{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":13,"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":"e0639c42ed85","filters":{"venue":"Drug Healthcare and Patient Safety"}},"results":[{"id":"W3186565642","doi":"10.2147/dhps.s311926","title":"Rational Drug Use Evaluation Based on World Health Organization Core Drug Use Indicators in Ethiopia: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Drug Healthcare and Patient Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Drug; Alternative medicine; Intensive care medicine; Management science; Pharmacology; Pathology","authors":[{"name":"Birye Dessalegn Mekonnen","is_ca":false},{"name":"Mekuanent Zemene Ayalew","is_ca":false},{"name":"Asnakew Asres Tegegn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05293423208690325,"gpt":0.3358794089178483,"spread":0.2829451768309451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02054709,0.00129546,0.007853433,0.01742745,0.0007878352,0.00297129,0.001706727,0.001235341,0.001926018],"category_scores_gemma":[0.05539498,0.0008781905,0.007851282,0.01499231,0.0009016963,0.002439582,0.001509817,0.001023812,0.0001063752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007174531,"about_ca_system_score_gemma":0.02189161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387594,"about_ca_topic_score_gemma":0.03137663,"domain_scores_codex":[0.9816511,0.006004389,0.007494154,0.0008612029,0.003598321,0.0003907848],"domain_scores_gemma":[0.9468728,0.0364548,0.01065674,0.0005985954,0.004929007,0.0004881944],"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":[0.0002960874,0.00003746182,0.003804784,0.9292819,0.009022055,0.0001163965,0.0003278173,0.0001944149,0.0001111973,0.0002611704,0.0008950291,0.05565168],"study_design_scores_gemma":[0.0004123508,0.0003518693,0.0147965,0.8955147,0.07410359,0.000388162,0.0008305592,0.000269936,0.0003772077,0.0003360365,0.01255157,0.00006745299],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003084362,0.9946791,0.0002276057,0.0002921832,0.00007738275,0.0006948509,0.0006191444,0.000008462957,0.0003170116],"genre_scores_gemma":[0.05034592,0.9455833,0.001817974,0.0004094609,0.00006987589,0.001239207,0.000456575,0.000006171982,0.00007162961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02054709,"threshold_uncertainty_score":0.1086647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044515527","doi":"10.2147/dhps.s4334","title":"Prevention of NSAID-related upper gastrointestinal toxicity: a meta-analysis of traditional NSAIDs with gastroprotection and COX-2 inhibitors","year":2009,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Misoprostol; Medicine; Adverse effect; Internal medicine; Toxicity; Gastroenterology; Proton-pump inhibitor; Pharmacology; Pregnancy","authors":[{"name":"Alaa Rostom","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02728485011820238,"gpt":0.2634197642044392,"spread":0.2361349140862368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01319095,0.002397936,0.01439452,0.004548626,0.0005224324,0.002534538,0.001804324,0.002026596,0.00323658],"category_scores_gemma":[0.02365773,0.001349833,0.04344876,0.004947474,0.0006047108,0.00133235,0.001147447,0.00172356,0.0002403849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622618,"about_ca_system_score_gemma":0.001858641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004709239,"about_ca_topic_score_gemma":0.008601561,"domain_scores_codex":[0.9884426,0.006740618,0.002455769,0.001146612,0.0009239971,0.0002903626],"domain_scores_gemma":[0.9809442,0.013522,0.003392067,0.0006781352,0.001123679,0.0003400052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005583688,0.00003606267,0.006622676,0.09036139,0.8911301,0.0001133332,0.00003604111,0.0004718897,0.0002211031,0.00007040422,0.0002227913,0.005130459],"study_design_scores_gemma":[0.0009292398,0.0002972842,0.004371701,0.003587781,0.98989,0.00006410829,0.00001776597,0.0001491834,0.00007714675,0.00008731565,0.0005183279,0.00001015645],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01595684,0.98212,0.0005415204,0.0002174029,0.0002025176,0.000179213,0.0004245277,0.00002006868,0.0003378918],"genre_scores_gemma":[0.5027195,0.4914258,0.002422148,0.001036369,0.0004860928,0.0005199587,0.0009563627,0.00003930128,0.0003944285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01439452,"threshold_uncertainty_score":0.06976128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807383764","doi":"10.2147/dhps.s158592","title":"Therapeutic potential of medicinal marijuana: an educational primer for health care professionals","year":2018,"lang":"en","type":"review","venue":"Drug Healthcare and Patient Safety","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Medicine; Legalization; Cannabis; Alternative medicine; Legislation; Authorization; Health care; Prior authorization; Family medicine; Nursing; Psychiatry","authors":[{"name":"Yara Mouhamed","is_ca":true},{"name":"Andrey E. Vishnyakov","is_ca":true},{"name":"Bessi Qorri","is_ca":true},{"name":"Manpreet Sambi","is_ca":true},{"name":"S.M. Signy Frank","is_ca":true},{"name":"Catherine Nowierski","is_ca":true},{"name":"Anmol Lamba","is_ca":true},{"name":"Umrao Bhatti","is_ca":true},{"name":"Myron R. Szewczuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05105312186082393,"gpt":0.4446659687613236,"spread":0.3936128469004996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008788645,0.0006925242,0.001225235,0.002639204,0.002286142,0.004487503,0.001250113,0.006288114,0.006578881],"category_scores_gemma":[0.02041626,0.0005179617,0.001019573,0.001644826,0.004174183,0.008109103,0.003143879,0.01409596,0.001836003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005262899,"about_ca_system_score_gemma":0.01796253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544315,"about_ca_topic_score_gemma":0.03684785,"domain_scores_codex":[0.9966878,0.001665448,0.0003357075,0.0001367859,0.0009270931,0.0002472188],"domain_scores_gemma":[0.9813243,0.01317985,0.0007100831,0.000289444,0.003502565,0.0009938281],"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":[0.0001286454,0.0002822556,0.001018041,0.01599458,0.0000544453,0.001063227,0.008589359,0.0002742941,0.001277924,0.0622407,0.4060643,0.5030122],"study_design_scores_gemma":[0.00002575097,0.00009525957,0.0007522036,0.01991336,0.00003630109,0.0009770347,0.00316843,0.0001047186,0.0001744574,0.01761417,0.9570971,0.00004120547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.000747045,0.4863787,0.00316487,0.4887032,0.009966791,0.000116399,0.0001049694,0.00005935603,0.01075855],"genre_scores_gemma":[0.01454681,0.7587047,0.01637573,0.1851807,0.01698569,0.0003479361,0.0001817651,0.00003599325,0.007640658],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01544315,"threshold_uncertainty_score":0.04647934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120791027","doi":"10.2147/dhps.s64359","title":"Validating administrative data for the detection of adverse events in older hospitalized patients","year":2014,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Adverse effect; Emergency medicine; Geriatrics; Health care; Intensive care medicine; Pediatrics; Internal medicine; Psychiatry","authors":[{"name":"Stacy Ackroyd‐Stolarz","is_ca":true},{"name":"Susan K. Bowles","is_ca":true},{"name":"Lorri Giffin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06992110630194026,"gpt":0.4047632550055913,"spread":0.3348421487036511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03147036,0.0004861389,0.000773144,0.004027796,0.0008404179,0.001774629,0.001601432,0.0008127054,0.0005733007],"category_scores_gemma":[0.1303617,0.0004293376,0.0009100226,0.003388468,0.0009405046,0.001016338,0.001745611,0.0007438662,0.000319063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222951,"about_ca_system_score_gemma":0.00362959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01748399,"about_ca_topic_score_gemma":0.01659344,"domain_scores_codex":[0.9637316,0.01613261,0.009292657,0.001659793,0.008157077,0.001026278],"domain_scores_gemma":[0.7755298,0.07762778,0.08841835,0.01665154,0.03887568,0.002896927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005336757,0.00003864491,0.9963362,0.00006516619,0.00004163503,0.00002144376,0.0002168719,0.00008790253,0.0001353945,0.00002108858,0.0002014803,0.002780835],"study_design_scores_gemma":[0.00001765795,0.0002169598,0.9964077,0.0001468799,0.00004636342,0.0001717047,0.00044224,0.001079429,0.0005893382,0.00002698228,0.0008440122,0.00001063702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886618,0.0008414481,0.002291125,0.0003109961,0.00006747927,0.0007859707,0.004869218,0.00005989357,0.002112072],"genre_scores_gemma":[0.991137,0.0003161187,0.00371194,0.0001546157,0.00005288553,0.0003756887,0.004161518,0.000007733434,0.00008249823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03147036,"threshold_uncertainty_score":0.1664332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997492302","doi":"10.2147/dhps.s33288","title":"The economic burden of patient safety targets in acute care: a systematic review","year":2012,"lang":"en","type":"review","venue":"Drug Healthcare and Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; Centre for Advancing Health Outcomes","funders":"Canadian Patient Safety Institute","keywords":"Activity-based costing; Medicine; Patient safety; Economic cost; Economic evaluation; Cost–benefit analysis; Quality-adjusted life year; Medical emergency; Health care; Cost effectiveness; Business; Risk analysis (engineering); Economics; Accounting; Economic growth; Pathology","authors":[{"name":"Nicole Mittmann","is_ca":true},{"name":"Koo","is_ca":false},{"name":"Daneman","is_ca":false},{"name":"McDonald","is_ca":true},{"name":"B I Baker","is_ca":true},{"name":"Anne Matlow","is_ca":true},{"name":"Murray Krahn","is_ca":true},{"name":"Etchells","is_ca":true},{"name":"Shojania","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04912472514617091,"gpt":0.3986286303059595,"spread":0.3495039051597886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05083143,0.001883962,0.01059069,0.0229027,0.0009109862,0.00542794,0.002364832,0.002456129,0.002849836],"category_scores_gemma":[0.2216472,0.001641992,0.009841182,0.01831792,0.001802824,0.0039249,0.002088381,0.002037431,0.0001853929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009239173,"about_ca_system_score_gemma":0.01709297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007276246,"about_ca_topic_score_gemma":0.01675439,"domain_scores_codex":[0.9289008,0.03522533,0.0215454,0.00219909,0.01131467,0.0008146593],"domain_scores_gemma":[0.6809922,0.2616127,0.04232702,0.002467247,0.01177499,0.0008258926],"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":[0.0003128532,0.00002213382,0.003043674,0.933332,0.026865,0.0001185282,0.0001929106,0.0002730108,0.00005711195,0.0007224652,0.0014454,0.03361492],"study_design_scores_gemma":[0.000425959,0.0001908625,0.008500916,0.8830324,0.09736361,0.0004236282,0.0002840775,0.0003170514,0.0001643796,0.001329324,0.007920865,0.00004686959],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001952474,0.9955337,0.0004041655,0.000759751,0.0001489249,0.0003949267,0.0004045354,0.000007552338,0.0003939734],"genre_scores_gemma":[0.0705046,0.9229412,0.002695213,0.001250286,0.0003561448,0.00177744,0.0003710875,0.00001275877,0.00009121397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05083143,"threshold_uncertainty_score":0.2688255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799953939","doi":"10.2147/dhps.s133286","title":"Evaluating cardiac risk: exposure response analysis in early clinical drug development","year":2018,"lang":"en","type":"review","venue":"Drug Healthcare and Patient Safety","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Celerion (Canada)","funders":"","keywords":"Proarrhythmia; Medicine; Drug development; Guideline; Intensive care medicine; Risk analysis (engineering); Drug; Clinical trial; Harmonization; Pharmacology; Internal medicine","authors":[{"name":"Julie Grenier","is_ca":true},{"name":"Sabina Paglialunga","is_ca":false},{"name":"Bruce H. Morimoto","is_ca":false},{"name":"Robert M. Lester","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07431880290918758,"gpt":0.424526496767098,"spread":0.3502076938579105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01136553,0.001172845,0.002498661,0.002812698,0.0002103433,0.002358593,0.001316895,0.001729796,0.002993408],"category_scores_gemma":[0.01659438,0.0003956138,0.002201592,0.001949403,0.0007316383,0.001653287,0.0008960663,0.002159505,0.0008968465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009446713,"about_ca_system_score_gemma":0.003056129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754665,"about_ca_topic_score_gemma":0.003148865,"domain_scores_codex":[0.9942641,0.003251901,0.0006647648,0.0003989998,0.001341146,0.00007907256],"domain_scores_gemma":[0.9805207,0.01616634,0.001425218,0.0002965016,0.00148403,0.0001071737],"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":[0.0001485642,0.0001255342,0.001814957,0.04616011,0.0007346153,0.0001955361,0.0001791775,0.001930502,0.001068768,0.0100789,0.007104647,0.9304586],"study_design_scores_gemma":[0.0001591957,0.001779629,0.009686515,0.08005722,0.003918825,0.003971126,0.0006653141,0.005511175,0.005082719,0.02999157,0.8589299,0.0002467781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006635374,0.9903939,0.004804002,0.001085006,0.0002065678,0.0001023424,0.000109118,0.00002597327,0.002609433],"genre_scores_gemma":[0.01048216,0.9786971,0.008760069,0.0008285918,0.0003180897,0.0001219057,0.00010715,0.0000124213,0.0006724706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01136553,"threshold_uncertainty_score":0.06010741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1514986028","doi":"10.2147/dhps.s91046","title":"The effectiveness and limitations of regulatory warnings for the safe prescribing of citalopram","year":2015,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Citalopram; Medical prescription; Medicine; Population; Antidepressant; Emergency medicine; Drug; Pharmacology; Long QT syndrome; Confidence interval; QT interval; Internal medicine; Environmental health","authors":[{"name":"Shawn Bugden","is_ca":true},{"name":"Kevin J. Friesen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1847378956877929,"gpt":0.41677435711872,"spread":0.2320364614309272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1665071,0.0004771158,0.0008031463,0.001731673,0.001450417,0.00577645,0.002904757,0.003058196,0.003558405],"category_scores_gemma":[0.6034912,0.0006562049,0.002090819,0.00180879,0.004231003,0.005357993,0.002001879,0.004322565,0.0003162979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008563284,"about_ca_system_score_gemma":0.01259326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0301442,"about_ca_topic_score_gemma":0.01785769,"domain_scores_codex":[0.854317,0.0917278,0.008673696,0.004838191,0.0384849,0.001958394],"domain_scores_gemma":[0.1895043,0.6253974,0.1340165,0.0161723,0.03254174,0.002367774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008033725,0.00188352,0.6102828,0.003042307,0.001603385,0.0004429499,0.01274359,0.01090008,0.002059662,0.03768635,0.007692939,0.3036287],"study_design_scores_gemma":[0.000608747,0.003635877,0.9261076,0.003708854,0.001379779,0.0004069341,0.005291787,0.02449974,0.002353881,0.01168631,0.02004633,0.0002741083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888213,0.010373,0.01218036,0.03362855,0.0007675352,0.00094578,0.001089457,0.0001351387,0.05266712],"genre_scores_gemma":[0.9917926,0.0009280965,0.004453404,0.001839566,0.0002820897,0.0001612684,0.0001235647,0.00001948665,0.0003998414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665071,"threshold_uncertainty_score":0.8805844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083607165","doi":"10.2147/dhps.s256455","title":"&lt;p&gt;Meeting Regulatory Requirements for Drugs with a Narrow Therapeutic Index: Bioequivalence Studies of Generic Once-Daily Tacrolimus&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bioequivalence; Tacrolimus; Medicine; Therapeutic index; Pharmacology; Intensive care medicine; Drug; Transplantation; Pharmacokinetics; Internal medicine","authors":[{"name":"Kaja Gantar","is_ca":false},{"name":"Katja Škerget","is_ca":false},{"name":"Ilya Mochkin","is_ca":false},{"name":"Aleksander Bajc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06781758079628761,"gpt":0.3287300441799393,"spread":0.2609124633836517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06757715,0.000541481,0.0009799168,0.0009890029,0.001286107,0.004031346,0.001493508,0.00463762,0.005330145],"category_scores_gemma":[0.05408977,0.0004219333,0.001251528,0.001214382,0.002630667,0.002185776,0.001252745,0.002996851,0.001513982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798291,"about_ca_system_score_gemma":0.008428661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003933895,"about_ca_topic_score_gemma":0.005140769,"domain_scores_codex":[0.9484754,0.03499486,0.003305754,0.001372451,0.01110719,0.0007443432],"domain_scores_gemma":[0.9757192,0.01021514,0.005035367,0.002593471,0.005673243,0.0007635501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.007837706,0.001576383,0.005487696,0.00519801,0.0002995139,0.001178454,0.002183917,0.003645477,0.1003545,0.05363811,0.04861404,0.7699862],"study_design_scores_gemma":[0.002480224,0.01451095,0.03281173,0.004199098,0.0007134658,0.004687377,0.0007776036,0.009964192,0.1806979,0.01921166,0.729647,0.0002988062],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2260455,0.0705684,0.343139,0.03914759,0.002633494,0.02240752,0.005666993,0.001687333,0.2887042],"genre_scores_gemma":[0.7259149,0.01794676,0.2045714,0.01839928,0.001021073,0.007450148,0.002778173,0.0006583918,0.02125993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06757715,"threshold_uncertainty_score":0.3573864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406125127","doi":"10.2147/dhps.s492887","title":"Evaluation of Real-World Evidence to Assess Effectiveness Outcomes of Janus Kinase Inhibitors for Rheumatoid Arthritis: A Systematic Review of US Studies","year":2025,"lang":"en","type":"review","venue":"Drug Healthcare and Patient Safety","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; Tofacitinib; Rheumatoid arthritis; Observational study; Janus kinase; Internal medicine; Family medicine; Psychological intervention","authors":[{"name":"Chandler Gandy","is_ca":false},{"name":"Shadi Bazzazzadehgan","is_ca":false},{"name":"Sebastian Bruera","is_ca":false},{"name":"Yinan Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1371279911821396,"gpt":0.4617059243737965,"spread":0.3245779331916569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04304359,0.002625169,0.01394604,0.02205171,0.001005539,0.00521844,0.002778403,0.002384581,0.003678663],"category_scores_gemma":[0.158524,0.001856367,0.01415521,0.01675949,0.001858208,0.004073901,0.002755697,0.001925688,0.0003068624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006962945,"about_ca_system_score_gemma":0.02035343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691494,"about_ca_topic_score_gemma":0.02038128,"domain_scores_codex":[0.9470891,0.01850208,0.02418347,0.002319635,0.007135877,0.0007699044],"domain_scores_gemma":[0.8417612,0.118141,0.02553464,0.002293134,0.01150166,0.0007683375],"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":[0.0001822868,0.00001335149,0.0009373444,0.9630949,0.01655933,0.00006165199,0.0001944166,0.00008221265,0.0001103289,0.0001914543,0.0004969091,0.01807582],"study_design_scores_gemma":[0.0002408358,0.000165082,0.002857088,0.8862779,0.1017912,0.000182595,0.0003146789,0.0000845505,0.0002020542,0.0002869788,0.007559338,0.00003761572],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00160176,0.9956986,0.0003664697,0.0004400041,0.0001542466,0.0007869884,0.0006313795,0.00001133854,0.0003093363],"genre_scores_gemma":[0.03538397,0.9579495,0.002387838,0.001007026,0.000162388,0.00236933,0.0006142949,0.00001676568,0.0001089556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04304359,"threshold_uncertainty_score":0.227639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976749878","doi":"10.2147/dhps.s46232","title":"Attrition of Canadian Internet pharmacy websites: what are the implications?","year":2013,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"American Heart Association","keywords":"Pharmacy; The Internet; Attrition; Unavailability; Internet privacy; Medicine; Business; Advertising; World Wide Web; Family medicine; Computer science; Engineering","authors":[{"name":"Michael A. Veronin","is_ca":false},{"name":"Clancy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1031597836038422,"gpt":0.3564380228335099,"spread":0.2532782392296677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01621457,0.0004187901,0.0007772634,0.004255876,0.007936968,0.004529928,0.004874215,0.001779547,0.003404244],"category_scores_gemma":[0.07617085,0.0003682793,0.001082591,0.009506824,0.00325251,0.003223072,0.002739451,0.002252374,0.0003535028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04327383,"about_ca_system_score_gemma":0.04676395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9338946,"about_ca_topic_score_gemma":0.9494839,"domain_scores_codex":[0.9771378,0.00320745,0.0009238935,0.001359847,0.01178792,0.005582952],"domain_scores_gemma":[0.9231772,0.01146684,0.02145075,0.002259342,0.03348395,0.008161944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002635683,0.0001040956,0.934985,0.0002307731,0.00004406055,0.0004852287,0.00549779,0.0001929641,0.00009540497,0.0007930896,0.007260499,0.05004742],"study_design_scores_gemma":[0.0000086775,0.0000623925,0.9812313,0.0002724418,0.00004724028,0.0002577489,0.01301619,0.0007881808,0.0001569167,0.000188801,0.003936093,0.00003399936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368612,0.005789839,0.000797738,0.04517305,0.0001575421,0.0002285527,0.002461998,0.00006776545,0.008462264],"genre_scores_gemma":[0.9945884,0.001311774,0.0005974106,0.001607544,0.00006390637,0.00004198222,0.0007649116,0.00002037024,0.001003733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06610543,"threshold_uncertainty_score":0.3139751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072842129","doi":"10.2147/dhps.s6467","title":"Safety and clinical efficacy of everolimus in the treatment of advanced renal cell carcinoma (RCC)","year":2010,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Everolimus; Temsirolimus; Medicine; Renal cell carcinoma; Mucositis; Oncology; Sirolimus; Internal medicine; Sunitinib; PI3K/AKT/mTOR pathway; Discovery and development of mTOR inhibitors; Population; Radiation therapy","authors":[{"name":"Anil Kapoor","is_ca":true},{"name":"Shahani","is_ca":true},{"name":"Kwan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02565367426832856,"gpt":0.3129594576774066,"spread":0.2873057834090781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624628,0.0001031346,0.0004269178,0.0001812829,0.0001980709,0.0004228643,0.000164693,0.0003316585,0.001635733],"category_scores_gemma":[0.002355755,0.00005940859,0.0003734035,0.0002483643,0.0001935517,0.0001876526,0.0001315076,0.0006921458,0.0002889991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00059117,"about_ca_system_score_gemma":0.0007561485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006893737,"about_ca_topic_score_gemma":0.00155459,"domain_scores_codex":[0.9992378,0.000275991,0.00009191853,0.00004483124,0.0003074623,0.00004199265],"domain_scores_gemma":[0.9981316,0.000516445,0.0005950815,0.00007049108,0.0004886888,0.0001977375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06048621,0.002631519,0.05146648,0.001721854,0.0006330731,0.0008355367,0.0002494645,0.001869732,0.04607151,0.0008908791,0.01103802,0.8221058],"study_design_scores_gemma":[0.01844603,0.2083286,0.5441952,0.00066444,0.001591407,0.008167731,0.0002768248,0.005153675,0.04926567,0.001280324,0.1625281,0.0001019724],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835543,0.08555669,0.001657841,0.00437341,0.0003969008,0.0005235826,0.001458736,0.00006315031,0.02241549],"genre_scores_gemma":[0.9874455,0.008072582,0.0004431796,0.0008391548,0.0002578037,0.00007957837,0.0005768367,0.000007715652,0.002277783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001635733,"threshold_uncertainty_score":0.00859195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296325239","doi":"10.2147/dhps.s360832","title":"Opioid Utilization and Management in the Setting of Stewardship During Inpatient Rehab Care","year":2022,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Work & Health; Toronto General Hospital; University of Toronto; University Health Network","funders":"Leslie Dan Faculty of Pharmacy, University of Toronto; University of Toronto","keywords":"Medicine; Opioid; Emergency medicine; Medical prescription; Rehabilitation; Acute care; Stewardship (theology); Health care; Physical therapy; Internal medicine; Nursing","authors":[{"name":"Laura Murphy","is_ca":true},{"name":"Kori Leblanc","is_ca":true},{"name":"Souzi Badr","is_ca":true},{"name":"Emily Ching","is_ca":true},{"name":"Lynda Mao","is_ca":true},{"name":"Naomi Steenhof","is_ca":true},{"name":"Bassem Hamandi","is_ca":true},{"name":"Bonita Rubin","is_ca":true},{"name":"Ada Seto","is_ca":true},{"name":"Andrea D Furlan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01704491106919883,"gpt":0.2814667411774004,"spread":0.2644218301082016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182724,0.0001388587,0.0002257777,0.0007457638,0.0007311117,0.0007379137,0.0004637411,0.0002428934,0.001010353],"category_scores_gemma":[0.005270138,0.000146406,0.0002221622,0.001007335,0.0005222487,0.0004414517,0.0008533563,0.0004883482,0.00008487868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681975,"about_ca_system_score_gemma":0.003269419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02297421,"about_ca_topic_score_gemma":0.0469308,"domain_scores_codex":[0.9981711,0.0004409499,0.0003304106,0.0001544155,0.0004954741,0.0004076059],"domain_scores_gemma":[0.9913259,0.0008401186,0.005867997,0.0001191135,0.0008257499,0.001021065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005296063,0.00004110339,0.9957412,0.00004365889,0.00001532752,0.000380033,0.0005094527,0.00003707668,0.0001514267,0.00001598505,0.0001360727,0.002875665],"study_design_scores_gemma":[0.000002308578,0.0001053006,0.9979739,0.00004001921,0.000007559681,0.000547895,0.0009846623,0.00007284965,0.00007705457,0.00001064394,0.000174371,0.000003322888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987682,0.0003332514,0.00006539169,0.0001232611,0.000004395656,0.00002687691,0.00009698049,0.000002478612,0.0005790765],"genre_scores_gemma":[0.9995162,0.0001968506,0.0001021589,0.0000454035,0.000009972333,0.00001204617,0.00007240259,7.298966e-7,0.00004424114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297421,"threshold_uncertainty_score":0.04568094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416738373","doi":"10.2147/dhps.s557043","title":"Current Status and Research Trends in Deprescribing: A Bibliometric Review","year":2025,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical and Health Research Project of Zhejiang Province; National Key Research and Development Program of China","keywords":"Scope (computer science); Deprescribing; Field (mathematics); Bibliometrics; Set (abstract data type)","authors":[{"name":"Changcheng Shi","is_ca":false},{"name":"Xinyi Li","is_ca":false},{"name":"Yan Wu","is_ca":false},{"name":"Wangjun Qin","is_ca":false},{"name":"Lihong Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1067428305277361,"gpt":0.4237422660224196,"spread":0.3169994354946835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02437789,0.001381361,0.005112868,0.1653484,0.001628022,0.007090521,0.002127138,0.001666887,0.004518816],"category_scores_gemma":[0.09801406,0.001041861,0.004778557,0.2240105,0.002227612,0.007187293,0.003421551,0.001432746,0.0007634316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006201692,"about_ca_system_score_gemma":0.01847524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166733,"about_ca_topic_score_gemma":0.01612348,"domain_scores_codex":[0.9742654,0.005649202,0.00830211,0.002425395,0.008629511,0.0007284043],"domain_scores_gemma":[0.8226122,0.1335066,0.02187651,0.003668309,0.01675367,0.001582643],"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":[0.0001687252,0.00007135858,0.04035309,0.3880558,0.004802573,0.0003727892,0.002144392,0.0009907465,0.0004964516,0.005255596,0.02115212,0.5361363],"study_design_scores_gemma":[0.0001024389,0.0002351371,0.2184786,0.4322507,0.02291984,0.001855441,0.006733693,0.002385156,0.001096907,0.008391685,0.3052617,0.0002888446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01036765,0.9743838,0.00113289,0.004804459,0.0003951771,0.0001847675,0.005150219,0.0001153288,0.003465707],"genre_scores_gemma":[0.04550253,0.9477878,0.001817412,0.0005104137,0.0005241631,0.0002001247,0.00342544,0.00003231871,0.0001998455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9756221,"threshold_uncertainty_score":0.1289242,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"}]}