{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":41,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":41,"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":"cf27955fa91b","filters":{"venue":"Diabetes Spectrum"}},"results":[{"id":"W2397765081","doi":"10.2337/diaspect.18.2.88","title":"Physical Activity/Exercise and Type 2 Diabetes","year":2005,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diet and metabolism studies","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Reprint; Diabetes mellitus; Type 2 diabetes; Gerontology; Family medicine; Endocrinology","authors":[{"name":"Ronald J. Sigal","is_ca":true},{"name":"Glen P. Kenny","is_ca":true},{"name":"David H. Wasserman","is_ca":false},{"name":"Carmen Castaneda‐Sceppa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009873539245513633,"gpt":0.2525427129597376,"spread":0.242669173714224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006485655,0.0009996006,0.0009710094,0.001645153,0.0002988467,0.001329166,0.0004543349,0.001616057,0.01118166],"category_scores_gemma":[0.001469744,0.0001943037,0.0004431325,0.00140613,0.0004553233,0.0007919401,0.0007952652,0.002403803,0.004707186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271683,"about_ca_system_score_gemma":0.0005384994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755025,"about_ca_topic_score_gemma":0.004234882,"domain_scores_codex":[0.9994753,0.0001574479,0.00007255141,0.00007657368,0.0001662753,0.00005180918],"domain_scores_gemma":[0.9994507,0.0002094931,0.00008085349,0.0000231753,0.0001391914,0.00009647474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001940574,0.00007918426,0.001693428,0.004105108,0.0001088863,0.0003486594,0.0002059319,0.00005682369,0.001502462,0.00426727,0.5931969,0.3942413],"study_design_scores_gemma":[0.0000296819,0.0001857617,0.01523443,0.002403607,0.0001070504,0.001423853,0.0001760401,0.00003497907,0.0003245778,0.002756304,0.9773043,0.00001947084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000811547,0.9213587,0.0002719672,0.02804265,0.03612499,0.00001730323,0.0002464569,0.00004082017,0.0130855],"genre_scores_gemma":[0.008039069,0.9081738,0.0007493966,0.01712483,0.04068666,0.0000447933,0.0005094704,0.00003046634,0.02464151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01118166,"threshold_uncertainty_score":0.03740633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009925154","doi":"10.2337/diaspect.28.1.39","title":"Effectiveness and Safety of High-Intensity Interval Training in Patients With Type 2 Diabetes","year":2015,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; High-intensity interval training; Type 2 diabetes; Interval training; Diabetes mellitus; Interval (graph theory); Intensity (physics); Physical therapy; Physical medicine and rehabilitation; Endocrinology","authors":[{"name":"Monique E. François","is_ca":true},{"name":"Jonathan P. Little","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008563662625112215,"gpt":0.2120021253046252,"spread":0.203438462679513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002007071,0.0001957089,0.0009242566,0.000251647,0.0002429608,0.0005560364,0.0001959996,0.0005128334,0.002080698],"category_scores_gemma":[0.006159156,0.00008797269,0.001146864,0.0003992441,0.0001692156,0.0003795482,0.0002692411,0.001023764,0.0001234268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813433,"about_ca_system_score_gemma":0.0004809946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007296726,"about_ca_topic_score_gemma":0.000887961,"domain_scores_codex":[0.9991386,0.0004705594,0.0001159613,0.00007696865,0.0001410619,0.00005686012],"domain_scores_gemma":[0.9966186,0.001994749,0.0006754532,0.000128858,0.0001904763,0.0003918678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1600863,0.00735734,0.2536675,0.002602096,0.003382826,0.0002409807,0.0002862119,0.00111245,0.001729985,0.0002407829,0.001817156,0.5674763],"study_design_scores_gemma":[0.018641,0.1303651,0.8371763,0.0009316516,0.004666004,0.0005603598,0.000499132,0.001950973,0.00110472,0.000591265,0.003459841,0.00005372602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576998,0.03558495,0.0005093501,0.001091746,0.0004209488,0.0001276581,0.0004871041,0.0000216169,0.004056768],"genre_scores_gemma":[0.9939446,0.00429453,0.0003604636,0.0003754195,0.0004574853,0.00005905257,0.0002750064,0.000002930626,0.0002306256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002080698,"threshold_uncertainty_score":0.01061451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511408899","doi":"10.2337/diaspect.29.3.180","title":"Commentary: Why Was Inhaled Insulin a Failure in the Market?","year":2016,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Insulin; Syringe; Insulin pen; Insulin pump; Diabetes mellitus; Intensive care medicine; Surgery; Type 1 diabetes; Internal medicine; Endocrinology; Psychiatry","authors":[{"name":"Jacob Oleck","is_ca":false},{"name":"Shahista Kassam","is_ca":false},{"name":"Jennifer D. Goldman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045983827387541,"gpt":0.2460324649047645,"spread":0.2355726266308891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00692513,0.001398759,0.002600417,0.001615043,0.004824304,0.004646424,0.006610481,0.07872277,0.02333779],"category_scores_gemma":[0.06817725,0.001245508,0.001986515,0.001563431,0.006225155,0.008323292,0.002302134,0.05784794,0.01467725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007806646,"about_ca_system_score_gemma":0.01138519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360698,"about_ca_topic_score_gemma":0.01092281,"domain_scores_codex":[0.9925607,0.002074232,0.0007711393,0.001335655,0.002558541,0.0006998309],"domain_scores_gemma":[0.9517192,0.03253428,0.002435602,0.0008271899,0.00912819,0.003355589],"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":[0.00003646297,0.000007490958,0.00005132275,0.0001536311,0.00001235776,0.00026513,0.00009034998,0.00001897984,0.00003836016,0.0008794187,0.995624,0.002822565],"study_design_scores_gemma":[0.0001336371,0.00006183686,0.0003784425,0.00167034,0.00004913627,0.0009251072,0.0004995048,0.0001694426,0.0002113416,0.005709539,0.9901059,0.00008578291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001017948,0.002206025,0.00005394726,0.9530203,0.0431385,0.00001382811,0.0001313074,0.00003427854,0.001299989],"genre_scores_gemma":[0.001408074,0.001864582,0.00008891361,0.9423125,0.05213897,0.00003251945,0.00004230477,0.0000298257,0.002082266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07872277,"threshold_uncertainty_score":0.07807267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013827077","doi":"10.2337/diaspect.15.1.56","title":"From Thebes to Toronto and the 21st Century: An Incredible Journey","year":2002,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[{"name":"Lee J. Sanders","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03414672943297436,"gpt":0.2832853728165939,"spread":0.2491386433836196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004926429,0.001613711,0.00154576,0.001852733,0.009375334,0.01415708,0.002594439,0.01043675,0.01400194],"category_scores_gemma":[0.01982414,0.0006853539,0.0008909051,0.001774751,0.01020503,0.01589217,0.005987588,0.02394871,0.005040715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01199501,"about_ca_system_score_gemma":0.01865534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05451291,"about_ca_topic_score_gemma":0.1420758,"domain_scores_codex":[0.9949329,0.001566827,0.0002819402,0.0004445863,0.002030914,0.0007427852],"domain_scores_gemma":[0.9836548,0.005365286,0.0009367439,0.0004195081,0.004575318,0.005048338],"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":[0.00001471158,0.000007226622,0.00005126102,0.0001396938,0.000004828373,0.0002372126,0.002237977,0.00001302211,0.00003152494,0.006516328,0.9835798,0.007166338],"study_design_scores_gemma":[0.000004204246,0.000005316763,0.0001219474,0.0003914873,0.000004356674,0.0002119909,0.00222621,0.00001297031,0.00001866086,0.002079704,0.994907,0.00001619189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002729294,0.065594,0.00009845116,0.6803223,0.248542,0.000004896054,0.00004397993,0.0000259218,0.005095465],"genre_scores_gemma":[0.01283965,0.1043211,0.0004616595,0.4314305,0.4234044,0.00002830582,0.00006608623,0.0001226295,0.02732565],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9454871,"threshold_uncertainty_score":0.1083912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048188091","doi":"10.2337/diaspect.22.3.138","title":"Eating Disorders and Diabetes: Introduction and Overview","year":2009,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Eating disorders; Diabetes mellitus; Type 2 diabetes; Gerontology; Population; Psychiatry; Environmental health; Endocrinology","authors":[{"name":"Patricia Colton","is_ca":true},{"name":"Gary Rodin","is_ca":true},{"name":"Richard M. Bergenstal","is_ca":true},{"name":"Christopher G. Parkin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009903993122914751,"gpt":0.2682819756974943,"spread":0.2583779825745796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000555709,0.001592274,0.001290494,0.004457804,0.0006037324,0.001435761,0.0006203836,0.002264556,0.005526895],"category_scores_gemma":[0.0006504258,0.0004710729,0.0006014127,0.0036125,0.000792119,0.002504454,0.001308513,0.002552965,0.001606097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000954137,"about_ca_system_score_gemma":0.001234484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004157028,"about_ca_topic_score_gemma":0.005082542,"domain_scores_codex":[0.9997047,0.0000698748,0.00006685405,0.00005160988,0.00006519933,0.00004182901],"domain_scores_gemma":[0.9994948,0.0001976964,0.00009963863,0.0000110199,0.00007990209,0.0001168722],"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":[0.0003304087,0.0005432965,0.01126636,0.007864526,0.0001524565,0.001639726,0.0007818658,0.001006862,0.001356274,0.009801891,0.1881513,0.777105],"study_design_scores_gemma":[0.00004738535,0.0008158051,0.05421105,0.007589678,0.0001517533,0.01348894,0.0009660297,0.0004206058,0.0001630879,0.01155182,0.9104945,0.0000994035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002643548,0.9761142,0.0009870604,0.008461547,0.00449783,0.00006771745,0.0002826366,0.00005625991,0.006889211],"genre_scores_gemma":[0.005338898,0.9756026,0.001197046,0.004353222,0.009559095,0.00009346617,0.0003923988,0.000008534448,0.003454623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005526895,"threshold_uncertainty_score":0.0184893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987468813","doi":"10.2337/diaspect.28.1.32","title":"Exercise Strategies for Hypoglycemia Prevention in Individuals With Type 1 Diabetes","year":2015,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Hypoglycemia; Anaerobic exercise; Type 2 diabetes; Diabetes mellitus; Physical exercise; Physical fitness; Physical therapy; Aerobic exercise; Endocrinology","authors":[{"name":"Jane E. Yardley","is_ca":true},{"name":"Ronald J. Sigal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03332098516976752,"gpt":0.3016121919766581,"spread":0.2682912068068906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004840488,0.0003826994,0.0004556113,0.0004934852,0.0003558195,0.0004464975,0.000319569,0.0007492382,0.005012819],"category_scores_gemma":[0.001515369,0.00008705174,0.000507542,0.0002425548,0.00008362313,0.000396363,0.0005180298,0.001002903,0.000509807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430393,"about_ca_system_score_gemma":0.0005257013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351315,"about_ca_topic_score_gemma":0.003998185,"domain_scores_codex":[0.9998277,0.00006729343,0.00002359884,0.00001349985,0.00003273683,0.00003504507],"domain_scores_gemma":[0.9997172,0.00009215297,0.00005002064,0.000005441391,0.00003975575,0.00009533072],"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":[0.001894979,0.004432691,0.01410262,0.003719998,0.0002711062,0.000654359,0.000598854,0.000447899,0.001916874,0.0008945751,0.02487766,0.9461884],"study_design_scores_gemma":[0.007961627,0.03202269,0.474463,0.04229353,0.003782827,0.0046617,0.007758209,0.005009337,0.006016449,0.01918327,0.3966328,0.0002144821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4435937,0.3750548,0.006577231,0.0855741,0.006014233,0.00126704,0.0007558959,0.0004249805,0.0807379],"genre_scores_gemma":[0.7420171,0.2069401,0.01922902,0.01672975,0.003499838,0.001158097,0.000687587,0.00003950135,0.009698945],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005012819,"threshold_uncertainty_score":0.01676953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945824967","doi":"10.2337/ds18-0070","title":"The Management of Diabetes in Conflict Settings: Focus on the Syrian Crisis","year":2019,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Diabetes management; Humanitarian crisis; Hypoglycemia; Health care; Refugee; Economic growth; Political science; Endocrinology","authors":[{"name":"Yasmin Khan","is_ca":false},{"name":"Nizar Albache","is_ca":false},{"name":"Ibrahim AlMasri","is_ca":true},{"name":"Robert A. Gabbay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007910356693040903,"gpt":0.2386743862267121,"spread":0.2307640295336711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753661,0.0004338843,0.000516806,0.0006132714,0.002262314,0.003032677,0.0005784828,0.001505736,0.003873331],"category_scores_gemma":[0.004180993,0.0001453381,0.0004290843,0.000549437,0.001137944,0.002050987,0.003172383,0.004986893,0.0003952282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628639,"about_ca_system_score_gemma":0.00578279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007055783,"about_ca_topic_score_gemma":0.02127278,"domain_scores_codex":[0.9991284,0.0004101323,0.0000728765,0.00004545372,0.0001049785,0.0002382059],"domain_scores_gemma":[0.9970618,0.0005292494,0.0002973802,0.00004385927,0.0005032522,0.001564426],"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":[0.0003381583,0.0009013952,0.05635572,0.004666155,0.0001362788,0.01656944,0.01820369,0.000790693,0.001822392,0.01012317,0.2705479,0.6195451],"study_design_scores_gemma":[0.0001832694,0.001478638,0.1588367,0.02616947,0.0002331997,0.03352423,0.09844519,0.001118727,0.0009109694,0.01412297,0.6647679,0.0002088056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09984177,0.2406946,0.001324043,0.6129032,0.007910683,0.0001344699,0.0001291541,0.00007222617,0.03698989],"genre_scores_gemma":[0.5036933,0.3819253,0.005045067,0.08350243,0.02047982,0.0002028821,0.0002088286,0.00006001275,0.00488239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007055783,"threshold_uncertainty_score":0.01907218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2408187559","doi":"10.2337/diaspect.22.1.6","title":"Medical Management of Hyperglycemia in Type 2 Diabetes: A Consensus Algorithm for the Initiation and Adjustment of Therapy","year":2009,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Glycemic; Type 2 diabetes; Diabetes mellitus; Intensive care medicine; Diabetes management; Algorithm; Dyslipidemia; Psychological intervention; Insulin resistance; Endocrinology; Nursing","authors":[{"name":"David M. Nathan","is_ca":false},{"name":"John B. Buse","is_ca":false},{"name":"Mayer B. Davidson","is_ca":false},{"name":"Ele Ferrannini","is_ca":false},{"name":"Rury R. Holman","is_ca":false},{"name":"Robert Sherwin","is_ca":false},{"name":"Bernard Zinman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01434190501308493,"gpt":0.2638669190625858,"spread":0.2495250140495009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05178916,0.005454438,0.006670302,0.01416293,0.004692173,0.008424613,0.01423958,0.01051617,0.006914734],"category_scores_gemma":[0.05333723,0.001950684,0.007541614,0.006954615,0.003553318,0.008096896,0.00966728,0.01994812,0.007634981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241796,"about_ca_system_score_gemma":0.03726231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008394481,"about_ca_topic_score_gemma":0.01021565,"domain_scores_codex":[0.9561965,0.01958892,0.01031834,0.002334822,0.009676385,0.001884984],"domain_scores_gemma":[0.9465146,0.008639853,0.005082805,0.001187514,0.03318631,0.005388866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004388957,0.0008502526,0.007435265,0.003994675,0.000495908,0.001392064,0.001005874,0.008256826,0.000538906,0.01623616,0.550814,0.4085411],"study_design_scores_gemma":[0.002362904,0.001080905,0.02048292,0.04153183,0.001327468,0.006051825,0.0029829,0.04417902,0.001831224,0.08640201,0.7909039,0.000863041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006404174,0.07498587,0.4128215,0.4063822,0.02537781,0.01816177,0.002974833,0.004763411,0.0481284],"genre_scores_gemma":[0.02231936,0.0299049,0.8924102,0.02349664,0.005222036,0.01309581,0.00687742,0.0005272859,0.006146455],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05178916,"threshold_uncertainty_score":0.2738905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139359032","doi":"10.2337/diaspect.15.2.83","title":"Eating Disorders in Adolescent Girls and Young Adult Women With Type 1 Diabetes","year":2002,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Glycemic; Diabetes mellitus; Type 1 diabetes; Type 2 diabetes; Eating disorders; Gerontology; Pediatrics; Psychiatry; Endocrinology","authors":[{"name":"Denis Daneman","is_ca":false},{"name":"Gary Rodin","is_ca":false},{"name":"Jennifer M. Jones","is_ca":false},{"name":"Patricia Colton","is_ca":false},{"name":"Anne Rydall","is_ca":false},{"name":"Sherry Maharaj","is_ca":false},{"name":"Marion P. Olmsted","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009661408126482798,"gpt":0.2269597734713256,"spread":0.2172983653448428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003517584,0.0001513964,0.0003487577,0.0007728342,0.0006981898,0.0006313785,0.0002322976,0.0004733577,0.002107866],"category_scores_gemma":[0.00188251,0.0002583562,0.0002687494,0.0009575726,0.0002880792,0.0004568982,0.0004023799,0.000979836,0.0001675516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323752,"about_ca_system_score_gemma":0.0006467828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883962,"about_ca_topic_score_gemma":0.03677136,"domain_scores_codex":[0.999785,0.00005021321,0.00002527963,0.0000235371,0.0000665439,0.00004944529],"domain_scores_gemma":[0.9992824,0.0001522233,0.0002426296,0.00001077803,0.00007560205,0.0002362484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002586137,0.00007383733,0.978283,0.0001207548,0.00002164725,0.001181596,0.00168951,0.00001073786,0.00007852931,0.0001209196,0.002905204,0.01548832],"study_design_scores_gemma":[0.000008362521,0.00008958018,0.9840599,0.0005461181,0.00002289132,0.003750994,0.007300254,0.00002832314,0.00002655696,0.00009143257,0.004069037,0.000006585964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145392,0.05855023,0.0001302953,0.01326199,0.001084297,0.0001534196,0.001084374,0.00001763793,0.01117849],"genre_scores_gemma":[0.9332771,0.06121688,0.0002260333,0.00254431,0.0004768447,0.00009612077,0.0003722014,0.000007018373,0.001783532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883962,"threshold_uncertainty_score":0.03745991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105202048","doi":"10.2337/diaspect.25.4.217","title":"Hypoglycemia After Gastric Bypass Surgery","year":2012,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Hypoglycemia; Hyperinsulinemic hypoglycemia; Gastric bypass surgery; Nesidioblastosis; Dumping syndrome; Etiology; Complication; Surgery; Gastric bypass; Diabetes mellitus; Intensive care medicine; Weight loss; Gastrectomy; Internal medicine; Obesity; Cancer; Endocrinology","authors":[{"name":"Ekta Singh","is_ca":false},{"name":"Adrian Vella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01293071449444873,"gpt":0.2253679743653312,"spread":0.2124372598708825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001343821,0.0001642232,0.0002323886,0.0003052345,0.000354699,0.0003882695,0.00009291484,0.0003791689,0.001236703],"category_scores_gemma":[0.001027997,0.00004839274,0.0002253729,0.0003683654,0.0001157457,0.0002338739,0.0003072426,0.0008251537,0.0001781029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389776,"about_ca_system_score_gemma":0.0001843012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007514725,"about_ca_topic_score_gemma":0.0007035161,"domain_scores_codex":[0.9998854,0.00002559395,0.00001748184,0.00001305813,0.00002747548,0.00003082765],"domain_scores_gemma":[0.999503,0.0001109485,0.000160235,0.00002058586,0.00004621308,0.0001589729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004868305,0.0003708882,0.5095642,0.0008427889,0.0003670201,0.246148,0.0007969589,0.0005136821,0.009103176,0.001181933,0.007708322,0.2185348],"study_design_scores_gemma":[0.0001294678,0.001826449,0.6961377,0.0002770625,0.0002334266,0.2752308,0.00095066,0.000596645,0.002045038,0.002073844,0.02044933,0.00004964842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589095,0.02285866,0.0009475249,0.002259176,0.0008371879,0.00002991569,0.0002946443,0.00006244593,0.01380088],"genre_scores_gemma":[0.9947928,0.003165255,0.000117706,0.0004332149,0.0004180962,0.000004829042,0.0003073038,0.000004603995,0.0007561548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001236703,"threshold_uncertainty_score":0.004137218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945834924","doi":"10.2337/ds18-0074","title":"Living With Hypoglycemia: An Exploration of Patients’ Emotions: Qualitative Findings From the InHypo-DM Study, Canada","year":2019,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"The King's University; Centre for Family Medicine; Western University","funders":"","keywords":"Medicine; Hypoglycemia; Qualitative research; Gerontology; Diabetes mellitus; Endocrinology; Anthropology","authors":[{"name":"Judith Belle Brown","is_ca":true},{"name":"Sonja M. Reichert","is_ca":true},{"name":"Yashoda Valliere","is_ca":true},{"name":"Susan Webster-Bogaert","is_ca":true},{"name":"Alexandria Ratzki‐Leewing","is_ca":true},{"name":"Bridget Ryan","is_ca":true},{"name":"Stewart B. Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02710489701596142,"gpt":0.2833009889233515,"spread":0.2561960919073901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006442887,0.0004330719,0.0008716708,0.001450043,0.01382233,0.005079437,0.00180992,0.001147403,0.001984434],"category_scores_gemma":[0.01181363,0.0005197632,0.0004420174,0.003094734,0.006797181,0.001616187,0.004572203,0.002524083,0.0001723036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03302759,"about_ca_system_score_gemma":0.04063468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7365526,"about_ca_topic_score_gemma":0.8483934,"domain_scores_codex":[0.9951478,0.002291229,0.000178532,0.0002896054,0.0006197215,0.001473124],"domain_scores_gemma":[0.9914041,0.004810019,0.0006073878,0.0001425892,0.00117937,0.001856621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003299428,0.00001977886,0.004439248,0.0001316655,0.000003726616,0.0004849381,0.9913322,0.00002084405,0.0002369579,0.0003283603,0.000677826,0.002291588],"study_design_scores_gemma":[0.000002484339,0.00000943865,0.003510421,0.0001311044,0.000002354003,0.00005653244,0.9935713,0.00001794622,0.00003362354,0.00004987758,0.002606694,0.000008270585],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882649,0.001808166,0.0004646656,0.003447227,0.00007150917,0.0002516357,0.0004546306,0.00001078931,0.005226552],"genre_scores_gemma":[0.9939921,0.001801217,0.0004357004,0.001283623,0.0000174282,0.0002627248,0.0001543809,0.00002379178,0.002028961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2634474,"threshold_uncertainty_score":0.5299978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006043206","doi":"10.2337/ds19-0016","title":"Therapeutic Inertia in People With Type 2 Diabetes in Primary Care: A Challenge That Just Won’t Go Away","year":2020,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Glycemic; Primary care; Type 2 diabetes; Diabetes mellitus; Inertia; Intensive care medicine; Family medicine","authors":[{"name":"Nemin Adam Zhu","is_ca":true},{"name":"Stewart B. Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02632734876760835,"gpt":0.2500070425761253,"spread":0.223679693808517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01400068,0.0004834118,0.00197614,0.0009626536,0.004124098,0.007586573,0.001360063,0.004933514,0.005378037],"category_scores_gemma":[0.04598843,0.0004647417,0.001231891,0.0009347519,0.004395822,0.009162317,0.005812347,0.01337035,0.001447942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709984,"about_ca_system_score_gemma":0.01183431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009484288,"about_ca_topic_score_gemma":0.02192103,"domain_scores_codex":[0.9918345,0.003788096,0.0008001854,0.0006668625,0.001951221,0.0009590346],"domain_scores_gemma":[0.9720733,0.01005207,0.002962591,0.0009737593,0.003741487,0.01019679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005428772,0.0006227021,0.03677921,0.002972168,0.0004893176,0.00114257,0.009448339,0.0003093932,0.0005347338,0.0134067,0.3499039,0.583848],"study_design_scores_gemma":[0.001026254,0.002164248,0.1087231,0.02933862,0.001103284,0.004855305,0.04124147,0.001943374,0.000594147,0.1465193,0.6618201,0.0006708782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.011288,0.04165788,0.0009411985,0.936211,0.005490489,0.000030855,0.00006496542,0.00007512657,0.004240502],"genre_scores_gemma":[0.3572702,0.1355824,0.01014909,0.4635668,0.02780446,0.0002989293,0.0003075129,0.0002204471,0.00480018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01400068,"threshold_uncertainty_score":0.07404357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212669777","doi":"10.2337/dsi21-0013","title":"Here for You: A Review of Social Support Research in Young Adults With Diabetes","year":2021,"lang":"en","type":"review","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Psychosocial; Social support; Glycemic; Diabetes mellitus; Intervention (counseling); Gerontology; Young adult; Psychiatry; Psychotherapist; Psychology; Endocrinology","authors":[{"name":"Brenda Duran","is_ca":false},{"name":"Tricia S. Tang","is_ca":true},{"name":"Randi Streisand","is_ca":false},{"name":"Barbara J. Anderson","is_ca":false},{"name":"Sarah K. Lyons","is_ca":false},{"name":"Siripoom McKay","is_ca":false},{"name":"Marisa E. Hilliard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06499464541398846,"gpt":0.3986465555036066,"spread":0.3336519100896181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001646932,0.001043925,0.002511413,0.005086601,0.0004964522,0.001731027,0.001003953,0.001494916,0.005218237],"category_scores_gemma":[0.005301699,0.0004182852,0.001558095,0.005441234,0.0004276881,0.001967712,0.001131385,0.001852345,0.001137514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007930612,"about_ca_system_score_gemma":0.002635866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002815214,"about_ca_topic_score_gemma":0.00577386,"domain_scores_codex":[0.999191,0.000216916,0.0002227856,0.00009686235,0.0002304067,0.00004215198],"domain_scores_gemma":[0.9973599,0.001858652,0.0003262892,0.00002948381,0.0003256613,0.0001000274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001028903,0.0000437811,0.0002759143,0.2030343,0.000456106,0.00009924136,0.0001782267,0.00009964033,0.0002437611,0.001173979,0.03536942,0.7589229],"study_design_scores_gemma":[0.00006765709,0.0001589357,0.002401401,0.2571767,0.00181899,0.001075218,0.0003504819,0.00007245966,0.0001475532,0.001598932,0.7350801,0.0000515823],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000313745,0.999392,0.00002426654,0.0002086124,0.0001714131,0.000006628006,0.0000171346,0.000002297186,0.0001461974],"genre_scores_gemma":[0.0001987548,0.9993637,0.00006403744,0.0001800454,0.00009945754,0.00000849561,0.0000168691,7.231013e-7,0.00006795273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005218237,"threshold_uncertainty_score":0.01745677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969165626","doi":"10.2337/ds18-0097","title":"Insulin-and-Glucagon Artificial Pancreas Versus Insulin-Alone Artificial Pancreas: A Short Review","year":2019,"lang":"en","type":"review","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Artificial pancreas; Medicine; Hypoglycemia; Glucagon; Insulin; Insulin delivery; Internal medicine; Endocrinology; Pancreas; Hormone; Diabetes mellitus; Type 1 diabetes","authors":[{"name":"Ahmad Haidar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09196041457553762,"gpt":0.360477212038107,"spread":0.2685167974625693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006608577,0.001064607,0.002126613,0.003990219,0.0003065323,0.001282899,0.001049432,0.00106369,0.006448549],"category_scores_gemma":[0.001769913,0.0003399751,0.001395497,0.004177431,0.0003968297,0.00157543,0.0007083589,0.001275053,0.001064626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555176,"about_ca_system_score_gemma":0.001692468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749247,"about_ca_topic_score_gemma":0.003020596,"domain_scores_codex":[0.9997062,0.00005400153,0.00008531063,0.0000542791,0.00007742905,0.00002270978],"domain_scores_gemma":[0.9990233,0.0006730623,0.000150894,0.00001483845,0.0001053192,0.00003263754],"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":[0.0002346148,0.00008053815,0.0002006399,0.2274858,0.0005242119,0.0001841987,0.00008646425,0.0002918965,0.0007744015,0.002491687,0.02532792,0.7423176],"study_design_scores_gemma":[0.0000823952,0.0002401768,0.001755276,0.1066489,0.002293217,0.001685366,0.0001567149,0.0001280287,0.0003911992,0.002452462,0.8841242,0.00004205811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004919545,0.9994993,0.00002120148,0.00007875225,0.0001023176,0.000004221381,0.00001556146,0.000001922714,0.0002275703],"genre_scores_gemma":[0.0002861244,0.9993782,0.00006127208,0.00009023704,0.00006696511,0.000004753895,0.00001804835,5.961045e-7,0.0000938621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006448549,"threshold_uncertainty_score":0.02157253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988708572","doi":"10.2337/diaspect.24.2.70","title":"Coping Skills Training for Youths With Diabetes","year":2011,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Medicine; Glycemic; Neglect; Coping (psychology); Cognition; Developmental psychology; Type 1 diabetes; Disease; Autonomy; Clinical psychology; Type 2 diabetes; Social skills; Diabetes mellitus; Psychiatry; Psychology","authors":[{"name":"Margaret Grey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04183216790903443,"gpt":0.2711119568706185,"spread":0.229279788961584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004411301,0.0003190788,0.0003863315,0.0005101587,0.0007857195,0.0003767219,0.0005117074,0.0004904561,0.009478216],"category_scores_gemma":[0.001212486,0.00009014069,0.000634056,0.000287526,0.000114157,0.000270384,0.0008111982,0.001154426,0.0006601149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958849,"about_ca_system_score_gemma":0.0007528045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308305,"about_ca_topic_score_gemma":0.003754288,"domain_scores_codex":[0.9998597,0.00003071183,0.00001032493,0.00001383969,0.00002720318,0.00005821054],"domain_scores_gemma":[0.9996972,0.00004364263,0.00004076788,0.000008425453,0.0000246667,0.0001852902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.000609885,0.0183635,0.06559789,0.002282693,0.0002525323,0.001647525,0.003439613,0.0002051016,0.001587082,0.0006878131,0.04252277,0.8628037],"study_design_scores_gemma":[0.003982319,0.01326854,0.7698975,0.01146695,0.0008324916,0.009381196,0.01532986,0.001665783,0.002173066,0.003908914,0.1679654,0.0001281059],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130687,0.03713145,0.00122669,0.00959545,0.002281455,0.001202513,0.0006623639,0.0002444393,0.03458702],"genre_scores_gemma":[0.9418922,0.02955218,0.008446472,0.004210223,0.000954568,0.001902574,0.0009542144,0.00002609567,0.01206136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009478216,"threshold_uncertainty_score":0.03170776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895364052","doi":"10.2337/ds18-0016","title":"Patient Perspectives on Managing Type 1 Diabetes During High-Performance Exercise: What Resources Do They Want?","year":2018,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Glycemic; Type 2 diabetes; Athletes; Diabetes management; Diabetes mellitus; Physical therapy; Focus group; Peer support; Mentorship; Qualitative research; Hypoglycemia; Nursing; Medical education; Endocrinology","authors":[{"name":"Stephanie Dizon","is_ca":true},{"name":"Janine Malcolm","is_ca":true},{"name":"Margo Rowan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006971995030567127,"gpt":0.2305636015536043,"spread":0.2235916065230372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006000657,0.0002756292,0.0004961489,0.0005431678,0.003508605,0.003390697,0.0008833741,0.002029949,0.003053954],"category_scores_gemma":[0.0124223,0.0002900889,0.0004863553,0.0007167414,0.002505151,0.002772878,0.002693307,0.002407891,0.0003463786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470256,"about_ca_system_score_gemma":0.002363637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004062182,"about_ca_topic_score_gemma":0.006465131,"domain_scores_codex":[0.9936323,0.00460691,0.0002801841,0.0002160229,0.0006164552,0.0006482342],"domain_scores_gemma":[0.9894064,0.006188054,0.001427549,0.0001188599,0.0008408293,0.002018365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000235307,0.0002439801,0.09129424,0.001674389,0.0001001198,0.002849851,0.8431664,0.0001558869,0.0016037,0.001683471,0.007903029,0.04908966],"study_design_scores_gemma":[0.00002986201,0.0003341717,0.02152894,0.001338148,0.00006275482,0.002004841,0.9585091,0.0001476917,0.0002717364,0.0007750455,0.01493046,0.00006719441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501166,0.004341522,0.001110729,0.03320524,0.0002960813,0.00007496554,0.0002265333,0.00002423123,0.01060408],"genre_scores_gemma":[0.9923483,0.002423283,0.000638931,0.003583003,0.00008057998,0.00004829902,0.00005162413,0.00001020055,0.0008158782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006000657,"threshold_uncertainty_score":0.03173488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213213201","doi":"10.2337/ds21-0081","title":"Peer Support Interventions on Digital Platforms for Children With Type 1 Diabetes and Their Caregivers","year":2022,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Social media; Psychological intervention; Peer support; Digitization; Modalities; Digital health; Social support; Digital media; Type 2 diabetes; Internet privacy; Medical education; Diabetes mellitus; Nursing; World Wide Web; Health care; Psychotherapist; Psychology; Computer science","authors":[{"name":"Reena Titoria","is_ca":true},{"name":"Shazhan Amed","is_ca":true},{"name":"Tricia S. Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01751581707013829,"gpt":0.2587514066974874,"spread":0.2412355896273491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009411182,0.0002703575,0.0003018818,0.0003699497,0.0009538943,0.0005010057,0.0005013398,0.0002771647,0.003595741],"category_scores_gemma":[0.004357822,0.00008156116,0.0003393925,0.0002354055,0.0002344371,0.0006050447,0.001732733,0.0005201907,0.0001660325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00046018,"about_ca_system_score_gemma":0.001119267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560482,"about_ca_topic_score_gemma":0.005890606,"domain_scores_codex":[0.9993427,0.000365764,0.00003766963,0.00004549044,0.00009387668,0.0001144633],"domain_scores_gemma":[0.9990247,0.0004415068,0.0001507197,0.00002998317,0.00006382565,0.0002891893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009954958,0.004986844,0.03354266,0.002596244,0.0001982605,0.00166318,0.02209748,0.000378401,0.001248455,0.001389647,0.01108583,0.9198175],"study_design_scores_gemma":[0.005577612,0.02983456,0.4541659,0.01949302,0.00210271,0.007909635,0.2594326,0.003427457,0.008498138,0.007790194,0.2015437,0.0002244867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793298,0.007660322,0.0005663286,0.001967496,0.00020616,0.0002803033,0.00004943689,0.00003534356,0.009904933],"genre_scores_gemma":[0.9782768,0.01454978,0.00436513,0.0002857977,0.0001416485,0.0006556277,0.00006497266,0.000005988288,0.00165418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003595741,"threshold_uncertainty_score":0.01202893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163074260","doi":"10.2337/diaspect.28.1.14","title":"Moving Beyond Cardio: The Value of Resistance Training, Balance Training, and Other Forms of Exercise in the Management of Diabetes","year":2015,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Training (meteorology); Flexibility (engineering); Resistance training; Aerobic exercise; Balance (ability); Diabetes mellitus; Promotion (chess); Physical therapy; Diabetes management; Physical medicine and rehabilitation; Type 2 diabetes; Endocrinology","authors":[{"name":"Marni J. Armstrong","is_ca":true},{"name":"Sheri R. Colberg","is_ca":false},{"name":"Ronald J. Sigal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01931130264065604,"gpt":0.2571215693384748,"spread":0.2378102666978188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760403,0.0004514227,0.000961773,0.001084008,0.0005827928,0.001982883,0.00057292,0.001909395,0.003526338],"category_scores_gemma":[0.005233643,0.0001406329,0.0006571863,0.0005779207,0.0007886927,0.001763797,0.0008049717,0.004138863,0.0007730733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007679131,"about_ca_system_score_gemma":0.001604368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971383,"about_ca_topic_score_gemma":0.01239613,"domain_scores_codex":[0.9988045,0.0005625979,0.0001293404,0.00007208691,0.0003662904,0.00006527208],"domain_scores_gemma":[0.9975194,0.001480424,0.0003355501,0.00003456301,0.0004011355,0.00022891],"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":[0.0004400864,0.0002263425,0.002604308,0.005214966,0.0002056582,0.0005554074,0.0002474023,0.0001366524,0.0007098494,0.002395304,0.04313018,0.9441338],"study_design_scores_gemma":[0.000691219,0.002332076,0.05562731,0.08020243,0.001649301,0.005855171,0.003783219,0.00071474,0.001165951,0.0172192,0.8305268,0.0002325607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002935093,0.913821,0.0003501984,0.07180885,0.003359656,0.0000139829,0.00002427132,0.00001369903,0.007673257],"genre_scores_gemma":[0.02904791,0.926221,0.002125263,0.02945849,0.01007572,0.00003133387,0.00003871564,0.00001147065,0.002990104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003526338,"threshold_uncertainty_score":0.01179677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376604606","doi":"10.2337/dsi22-0017","title":"Is There an Optimal Time of Day for Exercise? A Commentary on When to Exercise for People Living With Type 1 or Type 2 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Medicine; Prediabetes; Type 2 diabetes; Diabetes mellitus; Physical therapy; Health benefits; Gerontology; Physical exercise; Endocrinology","authors":[{"name":"Michael C. Riddell","is_ca":true},{"name":"Lauren V. Turner","is_ca":true},{"name":"Susana R. Patton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02232658414928626,"gpt":0.2897870109574318,"spread":0.2674604268081455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01343229,0.001639338,0.003894899,0.001977108,0.005139928,0.00395945,0.009018932,0.04454193,0.01003349],"category_scores_gemma":[0.07916839,0.001331555,0.003578648,0.002293961,0.006731187,0.009916699,0.002391506,0.06874849,0.005914143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008620623,"about_ca_system_score_gemma":0.01494174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04018777,"about_ca_topic_score_gemma":0.05463578,"domain_scores_codex":[0.989341,0.004869388,0.001681604,0.0009906521,0.002357486,0.0007599503],"domain_scores_gemma":[0.9196765,0.0592851,0.002541209,0.0008560665,0.01395852,0.003682572],"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":[0.00008323376,0.00001361776,0.00006278788,0.0009653406,0.00002740936,0.0001199426,0.0002344211,0.0000255225,0.00004313394,0.001630455,0.9896253,0.007168974],"study_design_scores_gemma":[0.0002299959,0.0001195986,0.0008981432,0.01380187,0.0001826923,0.000509113,0.001537759,0.0001225035,0.0001417665,0.00474858,0.9775881,0.0001198696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001150293,0.02424088,0.00008137575,0.8888013,0.08517862,0.00002345133,0.0001118961,0.00002044599,0.001426985],"genre_scores_gemma":[0.001334747,0.01302567,0.0002213179,0.9304314,0.05292001,0.00008961721,0.00005040118,0.00002893468,0.00189786],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04454193,"threshold_uncertainty_score":0.07990772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946459353","doi":"10.2337/ds18-0083","title":"Food Insecurity Screening Among Families of Children With Diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Toronto Metropolitan University","funders":"","keywords":"Medicine; Likert scale; Family medicine; Interview; Type 2 diabetes; Scale (ratio); Stigma (botany); Nursing; Diabetes mellitus; Psychiatry; Psychology","authors":[{"name":"Michele Vitale","is_ca":true},{"name":"Linda Dorado","is_ca":true},{"name":"Vanita Pais","is_ca":true},{"name":"Souraya Sidani","is_ca":true},{"name":"Enza Gucciardi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03877133997455957,"gpt":0.320329461119605,"spread":0.2815581211450455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596695,0.0002129267,0.0002787997,0.0006673603,0.001431207,0.0008483038,0.0004744428,0.0004508595,0.002046342],"category_scores_gemma":[0.0131307,0.0002449469,0.000382987,0.0007366735,0.0005669695,0.0009445529,0.001075835,0.0006524234,0.0001115693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233322,"about_ca_system_score_gemma":0.002197265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488725,"about_ca_topic_score_gemma":0.02371172,"domain_scores_codex":[0.9982662,0.0008798797,0.0001224045,0.0001471234,0.0003208832,0.0002636122],"domain_scores_gemma":[0.9943718,0.002576514,0.001731611,0.0001430779,0.0005018469,0.0006751282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001486853,0.000240809,0.9470885,0.0001959377,0.00003155821,0.000924689,0.01858525,0.00005895204,0.0002422651,0.00004086118,0.0008040391,0.0316385],"study_design_scores_gemma":[0.0000298025,0.001129945,0.9281811,0.0005175683,0.00005008106,0.001634542,0.06441627,0.0001462208,0.0002735276,0.0001072471,0.003480542,0.0000331889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978472,0.0006362852,0.00004794727,0.0004951386,0.000009968117,0.00003393689,0.00008643259,0.000003399816,0.0008396959],"genre_scores_gemma":[0.9981462,0.001065111,0.0002551122,0.0002685432,0.00001432746,0.00006161245,0.00007854249,0.000001799602,0.0001088883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488725,"threshold_uncertainty_score":0.02960116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376604779","doi":"10.2337/dsi22-0016","title":"Where to Start? Physical Assessment, Readiness, and Exercise Recommendations for People With Type 1 or Type 2 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Type 2 diabetes; Glycemic; Hypoglycemia; Aerobic exercise; Disease; Physical therapy; Sedentary lifestyle; Diabetes mellitus; Intensive care medicine; Physical exercise; Resistance training; Physical activity; Internal medicine; Endocrinology","authors":[{"name":"Marni J. Armstrong","is_ca":true},{"name":"Sheri R. Colberg","is_ca":false},{"name":"Ronald J. Sigal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02916431185996913,"gpt":0.3370461193887541,"spread":0.3078818075287849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020867,0.0003884416,0.000580259,0.0009418776,0.0009618487,0.0008052756,0.0007770094,0.001658959,0.01122471],"category_scores_gemma":[0.003739482,0.0002004923,0.0007163952,0.0003413981,0.0001959777,0.001327501,0.0008724332,0.004210205,0.002798561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005689063,"about_ca_system_score_gemma":0.002189787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006957847,"about_ca_topic_score_gemma":0.0241715,"domain_scores_codex":[0.9995496,0.0001488254,0.00007552273,0.00002908666,0.0001104838,0.00008651369],"domain_scores_gemma":[0.9990029,0.0001445376,0.0001176106,0.00001282279,0.0001856621,0.0005364139],"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":[0.0002321638,0.002028649,0.02902218,0.001332663,0.00008760738,0.0009948068,0.0006718402,0.0003512984,0.0005331364,0.0007456968,0.5702816,0.3937183],"study_design_scores_gemma":[0.002012378,0.002362294,0.3581366,0.02694997,0.0006995052,0.003560248,0.01105982,0.00276936,0.0009919923,0.01460977,0.5765093,0.0003388223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1058353,0.05965903,0.00653843,0.7005207,0.01365031,0.002446707,0.004024662,0.001101287,0.1062234],"genre_scores_gemma":[0.4803519,0.1786069,0.0956533,0.1609726,0.01138055,0.005772302,0.006503128,0.0002544173,0.06050496],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01122471,"threshold_uncertainty_score":0.03755039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968143630","doi":"10.2337/ds18-0094","title":"Single-Hormone Artificial Pancreas Use in Diabetes: Clinical Efficacy and Remaining Challenges","year":2019,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"","keywords":"Medicine; Hypoglycemia; Artificial pancreas; Diabetes mellitus; Insulin; Concomitant; Hormone; Psychological intervention; Intensive care medicine; Clinical trial; Diabetes management; Pancreas; Internal medicine; Bioinformatics; Endocrinology; Type 2 diabetes; Type 1 diabetes; Psychiatry","authors":[{"name":"Nadine Taleb","is_ca":true},{"name":"Sémah Tagougui","is_ca":true},{"name":"Rémi Rabasa‐Lhoret","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08760142921968198,"gpt":0.3188638037709102,"spread":0.2312623745512282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02821386,0.0005934864,0.002535191,0.0008445168,0.0003745008,0.003115348,0.001301649,0.002062424,0.004113141],"category_scores_gemma":[0.02573672,0.0001970285,0.001439053,0.001442727,0.001756967,0.003318691,0.0007553379,0.002548359,0.001122291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009422814,"about_ca_system_score_gemma":0.001758286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006681742,"about_ca_topic_score_gemma":0.001365743,"domain_scores_codex":[0.9922469,0.004029579,0.001413869,0.000430087,0.001595868,0.0002836526],"domain_scores_gemma":[0.9611944,0.02525168,0.005008004,0.00153342,0.005270525,0.001741967],"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":[0.005510601,0.0009136945,0.008273761,0.004079724,0.0003446309,0.0002268389,0.0002047664,0.0003529429,0.001243879,0.001502049,0.007765936,0.9695811],"study_design_scores_gemma":[0.01176135,0.1251027,0.1798386,0.04995779,0.005261564,0.00849975,0.005067365,0.005628578,0.01203842,0.02501614,0.5713188,0.0005088608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02745338,0.9402379,0.001295894,0.02430748,0.001048797,0.0001037416,0.0002153661,0.00004775074,0.005289708],"genre_scores_gemma":[0.3329482,0.6372687,0.005095141,0.01437382,0.007449331,0.0003137641,0.0005618496,0.00008487483,0.001904265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02821386,"threshold_uncertainty_score":0.1492109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386533274","doi":"10.2337/ds23-0012","title":"Usefulness of the Montreal Cognitive Assessment in Older Adults With Type 1 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Alzheimer's Association","keywords":"Montreal Cognitive Assessment; Medicine; Cutoff; Receiver operating characteristic; Neuropsychological assessment; Area under the curve; Youden's J statistic; Cognition; Neuropsychology; Normative; Type 2 diabetes; Internal medicine; Neuropsychological test; Population; Repeatable Battery for the Assessment of Neuropsychological Status; Diabetes mellitus; Gerontology; Cognitive impairment; Endocrinology; Psychiatry","authors":[{"name":"James Choe","is_ca":false},{"name":"Rachel Kudrna","is_ca":false},{"name":"Luciana Mascarenhas Fonseca","is_ca":false},{"name":"Naomi Chaytor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01312893199301544,"gpt":0.2696288742760728,"spread":0.2564999422830573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003050315,0.0007458321,0.0004998122,0.001554134,0.0003100705,0.0008351202,0.0004562476,0.0006115987,0.0008289807],"category_scores_gemma":[0.01228743,0.000152804,0.0006772113,0.0006716784,0.0002145595,0.0007341334,0.0006113864,0.0005298364,0.0002192361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005134991,"about_ca_system_score_gemma":0.0005326287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134388,"about_ca_topic_score_gemma":0.02864818,"domain_scores_codex":[0.9990569,0.0003074484,0.000152245,0.0001482666,0.0002554718,0.00007970387],"domain_scores_gemma":[0.9970694,0.0006942023,0.001222956,0.0000911588,0.0006750041,0.0002472613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003840456,0.00007800764,0.9762598,0.00005445546,0.000198723,0.00005264221,0.00006996536,0.0003023136,0.0001411326,0.00003082132,0.0005162005,0.02191191],"study_design_scores_gemma":[0.0000326528,0.000434842,0.9965711,0.00007975433,0.0001265462,0.0002401341,0.00008893235,0.00176567,0.0001845331,0.00008834578,0.0003734887,0.00001407091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902138,0.004659751,0.000596503,0.0002697989,0.00005186762,0.00008119882,0.0009403217,0.00005443493,0.003132377],"genre_scores_gemma":[0.9979143,0.0005304346,0.0008647946,0.0000571928,0.00002328007,0.00002906927,0.0003886624,0.000001847952,0.0001903542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0134388,"threshold_uncertainty_score":0.02672112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376638057","doi":"10.2337/ds22-0077","title":"“I’ll Just Forever Be That Person Who Stands in the Middle of the Dance Floor Drinking a Juice Box”: Supporting the Transition to Adulthood With Type 1 Diabetes in a Post-Secondary University/College Setting","year":2023,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Thematic analysis; Type 2 diabetes; Medicine; Diabetes mellitus; Qualitative research; Psychological intervention; Type 1 diabetes; Gerontology; Dance; Reflexivity; Family medicine; Nursing; Endocrinology","authors":[{"name":"Jessica Kichler","is_ca":true},{"name":"Alana Gyemi","is_ca":true},{"name":"Robert Papak","is_ca":true},{"name":"Kenzie Tapp","is_ca":true},{"name":"Brianna Grandi","is_ca":true},{"name":"Krista Lucier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02335266203522484,"gpt":0.2429453673715952,"spread":0.2195927053363703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009388181,0.000452617,0.0004647516,0.0005908427,0.009818306,0.00422012,0.002102213,0.002101269,0.003500481],"category_scores_gemma":[0.01126031,0.0004135656,0.0007740271,0.0004882067,0.005434995,0.004418485,0.008250552,0.004642459,0.0005706444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002920937,"about_ca_system_score_gemma":0.01379723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008854901,"about_ca_topic_score_gemma":0.02292941,"domain_scores_codex":[0.9939347,0.00368873,0.0001775901,0.0002459948,0.0004618336,0.00149114],"domain_scores_gemma":[0.9916612,0.00203407,0.0007589133,0.000190135,0.0006927899,0.004662939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001039848,0.001068885,0.03676756,0.001403167,0.00005271594,0.002854603,0.8598657,0.0001148257,0.001876364,0.002775633,0.01177405,0.08134261],"study_design_scores_gemma":[0.00002061568,0.0003349476,0.01165437,0.0007444053,0.00002815906,0.0005440901,0.9670108,0.0001008813,0.0002585279,0.0007123415,0.01856094,0.0000299613],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522535,0.002337631,0.002121875,0.03036803,0.00057458,0.0003608951,0.0000605094,0.00007468864,0.01184832],"genre_scores_gemma":[0.9861065,0.002459354,0.003701925,0.005070893,0.00007714509,0.0002120816,0.00004760969,0.0000228373,0.002301547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009818306,"threshold_uncertainty_score":0.04965001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014727903","doi":"10.2337/ds19-0075","title":"Development and Validation of the McGill Empowerment Assessment–Diabetes (MEA-D)","year":2020,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sante Montreal; McGill University","funders":"","keywords":"Cronbach's alpha; Medicine; Empowerment; Content validity; Face validity; Psychological intervention; Type 2 diabetes; Gerontology; Health care; Diabetes mellitus; Clinical psychology; Family medicine; Psychometrics; Nursing; Applied psychology; Psychology","authors":[{"name":"Justin Gagnon","is_ca":true},{"name":"Fanny Hersson-Edery","is_ca":true},{"name":"Jennifer Reoch","is_ca":true},{"name":"Hao Zhang","is_ca":true},{"name":"Tibor Schuster","is_ca":true},{"name":"Pierre Pluye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871716044097703,"gpt":0.2546189750592065,"spread":0.2359018146182295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02165632,0.0003224137,0.0004367566,0.001655938,0.0006491242,0.0009370258,0.001016461,0.0004197645,0.002030328],"category_scores_gemma":[0.04178898,0.0002294774,0.001025359,0.001193568,0.0006643865,0.0005503498,0.002066768,0.001090308,0.0002949937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996854,"about_ca_system_score_gemma":0.009570774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306156,"about_ca_topic_score_gemma":0.03183383,"domain_scores_codex":[0.9883757,0.005068149,0.001499419,0.0005684075,0.003935361,0.0005530525],"domain_scores_gemma":[0.9754527,0.00998349,0.001854732,0.001080528,0.0102543,0.00137429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007109716,0.0008190084,0.3697231,0.000955403,0.0002059441,0.0001747005,0.004953252,0.001851982,0.00249482,0.003900491,0.01875528,0.5954552],"study_design_scores_gemma":[0.0004628556,0.001626938,0.8890695,0.001500526,0.0001933719,0.000538706,0.00408248,0.004522179,0.004048358,0.003433819,0.09033839,0.000182907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8039961,0.00355741,0.08098997,0.005057547,0.0007337021,0.04685108,0.01746589,0.0006029464,0.04074528],"genre_scores_gemma":[0.7676203,0.001659073,0.183203,0.001239735,0.0001127693,0.03526596,0.007320074,0.00008742035,0.003491767],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02165632,"threshold_uncertainty_score":0.1145309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107253997","doi":"10.2337/diaspect.18.1.9","title":"Promoting Lifestyle and Behavior Change in Overweight Children and Adolescents With Type 2 Diabetes","year":2005,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Overweight; Type 2 diabetes; Diabetes mellitus; Gerontology; Obesity; Endocrinology","authors":[{"name":"Barb Schreiner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007196640747342204,"gpt":0.2312218763754519,"spread":0.2240252356281097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000887687,0.0002637096,0.0004579306,0.0007525123,0.001169792,0.0007358151,0.0004703359,0.0006975769,0.002632204],"category_scores_gemma":[0.002771083,0.0002448651,0.0004816913,0.0005636633,0.0002079025,0.0004516999,0.001044074,0.001665348,0.0003138974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006895044,"about_ca_system_score_gemma":0.001505331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889705,"about_ca_topic_score_gemma":0.04298252,"domain_scores_codex":[0.9994554,0.0001781665,0.00003602409,0.0000329454,0.0001635764,0.0001339823],"domain_scores_gemma":[0.9991868,0.00009526725,0.0001307698,0.00001373812,0.00008113497,0.0004922659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000285769,0.01797419,0.6441508,0.0006879067,0.0002423106,0.0007623272,0.00696319,0.0002016278,0.0006618004,0.0003044367,0.01788511,0.3098806],"study_design_scores_gemma":[0.0002221989,0.001279805,0.9778576,0.0006960845,0.000122206,0.0003699762,0.005470887,0.0003172385,0.0001491943,0.0002121978,0.01328651,0.00001620584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630551,0.008348897,0.0002779918,0.01001166,0.000571354,0.00048138,0.0003232494,0.00006987276,0.01686042],"genre_scores_gemma":[0.9662464,0.01745169,0.003588395,0.003974394,0.0004554908,0.0009070272,0.000597809,0.00002183469,0.006756985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889705,"threshold_uncertainty_score":0.03757411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946445196","doi":"10.2337/ds18-0063","title":"Psychosocial Interventions for Emergent Adults With Type 1 Diabetes: Near-Empty Systematic Review and Exploratory Meta-Analysis","year":2019,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Psychosocial; Medicine; Psychological intervention; Glycemic; Anxiety; Clinical psychology; Gerontology; Mental health; Type 2 diabetes; Psychiatry; Diabetes mellitus","authors":[{"name":"Rachel Jewell","is_ca":true},{"name":"Kevin M. Gorey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05223197849556666,"gpt":0.3300397835777629,"spread":0.2778078050821963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01414805,0.002358699,0.01472134,0.005585304,0.0005108779,0.003143181,0.00165953,0.001607056,0.00493859],"category_scores_gemma":[0.03305712,0.001196545,0.02879225,0.005471698,0.0005209818,0.001883208,0.001659338,0.001684639,0.0003577005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684678,"about_ca_system_score_gemma":0.004051357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006399232,"about_ca_topic_score_gemma":0.01711016,"domain_scores_codex":[0.9932654,0.003440049,0.001879919,0.0005181467,0.0006484652,0.0002479106],"domain_scores_gemma":[0.9857804,0.01095304,0.001834164,0.0004261554,0.000856515,0.0001497032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001714169,0.00005362141,0.00122531,0.6067047,0.3714674,0.00009131231,0.0001200846,0.0002877691,0.0002082255,0.0001601298,0.0005014348,0.01746587],"study_design_scores_gemma":[0.001202591,0.0003996173,0.00257219,0.07916141,0.9128583,0.00008772402,0.00009444591,0.0001370602,0.0001390032,0.0003128229,0.003010142,0.00002473246],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004027036,0.993332,0.0006346867,0.0001811938,0.0001363161,0.0008357946,0.0004571507,0.00003399826,0.0003619201],"genre_scores_gemma":[0.1242449,0.8663871,0.00370688,0.001133715,0.0001847074,0.003102657,0.0007527595,0.00003128338,0.0004559798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01472134,"threshold_uncertainty_score":0.0748229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312177740","doi":"10.2337/ds22-0046","title":"Trends and Self-Management Predictors of Glycemic Control During Pregnancy in Women With Preexisting Type 1 or Type 2 Diabetes: A Cohort Study","year":2022,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Hamilton Health Sciences; Impact; University of Calgary; McMaster University","funders":"McMaster University; Canadian Nurses Foundation; Hamilton Health Sciences","keywords":"Medicine; Glycemic; Pregnancy; Type 2 diabetes; Diabetes mellitus; Cohort; Internal medicine; Obstetrics; Endocrinology","authors":[{"name":"Katelyn Sushko","is_ca":true},{"name":"Holly Tschirhart Menezes","is_ca":true},{"name":"Michelle Butt","is_ca":true},{"name":"Kara Nerenberg","is_ca":true},{"name":"Patricia H. Strachan","is_ca":true},{"name":"Muhammad Usman","is_ca":true},{"name":"Diana Sherifali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00660304805823979,"gpt":0.2375213374347356,"spread":0.2309182893764958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123372,0.000265041,0.0003552692,0.0005565661,0.0007838476,0.0006371247,0.0004743446,0.0004746224,0.0007269346],"category_scores_gemma":[0.002442297,0.0004281634,0.0005912089,0.001190963,0.0002436295,0.0004392775,0.0004768237,0.0007312567,0.0001471702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008657038,"about_ca_system_score_gemma":0.001106731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1112704,"about_ca_topic_score_gemma":0.1183424,"domain_scores_codex":[0.9994567,0.0001066848,0.00005460705,0.0001591327,0.00009787148,0.0001250693],"domain_scores_gemma":[0.9986354,0.0001876676,0.0004804808,0.0001832074,0.00022219,0.0002911716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004882171,0.0000288515,0.999377,0.00000262361,0.00002948894,0.00002236104,0.00008843953,0.000006532553,0.00005190986,0.000004260505,0.00003849414,0.0003013281],"study_design_scores_gemma":[0.000007602949,0.00008629443,0.9993724,0.000005019567,0.00002829692,0.000059251,0.0002256396,0.0001012154,0.00001883835,0.000005624936,0.00008660384,0.00000327194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991967,0.0001011039,0.00005363586,0.00002419952,0.000003687761,0.00001725608,0.0004636112,0.000001622198,0.0001382796],"genre_scores_gemma":[0.9990073,0.0001255593,0.0001201074,0.00003103851,0.000004581945,0.0000305062,0.0005095485,0.000001885726,0.0001696158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112704,"threshold_uncertainty_score":0.2212455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399172817","doi":"10.2337/ds23-0046","title":"Experience of Telephone-Based Diabetes Health Coaching Among Community-Based Adults With Type 2 Diabetes","year":2024,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University Medical Centre; Population Health Research Institute; McMaster University","funders":"McMaster University; Canadian Institutes of Health Research; Hamilton Health Sciences; Sanofi","keywords":"Medicine; Coaching; Type 2 diabetes; Diabetes mellitus; Health coaching; Gerontology; Family medicine; Internal medicine; Endocrinology; Psychotherapist; Randomized controlled trial","authors":[{"name":"Tharshika Sugumaran","is_ca":true},{"name":"Jeannette LeGris","is_ca":true},{"name":"Patricia H. Strachan","is_ca":true},{"name":"Paige Alliston","is_ca":true},{"name":"Diana Sherifali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359999140350789,"gpt":0.2653608339932769,"spread":0.251760842589769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002553451,0.0003156216,0.0003916773,0.0004259288,0.004073711,0.00188363,0.0006231326,0.001475342,0.002822659],"category_scores_gemma":[0.00841659,0.00029525,0.0003061791,0.0003975552,0.00135227,0.0009811607,0.002843916,0.001551336,0.0002203144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037735,"about_ca_system_score_gemma":0.001476299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005690549,"about_ca_topic_score_gemma":0.01541497,"domain_scores_codex":[0.9980947,0.001175422,0.00007141378,0.0001276282,0.00019443,0.0003364142],"domain_scores_gemma":[0.9952292,0.002397408,0.0005104861,0.0001155364,0.0004182926,0.001329013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003181083,0.0006386454,0.04251772,0.000358679,0.00002776996,0.003843548,0.9102347,0.00008375579,0.002205445,0.0002828643,0.002549015,0.03693971],"study_design_scores_gemma":[0.00005216793,0.001210733,0.03488927,0.0002842752,0.00004507161,0.002355235,0.9488143,0.0003315659,0.0003193334,0.0001775377,0.01148129,0.00003916715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964166,0.0003076141,0.0002604788,0.001079642,0.00005500063,0.00005330895,0.00003195508,0.00001280773,0.00178252],"genre_scores_gemma":[0.9979631,0.0002730992,0.000255933,0.0006683142,0.0000379191,0.00006503797,0.0000293082,0.000005976384,0.0007012755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005690549,"threshold_uncertainty_score":0.01350409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031388909","doi":"10.2337/diaspect.24.3.144","title":"Diabetes HealthSense: Development of a Resource in Support of Behavior Change","year":2011,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Resource (disambiguation); Psychosocial; Diabetes mellitus; Process (computing); Behavior change; Psychosocial support; Gerontology; Nursing; Psychiatry; Computer science","authors":[{"name":"Martha M. Funnell","is_ca":false},{"name":"Michael Vallis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06328605932443246,"gpt":0.2776068756642281,"spread":0.2143208163397957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008386347,0.0007672876,0.001510757,0.01029026,0.0007995489,0.002855083,0.003147657,0.001212713,0.08651397],"category_scores_gemma":[0.04311546,0.0008293762,0.0006462483,0.009128781,0.0003165057,0.003563035,0.003230346,0.002044508,0.02581831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148783,"about_ca_system_score_gemma":0.006451925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734665,"about_ca_topic_score_gemma":0.0163796,"domain_scores_codex":[0.995689,0.001550731,0.0009859675,0.000319285,0.001276776,0.0001782136],"domain_scores_gemma":[0.949349,0.03270134,0.002583088,0.003050389,0.007583434,0.004732626],"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":[0.0003608524,0.0006712069,0.003156615,0.002309542,0.00005055745,0.0002893076,0.0008312473,0.000299275,0.0008313428,0.001320499,0.5365128,0.4533668],"study_design_scores_gemma":[0.0005492796,0.0002347245,0.007145905,0.00194378,0.0001280679,0.0004275746,0.0008099306,0.001343792,0.001423277,0.001250441,0.9846277,0.0001155275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0267467,0.007691778,0.08342911,0.03011721,0.002465182,0.01502764,0.5285146,0.0666605,0.2393473],"genre_scores_gemma":[0.04386939,0.01027071,0.3880071,0.006412446,0.001517117,0.01456067,0.4485851,0.01013959,0.07663786],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08651397,"threshold_uncertainty_score":0.289418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392451912","doi":"10.2337/ds23-0038","title":"A Qualitative Study of Barriers to Medication-Taking Among People With Type 2 Diabetes Using the Theoretical Domains Framework","year":2024,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Women's College Hospital; University of Toronto; Canadian Pharmacists Association; Dalhousie University","funders":"Novo Nordisk Canada; Novo Nordisk","keywords":"Medicine; Type 2 diabetes; Medication adherence; Diabetes mellitus; Qualitative research; Internal medicine; Endocrinology","authors":[{"name":"Michael Vallis","is_ca":true},{"name":"Susie Jin","is_ca":true},{"name":"Agnieszka Klimek‐Abercrombie","is_ca":false},{"name":"Ginnie Ng","is_ca":false},{"name":"Noah Ivers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01238571720818705,"gpt":0.3182798616180029,"spread":0.3058941444098159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01440844,0.0006211409,0.0008160305,0.001628392,0.008997377,0.003249877,0.001575608,0.001247841,0.003093454],"category_scores_gemma":[0.0174886,0.0005839106,0.0004877006,0.002374306,0.007402373,0.003861122,0.00508628,0.001923711,0.0002540789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007956475,"about_ca_system_score_gemma":0.009020143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185528,"about_ca_topic_score_gemma":0.031891,"domain_scores_codex":[0.9906397,0.006850648,0.0003011997,0.0004801371,0.0005622311,0.001166049],"domain_scores_gemma":[0.9761825,0.01915537,0.001202073,0.0004054158,0.001652407,0.001402246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003024988,0.00002689597,0.002313958,0.0002213902,0.000002972121,0.0004279255,0.9917637,0.00003732356,0.0003458572,0.0009334392,0.0002995326,0.00359677],"study_design_scores_gemma":[0.000005800756,0.00003190112,0.0007999862,0.0002126752,0.000002749129,0.0001189577,0.9946619,0.00005409703,0.0001082621,0.0003378467,0.003659664,0.00000617853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783799,0.001298218,0.007929824,0.003572962,0.0001250677,0.0009631577,0.000531307,0.0000235638,0.007175846],"genre_scores_gemma":[0.9896591,0.001095252,0.004052904,0.001238395,0.00002307228,0.001347458,0.0001348007,0.00002119532,0.002427703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185528,"threshold_uncertainty_score":0.07620001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118225101","doi":"10.2337/ds20-0039","title":"Seeking Care for Hyperglycemia in the Emergency Department: Through the Eyes of the Patient","year":2020,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Care; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Emergency department; Diabetes mellitus; Health care; Medical emergency; Ambulatory care; Primary care; MEDLINE; Emergency medicine; Family medicine; Nursing","authors":[{"name":"Justin W. Yan","is_ca":true},{"name":"Dimah Azzam","is_ca":true},{"name":"M. Columbus","is_ca":true},{"name":"Kristine Van Aarsen","is_ca":true},{"name":"Selina Liu","is_ca":true},{"name":"Tamara Spaic","is_ca":true},{"name":"Lisa Shepherd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01537838607279405,"gpt":0.2603938548744225,"spread":0.2450154688016285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001657296,0.0001944843,0.0002802302,0.0004130863,0.002825235,0.003276989,0.0004377383,0.00149728,0.00477398],"category_scores_gemma":[0.01512978,0.0001871507,0.0004400455,0.0004487145,0.001157914,0.002804725,0.001821511,0.00320117,0.0002720073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408969,"about_ca_system_score_gemma":0.003683141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007673568,"about_ca_topic_score_gemma":0.02088264,"domain_scores_codex":[0.998016,0.001083566,0.000120769,0.00009685156,0.0002827077,0.0004001556],"domain_scores_gemma":[0.9960576,0.001371777,0.001033609,0.00008514938,0.0005463301,0.0009054583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005933091,0.0007609025,0.7011961,0.0007099683,0.0002151791,0.008721179,0.08405778,0.0002468638,0.001542052,0.01298323,0.04552389,0.1434496],"study_design_scores_gemma":[0.0002301091,0.0009692132,0.2662275,0.004603387,0.0003589035,0.01574418,0.5969326,0.001233617,0.001303702,0.02036831,0.09170936,0.0003191601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.816619,0.006003787,0.001959101,0.1423495,0.001096029,0.000136534,0.0001987529,0.00003567748,0.0316016],"genre_scores_gemma":[0.9748148,0.003759963,0.001123194,0.01862803,0.0003802744,0.00001970336,0.00003143631,0.00001408071,0.001228497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007673568,"threshold_uncertainty_score":0.01597053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165593357","doi":"10.2337/ds20-0061","title":"Health Care Providers’ Emotional Responses to Their Patients’ Hypoglycemic Events: Qualitative Findings From the InHypo-DM Study, Canada","year":2021,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Family Medicine; Western University","funders":"","keywords":"Medicine; Hypoglycemia; Qualitative research; Sadness; Distress; Emotional distress; Nursing; Health care; Nonprobability sampling; Clinical psychology; Psychiatry; Anxiety; Diabetes mellitus","authors":[{"name":"Judith Belle Brown","is_ca":true},{"name":"Sonja M. Reichert","is_ca":true},{"name":"Yashoda Valliere","is_ca":true},{"name":"Cecelia McLachlan","is_ca":true},{"name":"Susan Webster-Bogaert","is_ca":true},{"name":"Alexandria Ratzki‐Leewing","is_ca":true},{"name":"Bridget Ryan","is_ca":true},{"name":"Stewart B. Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01744904933832659,"gpt":0.2875832900517576,"spread":0.2701342407134311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006625795,0.0003497289,0.0006456068,0.001200993,0.0139944,0.004472635,0.001495102,0.001003781,0.002514968],"category_scores_gemma":[0.01386995,0.0004742852,0.0004107393,0.002649102,0.006408938,0.001278587,0.004074386,0.002281931,0.0001781733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03995686,"about_ca_system_score_gemma":0.05389398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8194001,"about_ca_topic_score_gemma":0.8948373,"domain_scores_codex":[0.9945785,0.002512418,0.0002002542,0.0003010895,0.000787061,0.001620764],"domain_scores_gemma":[0.9883159,0.00604049,0.0008477534,0.0001702921,0.002175981,0.00244958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004325654,0.00002408944,0.006990416,0.0002038686,0.000005248525,0.0006995914,0.9869977,0.00003014096,0.0002986888,0.0003229824,0.001171043,0.003212932],"study_design_scores_gemma":[0.000003030925,0.00001088512,0.004677194,0.0001806935,0.000002703495,0.00006575108,0.9916878,0.0000198281,0.00004833639,0.0000334107,0.003262747,0.000007668691],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863653,0.001595904,0.0005367637,0.004076472,0.00009483972,0.0002796494,0.0004890246,0.00001135838,0.006550584],"genre_scores_gemma":[0.99239,0.001939555,0.0004951387,0.001794144,0.00002333972,0.0002522895,0.0001568482,0.00002634421,0.002922403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1805999,"threshold_uncertainty_score":0.3633269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376128787","doi":"10.2337/ds22-0085","title":"Trends in Time in Range–Related Publications and Clinical Trials: A Bibliometric Review","year":2023,"lang":"en","type":"review","venue":"Diabetes Spectrum","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Diabetes Canada","funders":"Abbott Diabetes Care; Abbott Laboratories","keywords":"Medicine; Clinical trial; Observational study; MEDLINE; Trial registration; Family medicine; Internal medicine","authors":[{"name":"Pranav Patel","is_ca":false},{"name":"Richard M. Abaniel","is_ca":false},{"name":"Natasha Dogra","is_ca":true},{"name":"Charles B. Lo","is_ca":false},{"name":"Marie A. Frazzitta","is_ca":false},{"name":"Naunihal Virdi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2044116378005422,"gpt":0.4697637114838882,"spread":0.265352073683346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06323194,0.001749909,0.009723929,0.2005826,0.001420329,0.009747283,0.002697688,0.001806074,0.005751994],"category_scores_gemma":[0.2593806,0.001592993,0.008693662,0.2656546,0.002098777,0.009733805,0.004890341,0.00161614,0.00132388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006331922,"about_ca_system_score_gemma":0.0182102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005193116,"about_ca_topic_score_gemma":0.008951003,"domain_scores_codex":[0.8769372,0.02670932,0.05952795,0.006501091,0.02853679,0.001787693],"domain_scores_gemma":[0.5719707,0.2802364,0.08951356,0.007348872,0.04852322,0.002407246],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008417823,0.0001304636,0.1270153,0.6338166,0.01880733,0.0005056419,0.002396605,0.0008782329,0.0004566938,0.002693395,0.01468405,0.1977741],"study_design_scores_gemma":[0.0008030149,0.0007188802,0.3410316,0.4407604,0.0715966,0.002965847,0.00795213,0.002618532,0.001178226,0.005613066,0.1242811,0.0004807012],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03344886,0.9255249,0.003160613,0.004491051,0.0005184178,0.003164332,0.02553633,0.0002063002,0.00394919],"genre_scores_gemma":[0.1710791,0.7849939,0.01311459,0.001292216,0.000979231,0.009282776,0.01819232,0.0001619754,0.000903771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9367681,"threshold_uncertainty_score":0.3344064,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4416216249","doi":"10.2337/dsi25-0009","title":"Optimizing Automated Insulin Delivery Systems for Pregnancy","year":2025,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Pregnancy; Workaround; Diabetes mellitus; Diabetes in pregnancy; Insulin resistance; Insulin delivery; Insulin","authors":[{"name":"Emily D. Szmuilowicz","is_ca":false},{"name":"Denice S. Feig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01389463167025329,"gpt":0.2843406743095195,"spread":0.2704460426392662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006141459,0.0007474693,0.0004998072,0.0007834,0.0006720194,0.002779855,0.001324178,0.0009457222,0.00440842],"category_scores_gemma":[0.01758528,0.0003881899,0.0005353821,0.0006461885,0.0004469753,0.001483814,0.001636714,0.001081233,0.003137807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236738,"about_ca_system_score_gemma":0.002379325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002946985,"about_ca_topic_score_gemma":0.002593757,"domain_scores_codex":[0.9956869,0.001917476,0.0003899729,0.0003810533,0.001338177,0.0002863292],"domain_scores_gemma":[0.9965047,0.001315368,0.0005815193,0.0002919987,0.001152462,0.00015409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006356583,0.0002476138,0.01440262,0.0008506397,0.00005749443,0.000547691,0.0006565463,0.004561752,0.0176396,0.005783881,0.02488068,0.9297358],"study_design_scores_gemma":[0.0004284663,0.002417887,0.02696713,0.003539745,0.0004007652,0.005715217,0.002286179,0.05002805,0.08039354,0.01909664,0.8084297,0.0002966968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1273969,0.06643093,0.6439299,0.04029847,0.003982904,0.003171162,0.001481743,0.01071341,0.1025947],"genre_scores_gemma":[0.3516464,0.02969269,0.598056,0.006190008,0.0007359725,0.001108028,0.0009958791,0.0006872866,0.01088777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006141459,"threshold_uncertainty_score":0.03247952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160757964","doi":"10.2337/diaspect.17.3.156","title":"Hypothesis 4. Depression is associated with other physical precipitants of heart disease.","year":2004,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Depression (economics); Internal medicine; Unstable angina; C-reactive protein; Cardiology; Acute coronary syndrome; Pathophysiology; Angina; Acute-phase protein; Risk factor; Interleukin 6; Inflammation","authors":[{"name":"Robert M. Carney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01677694302277175,"gpt":0.2283292398784528,"spread":0.2115522968556811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007946583,0.001335652,0.0008987517,0.001300529,0.0008038262,0.001140841,0.0024186,0.003469278,0.02491159],"category_scores_gemma":[0.03109532,0.0006961385,0.00263934,0.001405141,0.002046818,0.001944867,0.001893609,0.001373007,0.002116814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004761758,"about_ca_system_score_gemma":0.001997857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649417,"about_ca_topic_score_gemma":0.001326989,"domain_scores_codex":[0.9964217,0.001181641,0.0003046663,0.001044447,0.0003719808,0.0006755175],"domain_scores_gemma":[0.977122,0.01092664,0.007363446,0.001809177,0.0009326154,0.001846144],"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":[0.004206063,0.001824613,0.9688991,0.000335104,0.0008137387,0.001257975,0.0007347437,0.0003851359,0.0008163184,0.004979943,0.001864454,0.01388293],"study_design_scores_gemma":[0.003572078,0.006465759,0.9537651,0.0002870361,0.001473068,0.005128436,0.001814772,0.006915969,0.0007536261,0.0157147,0.004043158,0.00006634191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9613188,0.001324302,0.005989963,0.01081135,0.0009908862,0.001608232,0.002078934,0.0001072742,0.01577031],"genre_scores_gemma":[0.9872155,0.0004937244,0.003729681,0.00266896,0.0006023488,0.001127438,0.00173117,0.00001116742,0.002420131],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02491159,"threshold_uncertainty_score":0.08333755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309065791","doi":"10.2337/dsi22-0012","title":"Management of Hyperglycemia in the Noncritical Care Setting: A Real-World Case-Based Approach With Alternative Insulin- and Noninsulin-Based Strategies","year":2022,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Hypoglycemia; Metformin; Insulin; Intensive care medicine; Regimen; Incretin; Diabetes mellitus; Type 2 diabetes; Internal medicine; Endocrinology","authors":[{"name":"Samaneh Dowlatshahi","is_ca":false},{"name":"Bhargavi Patham","is_ca":false},{"name":"Jawairia Shakil","is_ca":false},{"name":"Maleeha Zahid","is_ca":false},{"name":"Priya Arunchalam","is_ca":false},{"name":"Abhishek Kansara","is_ca":false},{"name":"Archana Sadhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009810572678781064,"gpt":0.2569858675309956,"spread":0.2471752948522145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058701,0.0008988082,0.0005550555,0.001577776,0.002244556,0.002089226,0.001341373,0.002032559,0.002701834],"category_scores_gemma":[0.003449138,0.0004088219,0.0007048455,0.0008151465,0.001104139,0.002182476,0.002513971,0.003263895,0.0004001654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025197,"about_ca_system_score_gemma":0.001927517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438789,"about_ca_topic_score_gemma":0.005677629,"domain_scores_codex":[0.9989504,0.0003342143,0.0001973339,0.0001397056,0.000170065,0.0002082761],"domain_scores_gemma":[0.9986249,0.0002758459,0.0002512113,0.00006620269,0.0001791203,0.0006027494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002213906,0.001098006,0.08453737,0.000312922,0.00008452461,0.8562609,0.002166225,0.001298668,0.001304669,0.003075796,0.009469333,0.04017016],"study_design_scores_gemma":[0.00008900039,0.0006217902,0.02446196,0.001346806,0.0001040546,0.9371083,0.009018108,0.003479112,0.001062103,0.00621975,0.01633741,0.0001515956],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369461,0.0227033,0.03116555,0.05760504,0.00269376,0.001846117,0.0003522258,0.0001935947,0.04649433],"genre_scores_gemma":[0.9579772,0.01079917,0.02066167,0.005382512,0.002367716,0.0001802326,0.000173716,0.00003963061,0.00241823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002701834,"threshold_uncertainty_score":0.01469392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411408181","doi":"10.2337/ds24-0090","title":"Adherence to Type 1 Diabetes Care Visits After Transfer From Pediatric to Adult Care: A Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; McGill University Health Centre","funders":"Diabetes Canada","keywords":"Medicine; Diabetes mellitus; Young adult; Adult care; Type 2 diabetes; Prospective cohort study; Odds ratio; Logistic regression; Cohort study; Health care; Odds; Pediatrics; Family medicine; Gerontology; Internal medicine; Endocrinology","authors":[{"name":"Simon Lafontaine","is_ca":true},{"name":"Élise Mok","is_ca":true},{"name":"Jennifer Frei","is_ca":true},{"name":"Kaberi Dasgupta","is_ca":true},{"name":"Elham Rahme","is_ca":true},{"name":"Marc Dorais","is_ca":true},{"name":"Lorraine Bell","is_ca":true},{"name":"Meranda Nakhla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01364665201249499,"gpt":0.3432266761094611,"spread":0.3295800240969661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001859225,0.0003892859,0.0003393621,0.0007746761,0.0009199748,0.0009451431,0.0007687441,0.0005309375,0.001171147],"category_scores_gemma":[0.002854535,0.0004277423,0.0008509431,0.001447552,0.0002787011,0.0007495693,0.0006277667,0.001095013,0.0002248765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000940804,"about_ca_system_score_gemma":0.001158357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07619493,"about_ca_topic_score_gemma":0.09357855,"domain_scores_codex":[0.9988868,0.0002482638,0.0001037114,0.0002657603,0.0002504659,0.0002451324],"domain_scores_gemma":[0.9975076,0.0002106106,0.001283174,0.0002494952,0.0003611353,0.0003879855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005085085,0.00004875777,0.9992785,0.000003690543,0.00005147063,0.00002585069,0.0000590483,0.000009283609,0.00002341311,0.000005870665,0.00007204845,0.0003713033],"study_design_scores_gemma":[0.00001115364,0.0001084861,0.9993616,0.000009319697,0.00003185251,0.00007578555,0.0001787512,0.00009428283,0.00001628807,0.000004140077,0.0001054173,0.000002962267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987983,0.0001718578,0.00009331439,0.00003755321,0.000007595538,0.00004002997,0.0006582356,0.000002959962,0.0001901516],"genre_scores_gemma":[0.9987472,0.0001878912,0.0001724223,0.00005335166,0.0000109225,0.00004296885,0.0006164802,0.000002466923,0.0001661944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07619493,"threshold_uncertainty_score":0.1515028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405288598","doi":"10.2337/ds24-0014","title":"Prevalence and Correlates of Diabetes Distress in Pregnant Individuals With Preexisting Diabetes: A Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Impact; McMaster University","funders":"Registered Nurses’ Foundation of Ontario; Canadian Nurses Foundation","keywords":"Medicine; Cross-sectional study; Diabetes mellitus; Distress; Obstetrics; Clinical psychology; Endocrinology","authors":[{"name":"Holly Tschirhart Menezes","is_ca":true},{"name":"Muhammad Usman Ali","is_ca":true},{"name":"Jennifer Yost","is_ca":false},{"name":"Kara Nerenberg","is_ca":true},{"name":"Janet Landeen","is_ca":true},{"name":"Diana Sherifali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01590548899954951,"gpt":0.2951956220536562,"spread":0.2792901330541067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329921,0.0001875941,0.000256634,0.000565712,0.0003824913,0.0004560346,0.0002409744,0.0003769161,0.0008413169],"category_scores_gemma":[0.00347522,0.0003806558,0.0002571849,0.0007645688,0.0002629712,0.0004289371,0.000439123,0.0004976409,0.0001377576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257267,"about_ca_system_score_gemma":0.0002225608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004880924,"about_ca_topic_score_gemma":0.005729081,"domain_scores_codex":[0.9993237,0.0002453149,0.00009492649,0.0001218981,0.000125862,0.00008816038],"domain_scores_gemma":[0.9983188,0.0004483534,0.0006796339,0.00009529293,0.0001836511,0.0002743004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000116143,0.00002079317,0.9995325,0.000002890742,0.00001313534,0.00001764589,0.00007355904,0.00000506075,0.00004263292,0.000002461529,0.00001200886,0.0002657252],"study_design_scores_gemma":[0.000001717569,0.0001116723,0.9992968,0.00000357549,0.00001110443,0.0001769733,0.0002722407,0.00005681247,0.00001693885,0.000004163565,0.00004663027,0.000001479014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994894,0.000108044,0.00005617598,0.00001740813,0.000002231239,0.00001285223,0.0001329572,0.000001375223,0.000179586],"genre_scores_gemma":[0.9996042,0.00009510357,0.0000965028,0.00002230543,0.000004080976,0.00001460986,0.0001183526,5.813387e-7,0.00004429565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004880924,"threshold_uncertainty_score":0.009705067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041070712","doi":"10.2337/diaspect.21.4.224","title":"Letter: Clarifying Details on the Latest Continuous Glucose Monitoring Device","year":2008,"lang":"en","type":"letter","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Continuous glucose monitoring; Diabetes mellitus; Endocrinology; Type 1 diabetes","authors":[{"name":"Janine Freeman","is_ca":true},{"name":"L. Lyons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03745280734431952,"gpt":0.2676465607714373,"spread":0.2301937534271178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404447,0.0007347693,0.001017226,0.0006342485,0.002558336,0.001898234,0.001195981,0.03076238,0.007341801],"category_scores_gemma":[0.01237237,0.0005810044,0.001171774,0.0004880301,0.001267342,0.003052175,0.000618852,0.02108354,0.006342482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319228,"about_ca_system_score_gemma":0.001752676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249613,"about_ca_topic_score_gemma":0.003664755,"domain_scores_codex":[0.9983223,0.0005020264,0.0002391751,0.0002350678,0.0004603162,0.0002410541],"domain_scores_gemma":[0.9975225,0.001166547,0.0002336648,0.00007658925,0.0006849946,0.0003157471],"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":[0.00007208077,0.00003573495,0.0007711122,0.00003698597,0.000007931913,0.005954555,0.0001055833,0.00005686039,0.0002121281,0.001114062,0.9851965,0.006436555],"study_design_scores_gemma":[0.0001739269,0.0001211583,0.00237471,0.0003846348,0.00004230093,0.02470491,0.0005946034,0.0008622961,0.0007053814,0.005044667,0.964908,0.0000834996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001052358,0.001721657,0.000241186,0.9608735,0.03111914,0.0000251311,0.00009329264,0.00004995872,0.004823789],"genre_scores_gemma":[0.01053113,0.001817321,0.0005289575,0.9176021,0.0556247,0.00005788877,0.0001158211,0.00004278104,0.01367931],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03076238,"threshold_uncertainty_score":0.02456075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133862927","doi":"10.2337/diaspect.17.3.152","title":"Hypothesis 2. Depression increases the risk for coronary heart disease in established diabetes.","year":2004,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Depression (economics); Myocardial infarction; Type 2 diabetes; Internal medicine; Disease; Prospective cohort study; Coronary heart disease; Population; Endocrinology","authors":[{"name":"Monique Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01180708722727111,"gpt":0.2658546680583269,"spread":0.2540475808310558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007235366,0.001536541,0.000682767,0.000896074,0.0005218086,0.001145267,0.002088771,0.004666451,0.0309302],"category_scores_gemma":[0.0188787,0.0006496641,0.001755749,0.0006430464,0.001695371,0.001720169,0.001171869,0.001113944,0.003133859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003497544,"about_ca_system_score_gemma":0.001586159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844329,"about_ca_topic_score_gemma":0.0008624661,"domain_scores_codex":[0.9973016,0.001047602,0.0001607151,0.0007102121,0.000240013,0.0005397816],"domain_scores_gemma":[0.989108,0.005542873,0.003171256,0.0006882965,0.0004116335,0.001077987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009250876,0.004508054,0.9373067,0.0008256218,0.0009827812,0.001062451,0.001053453,0.0008331132,0.001257852,0.008493181,0.005524421,0.02890153],"study_design_scores_gemma":[0.01172414,0.01522046,0.9160973,0.0004981627,0.002386216,0.004584434,0.002708602,0.009793178,0.00145387,0.02668439,0.008759411,0.00008988239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480635,0.0014072,0.006468604,0.01577182,0.0009599215,0.00209621,0.004187787,0.0001607522,0.02088423],"genre_scores_gemma":[0.9748362,0.0007529351,0.00480974,0.005673578,0.001080112,0.003461728,0.002901658,0.00002023809,0.006463639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0309302,"threshold_uncertainty_score":0.1034718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}