795,0.0002659837,0.0004002367,0.002714492,1.946282e-7,0.0006577757,0.0005888395,0.0009484815,0.9517418],"study_design_scores_gemma":[0.002177479,0.001243893,0.0002276385,0.02191025,0.0003717872,0.00001611648,0.002783963,0.000009194141,0.0000153911,0.00006479389,0.970907,0.0002724819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006515274,0.9896211,0.000001093164,0.0002980399,0.0004651111,0.002133213,0.0001020253,0.00002465521,0.0008394821],"genre_scores_gemma":[0.001559297,0.9963492,0.00008945187,0.001048945,0.0005410715,0.00006983896,0.00008274687,0.00008330992,0.0001761462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9699585,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}