{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1743,"total_is_capped":false,"direct_labels_cover":12,"predictions_cover":1743,"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":"797af940d4ce","filters":{"topic":"Patient Safety and Medication Errors"}},"results":[{"id":"W2119472226","doi":"10.1056/nejmsa0810119","title":"A Surgical Safety Checklist to Reduce Morbidity and Mortality in a Global Population","year":2009,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5607,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Checklist; Health care; Tanzania; Mortality rate; Population; Patient safety; Emergency medicine; Pediatrics; Surgery; Environmental health","authors":[{"name":"Alex B. Haynes","is_ca":false},{"name":"Thomas G. Weiser","is_ca":false},{"name":"William R. Berry","is_ca":false},{"name":"Stuart R. Lipsitz","is_ca":false},{"name":"Abdel-Hadi S. Breizat","is_ca":false},{"name":"E. Patchen Dellinger","is_ca":false},{"name":"Teodoro Herbosa","is_ca":false},{"name":"Pascience Kibatala","is_ca":false},{"name":"Marie Carmela Lapitan","is_ca":false},{"name":"Alan Merry","is_ca":false},{"name":"Krishna Moorthy","is_ca":false},{"name":"Richard K. Reznick","is_ca":true},{"name":"Bryce Taylor","is_ca":true},{"name":"Atul A. Gawande","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06885417744852244,"gpt":0.4485239990241824,"spread":0.3796698215756599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002873264,0.000417877,0.000250482,0.001043002,0.0003206732,0.0005150239,0.0005115784,0.0003817516,0.001759037],"category_scores_gemma":[0.01421651,0.0001361879,0.000391218,0.0005166765,0.0003709585,0.0005805168,0.0008571898,0.0006510566,0.0002097077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006840706,"about_ca_system_score_gemma":0.003143884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187766,"about_ca_topic_score_gemma":0.003089987,"domain_scores_codex":[0.998522,0.0007516762,0.0001330818,0.00008934522,0.0003692835,0.0001346955],"domain_scores_gemma":[0.991442,0.001521906,0.004327127,0.0003057551,0.0009061886,0.001497037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002868752,0.002231352,0.7857146,0.0006209697,0.0002330167,0.0001490668,0.0006619547,0.001240364,0.0008663907,0.0001857444,0.01251224,0.1952974],"study_design_scores_gemma":[0.0002980965,0.004341583,0.9866757,0.0005956691,0.0001230272,0.0003108713,0.0007227806,0.00127991,0.0004956301,0.0002464101,0.004883644,0.00002671569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778993,0.003699955,0.003447363,0.006812177,0.0003532549,0.0006980913,0.0005170089,0.000402537,0.006170339],"genre_scores_gemma":[0.9892055,0.001609249,0.006104898,0.00142708,0.0002450444,0.0003973079,0.0005593348,0.00001701798,0.0004344864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002873264,"threshold_uncertainty_score":0.01519543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138784405","doi":"10.1503/cmaj.1040498","title":"The Canadian Adverse Events Study: the incidence of adverse events among hospital patients in Canada","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":2350,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Faculty of Medicine, Dalhousie University; Canadian Institutes of Health Research; Michael Smith Health Research BC; Dalhousie University; Fondation pour la Recherche Médicale; Government of Canada","keywords":"Medicine; Incidence (geometry); Confidence interval; Adverse effect; Emergency medicine; Rate ratio; Health care; Pediatrics; Demography; Internal medicine","authors":[{"name":"G. Ross Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01189306126477979,"gpt":0.2957139274189391,"spread":0.2838208661541593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001604325,0.0005229787,0.0006551108,0.002669198,0.001962041,0.001383154,0.001284521,0.0005799471,0.002004866],"category_scores_gemma":[0.006703047,0.0003253003,0.0009043309,0.008161315,0.0005892771,0.0005002429,0.0009593108,0.0009337328,0.0002613859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02587184,"about_ca_system_score_gemma":0.03273228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820654,"about_ca_topic_score_gemma":0.9848429,"domain_scores_codex":[0.9970033,0.0002691926,0.0003323014,0.0003160321,0.001691447,0.0003877206],"domain_scores_gemma":[0.9908851,0.0004250355,0.002704904,0.0001800459,0.004340525,0.001464443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026064,0.00002589229,0.9888609,0.0001756872,0.0001445148,0.00004337715,0.0001806704,0.0001487962,0.00004459453,0.0001179934,0.006017797,0.004137024],"study_design_scores_gemma":[0.00001948212,0.00001485676,0.9979924,0.00008455226,0.0000300193,0.00003550197,0.0001478947,0.0001662975,0.00001598991,0.00002285023,0.001461304,0.000008902552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422235,0.01644522,0.001218574,0.004037238,0.0002224953,0.001043128,0.1145355,0.0001046908,0.02016952],"genre_scores_gemma":[0.9734353,0.004743278,0.0007067453,0.0006621518,0.00004889593,0.0002744301,0.01890542,0.00001655685,0.001207265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02587184,"threshold_uncertainty_score":0.1877142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138990761","doi":"10.1136/qshc.2003.008425","title":"Communication failures in the operating room: an observational classification of recurrent types and effects","year":2004,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1317,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Checklist; Workaround; Patient safety; Observational study; Interpersonal communication; Communication in small groups; Medical emergency; Psychology; Health care; Social psychology; Computer science","authors":[{"name":"Lorelei Lingard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3376938422592721,"gpt":0.5360686870372215,"spread":0.1983748447779495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003293533,0.0003751563,0.0005016608,0.00248988,0.000800023,0.0007494254,0.0007597879,0.000615838,0.0007694125],"category_scores_gemma":[0.04207008,0.0003725018,0.0003922676,0.0009096517,0.0008305851,0.001046544,0.001607973,0.0008889362,0.0002559642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007311525,"about_ca_system_score_gemma":0.0008706117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220524,"about_ca_topic_score_gemma":0.002090091,"domain_scores_codex":[0.9953238,0.001470165,0.00104632,0.0003503823,0.001369171,0.0004402103],"domain_scores_gemma":[0.9475772,0.01655601,0.02492888,0.002979068,0.005827418,0.00213142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003003285,0.0001527212,0.9723107,0.0001373443,0.00004879372,0.0006070813,0.009589367,0.00014834,0.001181875,0.0000311798,0.000296863,0.01519536],"study_design_scores_gemma":[0.00001399898,0.0008269367,0.986811,0.00008724877,0.00004314483,0.001533512,0.008318097,0.0005931903,0.0008793772,0.00006991886,0.0007822514,0.00004124304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987478,0.0001505149,0.000589138,0.00003084172,0.00000514762,0.00007768876,0.0001063719,0.00002205533,0.0002703275],"genre_scores_gemma":[0.9988561,0.0001374802,0.0006314574,0.00001664026,0.000009992603,0.00007216795,0.0001540451,0.000007365112,0.0001148201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003293533,"threshold_uncertainty_score":0.01741803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171545313","doi":"10.1001/archinte.165.4.424","title":"Unintended Medication Discrepancies at the Time of Hospital Admission","year":2005,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":962,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Seriousness; Medicine; Medical prescription; Harm; Unintended consequences; Emergency medicine; Confidence interval; Patient safety; Pediatrics; Family medicine; Internal medicine; Psychology; Nursing; Health care","authors":[{"name":"Patricia Cornish","is_ca":true},{"name":"Simon R. Knowles","is_ca":false},{"name":"Romina Marchesano","is_ca":false},{"name":"Vincent C. Tam","is_ca":false},{"name":"Steven Shadowitz","is_ca":false},{"name":"David N. Juurlink","is_ca":false},{"name":"Edward Etchells","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0237252166909218,"gpt":0.3711689099263175,"spread":0.3474436932353957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003589266,0.0003683376,0.0006967849,0.00134769,0.0006927199,0.001010188,0.000825164,0.0006213374,0.002220007],"category_scores_gemma":[0.03120499,0.0003414906,0.0005231565,0.001428303,0.0006767655,0.0008476845,0.001149605,0.001477666,0.0003151922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103011,"about_ca_system_score_gemma":0.001325849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234365,"about_ca_topic_score_gemma":0.002205651,"domain_scores_codex":[0.9919159,0.002508781,0.002384697,0.0007060554,0.00188259,0.0006019573],"domain_scores_gemma":[0.9244732,0.02083101,0.04635949,0.002564867,0.003708065,0.00206328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772979,0.00004732072,0.9966788,0.00004758669,0.0000226627,0.00033287,0.0002712961,0.00009296156,0.00008003811,0.00002703801,0.00007573196,0.002146454],"study_design_scores_gemma":[0.00001108123,0.0003475357,0.995751,0.0000854882,0.00003050011,0.002078663,0.0004138584,0.0003923366,0.0004589984,0.0001043178,0.0003115681,0.00001459344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975615,0.000541477,0.0003766818,0.0001840376,0.00001987185,0.0000561102,0.0004003025,0.00001580585,0.0008442472],"genre_scores_gemma":[0.9991546,0.0001271577,0.0002943292,0.00007040221,0.00002522002,0.00002070064,0.0002248462,0.000003334834,0.00007938727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003589266,"threshold_uncertainty_score":0.01898211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133584801","doi":"","title":"Adverse events among medical patients after discharge from hospital.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":749,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Incidence (geometry); Adverse effect; Confidence interval; Emergency medicine; Hospital discharge; Medical record; Pediatrics; Internal medicine","authors":[{"name":"Alan J. Forster","is_ca":false},{"name":"Heather D. Clark","is_ca":false},{"name":"A. Ménard","is_ca":false},{"name":"Natalie Dupuis","is_ca":false},{"name":"Robert Chernish","is_ca":false},{"name":"Natasha Chandok","is_ca":false},{"name":"Asmat Ullah Khan","is_ca":false},{"name":"Carl van Walraven","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02012563585815229,"gpt":0.3005432271369863,"spread":0.280417591278834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007450244,0.0002225267,0.0003740348,0.0006427544,0.0006431962,0.0007112266,0.0003125982,0.0002849727,0.001572006],"category_scores_gemma":[0.006245608,0.0001086509,0.0003627308,0.001372252,0.0002729612,0.0002710781,0.0004447669,0.000823039,0.0002092692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180061,"about_ca_system_score_gemma":0.001460746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03513711,"about_ca_topic_score_gemma":0.04322065,"domain_scores_codex":[0.9990381,0.0001446343,0.0001344706,0.0001166204,0.0003557988,0.0002103229],"domain_scores_gemma":[0.9928488,0.0006915376,0.004534725,0.0001034771,0.0009856056,0.000835904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001765172,0.00002956791,0.994481,0.00006934516,0.00002568087,0.0001741997,0.0001538509,0.00003802987,0.00005515496,0.00001113298,0.0004172025,0.004368306],"study_design_scores_gemma":[0.000008228367,0.0001013701,0.9991992,0.00002460159,0.000009256917,0.0002241623,0.0001092765,0.00003343296,0.00002309466,0.00001083813,0.0002531657,0.00000342925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937717,0.001299729,0.0000902898,0.0002614968,0.00002043505,0.0001156786,0.002427093,0.00001181315,0.002001784],"genre_scores_gemma":[0.9976586,0.000468363,0.0001287018,0.0001082734,0.00002551333,0.00004570934,0.001387481,0.00000158815,0.000175695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03513711,"threshold_uncertainty_score":0.06986517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741606776","doi":"10.1016/j.jvir.2017.06.019","title":"Proposal of a New Adverse Event Classification by the Society of Interventional Radiology Standards of Practice Committee","year":2017,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":696,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hospital for Sick Children; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Quality assurance; Consistency (knowledge bases); Accountability; Event (particle physics); Medical physics; Quality (philosophy); Protocol (science); Medical education; Computer science; Artificial intelligence; Pathology; Alternative medicine; External quality assessment","authors":[{"name":"Omid Khalilzadeh","is_ca":false},{"name":"Mark O. Baerlocher","is_ca":true},{"name":"Paul B. Shyn","is_ca":false},{"name":"Bairbre Connolly","is_ca":true},{"name":"A. Michael Devane","is_ca":false},{"name":"Christopher S. Morris","is_ca":false},{"name":"Alan M. Cohen","is_ca":false},{"name":"Mehran Midia","is_ca":true},{"name":"Raymond H. Thornton","is_ca":false},{"name":"Kathleen A. Gross","is_ca":false},{"name":"Drew M. Caplin","is_ca":false},{"name":"Gunjan Aeron","is_ca":false},{"name":"Sanjay Misra","is_ca":false},{"name":"Nilesh H. Patel","is_ca":false},{"name":"T. Gregory Walker","is_ca":false},{"name":"G Martinez-Salazar","is_ca":false},{"name":"James E. Silberzweig","is_ca":false},{"name":"Boris Nikolic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06327303660584885,"gpt":0.4444417487396565,"spread":0.3811687121338077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1677792,0.001804355,0.003797357,0.01320175,0.008271793,0.01209975,0.009010272,0.02765657,0.002414739],"category_scores_gemma":[0.2149258,0.001962831,0.008458702,0.005884262,0.006526208,0.005548546,0.005561854,0.0315215,0.00238428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01367985,"about_ca_system_score_gemma":0.1072678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03827569,"about_ca_topic_score_gemma":0.04352688,"domain_scores_codex":[0.8493436,0.03226596,0.04686869,0.00775219,0.05485943,0.008910283],"domain_scores_gemma":[0.4937097,0.107827,0.02245694,0.01593881,0.3324067,0.02766092],"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":[0.0004765648,0.002999655,0.04354356,0.00130656,0.0005911388,0.001718853,0.004426593,0.008181446,0.005791097,0.1487561,0.5877245,0.1944839],"study_design_scores_gemma":[0.000805765,0.002271074,0.08547238,0.006204632,0.001186695,0.001548962,0.004984999,0.02071577,0.005929234,0.05472407,0.8150141,0.001142286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03401705,0.005365226,0.2200285,0.5733356,0.08707198,0.01383741,0.002912859,0.002749729,0.06068165],"genre_scores_gemma":[0.1118818,0.004179725,0.628859,0.1735728,0.02560365,0.01533319,0.008253024,0.0008807285,0.03143615],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1677792,"threshold_uncertainty_score":0.8873117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144663895","doi":"10.1016/j.jcrc.2006.06.002","title":"The checklist—a tool for error management and performance improvement","year":2006,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":647,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Checklist; Medicine; Aviation; Human error; Norm (philosophy); Work (physics); Narrative review; Process management; Risk analysis (engineering); Operations management; Intensive care medicine; Psychology; Engineering","authors":[{"name":"Brigette Hales","is_ca":true},{"name":"Peter J. Pronovost","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1035768700479541,"gpt":0.4910526506795745,"spread":0.3874757806316204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01138056,0.002100709,0.004199964,0.01418185,0.0007791834,0.001608605,0.00343666,0.001947148,0.00357967],"category_scores_gemma":[0.02757182,0.00079572,0.001934734,0.007645718,0.00133787,0.002446571,0.001775365,0.00214673,0.001935697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015278,"about_ca_system_score_gemma":0.01085018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007696684,"about_ca_topic_score_gemma":0.01337214,"domain_scores_codex":[0.9870451,0.002824158,0.002649023,0.0005159582,0.006738345,0.0002274853],"domain_scores_gemma":[0.9591224,0.02189198,0.004867198,0.0009275511,0.01236084,0.0008301342],"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":[0.00002174926,0.00005329857,0.000328078,0.01930948,0.0001770868,0.00003949976,0.0000750382,0.0001186267,0.0001483069,0.0004169258,0.02834436,0.9509677],"study_design_scores_gemma":[0.0001995256,0.0004954042,0.01320786,0.1035558,0.001786394,0.001906911,0.0003761829,0.000483053,0.001451234,0.001875853,0.8744956,0.0001660501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004787332,0.98616,0.005244978,0.002566037,0.001621657,0.0003843059,0.0003547557,0.0003355163,0.002854064],"genre_scores_gemma":[0.004013192,0.96877,0.02177918,0.001624509,0.0006602773,0.0005700535,0.0006903864,0.00004637038,0.001846035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01418185,"threshold_uncertainty_score":0.06018686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149382303","doi":"10.1056/nejmsa1308261","title":"Introduction of Surgical Safety Checklists in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":627,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; Institute of Health Services and Policy Research; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Checklist; Odds ratio; Confidence interval; Patient safety; Observational study; Acute care; Emergency medicine; Surgical procedures; Health care; Medical emergency; Surgery; Internal medicine","authors":[{"name":"David R. Urbach","is_ca":true},{"name":"Anand Govindarajan","is_ca":true},{"name":"Refik Saskin","is_ca":true},{"name":"Andrew S. Wilton","is_ca":true},{"name":"Nancy N. Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02441003881932048,"gpt":0.3263961291494745,"spread":0.3019860903301541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001905757,0.0003139853,0.0003309229,0.0011437,0.00257966,0.001150978,0.001514426,0.0006066262,0.001801302],"category_scores_gemma":[0.01004801,0.0004766458,0.0006540851,0.002115099,0.001062291,0.000498919,0.001320944,0.001072949,0.0001121794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06431269,"about_ca_system_score_gemma":0.1234161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882002,"about_ca_topic_score_gemma":0.9932556,"domain_scores_codex":[0.9956494,0.000435119,0.0003235973,0.0004063701,0.002025622,0.001159962],"domain_scores_gemma":[0.9727436,0.001940162,0.008815872,0.0006775977,0.009488692,0.006334159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927133,0.0001390312,0.9612631,0.0005159394,0.0001073609,0.0003648146,0.001939834,0.0005782952,0.0008547563,0.0002319499,0.006743531,0.02706871],"study_design_scores_gemma":[0.00001820731,0.00006986827,0.995174,0.00008686113,0.00001595901,0.00005095552,0.0006864414,0.000235939,0.00007555246,0.00001963381,0.003550622,0.00001606132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976188,0.00363958,0.0008494473,0.006832431,0.0001922478,0.0004342526,0.00407402,0.0001221666,0.007667932],"genre_scores_gemma":[0.9922326,0.001890615,0.001238411,0.001234124,0.00004196839,0.0001017653,0.001281107,0.00001544029,0.001964009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06431269,"threshold_uncertainty_score":0.4666234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171369374","doi":"10.1001/archsurg.2007.21","title":"Evaluation of a Preoperative Checklist and Team Briefing Among Surgeons, Nurses, and Anesthesiologists to Reduce Failures in Communication","year":2008,"lang":"en","type":"article","venue":"Archives of surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":592,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Checklist; Medicine; Observational study; Intervention (counseling); American society of anesthesiologists; Patient safety; Scale (ratio); Medical emergency; Nursing; Emergency medicine; Surgery; Health care; Psychology","authors":[{"name":"Lorelei Lingard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1236880505467125,"gpt":0.3985519541565484,"spread":0.2748639036098359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004591483,0.0006702087,0.0005067451,0.0006591443,0.0005380879,0.0003799641,0.001107783,0.0006933203,0.002246159],"category_scores_gemma":[0.02196688,0.0004070216,0.000496424,0.000306613,0.0003572898,0.0006193376,0.0005862925,0.0007081639,0.0001932463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250196,"about_ca_system_score_gemma":0.003494142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181679,"about_ca_topic_score_gemma":0.006568984,"domain_scores_codex":[0.9971769,0.001418954,0.0003521087,0.0001941138,0.0005656949,0.0002922074],"domain_scores_gemma":[0.9871327,0.004923156,0.00348598,0.000481193,0.001593983,0.002382959],"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":[0.02941135,0.1558565,0.08462399,0.005373214,0.000484346,0.0002751231,0.007271608,0.002034162,0.008263995,0.0001281616,0.003743389,0.7025341],"study_design_scores_gemma":[0.02569603,0.3916541,0.5629774,0.001018704,0.0006427199,0.0002829725,0.002983158,0.004071083,0.006206136,0.0001941354,0.004123059,0.0001505921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958124,0.0002132256,0.0008208727,0.000217771,0.0000554467,0.002306144,0.00005639086,0.00009329967,0.0004245021],"genre_scores_gemma":[0.9794537,0.0002895904,0.01361916,0.0002062975,0.00008215725,0.005695113,0.0001726499,0.00000699471,0.0004742421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004591483,"threshold_uncertainty_score":0.02428234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170389556","doi":"10.1056/nejmsa1204720","title":"Simulation-Based Trial of Surgical-Crisis Checklists","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":567,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Boeing (Canada)","funders":"Agency for Healthcare Research and Quality","keywords":"Checklist; Medicine; Patient safety; Confidence interval; Crisis management; Emergency medicine; Best practice; Medical emergency; Health care","authors":[{"name":"Alexander F. Arriaga","is_ca":false},{"name":"Angela M. Bader","is_ca":false},{"name":"Judith M. Wong","is_ca":false},{"name":"Stuart R. Lipsitz","is_ca":false},{"name":"William R. Berry","is_ca":false},{"name":"John E. Ziewacz","is_ca":false},{"name":"David L. Hepner","is_ca":false},{"name":"Daniel J. Boorman","is_ca":true},{"name":"Charles N. Pozner","is_ca":false},{"name":"Douglas S. Smink","is_ca":false},{"name":"Atul A. Gawande","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06937329168253491,"gpt":0.4222875482872274,"spread":0.3529142566046924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01037841,0.001633769,0.002397986,0.0008291929,0.0009026431,0.001590456,0.001788853,0.002559626,0.006784827],"category_scores_gemma":[0.04568242,0.0008709826,0.002388641,0.0005993664,0.001838838,0.001906343,0.00176129,0.003981285,0.0006948066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788862,"about_ca_system_score_gemma":0.004701803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587054,"about_ca_topic_score_gemma":0.001661459,"domain_scores_codex":[0.9887632,0.008969069,0.0005770759,0.0008429305,0.0004206162,0.0004270978],"domain_scores_gemma":[0.9573542,0.02885672,0.005867226,0.00278222,0.001553152,0.003586457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.9088939,0.05612743,0.003528928,0.0006997003,0.00127532,0.00003820115,0.0004626896,0.009246413,0.0004167507,0.000598483,0.0009443616,0.01776793],"study_design_scores_gemma":[0.537164,0.4286261,0.005887929,0.0003010285,0.0008574671,0.0000325417,0.0002287915,0.02350122,0.0007383311,0.001247004,0.001315616,0.00009992452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919277,0.0003518141,0.001224925,0.0004547966,0.0004273396,0.004163845,0.0002468016,0.0001013536,0.001101321],"genre_scores_gemma":[0.984816,0.0002799076,0.003026234,0.0002617064,0.0002219084,0.01038965,0.000328199,0.00001563993,0.0006608358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037841,"threshold_uncertainty_score":0.05488694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143399640","doi":"10.1136/bmjqs.2009.040022","title":"Changes in safety attitude and relationship to decreased postoperative morbidity and mortality following implementation of a checklist-based surgical safety intervention","year":2011,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":527,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Checklist; Medicine; Patient safety; Intervention (counseling); Teamwork; Physical therapy; Nursing; Family medicine; Health care; Psychology","authors":[{"name":"Alex B. Haynes","is_ca":false},{"name":"Thomas G. Weiser","is_ca":false},{"name":"William R. Berry","is_ca":false},{"name":"Stuart R. Lipsitz","is_ca":false},{"name":"Abdel-Hadi Breizat","is_ca":false},{"name":"E. Patchen Dellinger","is_ca":false},{"name":"Gerald Dziekan","is_ca":false},{"name":"Teodoro Herbosa","is_ca":false},{"name":"Pascience Kibatala","is_ca":false},{"name":"Marie Carmela Lapitan","is_ca":false},{"name":"Alan Merry","is_ca":false},{"name":"Richard K. Reznick","is_ca":true},{"name":"Bruce Taylor","is_ca":true},{"name":"Amit Vats","is_ca":false},{"name":"Atul A. Gawande","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2116071531523853,"gpt":0.515967642953638,"spread":0.3043604898012526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00214545,0.0001483747,0.000214474,0.0003067094,0.0001576007,0.0003033682,0.0001918421,0.0004420885,0.001862561],"category_scores_gemma":[0.02019896,0.0001870237,0.0002778622,0.0002691682,0.0002133523,0.0003452502,0.0003358131,0.0007959847,0.0001755376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833439,"about_ca_system_score_gemma":0.0005572237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170165,"about_ca_topic_score_gemma":0.001824698,"domain_scores_codex":[0.9983066,0.0007314239,0.0001901095,0.0001243493,0.0004042978,0.0002433064],"domain_scores_gemma":[0.9803889,0.006412162,0.009404499,0.0003271124,0.001742489,0.001724962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001531948,0.002131213,0.9782953,0.0001013511,0.0001012005,0.0000467711,0.0005036542,0.0002055231,0.0009308261,0.00000688925,0.0001814964,0.01596386],"study_design_scores_gemma":[0.00002721607,0.0023562,0.9968594,0.00001086317,0.00001690506,0.00002581673,0.0002252017,0.0001854852,0.0002151467,0.000004709842,0.00006836803,0.000004711657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996125,0.00004590748,0.00008333949,0.00006202083,0.000005201326,0.00001945112,0.00002072593,0.00000385053,0.0001470217],"genre_scores_gemma":[0.9995403,0.00003822987,0.000150382,0.00003224923,0.000007553618,0.00002853053,0.00004921877,0.000001043534,0.0001524626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214545,"threshold_uncertainty_score":0.0113464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2415197189","doi":"10.1016/s1553-7250(07)33050-x","title":"The Emotional Impact of Medical Errors on Practicing Physicians in the United States and Canada","year":2007,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":486,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Anxiety; Confidence interval; Family medicine; Odds ratio; Job satisfaction; Patient safety; MEDLINE; Job strain; Distress; Harm; Health care; Psychiatry; Clinical psychology; Psychology; Internal medicine; Social psychology","authors":[{"name":"Amy D. Waterman","is_ca":false},{"name":"Jane Garbutt","is_ca":false},{"name":"Erik Hazel","is_ca":false},{"name":"William Claiborne Dunagan","is_ca":false},{"name":"Wendy Levinson","is_ca":true},{"name":"Victoria J. Fraser","is_ca":false},{"name":"Thomas H. Gallagher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1249429083740714,"gpt":0.4561103816238884,"spread":0.331167473249817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484624,0.0002003095,0.0003758137,0.001384049,0.008018644,0.003270407,0.001311176,0.00152576,0.004187856],"category_scores_gemma":[0.01814047,0.0003150183,0.000514216,0.002842193,0.002477085,0.000878185,0.002658456,0.002535338,0.0002297077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05102282,"about_ca_system_score_gemma":0.07232686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841228,"about_ca_topic_score_gemma":0.9926966,"domain_scores_codex":[0.9961308,0.000741308,0.000177546,0.0001408716,0.001557067,0.001252421],"domain_scores_gemma":[0.9716371,0.003770747,0.004483796,0.000241796,0.009750539,0.01011612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003856336,0.0002622357,0.9178421,0.00009944626,0.0001265762,0.0008783453,0.03191871,0.0005808573,0.0001775049,0.000812647,0.02086179,0.02605408],"study_design_scores_gemma":[0.0000251491,0.0000522548,0.9134607,0.0001497903,0.00002773782,0.0001463335,0.07904162,0.0003443293,0.00004877321,0.0001578651,0.006498144,0.00004722535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623044,0.001231683,0.00004755594,0.02220589,0.0001754323,0.00003217268,0.0006257364,0.000007285905,0.01337001],"genre_scores_gemma":[0.9935994,0.001522371,0.00006394916,0.00275633,0.00006260668,0.000008680498,0.0001744413,0.000007477794,0.00180467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05102282,"threshold_uncertainty_score":0.3701981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004745830","doi":"10.1097/acm.0b013e3181e2d0c6","title":"Teaching Quality Improvement and Patient Safety to Trainees: A Systematic Review","year":2010,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":469,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Curriculum; Thematic analysis; Medical education; Enthusiasm; MEDLINE; Medicine; Quality (philosophy); Patient safety; Psychology; Qualitative research; Health care; Pedagogy; Sociology","authors":[{"name":"Brian M. Wong","is_ca":true},{"name":"Edward Etchells","is_ca":false},{"name":"Ayelet Kuper","is_ca":false},{"name":"Wendy Levinson","is_ca":false},{"name":"Kaveh G Shojania","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1684560554715318,"gpt":0.5383200388525057,"spread":0.3698639833809738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02181724,0.001427921,0.006868564,0.01330975,0.00105688,0.003569635,0.002298769,0.002619011,0.003164074],"category_scores_gemma":[0.1201147,0.001271709,0.004367418,0.01730528,0.001339738,0.003665906,0.001569681,0.001480883,0.0002747864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006661708,"about_ca_system_score_gemma":0.02540373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007676,"about_ca_topic_score_gemma":0.02121867,"domain_scores_codex":[0.9707219,0.01360735,0.008553544,0.001143935,0.005490301,0.0004829557],"domain_scores_gemma":[0.8805689,0.08300477,0.02277028,0.001366803,0.01110259,0.001186728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002100663,0.00006852346,0.002372552,0.9078466,0.005730387,0.0001604711,0.0007923446,0.0001436458,0.0001278838,0.000218936,0.001889388,0.0804392],"study_design_scores_gemma":[0.0003204404,0.000372587,0.006420225,0.9590031,0.02134575,0.0004244703,0.0008793296,0.0001602565,0.0002257248,0.0002106904,0.01059956,0.0000378804],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003093831,0.9942864,0.0004124701,0.0005591054,0.0001777266,0.0008300512,0.0002186559,0.00001347618,0.0004082921],"genre_scores_gemma":[0.03238431,0.9627382,0.002087547,0.0006896407,0.0001677732,0.001648695,0.0001777724,0.000007100928,0.00009898697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02181724,"threshold_uncertainty_score":0.115382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113838468","doi":"10.1136/qshc.2005.015347","title":"Reconcilable differences: correcting medication errors at hospital admission and discharge","year":2006,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":451,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Markham Stouffville Hospital","funders":"","keywords":"Medicine; Unintended consequences; Emergency medicine; Harm; Hospital admission; Adverse effect; Family medicine; Internal medicine; Psychology","authors":[{"name":"T Vira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0907924825495418,"gpt":0.4344063328001578,"spread":0.343613850250616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01531887,0.0007381953,0.0007748366,0.0022784,0.001726485,0.001976663,0.00173173,0.0008506415,0.00186368],"category_scores_gemma":[0.09411493,0.0003025653,0.001136925,0.001697314,0.001059864,0.001512939,0.002717834,0.00176692,0.0002812937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004354432,"about_ca_system_score_gemma":0.01655278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02647551,"about_ca_topic_score_gemma":0.04072039,"domain_scores_codex":[0.9854659,0.006989751,0.001298912,0.0007636244,0.004709894,0.0007718823],"domain_scores_gemma":[0.9551136,0.0204501,0.01272509,0.002747679,0.007111324,0.001852264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001202389,0.0006982628,0.498514,0.001058277,0.0004453867,0.0004899414,0.004264948,0.003938777,0.0008817341,0.001390579,0.003841816,0.483274],"study_design_scores_gemma":[0.0002426486,0.002848495,0.9609126,0.001177565,0.0005517048,0.001548756,0.004316809,0.01124261,0.004523169,0.003725992,0.008746793,0.0001628207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418671,0.007654827,0.02875957,0.009038931,0.0003410479,0.001381638,0.0006767841,0.0006307585,0.009649367],"genre_scores_gemma":[0.9755484,0.001356575,0.02170962,0.0004281455,0.00009681503,0.0001397699,0.0003159522,0.00002404639,0.0003807219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02647551,"threshold_uncertainty_score":0.08101487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030466161","doi":"10.1097/00001888-200203000-00013","title":"Team Communications in the Operating Room","year":2002,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":434,"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":"Surgical team; Psychology; Interpersonal communication; Grounded theory; Socialization; Health care; Social psychology; Nursing; Medicine; Medical education; Qualitative research; Sociology; Political science","authors":[{"name":"Lorelei Lingard","is_ca":true},{"name":"Richard K. Reznick","is_ca":false},{"name":"Sherry Espin","is_ca":false},{"name":"Glenn Regehr","is_ca":false},{"name":"Isabella Devito","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3090383517737648,"gpt":0.504459639548548,"spread":0.1954212877747832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002832267,0.0002392394,0.000187817,0.0009013608,0.003277601,0.002147479,0.000628541,0.0006845066,0.003415175],"category_scores_gemma":[0.01643628,0.0001819159,0.000220154,0.0005169124,0.002345596,0.001744277,0.003174694,0.001026344,0.00042362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305718,"about_ca_system_score_gemma":0.002327323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072905,"about_ca_topic_score_gemma":0.0009536662,"domain_scores_codex":[0.993651,0.004189075,0.0003432994,0.0002676121,0.00108877,0.0004603278],"domain_scores_gemma":[0.983579,0.008441696,0.004519057,0.0005125152,0.001074471,0.001873301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009023427,0.0003593249,0.1875886,0.001794115,0.0001126069,0.00569801,0.4678423,0.00138379,0.01129256,0.006383577,0.00683605,0.3098067],"study_design_scores_gemma":[0.00007093351,0.001837351,0.2472301,0.00199013,0.0001386164,0.01128524,0.6127368,0.00203756,0.008883558,0.01045804,0.1031483,0.0001833258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779466,0.001784862,0.005527155,0.001402476,0.0001542375,0.00006362685,0.00004383259,0.00006227658,0.01301487],"genre_scores_gemma":[0.9961915,0.0006141859,0.001660465,0.0002243963,0.00006724324,0.00003653434,0.00002321228,0.00001832457,0.001164139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003415175,"threshold_uncertainty_score":0.01497865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148117753","doi":"10.1136/bmjqs.2010.040964","title":"Safety culture in healthcare: a review of concepts, dimensions, measures and progress","year":2011,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":396,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Safety culture; Patient safety; Psychological intervention; Set (abstract data type); Health care; Organizational culture; Safety climate; Medicine; Public relations; Occupational safety and health; Computer science; Nursing; Management; Political science","authors":[{"name":"Michelle Hall","is_ca":true},{"name":"Aleksandra Zecevic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3050604722031021,"gpt":0.5781185609793422,"spread":0.2730580887762401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02669703,0.001712717,0.00405142,0.01816002,0.001255949,0.005458539,0.002538428,0.002561892,0.001754478],"category_scores_gemma":[0.0486441,0.0009556996,0.002540109,0.02000064,0.003962622,0.008486431,0.002520653,0.002885639,0.0003935296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008006826,"about_ca_system_score_gemma":0.01709685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009609139,"about_ca_topic_score_gemma":0.01337729,"domain_scores_codex":[0.9785208,0.007959482,0.005563656,0.001202658,0.006382643,0.0003707843],"domain_scores_gemma":[0.9328378,0.04869973,0.00752012,0.0008739879,0.009406338,0.0006620432],"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":[0.00008451073,0.0000754811,0.002477474,0.1826873,0.0005034519,0.00008828483,0.002030708,0.0003265274,0.0001990209,0.0067122,0.01165017,0.7931648],"study_design_scores_gemma":[0.00006670488,0.0003728587,0.02067473,0.6521071,0.00203765,0.001165096,0.005487232,0.0005008019,0.0005401212,0.01079545,0.3060836,0.00016872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001959579,0.9982121,0.0001940438,0.0009367765,0.0001666786,0.00002024205,0.00001675472,0.000003324147,0.0002542102],"genre_scores_gemma":[0.002782073,0.9958068,0.0007313765,0.0004186441,0.0001287101,0.00006489237,0.00002332641,0.000002436616,0.00004163085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02669703,"threshold_uncertainty_score":0.141189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140376865","doi":"10.1136/qshc.2006.017947","title":"The \"To Err is Human\" report and the patient safety literature","year":2006,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":393,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Patient safety; Gynecology; Health care","authors":[{"name":"Henry T. Stelfox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05766032892034566,"gpt":0.4641378471845953,"spread":0.4064775182642496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08726094,0.0005843889,0.00101319,0.02404019,0.001531971,0.009758933,0.002188738,0.005583649,0.008725857],"category_scores_gemma":[0.4530527,0.0006021119,0.001708805,0.0274277,0.005397712,0.008292351,0.005257871,0.003581926,0.001287035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007267152,"about_ca_system_score_gemma":0.01625986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005778068,"about_ca_topic_score_gemma":0.005473058,"domain_scores_codex":[0.8887335,0.0466641,0.02328791,0.004921804,0.03404186,0.002350816],"domain_scores_gemma":[0.1669865,0.5312477,0.2449837,0.009716773,0.04026485,0.006800536],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001705409,0.0003757421,0.2511981,0.04228284,0.001328193,0.002066676,0.00815873,0.001179709,0.0007213329,0.02541374,0.2937072,0.3718624],"study_design_scores_gemma":[0.0004690904,0.001153157,0.4483524,0.08245306,0.001844798,0.006004897,0.01068146,0.001176532,0.00167923,0.01574797,0.4300631,0.0003743176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.06132679,0.4484166,0.002387319,0.4489396,0.01393266,0.0002217348,0.004546335,0.0001766435,0.02005227],"genre_scores_gemma":[0.5156193,0.3442541,0.006445848,0.08324382,0.0407303,0.0007682055,0.004002395,0.0001610252,0.00477501],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.912739,"threshold_uncertainty_score":0.4614854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120710757","doi":"10.1093/bja/aeq133","title":"Critical incident reporting and learning","year":2010,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":391,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Incident report; Causation; Punitive damages; Patient safety; Set (abstract data type); Near miss; Action (physics); Medicine; Psychology; Health care; Risk analysis (engineering); Computer science; Computer security; Engineering; Political science","authors":[{"name":"Rajesh Mahajan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1121621869395542,"gpt":0.4706321800293174,"spread":0.3584699930897632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005240837,0.001162797,0.002660999,0.006703648,0.0007194771,0.002457177,0.001588299,0.002361727,0.008740569],"category_scores_gemma":[0.01980606,0.0007139549,0.00146329,0.005610134,0.001697865,0.002917802,0.002105397,0.002800618,0.001782451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048003,"about_ca_system_score_gemma":0.007928019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005363158,"about_ca_topic_score_gemma":0.0102853,"domain_scores_codex":[0.9965144,0.001063399,0.0008986753,0.0002931869,0.001062678,0.0001676664],"domain_scores_gemma":[0.9792415,0.01354377,0.003212688,0.0004559251,0.003034445,0.0005116597],"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":[0.00008503762,0.00007850771,0.0002839371,0.04840529,0.0001935816,0.00009502588,0.000140892,0.0001491489,0.0001079583,0.0009538048,0.03282699,0.9166797],"study_design_scores_gemma":[0.0001506956,0.0003478453,0.004860635,0.113931,0.0009837736,0.001488462,0.0004373091,0.0001136907,0.000326104,0.002668415,0.8746324,0.00005981733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008844894,0.9976158,0.00008825767,0.0007622711,0.0004714237,0.00001886699,0.00002097731,0.000007506639,0.0009264182],"genre_scores_gemma":[0.001272823,0.99716,0.0002381328,0.0005134459,0.0003678116,0.00002679267,0.00003271967,0.000002024575,0.0003863496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008740569,"threshold_uncertainty_score":0.02924013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109054199","doi":"10.1345/aph.1r147","title":"Prevalence and Nature of Medication Administration Errors in Health Care Settings: A Systematic Review of Direct Observational Evidence","year":2013,"lang":"en","type":"review","venue":"Annals of Pharmacotherapy","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":361,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Interquartile range; MEDLINE; Data extraction; Observational study; PsycINFO; Health care; Systematic review; Emergency medicine; Internal medicine","authors":[{"name":"Richard N. Keers","is_ca":true},{"name":"Steven Williams","is_ca":false},{"name":"Jonathan Cooke","is_ca":false},{"name":"Darren M. Ashcroft","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2980870892475951,"gpt":0.5785168364202032,"spread":0.2804297471726082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03874499,0.0017861,0.009342429,0.01986277,0.0008570942,0.004066844,0.002653574,0.002572457,0.003024703],"category_scores_gemma":[0.2313069,0.002230737,0.007897583,0.01805561,0.001857866,0.004296068,0.00274445,0.001488875,0.0003251592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004817467,"about_ca_system_score_gemma":0.0133204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007535603,"about_ca_topic_score_gemma":0.02079506,"domain_scores_codex":[0.9218905,0.02716082,0.0369762,0.004182057,0.009076367,0.0007140044],"domain_scores_gemma":[0.6969606,0.2032966,0.07636733,0.005108719,0.0172829,0.0009838757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003577886,0.00003895024,0.00946444,0.9518176,0.0182244,0.0001387051,0.00050461,0.00008751209,0.0001056764,0.0001312442,0.0005960466,0.0185331],"study_design_scores_gemma":[0.0004002727,0.0005233933,0.03064504,0.8844658,0.07395965,0.0008782412,0.00130196,0.0001209006,0.0002665641,0.0002564974,0.007106539,0.0000751827],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008717933,0.9881281,0.0004074745,0.0003296723,0.000123053,0.0006805395,0.00134133,0.00001003539,0.0002618827],"genre_scores_gemma":[0.1368261,0.8523951,0.004457866,0.001261726,0.0002487968,0.002938878,0.001707111,0.00001941444,0.0001451042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03874499,"threshold_uncertainty_score":0.2049055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170879500","doi":"10.1136/qshc.2008.029165","title":"Patient safety research: an overview of the global evidence","year":2010,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":320,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. Food and Drug Administration; Karolinska Institutet; Inyuvesi Yakwazulu-Natali; Universiteit van Amsterdam; Indian Council of Medical Research; Vanderbilt University; University of Pennsylvania; Brigham and Women's Hospital; University of Toronto; Fordham University; World Health Organization; Massachusetts General Hospital","keywords":"Medicine; Patient safety; Harm; Population; Medical emergency; Nursing; Health care; Environmental health; Economic growth; Psychology","authors":[{"name":"Ashish K. Jha","is_ca":false},{"name":"Nittita Prasopa-Plaizier","is_ca":false},{"name":"Itziar Larizgoitia","is_ca":false},{"name":"David W. Bates","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6782494083240792,"gpt":0.6551188146740323,"spread":0.02313059365004688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07969777,0.002214851,0.004467678,0.03884787,0.002107159,0.01081365,0.002791002,0.009275753,0.006018639],"category_scores_gemma":[0.134245,0.001990935,0.005400273,0.03272382,0.006221195,0.01073425,0.006236733,0.008512671,0.001379108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01288255,"about_ca_system_score_gemma":0.02339827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006014838,"about_ca_topic_score_gemma":0.01045507,"domain_scores_codex":[0.9332058,0.03051974,0.01803544,0.003294615,0.01342108,0.001523281],"domain_scores_gemma":[0.6926201,0.254361,0.01981754,0.004631014,0.02544516,0.003125185],"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":[0.00025159,0.0000934177,0.003137173,0.3339611,0.001539047,0.0002145201,0.001168961,0.000454694,0.0003434575,0.00764209,0.03691745,0.6142766],"study_design_scores_gemma":[0.00005367971,0.0001525164,0.003741198,0.8240933,0.002267449,0.0005692895,0.001127409,0.000187408,0.0002058011,0.006271493,0.1612828,0.00004764566],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001181272,0.9901422,0.0002282357,0.008366906,0.0003668028,0.00003527619,0.00006088092,0.00001431941,0.0006672218],"genre_scores_gemma":[0.00287381,0.9909026,0.001272512,0.004271816,0.0004526711,0.00007015958,0.00008476365,0.00001155829,0.00006008797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07969777,"threshold_uncertainty_score":0.4214872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239740396","doi":"10.1136/qhc.13.5.330","title":"Communication failures in the operating room: an observational classification of recurrent types and effects","year":2004,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":303,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Checklist; Workaround; Observational study; Patient safety; Interpersonal communication; Surgical team; Medical emergency; Nursing; Psychology; Surgery; Social psychology; Health care","authors":[{"name":"Lorelei Lingard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3376938422592721,"gpt":0.5360686870372215,"spread":0.1983748447779495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003341662,0.0003782915,0.0005079304,0.002533464,0.0007995162,0.0007563611,0.0007682951,0.0006225369,0.000761118],"category_scores_gemma":[0.04148393,0.000378942,0.0004032358,0.0009207643,0.0008300787,0.001063763,0.001611265,0.0008913276,0.000256788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007404439,"about_ca_system_score_gemma":0.0008761069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224676,"about_ca_topic_score_gemma":0.002096637,"domain_scores_codex":[0.9953057,0.001467821,0.001059119,0.0003519416,0.001374164,0.0004412358],"domain_scores_gemma":[0.9474344,0.01638428,0.02519573,0.002971855,0.005885194,0.002128398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002975239,0.0001528134,0.9735225,0.0001332548,0.00004865363,0.0005932671,0.009125868,0.0001464712,0.001139511,0.00002989333,0.000285917,0.01452427],"study_design_scores_gemma":[0.0000140107,0.0008338853,0.9871542,0.00008511373,0.00004274868,0.00151588,0.008020218,0.0005973775,0.0008695953,0.00006769202,0.0007582199,0.00004107784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987695,0.000147726,0.000576114,0.00002998923,0.000005138966,0.00007854928,0.000106851,0.00002141938,0.0002647867],"genre_scores_gemma":[0.9988702,0.0001359656,0.0006210349,0.00001645645,0.00001002297,0.00007190708,0.0001548872,0.000007296423,0.0001122555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003341662,"threshold_uncertainty_score":0.0176726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138868249","doi":"10.1542/peds.110.4.737","title":"Variables Associated With Medication Errors in Pediatric Emergency Medicine","year":2002,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":299,"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; University of Toronto; Associated Medical Services","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Incidence (geometry); Retrospective cohort study; Logistic regression; Emergency department; Pediatrics; Univariate analysis; Emergency medicine; Internal medicine; Multivariate analysis","authors":[{"name":"Eran Kozer","is_ca":true},{"name":"Dennis Scolnik","is_ca":true},{"name":"Alison Macpherson","is_ca":true},{"name":"Tara Keays","is_ca":true},{"name":"Kevin Shi","is_ca":true},{"name":"Tracy Luk","is_ca":true},{"name":"Gideon Koren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08461454932815819,"gpt":0.3718009519018841,"spread":0.2871864025737259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009534977,0.0003319599,0.0003261558,0.001044507,0.0003095188,0.0005425655,0.0003301729,0.000425552,0.001628626],"category_scores_gemma":[0.008585591,0.0002250661,0.0004041629,0.001677547,0.0002878162,0.0005230124,0.0004714107,0.0007847695,0.000169531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754485,"about_ca_system_score_gemma":0.0006084922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133741,"about_ca_topic_score_gemma":0.001672359,"domain_scores_codex":[0.9986223,0.0003282779,0.0002523743,0.0002131418,0.0004346244,0.0001492999],"domain_scores_gemma":[0.9901699,0.001944325,0.006636303,0.0001874995,0.0005632044,0.0004987126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000144266,0.000009630769,0.999492,0.000006673622,0.000008980829,0.00007180146,0.00001225004,0.00002059612,0.00001898451,0.000002705376,0.00002608566,0.0003157635],"study_design_scores_gemma":[0.000002593021,0.00005577103,0.9986822,0.00001198797,0.00001120502,0.0008943697,0.0000720104,0.0001365646,0.00004637354,0.000008442978,0.00007634411,0.000002161653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998575,0.000555341,0.0001364176,0.00007483517,0.000009535771,0.00001119236,0.0003144381,0.000005701209,0.0003175662],"genre_scores_gemma":[0.9991291,0.0002461588,0.0002372007,0.00001446906,0.00001667632,0.000008727028,0.0003077193,0.000002426553,0.00003747895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002133741,"threshold_uncertainty_score":0.005448341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976987499","doi":"10.1186/cc6813","title":"Clinical review: Medication errors in critical care","year":2008,"lang":"en","type":"review","venue":"Critical Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":298,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Intensive care medicine; Intensive care unit; Critically ill; Critical illness; Medication error; MEDLINE; Emergency medicine; Medical emergency; Health care; Patient safety","authors":[{"name":"E Moyen","is_ca":true},{"name":"Eric Camiré","is_ca":true},{"name":"Henry T. Stelfox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3991723643154387,"gpt":0.641084310433482,"spread":0.2419119461180433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001480851,0.001781926,0.003027911,0.00578185,0.0006957673,0.001952379,0.001772563,0.002257299,0.01027211],"category_scores_gemma":[0.006324305,0.0004558399,0.0009211102,0.009186794,0.0009132818,0.002822213,0.001227601,0.00204736,0.006183717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259557,"about_ca_system_score_gemma":0.004404899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667505,"about_ca_topic_score_gemma":0.005371577,"domain_scores_codex":[0.9981554,0.0003686976,0.0004008526,0.0001563624,0.0008398119,0.00007881688],"domain_scores_gemma":[0.9953838,0.001853747,0.0007899416,0.0001059677,0.001615247,0.0002512035],"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":[0.00006275429,0.0000747932,0.0003291287,0.06301247,0.0001698532,0.0003391191,0.000122119,0.0001764729,0.0005934099,0.0008046346,0.2244435,0.7098717],"study_design_scores_gemma":[0.00004493449,0.0000969276,0.002277664,0.03589513,0.0002588821,0.003042849,0.000117221,0.00006921807,0.0002280323,0.0009493639,0.9569885,0.00003124271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005868785,0.9964916,0.0001066096,0.0006824447,0.00125696,0.000034899,0.00003239833,0.00001215986,0.001324182],"genre_scores_gemma":[0.000436722,0.9969881,0.000281924,0.000625923,0.0008533653,0.00002412614,0.00005124737,0.000002441152,0.0007361265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01027211,"threshold_uncertainty_score":0.03436363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157835363","doi":"10.1136/jech.2007.065227","title":"Incidence of adverse events related to health care in Spain: results of the Spanish National Study of Adverse Events","year":2008,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":281,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Adverse effect; Retrospective cohort study; Cohort study; Internal medicine; Pediatrics","authors":[{"name":"Jesús María Aranaz Andrés","is_ca":false},{"name":"J Vitaller-Murillo","is_ca":false},{"name":"Pedro Ruiz López","is_ca":false},{"name":"Ramón Limón-Ramírez","is_ca":false},{"name":"Enrique Terol-García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1899627858223848,"gpt":0.4963383563597218,"spread":0.306375570537337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003776174,0.0003508203,0.0006661831,0.001527815,0.00015347,0.0006101575,0.0003886677,0.0003498141,0.0009583534],"category_scores_gemma":[0.005786473,0.0002314444,0.001021023,0.001588184,0.0001672273,0.000349175,0.00058236,0.0003783526,0.0002570194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006425012,"about_ca_system_score_gemma":0.0006069607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009595711,"about_ca_topic_score_gemma":0.007245131,"domain_scores_codex":[0.9980074,0.000643939,0.0003689608,0.0003292511,0.0004818406,0.0001687522],"domain_scores_gemma":[0.9920337,0.001169183,0.004544126,0.0004100162,0.001390467,0.0004524906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001655404,0.00002180691,0.9976478,0.00003566951,0.0001199404,0.00001472069,0.00002258205,0.00007063056,0.00003656327,0.000004749172,0.0001949728,0.001664972],"study_design_scores_gemma":[0.00001350794,0.00005649648,0.9995536,0.00001395784,0.00002185735,0.00004133307,0.00004156606,0.00005056359,0.00001152057,0.000005343709,0.0001882614,0.000001987802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873391,0.00281598,0.0004842926,0.0001203036,0.00002402343,0.00007096536,0.007706682,0.00001889264,0.00141975],"genre_scores_gemma":[0.990652,0.001504693,0.0004212334,0.00006496586,0.00003523584,0.00008200348,0.00684079,0.000009754023,0.0003894233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009595711,"threshold_uncertainty_score":0.0199706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2188265599","doi":"10.1017/s1481803500005765","title":"Emergency medicine: A practice prone to error?","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":275,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dartmouth General Hospital; Dalhousie University","funders":"Dalhousie University; China Academy of Engineering Physics; Dartmouth College; Society for Academic Emergency Medicine","keywords":"Overcrowding; Medicine; Health care; Emergency department; Resource (disambiguation); Process (computing); Vulnerability (computing); Medical emergency; Medical education; Nursing; Computer science; Political science","authors":[{"name":"Pat Croskerry","is_ca":true},{"name":"Douglas Sinclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2559117357116493,"gpt":0.5043189805265623,"spread":0.248407244814913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01122903,0.0006624,0.000668782,0.003943468,0.008190536,0.008331424,0.002579503,0.01281698,0.0139487],"category_scores_gemma":[0.08533233,0.0008223104,0.000659225,0.004740349,0.004501839,0.008074004,0.00459951,0.007141944,0.00552761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004001384,"about_ca_system_score_gemma":0.01447921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01481422,"about_ca_topic_score_gemma":0.03236028,"domain_scores_codex":[0.9751501,0.008238997,0.002786401,0.002243935,0.008868475,0.002712024],"domain_scores_gemma":[0.8771785,0.02674023,0.02802182,0.003895441,0.0377831,0.02638098],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005958076,0.0006181743,0.2621931,0.001230712,0.000136949,0.02564559,0.0273936,0.001154446,0.001106662,0.02330456,0.3366036,0.3200168],"study_design_scores_gemma":[0.0002260976,0.0009840452,0.1195557,0.007771009,0.0002870413,0.09460368,0.2204446,0.004947052,0.001454467,0.06477369,0.4843611,0.000591514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1081425,0.01122798,0.01147889,0.8034517,0.01176962,0.0001325577,0.0003381067,0.0004783751,0.05298036],"genre_scores_gemma":[0.7418499,0.02091885,0.02154501,0.1811116,0.0172638,0.0001780996,0.0003991663,0.0006211562,0.01611241],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.988771,"threshold_uncertainty_score":0.05938548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139834614","doi":"10.1136/qshc.2004.012377","title":"Getting teams to talk: development and pilot implementation of a checklist to promote interprofessional communication in the OR","year":2005,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":271,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; The Wilson Centre","funders":"","keywords":"Checklist; Psychological intervention; Workflow; Nursing; Medical education; Medicine; Teamwork; Psychology; Computer science; Management","authors":[{"name":"Lorelei Lingard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1341908949478506,"gpt":0.5330369085817297,"spread":0.3988460136338791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05881341,0.001251392,0.0006429544,0.002634081,0.001925732,0.001361859,0.00385051,0.001655574,0.001799635],"category_scores_gemma":[0.1067464,0.0008670473,0.001419536,0.0009428153,0.001578639,0.002585272,0.003911253,0.001596673,0.0004065828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701265,"about_ca_system_score_gemma":0.01240844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385562,"about_ca_topic_score_gemma":0.003172938,"domain_scores_codex":[0.9618683,0.02670257,0.004980431,0.001085454,0.003465087,0.001898116],"domain_scores_gemma":[0.9038033,0.04808108,0.01109626,0.008050314,0.01905239,0.00991666],"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":[0.002345163,0.01543648,0.06062694,0.01001991,0.0002061612,0.00208019,0.0647184,0.003019004,0.01907136,0.000574433,0.00815478,0.8137472],"study_design_scores_gemma":[0.01236328,0.2250369,0.4329522,0.01582407,0.002069712,0.008333099,0.1211349,0.0194311,0.06532197,0.003026003,0.09259181,0.001914956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532462,0.0006805711,0.08173334,0.001999028,0.0005609902,0.05700083,0.0003177681,0.001631785,0.002829489],"genre_scores_gemma":[0.465336,0.0008226914,0.4887382,0.000964046,0.000209568,0.04254074,0.0004463402,0.0001586718,0.0007836622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05881341,"threshold_uncertainty_score":0.3110387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809789651","doi":"10.1186/s12875-018-0793-7","title":"Patient safety and safety culture in primary health care: a systematic review","year":2018,"lang":"en","type":"review","venue":"BMC Family Practice","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":264,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; Safety culture; Patient safety; Scopus; MEDLINE; Health care; Family medicine; Systematic review; Nursing; Psychological intervention; Economic growth; Political science; Management","authors":[{"name":"Muna Habib AL. Lawati","is_ca":false},{"name":"Sarah Dennis","is_ca":false},{"name":"Stephanie Short","is_ca":false},{"name":"Nadia Noor Abdulhadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1012680746635401,"gpt":0.457645889737072,"spread":0.3563778150735318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01622505,0.001248036,0.007045821,0.01133657,0.001103364,0.003482996,0.002086874,0.002827286,0.004431097],"category_scores_gemma":[0.08513907,0.001186991,0.006413112,0.01502723,0.001163299,0.003574435,0.002112817,0.001664548,0.0002839175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006835178,"about_ca_system_score_gemma":0.02619312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009402947,"about_ca_topic_score_gemma":0.02484906,"domain_scores_codex":[0.9775676,0.0094169,0.007119483,0.001098615,0.004248443,0.0005490579],"domain_scores_gemma":[0.8972818,0.07761186,0.01545836,0.001082567,0.007624446,0.0009410957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001059792,0.0000267805,0.001510797,0.9681925,0.003835867,0.0001250641,0.0005467199,0.00006007075,0.00004686093,0.0001621244,0.001095824,0.02429153],"study_design_scores_gemma":[0.0001623982,0.0002415705,0.00555347,0.9651931,0.01910915,0.0004255198,0.0008083754,0.00005776631,0.00007250405,0.0001725342,0.008177042,0.00002661413],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00184126,0.9964483,0.000119601,0.0004186947,0.0001107317,0.0004926408,0.0002352461,0.000005439106,0.0003280384],"genre_scores_gemma":[0.03441691,0.962339,0.0008456956,0.0008009733,0.0001351171,0.001177283,0.0001947306,0.000003658181,0.00008660838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01622505,"threshold_uncertainty_score":0.08580732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168558682","doi":"10.1001/archinte.166.15.1585","title":"Choosing Your Words Carefully","year":2006,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Specialty; Medicine; Family medicine; Sample (material); Psychology","authors":[{"name":"Thomas H. Gallagher","is_ca":true},{"name":"Jane Garbutt","is_ca":true},{"name":"Amy D. Waterman","is_ca":true},{"name":"David R. Flum","is_ca":true},{"name":"Eric B. Larson","is_ca":true},{"name":"Brian Waterman","is_ca":true},{"name":"W. Claiborne Dunagan","is_ca":true},{"name":"Victoria J. Fraser","is_ca":true},{"name":"Wendy Levinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04930388080740244,"gpt":0.4116932846134415,"spread":0.362389403806039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002017254,0.0010506,0.000868012,0.001347879,0.002602339,0.005191826,0.001302059,0.002878826,0.2875546],"category_scores_gemma":[0.03114751,0.0003370961,0.000657174,0.001336312,0.00192089,0.00640644,0.003109579,0.003537363,0.3391024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036217,"about_ca_system_score_gemma":0.001970302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191293,"about_ca_topic_score_gemma":0.001794142,"domain_scores_codex":[0.9960818,0.001616082,0.0003794174,0.0003377499,0.001234447,0.0003505676],"domain_scores_gemma":[0.9878957,0.003886373,0.0008911263,0.0009252631,0.00456476,0.001836755],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004325505,0.00002379989,0.0003784098,0.0001565517,0.00000516337,0.0003840217,0.0008807421,0.00002977123,0.0004242801,0.002905903,0.9085038,0.08626425],"study_design_scores_gemma":[0.000005797644,0.00001687067,0.0002096558,0.0002096504,0.000002665262,0.0004762041,0.001134726,0.0000409287,0.0001905546,0.001844175,0.9958553,0.00001352012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007926921,0.009817699,0.01869938,0.1458155,0.07789931,0.000704993,0.001783621,0.004981124,0.7323714],"genre_scores_gemma":[0.04523727,0.009416817,0.01162832,0.07458342,0.0155383,0.0005198417,0.00154799,0.002968341,0.8385597],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9979827,"threshold_uncertainty_score":0.9619659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109638675","doi":"10.1093/intqhc/mzp018","title":"Application of patient safety indicators internationally: a pilot study among seven countries","year":2009,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":256,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Canadian Institute for Health Information","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Patient safety; Health care; Harmonization; Documentation; Agency (philosophy); Medical emergency; Family medicine; Environmental health; Economic growth","authors":[{"name":"Saskia E. Drösler","is_ca":false},{"name":"N.S. Klazinga","is_ca":false},{"name":"Patrick S. Romano","is_ca":false},{"name":"Daniel J. Tancredi","is_ca":false},{"name":"Maria A. Gogorcena Aoiz","is_ca":false},{"name":"Moira C. Hewitt","is_ca":false},{"name":"Sarah Scobie","is_ca":false},{"name":"Michael Soop","is_ca":false},{"name":"Eugene Wen","is_ca":true},{"name":"Hude Quan","is_ca":true},{"name":"W. A. Ghali","is_ca":true},{"name":"Soeren Mattke","is_ca":false},{"name":"Ed Kelley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06400443073077848,"gpt":0.4958522938695868,"spread":0.4318478631388084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01461603,0.0007283755,0.000686365,0.002854312,0.001153673,0.001535998,0.0008363724,0.0008802094,0.001346281],"category_scores_gemma":[0.01862971,0.0005190884,0.0009087104,0.004173315,0.001420892,0.001809959,0.002538379,0.001005063,0.0003838366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905177,"about_ca_system_score_gemma":0.002744657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178165,"about_ca_topic_score_gemma":0.01041396,"domain_scores_codex":[0.990484,0.006052827,0.0008405506,0.0007320814,0.0007372928,0.001153275],"domain_scores_gemma":[0.9756933,0.008829974,0.004823978,0.00261292,0.006851555,0.001188152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006002743,0.001537756,0.9662619,0.0002030178,0.0001235158,0.0006384867,0.01141415,0.0005551066,0.0006314198,0.0003216391,0.0004955939,0.0172172],"study_design_scores_gemma":[0.0002472473,0.004066205,0.9453698,0.00009829576,0.0001073977,0.000364836,0.04645937,0.0006260934,0.0006320359,0.0001162191,0.0018741,0.00003831185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980257,0.0000589656,0.0002488788,0.00005806615,0.00000586449,0.0003795067,0.0003849985,0.000004416519,0.0008336512],"genre_scores_gemma":[0.9970594,0.0001155182,0.001149675,0.00009816995,0.000007865353,0.0005534898,0.0008506831,0.000005584678,0.0001595152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461603,"threshold_uncertainty_score":0.07729787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125128403","doi":"10.1093/intqhc/mzu010","title":"Standardization in patient safety: the WHO High 5s project","year":2014,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":238,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health; Alberta Health Services","funders":"U.S. Public Health Service; World Health Organization","keywords":"Standardization; Patient safety; Health care; Process (computing); Business; Process management; Medicine; Operations management; Nursing; Computer science; Economic growth; Engineering","authors":[{"name":"Agnès Leotsakos","is_ca":false},{"name":"Hao Zheng","is_ca":false},{"name":"R Croteau","is_ca":false},{"name":"J. M. Loeb","is_ca":false},{"name":"Heather Sherman","is_ca":false},{"name":"Calvin C. Hoffman","is_ca":true},{"name":"Louise Morganstein","is_ca":false},{"name":"Daniel E. O’Leary","is_ca":false},{"name":"Charles Bruneau","is_ca":false},{"name":"Paul P. Lee","is_ca":false},{"name":"Margaret Duguid","is_ca":false},{"name":"Christian Thomeczek","is_ca":false},{"name":"Erica van der Schrieck-de Loos","is_ca":false},{"name":"Bertrand Munier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08772495059265173,"gpt":0.5294849703194391,"spread":0.4417600197267874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1528063,0.001759637,0.0006907274,0.002561129,0.003758246,0.005777603,0.00448684,0.004957987,0.00992445],"category_scores_gemma":[0.05802991,0.000673897,0.002230038,0.002109569,0.006610453,0.003746451,0.01826178,0.003438904,0.002119252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008323541,"about_ca_system_score_gemma":0.1011012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934354,"about_ca_topic_score_gemma":0.008635115,"domain_scores_codex":[0.8488115,0.1135895,0.004440438,0.003495837,0.02128299,0.008379733],"domain_scores_gemma":[0.9032472,0.02638786,0.007529414,0.0139488,0.02643109,0.02245559],"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":[0.002562521,0.005635997,0.05508533,0.00410252,0.0003966994,0.0006304578,0.01421292,0.007893115,0.003252803,0.1081258,0.2555067,0.5425951],"study_design_scores_gemma":[0.003644915,0.01627246,0.1471053,0.009220532,0.000491177,0.001194782,0.02228032,0.01133726,0.01687437,0.03855564,0.7327131,0.0003100581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2800346,0.006617206,0.1291105,0.3130643,0.003649358,0.02879501,0.01301821,0.003321272,0.2223895],"genre_scores_gemma":[0.6991936,0.002444906,0.1972005,0.0344765,0.0007464962,0.01978925,0.01525202,0.0005225051,0.03037422],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1528063,"threshold_uncertainty_score":0.8081264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1868539500","doi":"10.1111/j.1365-2923.2011.04154.x","title":"Quality improvement in medical education: current state and future directions","year":2011,"lang":"en","type":"review","venue":"Medical Education","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":234,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Patient Safety Institute; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Accreditation; Patient safety; Curriculum; Quality (philosophy); Medical education; Medicine; Action (physics); Psychology; Health care; Pedagogy; Political science","authors":[{"name":"Brian M. Wong","is_ca":true},{"name":"Wendy Levinson","is_ca":true},{"name":"Kaveh G Shojania","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1199944958752971,"gpt":0.5467262867767253,"spread":0.4267317909014282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04903729,0.0009475748,0.002677455,0.002550148,0.002199021,0.008617108,0.002655896,0.0102328,0.01135789],"category_scores_gemma":[0.03593132,0.0005751056,0.001914133,0.005435774,0.007469098,0.01775579,0.005076763,0.01124514,0.001921728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006327845,"about_ca_system_score_gemma":0.02976877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005083504,"about_ca_topic_score_gemma":0.007293761,"domain_scores_codex":[0.986875,0.006582495,0.001743551,0.001073857,0.00256472,0.001160375],"domain_scores_gemma":[0.8824342,0.0847265,0.006576454,0.002333643,0.01740399,0.006525232],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002331215,0.0002376856,0.001163706,0.02661077,0.0001159255,0.00009056587,0.0008207177,0.0004196858,0.0002063122,0.03193146,0.04532328,0.8928468],"study_design_scores_gemma":[0.0001507998,0.0006563089,0.004468626,0.1028028,0.0004099309,0.0004522504,0.00417053,0.001048494,0.0002922807,0.05842358,0.8269851,0.0001391884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000276596,0.9083341,0.0009102226,0.08689311,0.002186442,0.00002033281,0.00002894827,0.00004799867,0.001302221],"genre_scores_gemma":[0.01169026,0.9530161,0.005785518,0.02376742,0.004992206,0.0001304792,0.00008364423,0.00002292217,0.0005114505],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9509627,"threshold_uncertainty_score":0.2593371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965995507","doi":"10.1503/cmaj.1030683","title":"Ottawa Hospital Patient Safety Study: incidence and timing of adverse events in patients admitted to a Canadian teaching hospital","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":231,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Health Canada; Ottawa Public Health","funders":"Institute for Clinical Evaluative Sciences; University of Ottawa","keywords":"Incidence (geometry); Medicine; Adverse effect; Medical emergency; Emergency medicine; Patient safety; Teaching hospital; Pediatrics; Family medicine; Internal medicine; Health care","authors":[{"name":"Alan J. Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01018809941143766,"gpt":0.3057661413424163,"spread":0.2955780419309786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002569259,0.0004086744,0.0007248962,0.002035816,0.001895958,0.001235952,0.001303792,0.0006705959,0.001936419],"category_scores_gemma":[0.01683835,0.0003285203,0.0007787766,0.004772343,0.0007165017,0.0004557503,0.0008307231,0.0007699945,0.0001517439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01577847,"about_ca_system_score_gemma":0.01737745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8408084,"about_ca_topic_score_gemma":0.8518016,"domain_scores_codex":[0.9946144,0.0007538173,0.0007849343,0.0005644264,0.002585228,0.000697163],"domain_scores_gemma":[0.9758506,0.003069284,0.01138308,0.0006702846,0.006194589,0.002832222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003107733,0.00002266538,0.9969069,0.00008329865,0.00008730706,0.00004236364,0.0001582865,0.00005131215,0.00003928001,0.00002677402,0.0008807837,0.001390339],"study_design_scores_gemma":[0.00002468957,0.00004660404,0.9992967,0.00003256504,0.00002435206,0.00003752784,0.0001486347,0.0000818877,0.00001747093,0.000006890452,0.0002745817,0.00000807885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838374,0.001999021,0.0001692752,0.0007495311,0.00004229999,0.0003199209,0.00912714,0.00001928126,0.003736108],"genre_scores_gemma":[0.9960715,0.0004096897,0.0001992119,0.0001866825,0.00002482638,0.00008250558,0.002784658,0.000003826322,0.0002371145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1591916,"threshold_uncertainty_score":0.3202582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163914581","doi":"10.1370/afm.126","title":"A String of Mistakes: The Importance of Cascade Analysis in Describing, Counting, and Preventing Medical Errors","year":2004,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":225,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University College London; Agency for Healthcare Research and Quality; University of Toronto; University of Otago","keywords":"Medicine; Misinformation; Medical record; Family medicine; Set (abstract data type); Computer security; Surgery","authors":[{"name":"Sidney Woolf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3947984430132594,"gpt":0.49238457525447,"spread":0.09758613224121054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02786635,0.0009995484,0.0006990227,0.01053177,0.003050886,0.005085026,0.001939986,0.001397192,0.002677861],"category_scores_gemma":[0.1728546,0.0007680928,0.0009191472,0.003720023,0.003698972,0.01274574,0.005102071,0.001927043,0.0003311463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00322752,"about_ca_system_score_gemma":0.005261888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007746266,"about_ca_topic_score_gemma":0.0105703,"domain_scores_codex":[0.9766368,0.01569359,0.002019789,0.001285301,0.003806841,0.0005576377],"domain_scores_gemma":[0.8305715,0.1262848,0.02296131,0.006530862,0.01199236,0.001659176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001262874,0.000288166,0.398376,0.001882142,0.0003009324,0.002213544,0.1074461,0.005652946,0.002999125,0.0245135,0.007033139,0.4480314],"study_design_scores_gemma":[0.0001737648,0.001431872,0.3503155,0.007457945,0.0009702133,0.009009234,0.1478624,0.19051,0.008490186,0.2528267,0.03003765,0.0009146858],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7012862,0.005762816,0.248529,0.0163807,0.0003807051,0.001962325,0.0008876516,0.00103556,0.02377505],"genre_scores_gemma":[0.8568653,0.001138989,0.1404133,0.0005523828,0.00009279158,0.0003106167,0.0001702533,0.00005459745,0.0004017489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02786635,"threshold_uncertainty_score":0.1473731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122536318","doi":"10.1542/peds.2004-0410","title":"Adverse Events and Preventable Adverse Events in Children","year":2005,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":219,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Services and Policy Research","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Adverse effect; Incidence (geometry); Context (archaeology); Pediatrics; Emergency medicine; Retrospective cohort study; Internal medicine","authors":[{"name":"Donna Woods","is_ca":true},{"name":"Eric J. Thomas","is_ca":false},{"name":"Jane L. Holl","is_ca":true},{"name":"Stuart H. Altman","is_ca":false},{"name":"Troy Brennan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02478454308357805,"gpt":0.3593375805443749,"spread":0.3345530374607969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001221485,0.0001615868,0.0002485467,0.001017618,0.0003337344,0.0003453149,0.0002662468,0.0003147562,0.001948833],"category_scores_gemma":[0.007099668,0.0001060137,0.0003591969,0.001363342,0.0003549107,0.0003439877,0.0004914114,0.0005768451,0.00009558986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007459188,"about_ca_system_score_gemma":0.00133295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009369167,"about_ca_topic_score_gemma":0.01482198,"domain_scores_codex":[0.9980502,0.0006667702,0.0003162319,0.0001950073,0.000607546,0.0001642599],"domain_scores_gemma":[0.9873977,0.001811497,0.009365688,0.0001639063,0.0007557896,0.0005053573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000176637,0.000005260198,0.9965587,0.00007040195,0.00002290315,0.00008341866,0.00008226695,0.00003447658,0.00002583132,0.00002978131,0.0002362457,0.002832988],"study_design_scores_gemma":[0.000002545974,0.0000380693,0.9983062,0.00007612521,0.00001197239,0.0006045295,0.000143986,0.00003824634,0.00003515148,0.00002788697,0.0007135592,0.000001749831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804264,0.01126333,0.0007429147,0.0009149378,0.0000465005,0.000103116,0.003019106,0.00001675671,0.003466906],"genre_scores_gemma":[0.9949046,0.002897179,0.0007317669,0.0001495115,0.00005212471,0.00005635961,0.001043602,0.000002691666,0.0001621903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009369167,"threshold_uncertainty_score":0.01862925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809487627","doi":"10.1097/sla.0000000000002863","title":"First-year Analysis of the Operating Room Black Box Study","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":216,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Distraction; Patient safety; Dissection (medical); Surgery; General surgery; Emergency medicine; Health care","authors":[{"name":"James J. Jung","is_ca":true},{"name":"Peter Jüni","is_ca":true},{"name":"Gerald Lebovic","is_ca":true},{"name":"Teodor Grantcharov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4015464756412963,"gpt":0.4799858439317474,"spread":0.07843936829045112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002324422,0.0004733701,0.0004781792,0.001686196,0.0005561371,0.0008245584,0.0007116215,0.0005884775,0.003155492],"category_scores_gemma":[0.00660439,0.0003930308,0.001262148,0.001381446,0.0002469438,0.0008913072,0.001217306,0.001022674,0.0006529142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006010683,"about_ca_system_score_gemma":0.0007398204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007355231,"about_ca_topic_score_gemma":0.005275708,"domain_scores_codex":[0.9983552,0.0003583706,0.0002006205,0.0003327485,0.0004099232,0.0003430605],"domain_scores_gemma":[0.9909437,0.001156561,0.004788982,0.0007934605,0.001028579,0.001288704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007103,0.00002631348,0.9992402,0.000006006508,0.00004008807,0.00002754461,0.00005367805,0.00002153942,0.00004276597,0.000008372735,0.00007844112,0.0003543395],"study_design_scores_gemma":[0.000004126636,0.0001364231,0.9993407,0.000004630162,0.00001448117,0.00006113001,0.000182866,0.00009782243,0.00002158875,0.000006954894,0.0001255043,0.000003680615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978201,0.0001557998,0.0002110192,0.00002544112,0.000010627,0.00003362496,0.001262755,0.000006228357,0.0004744228],"genre_scores_gemma":[0.9982542,0.00008003209,0.0001307391,0.00002211746,0.00001093085,0.00004318713,0.001182969,0.000005027257,0.0002707805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007355231,"threshold_uncertainty_score":0.01462483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968026351","doi":"10.1016/j.jsr.2010.02.002","title":"The effect of work hours on adverse events and errors in health care","year":2010,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":210,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Overtime; Occupational safety and health; Bivariate analysis; Medicine; Adverse effect; Turnover; Health care; Logistic regression; Poison control; Injury prevention; Human factors and ergonomics; Work (physics); Medical emergency; Emergency medicine; Statistics; Engineering","authors":[{"name":"Danielle Olds","is_ca":false},{"name":"Sean P. Clarke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06565862944510643,"gpt":0.5058819878635247,"spread":0.4402233584184183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00567484,0.0004652512,0.0008560038,0.001340312,0.001168112,0.001515611,0.001181451,0.00130572,0.006010668],"category_scores_gemma":[0.04803734,0.0004497896,0.002639886,0.0009919448,0.0009971819,0.00131746,0.001547339,0.001874206,0.0005855606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047745,"about_ca_system_score_gemma":0.001594441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009352881,"about_ca_topic_score_gemma":0.01134559,"domain_scores_codex":[0.9934314,0.003883182,0.0004728519,0.0004818122,0.001070835,0.0006599351],"domain_scores_gemma":[0.8515542,0.1095514,0.01748423,0.004018122,0.005396905,0.01199501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01098675,0.002030042,0.9621171,0.0001581627,0.001161781,0.0001469282,0.0004675483,0.0006836737,0.0003347937,0.0001346765,0.0004790176,0.02129936],"study_design_scores_gemma":[0.00003811994,0.0008726449,0.9984441,0.00001922661,0.0001044117,0.0000263233,0.0001483208,0.0001387535,0.00003276184,0.00005735528,0.0001097516,0.000008202906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945862,0.00213685,0.0001074226,0.0005040639,0.0000949457,0.00002067832,0.000383563,0.000009886353,0.002156344],"genre_scores_gemma":[0.998471,0.0004263167,0.0001154316,0.00009877176,0.0001284292,0.00001600373,0.0001547742,0.000008889051,0.0005803979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009352881,"threshold_uncertainty_score":0.03001177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2581887526","doi":"10.1016/s1553-7250(07)33128-0","title":"Communication During Patient Hand-Overs","year":2007,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":205,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Patient Safety Institute","funders":"","keywords":"MEDLINE; Computer science; Medicine; Political science","authors":[{"name":"Ahmed Abdellatif","is_ca":false},{"name":"James P. Bagian","is_ca":false},{"name":"Enrique Barajas","is_ca":false},{"name":"Michael R. Cohen","is_ca":false},{"name":"Diane D. Cousins","is_ca":false},{"name":"Charles R. Denham","is_ca":false},{"name":"Kaj Essinger","is_ca":false},{"name":"Giorgi Gegelashvili","is_ca":false},{"name":"Helen Glenister","is_ca":false},{"name":"Carolyn Hoffman","is_ca":true},{"name":"Diana Horvath","is_ca":false},{"name":"Tawfik Khoja","is_ca":false},{"name":"Niek Klazinga","is_ca":false},{"name":"Chien Earn Lee","is_ca":false},{"name":"Tebogo Kgosietsile Letlape","is_ca":false},{"name":"Beth Lilja","is_ca":false},{"name":"Henri R. Manasse","is_ca":false},{"name":"M Rashad Massoud","is_ca":false},{"name":"R. M. Wilson","is_ca":false},{"name":"André C. Medici","is_ca":false},{"name":"Ali Jaffer Mohammad","is_ca":false},{"name":"William B. Munier","is_ca":false},{"name":"Margaret Murphy","is_ca":false},{"name":"Melinda L. Murphy","is_ca":false},{"name":"Zulma Ortiz","is_ca":false},{"name":"Diane C. Pinakiewicz","is_ca":false},{"name":"Didier Pittet","is_ca":false},{"name":"Shmuel Reznikovich","is_ca":false},{"name":"Barbara Rudolph","is_ca":false},{"name":"Susan E. Sheridan","is_ca":false},{"name":"Lui Siu-fai","is_ca":false},{"name":"Ronni P. Solomon","is_ca":false},{"name":"Per G. Svensson","is_ca":false},{"name":"Stuart Whittaker","is_ca":false},{"name":"Robin Youngson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1405176610886051,"gpt":0.4256999347370832,"spread":0.285182273648478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002839407,0.0004239702,0.0003438719,0.0008493192,0.002395591,0.002377596,0.0004877037,0.002156185,0.01577541],"category_scores_gemma":[0.05569846,0.0003072315,0.0004626309,0.0004636436,0.0009545311,0.001716718,0.002374139,0.002199084,0.002768981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259219,"about_ca_system_score_gemma":0.001858439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624025,"about_ca_topic_score_gemma":0.001173814,"domain_scores_codex":[0.9929926,0.004325705,0.0006268772,0.0002325817,0.001054237,0.0007679701],"domain_scores_gemma":[0.9484674,0.03441783,0.008962676,0.001998084,0.003147005,0.003007075],"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":[0.003109389,0.000610462,0.09907118,0.001676104,0.0002304742,0.03558257,0.1201748,0.001088166,0.007861942,0.006662748,0.1056283,0.618304],"study_design_scores_gemma":[0.0004062885,0.003386684,0.2018419,0.008701797,0.0003857338,0.1014128,0.1885588,0.004405781,0.01586376,0.01791067,0.4566133,0.0005125189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7406011,0.01286288,0.01338196,0.03102526,0.005169577,0.0003295129,0.0006106515,0.001212382,0.1948067],"genre_scores_gemma":[0.9828189,0.001899988,0.001695155,0.003937595,0.0007912273,0.0000833217,0.0001149181,0.00008009012,0.008578914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577541,"threshold_uncertainty_score":0.05277401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593680359","doi":"10.3390/admsci7010007","title":"The Impact of Heavy Perceived Nurse Workloads on Patient and Nurse Outcomes","year":2017,"lang":"en","type":"article","venue":"Administrative Sciences","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":201,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Workload; Nursing; Staffing; Job satisfaction; Medicine; Acute care; Psychological intervention; Task (project management); Psychology; Health care; Computer science","authors":[{"name":"Maura MacPhee","is_ca":true},{"name":"V. Susan Dahinten","is_ca":true},{"name":"Farinaz Havaei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1531574464933019,"gpt":0.5284018169538712,"spread":0.3752443704605694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003122943,0.0002685325,0.0002667598,0.0005790835,0.0006513539,0.001078067,0.0002670652,0.0002059261,0.001615174],"category_scores_gemma":[0.01460383,0.0001343449,0.0002914951,0.0003416466,0.0005879701,0.0004640745,0.00108327,0.0007101961,0.000142043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131437,"about_ca_system_score_gemma":0.00199907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008627453,"about_ca_topic_score_gemma":0.01865563,"domain_scores_codex":[0.9973477,0.0009450233,0.0002297026,0.0001609713,0.0008769484,0.000439612],"domain_scores_gemma":[0.9835119,0.005356274,0.006033523,0.0005021531,0.002068785,0.002527434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002030052,0.0002614329,0.9889358,0.00003587211,0.00006498011,0.00005227891,0.0008228066,0.0001298196,0.0002191053,0.00003216227,0.00009643719,0.009146404],"study_design_scores_gemma":[0.000004294749,0.0002496041,0.9987189,0.00001234485,0.00001344603,0.00003654295,0.0006296359,0.0001068303,0.00008060727,0.00002930221,0.0001122851,0.000006268383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990389,0.00008604831,0.0001444365,0.00006313971,0.000005852517,0.00001305081,0.00004948289,0.000002247205,0.0005968717],"genre_scores_gemma":[0.9997354,0.0000342456,0.00007878475,0.00002393009,0.000005285896,0.000007693237,0.00004039611,0.000001041453,0.00007332699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008627453,"threshold_uncertainty_score":0.01715446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064720214","doi":"10.1007/bf03019726","title":"Medication errors in anesthetic practice: a survey of 687 practitioners","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":200,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Canadian Anesthesiologists' Society","keywords":"American society of anesthesiologists; Medicine; Drug packaging; Near miss; Pharmacy; Syringe; Swap (finance); Guideline; Family medicine; Emergency medicine; Medical emergency; Anesthesia; Psychiatry; Forensic engineering","authors":[{"name":"Beverley A. Orser","is_ca":true},{"name":"Robert J. B. Chen","is_ca":true},{"name":"Doreen Yee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04650571027321793,"gpt":0.3479718025423583,"spread":0.3014660922691404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101814,0.0001977052,0.0003331635,0.001552042,0.0008366809,0.0008283408,0.0004294178,0.001267156,0.002109138],"category_scores_gemma":[0.006615067,0.0005659806,0.0002980406,0.002234489,0.0003388552,0.001061706,0.0007896944,0.0008815255,0.0006225476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008607678,"about_ca_system_score_gemma":0.001220164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02755401,"about_ca_topic_score_gemma":0.04615629,"domain_scores_codex":[0.9984067,0.0003343285,0.0003041475,0.0002071824,0.0005349115,0.0002128423],"domain_scores_gemma":[0.9907333,0.001861274,0.004319335,0.0002073182,0.001294081,0.00158471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002773194,0.00009053331,0.9931967,0.00003986546,0.00002285374,0.0001862078,0.002455903,0.00001893693,0.0002365554,0.00001287637,0.0003298519,0.003381923],"study_design_scores_gemma":[0.000004818816,0.0001220218,0.9936873,0.00004233433,0.000009696223,0.0004545318,0.004833234,0.00005856445,0.00002573134,0.000005548947,0.0007503066,0.000005787892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973507,0.0005613404,0.00007471705,0.000420347,0.0000109086,0.00002905577,0.0004875112,0.000005033528,0.001060285],"genre_scores_gemma":[0.9964282,0.001378029,0.0002664739,0.000652404,0.00002475199,0.00004762238,0.0003738997,0.000005132775,0.0008235523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02755401,"threshold_uncertainty_score":0.05478722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1907953963","doi":"10.1111/j.1365-2834.2010.01181.x","title":"The link between leadership and safety outcomes in hospitals","year":2010,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":196,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Health and Long Term Care; Kingston General Hospital; University of Toronto","funders":"","keywords":"Empathy; Patient safety; Nursing; Nursing management; Interactional justice; Safety climate; Quality (philosophy); Work (physics); Psychology; Quality management; Occupational safety and health; Health care; Organizational justice; Medicine; Social psychology; Political science; Organizational commitment; Management system; Management","authors":[{"name":"Mae Squires","is_ca":true},{"name":"Ann E. Tourangeau","is_ca":true},{"name":"Heather K. Spence Laschinger","is_ca":false},{"name":"Diane Doran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1091721695222531,"gpt":0.4358454530109674,"spread":0.3266732834887143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005297287,0.0002008838,0.0002767291,0.0008899926,0.0008636753,0.001291898,0.0003595822,0.0004123847,0.00304459],"category_scores_gemma":[0.03479051,0.0001257285,0.000284589,0.0005852747,0.0008049476,0.0006250935,0.00145521,0.0009573012,0.0002391618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180304,"about_ca_system_score_gemma":0.001820368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999584,"about_ca_topic_score_gemma":0.002741328,"domain_scores_codex":[0.9941431,0.00287784,0.0004075938,0.0002525535,0.001409844,0.000909226],"domain_scores_gemma":[0.9559456,0.01250558,0.01980228,0.0008867045,0.004785814,0.006074091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001567779,0.0003798751,0.9860093,0.00004586645,0.00007384085,0.00005447659,0.0006341217,0.0004361011,0.0001053351,0.0001846867,0.0003216297,0.0115981],"study_design_scores_gemma":[0.00001705623,0.0003861468,0.9975037,0.0000341456,0.00001366352,0.00004651416,0.0007511377,0.0005326733,0.000116975,0.0004078959,0.0001820534,0.000008078179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972743,0.0001964078,0.0005229435,0.000610399,0.00002019844,0.00001851748,0.00004789667,0.000008583093,0.001300737],"genre_scores_gemma":[0.9997709,0.00002326436,0.00007488544,0.00003636489,0.000009291417,0.000006698122,0.00001998506,9.799547e-7,0.00005753105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005297287,"threshold_uncertainty_score":0.02801508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149801930","doi":"10.1136/qshc.2005.014514","title":"Impact of nursing on hospital patient mortality: a focused review and related policy implications","year":2006,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; CINAHL; Nursing; Staffing; MEDLINE; Patient safety; Acute care; Health care; Family medicine; Psychological intervention","authors":[{"name":"Ann E. Tourangeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2618718524053947,"gpt":0.6072344736745148,"spread":0.34536262126912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005983806,0.0008390857,0.00357661,0.006880007,0.0004699646,0.002409011,0.00102255,0.001654548,0.00392941],"category_scores_gemma":[0.02411919,0.0004158401,0.00225559,0.01203791,0.0005910669,0.001935913,0.000848975,0.0008780955,0.0003006619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003502372,"about_ca_system_score_gemma":0.01014342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005386134,"about_ca_topic_score_gemma":0.017596,"domain_scores_codex":[0.9971939,0.001086472,0.0006884122,0.0001965938,0.0007303328,0.000104176],"domain_scores_gemma":[0.9773225,0.01752426,0.002716427,0.000151003,0.002059002,0.000226796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001736819,0.00006047362,0.001204022,0.6414894,0.002118781,0.0002611649,0.0003492376,0.0002547948,0.0003359821,0.001518892,0.008964645,0.3432689],"study_design_scores_gemma":[0.0001270012,0.0003427935,0.0107576,0.8567902,0.01505462,0.001038055,0.001044186,0.0001428514,0.0002821192,0.001406785,0.1129665,0.00004733323],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000224753,0.9990844,0.00001992847,0.0003527789,0.00008881268,0.00001737645,0.00002593767,0.000001292322,0.0001846946],"genre_scores_gemma":[0.001840579,0.9977222,0.00008294962,0.0002161769,0.00005092392,0.00002662573,0.00001279879,4.907965e-7,0.00004717924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006880007,"threshold_uncertainty_score":0.03164572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154968245","doi":"10.1503/cmaj.080869","title":"Medication errors in critical care: risk factors, prevention and disclosure","year":2009,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Foothills Medical Centre; Nexen (Canada); University of Calgary","funders":"","keywords":"Medicine; Thrombolysis; Odds ratio; Internal medicine; Modified Rankin Scale; Reperfusion therapy; Stroke (engine); Cardiology; Anesthesia; Ischemic stroke; Ischemia; Myocardial infarction","authors":[{"name":"Eric Camiré","is_ca":true},{"name":"E Moyen","is_ca":true},{"name":"Henry T. Stelfox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06951436312972487,"gpt":0.4498412032304347,"spread":0.3803268401007098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002659744,0.0001499465,0.0002320408,0.001053278,0.0007821717,0.001087873,0.0003657939,0.0006421709,0.004281679],"category_scores_gemma":[0.02565713,0.0001206703,0.0002300625,0.001669017,0.0004656288,0.0008849444,0.0008752053,0.0007603702,0.0003423404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005923468,"about_ca_system_score_gemma":0.001563274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747047,"about_ca_topic_score_gemma":0.001799951,"domain_scores_codex":[0.9965707,0.001548751,0.0007022406,0.000187223,0.0006618072,0.000329266],"domain_scores_gemma":[0.9648513,0.009665033,0.02103606,0.0005638002,0.002196033,0.001687687],"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":[0.00005092986,0.00008838748,0.9696966,0.0001146917,0.00001825599,0.0004332072,0.0003735535,0.00005436994,0.00004914759,0.0005668064,0.003636036,0.02491796],"study_design_scores_gemma":[0.00003014442,0.0002064678,0.9796459,0.0009673543,0.00004226346,0.003905208,0.002537482,0.001170943,0.0002167304,0.001731968,0.00951705,0.00002839557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9230605,0.01424263,0.001563883,0.03857197,0.0003990362,0.0002123447,0.001254206,0.00004772034,0.02064779],"genre_scores_gemma":[0.9935697,0.00273161,0.0008249822,0.001676502,0.0003791594,0.00005002551,0.0002482722,0.00000527254,0.000514511],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004281679,"threshold_uncertainty_score":0.01432359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771863707","doi":"10.1177/0193945917747416","title":"Safety Culture, Patient Safety, and Quality of Care Outcomes: A Literature Review","year":2017,"lang":"en","type":"review","venue":"Western Journal of Nursing Research","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":189,"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":"","keywords":"Patient safety; Quality (philosophy); Data collection; Safety culture; Psychology; MEDLINE; Medicine; Applied psychology; Health care; Sociology","authors":[{"name":"Seung Eun Lee","is_ca":false},{"name":"Linda D. Scott","is_ca":false},{"name":"V. Susan Dahinten","is_ca":true},{"name":"Catherine Vincent","is_ca":false},{"name":"Karen Dunn Lopez","is_ca":false},{"name":"Chang Gi Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5423746800557676,"gpt":0.662332288053158,"spread":0.1199576079973904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006456102,0.001236113,0.003273776,0.01792933,0.001119809,0.003092062,0.001648879,0.001882812,0.003286333],"category_scores_gemma":[0.02613764,0.0008665725,0.002711783,0.01879118,0.0009055509,0.003207646,0.001799575,0.001496624,0.0003912381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098907,"about_ca_system_score_gemma":0.01397617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006401385,"about_ca_topic_score_gemma":0.01423964,"domain_scores_codex":[0.9954456,0.001343073,0.001547491,0.0003436113,0.001143194,0.0001769301],"domain_scores_gemma":[0.9735805,0.02021616,0.002704239,0.0002838306,0.002852323,0.0003630178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008515541,0.00008381241,0.002304065,0.5838849,0.001663783,0.0003359352,0.001167588,0.0002491706,0.0002635797,0.002322278,0.007882013,0.3997577],"study_design_scores_gemma":[0.00004710232,0.0001965275,0.01270945,0.8596221,0.01077097,0.001543051,0.002116206,0.0001821636,0.0002768333,0.002144699,0.1103208,0.00006996946],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004582634,0.9986008,0.00009220198,0.0003445923,0.00007293067,0.00003681341,0.000048171,0.000003288251,0.0003430775],"genre_scores_gemma":[0.003301936,0.995976,0.0003240868,0.0001927058,0.00005627022,0.0000613933,0.00003935096,0.000001277784,0.00004697286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01792933,"threshold_uncertainty_score":0.03414357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325482153","doi":"10.1097/00001786-200604000-00007","title":"Structural Empowerment, Magnet Hospital Characteristics, and Patient Safety Culture","year":2006,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":188,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Patient safety; Organizational culture; Nursing; Empowerment; Quality (philosophy); Work (physics); Safety culture; Work environment; Exploratory research; Quality management; Medicine; Psychology; Job satisfaction; Operations management; Health care; Public relations; Management; Sociology; Management system; Social psychology; Engineering; Political science","authors":[{"name":"Kevin J. Armstrong","is_ca":true},{"name":"Heather K. Spence Laschinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03831555065145275,"gpt":0.4247892079550464,"spread":0.3864736573035937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002332002,0.0001067453,0.0001044579,0.0006049005,0.001078841,0.001450686,0.0002619065,0.0003142878,0.006281729],"category_scores_gemma":[0.01343419,0.00008890476,0.0001720468,0.0003550986,0.001501253,0.0008395127,0.001643919,0.0005679969,0.0002292419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251374,"about_ca_system_score_gemma":0.00214163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397644,"about_ca_topic_score_gemma":0.005185694,"domain_scores_codex":[0.9980133,0.001005879,0.00008631813,0.00007644328,0.0002800981,0.000537944],"domain_scores_gemma":[0.9866624,0.003067533,0.004962151,0.0003746984,0.0007062694,0.004226957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002848067,0.0004974143,0.9696829,0.00002612401,0.00003197055,0.0001170102,0.004679477,0.0001827903,0.0003145112,0.002972051,0.0009668327,0.02024416],"study_design_scores_gemma":[0.00004171201,0.0005156706,0.9781991,0.00004459733,0.00001610239,0.0002901112,0.01584375,0.0003116261,0.000196464,0.001725256,0.002798346,0.00001726821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939559,0.00005375157,0.0001597115,0.001232914,0.00001241301,0.000009110074,0.00002069282,0.00000330144,0.0045521],"genre_scores_gemma":[0.9996358,0.00001564807,0.00004494295,0.00006360916,0.000007269588,0.000004369728,0.000008699495,0.000001008468,0.0002186764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006281729,"threshold_uncertainty_score":0.02101451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061232394","doi":"10.1007/s001340000751","title":"Human errors in a multidisciplinary intensive care unit: a 1-year prospective study","year":2000,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":186,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Intensive care unit; Anesthesiology; Emergency medicine; Prospective cohort study; Observational study; Workload; Incidence (geometry); Intensive care medicine; Intensive care; Multidisciplinary approach; Surgery; Internal medicine; Anesthesia","authors":[{"name":"David Bracco","is_ca":false},{"name":"Jean-Baptiste Favre","is_ca":false},{"name":"Bruno Bissonnette","is_ca":true},{"name":"Jean‐Blaise Wasserfallen","is_ca":false},{"name":"Jean‐Pierre Revelly","is_ca":false},{"name":"P. Ravussin","is_ca":false},{"name":"René Chiolero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07990528791410777,"gpt":0.4492546332306914,"spread":0.3693493453165836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00278747,0.001312408,0.001095705,0.002883437,0.005134803,0.002566859,0.001297122,0.00285912,0.002081938],"category_scores_gemma":[0.006027557,0.002043286,0.001786704,0.002387138,0.001652383,0.003628334,0.002975917,0.003792124,0.001000437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945254,"about_ca_system_score_gemma":0.0024076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875017,"about_ca_topic_score_gemma":0.03322608,"domain_scores_codex":[0.9970402,0.0009270844,0.0003132502,0.0006532369,0.0003792201,0.0006869005],"domain_scores_gemma":[0.9912322,0.001178197,0.003118468,0.0007129459,0.001401467,0.002356782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005231732,0.001569192,0.9953098,0.00001606871,0.00008127168,0.0003711203,0.00117923,0.0000281489,0.0001838489,0.00001406964,0.00008714008,0.0006369383],"study_design_scores_gemma":[0.00007934457,0.003580968,0.9903311,0.00002115751,0.00009103921,0.0005739994,0.004886129,0.0001251831,0.0000800754,0.00002091942,0.0001699452,0.00004009328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994653,0.0001086087,0.00004635457,0.00003889433,0.000007615994,0.00004292665,0.0001045495,0.000002352313,0.0001833763],"genre_scores_gemma":[0.9987393,0.0001975843,0.0001183867,0.0001545639,0.0000240742,0.00007589208,0.0003317243,0.000004660494,0.0003537997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875017,"threshold_uncertainty_score":0.05716568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167039238","doi":"10.1136/bmjqs-2011-000299","title":"Identifying, understanding and overcoming barriers to medication error reporting in hospitals: a focus group study","year":2012,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"College of Pharmacy, Dalhousie University; Canadian Institutes of Health Research; Dalhousie University","keywords":"Shuttle Radar Topography Mission; Multilinear map; Medicine; Nuclear medicine; Artificial intelligence; Computer science; Mathematics; Pathology","authors":[{"name":"Nicole R. Hartnell","is_ca":true},{"name":"Neil J. MacKinnon","is_ca":false},{"name":"Ingrid Sketris","is_ca":true},{"name":"Mark T. Fleming","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2876547666847013,"gpt":0.5335125426743548,"spread":0.2458577759896535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01529304,0.0006314603,0.0007399491,0.001592072,0.006648521,0.001605964,0.001734892,0.002407906,0.003340629],"category_scores_gemma":[0.01811946,0.0009113459,0.0004051001,0.001084137,0.002975116,0.002355771,0.003780157,0.001814849,0.0005105272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005734087,"about_ca_system_score_gemma":0.009081071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419406,"about_ca_topic_score_gemma":0.03145232,"domain_scores_codex":[0.9936736,0.003688284,0.0002987371,0.0003089811,0.0005082561,0.00152216],"domain_scores_gemma":[0.9751672,0.01696725,0.001924237,0.0004886654,0.003088658,0.002364006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001580532,0.00100172,0.01932916,0.0003525054,0.000008960488,0.0006500723,0.965993,0.00003593988,0.002534964,0.0001249444,0.0004557089,0.009354985],"study_design_scores_gemma":[0.00006432529,0.001469936,0.02344514,0.0002738024,0.0000218858,0.0002680312,0.9706478,0.00009059293,0.0009979989,0.000109856,0.002577687,0.00003288771],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984472,0.0001061257,0.0003334078,0.0003868442,0.000007981046,0.0002863996,0.00003451205,0.000005436578,0.000392085],"genre_scores_gemma":[0.9943257,0.0005190905,0.001480544,0.001056645,0.00002425677,0.001025836,0.00005844301,0.000009464959,0.00149997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02419406,"threshold_uncertainty_score":0.08087826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974950921","doi":"10.3109/10903127.2011.621045","title":"Patient Safety in Emergency Medical Services: A Systematic Review of the Literature","year":2012,"lang":"en","type":"review","venue":"Prehospital Emergency Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":180,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto; Barrie Urology Group; Health Sciences Centre","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Patient safety; Systematic review; Observational study; Psychological intervention; Cohen's kappa; Medical emergency; Health care; Family medicine; Emergency medical services; Emergency medicine; Nursing","authors":[{"name":"Blair L. Bigham","is_ca":true},{"name":"Jason E. Buick","is_ca":true},{"name":"Steven C. Brooks","is_ca":true},{"name":"Merideth Morrison","is_ca":true},{"name":"Kaveh G Shojania","is_ca":true},{"name":"Laurie J. Morrison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03424643400803792,"gpt":0.4013920400560366,"spread":0.3671456060479987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02037086,0.001655738,0.007606503,0.02086788,0.001061787,0.002947361,0.002345271,0.002283971,0.003670602],"category_scores_gemma":[0.08595412,0.001260758,0.006041904,0.02213592,0.001337341,0.003694711,0.002165576,0.001337043,0.0003166799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007738449,"about_ca_system_score_gemma":0.02984556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009013586,"about_ca_topic_score_gemma":0.02387952,"domain_scores_codex":[0.9727277,0.009567603,0.01094752,0.001274491,0.004946277,0.0005363979],"domain_scores_gemma":[0.9138811,0.05768892,0.01680424,0.0009647855,0.009839451,0.0008215435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009717892,0.00001594154,0.0008543092,0.9661046,0.002620789,0.0001567369,0.0005228372,0.0000690611,0.00006840607,0.0001434722,0.00138632,0.02796027],"study_design_scores_gemma":[0.0001382051,0.0001492667,0.003481543,0.9688736,0.01548881,0.0004055506,0.000701128,0.00005709417,0.00009240109,0.0001527892,0.01043395,0.00002559224],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001917454,0.9956727,0.0001975947,0.0004723424,0.0001528279,0.0007289162,0.0004247566,0.000008866034,0.0004246552],"genre_scores_gemma":[0.02346735,0.9722275,0.00135538,0.0007953555,0.0001359783,0.001580698,0.0003204597,0.000006350223,0.0001109929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02086788,"threshold_uncertainty_score":0.1077327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028542552","doi":"10.1111/j.1741-6787.2009.00151.x","title":"Work Interruptions and Their Contribution to Medication Administration Errors: An Evidence Review","year":2009,"lang":"en","type":"review","venue":"Worldviews on Evidence-Based Nursing","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"PsycINFO; MEDLINE; Work (physics); Medicine; Meta-analysis","authors":[{"name":"Alain Biron","is_ca":true},{"name":"Carmen G. Loiselle","is_ca":true},{"name":"Mélanie Lavoie‐Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2920053450185707,"gpt":0.5303327300428095,"spread":0.2383273850242387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01588603,0.001522311,0.005594781,0.01654113,0.0008140334,0.003766947,0.002737901,0.003506549,0.003142325],"category_scores_gemma":[0.08156372,0.001725118,0.006759134,0.01463407,0.0009647843,0.003700349,0.001722964,0.00183509,0.0004151021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003711027,"about_ca_system_score_gemma":0.01160934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007728822,"about_ca_topic_score_gemma":0.01722462,"domain_scores_codex":[0.9823407,0.005599338,0.007081349,0.0009685899,0.003682453,0.0003275096],"domain_scores_gemma":[0.8731782,0.09452944,0.02274273,0.0007840837,0.008101565,0.0006639808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003362356,0.0000664704,0.005399433,0.8381894,0.005665029,0.0002298496,0.0004107612,0.0001417298,0.0001144731,0.0002368266,0.001684495,0.1475253],"study_design_scores_gemma":[0.0001486894,0.0003401057,0.01719714,0.9338675,0.03024135,0.0009381261,0.0007735186,0.0001291008,0.0001710092,0.000253104,0.01589171,0.00004879203],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007080593,0.9987164,0.00005512526,0.000205988,0.00006916216,0.00006623522,0.0000535556,0.000002275168,0.000123336],"genre_scores_gemma":[0.008247104,0.9908445,0.0003966951,0.0001745081,0.00008783318,0.0001571283,0.00005647869,0.000001611439,0.0000340647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01654113,"threshold_uncertainty_score":0.08401442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2255918991","doi":"10.1136/bmjqs-2015-004828","title":"The Irish National Adverse Events Study (INAES): the frequency and nature of adverse events in Irish hospitals—a retrospective record review study","year":2016,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":174,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Health Service Executive","keywords":"Irish; Medicine; Adverse effect; Retrospective cohort study; Patient safety; Medical emergency; Family medicine; Emergency medicine; Health care; Surgery; Internal medicine; Law","authors":[{"name":"Natasha Rafter","is_ca":false},{"name":"Anne Hickey","is_ca":false},{"name":"Ronán Conroy","is_ca":false},{"name":"Sarah Condell","is_ca":false},{"name":"Paul O’Connor","is_ca":false},{"name":"David Vaughan","is_ca":false},{"name":"Gillian Walsh","is_ca":false},{"name":"David Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0683244794303458,"gpt":0.4723912751020798,"spread":0.404066795671734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01341263,0.000479758,0.001195193,0.004969747,0.0005498674,0.001436338,0.001237642,0.0005456679,0.001691277],"category_scores_gemma":[0.02054604,0.0006387682,0.00136034,0.006179736,0.0007928174,0.001324738,0.001659499,0.00066314,0.0005357813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282242,"about_ca_system_score_gemma":0.003705237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641479,"about_ca_topic_score_gemma":0.01890137,"domain_scores_codex":[0.9811141,0.006058226,0.005882385,0.002080237,0.003888336,0.0009766056],"domain_scores_gemma":[0.9509909,0.007428248,0.02960349,0.00257564,0.007945196,0.001456535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002863792,0.00004777085,0.9928804,0.0006706797,0.0002103548,0.0001500646,0.0004013579,0.00005325484,0.0001094384,0.00004105603,0.001202833,0.003946536],"study_design_scores_gemma":[0.00003714835,0.0002523721,0.9956209,0.0004232266,0.0001061138,0.0004613498,0.0008745047,0.0001139939,0.000104833,0.0000159575,0.001974315,0.00001523814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690221,0.00668849,0.001271362,0.000432731,0.00007412607,0.00195541,0.01723941,0.00003124214,0.003285075],"genre_scores_gemma":[0.9776504,0.003302623,0.001582238,0.0005187072,0.0001222675,0.00259969,0.01359968,0.00002366433,0.0006007221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641479,"threshold_uncertainty_score":0.07093364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1580859656","doi":"10.1111/j.1466-7657.2011.00882.x","title":"Patient safety: nursing students' perspectives and the role of nursing education to provide safe care","year":2011,"lang":"en","type":"article","venue":"International Nursing Review","topic":"Patient Safety and Medication Errors","field":"Health Professions","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 Alberta","funders":"Tehran University of Medical Sciences and Health Services; European Commission; University of Oxford","keywords":"Nursing; Patient safety; Curriculum; Nurse education; Medicine; Health care; Psychology; Medical education; Pedagogy","authors":[{"name":"Mojtaba Vaismoradi","is_ca":false},{"name":"Mahvash Salsali","is_ca":false},{"name":"Patrícia Marck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04581261772653553,"gpt":0.4589521995049309,"spread":0.4131395817783954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004786973,0.0001685404,0.0002533104,0.0004654916,0.001903113,0.003142657,0.0004145075,0.00154612,0.002248741],"category_scores_gemma":[0.00831189,0.0001026653,0.0002245818,0.000424477,0.001734917,0.00152801,0.001982775,0.002197973,0.0002816662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401503,"about_ca_system_score_gemma":0.004012888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002095997,"about_ca_topic_score_gemma":0.003498091,"domain_scores_codex":[0.9963021,0.002187873,0.0001468701,0.0001029441,0.0007881687,0.0004719616],"domain_scores_gemma":[0.9937605,0.002677132,0.0007844991,0.00008796297,0.001399153,0.001290638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001926888,0.0006259901,0.09271044,0.001224512,0.00005464892,0.001841202,0.7147672,0.0002812148,0.001494021,0.007891807,0.01438014,0.1645361],"study_design_scores_gemma":[0.00002943482,0.000633698,0.0413546,0.001314277,0.00004771587,0.002121219,0.8535985,0.000270006,0.0009364337,0.001569344,0.09807201,0.00005268832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939602,0.007801383,0.0008553202,0.02880047,0.0005099528,0.00003524508,0.00003428015,0.00001213621,0.02234922],"genre_scores_gemma":[0.9932194,0.002849321,0.0001631755,0.001976834,0.00006479218,0.00001722454,0.00001174378,0.000003445598,0.00169408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004786973,"threshold_uncertainty_score":0.02531624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}