{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":26,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":26,"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":"fb0cd8f0e2c5","filters":{"venue":"Journal of Pharmaceutical Health Services Research"}},"results":[{"id":"W2889049831","doi":"10.1111/jphs.12264","title":"Community pharmacist's knowledge, attitude, roles and practices towards patient-centred care in Saudi Arabia: a systematic review of the literature","year":2018,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Pharmacist; Family medicine; Pharmacy; Health care; Medical prescription; Nursing; Alternative medicine; Clinical pharmacy; MEDLINE; Pharmaceutical care; Cochrane Library; Systematic review","authors":[{"name":"Muhammad Kamran Rasheed","is_ca":false},{"name":"Syed Shahzad Hasan","is_ca":false},{"name":"Zaheer‐Ud‐Din Babar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3521262992637184,"gpt":0.5994483159572433,"spread":0.247322016693525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006819953,0.000611721,0.004789867,0.0007454304,0.0004063906,0.0001285117,0.001344732,0.0003842066,0.00007645811],"category_scores_gemma":[0.00203509,0.0003347945,0.0008517821,0.002392379,0.0003694506,0.0004969844,0.0009643921,0.008666105,0.00002289563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009635952,"about_ca_system_score_gemma":0.002758621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007168769,"about_ca_topic_score_gemma":0.00007761337,"domain_scores_codex":[0.9767187,0.01578796,0.003830624,0.0004116276,0.002323207,0.0009278693],"domain_scores_gemma":[0.9859552,0.003919436,0.005299434,0.0008780681,0.002880831,0.001066967],"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":[0.0004590213,0.001084489,0.0001290058,0.9271133,0.0005149039,0.00006822694,0.007629496,3.961939e-8,7.771924e-7,0.000005148473,0.0003634506,0.06263216],"study_design_scores_gemma":[0.001172501,0.0007890198,0.00001640531,0.6566795,0.00199447,0.0006255734,0.002244219,0.00004157744,0.000007067344,0.000006590773,0.3362661,0.0001570089],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003972102,0.9906719,1.189818e-7,0.00208899,0.0004943868,0.005805146,0.0001080689,0.00001021434,0.0004239234],"genre_scores_gemma":[0.002732428,0.9944711,0.00007271413,0.002174885,0.0003174806,0.00007624197,0.00003773005,0.00006211273,0.00005527871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3359026,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080884038","doi":"10.1111/jphs.12379","title":"Why healthcare market needs government intervention to improve access to essential medicines and healthcare efficiency: a scoping review from pharmaceutical price regulation perspective","year":2020,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Essential medicines; Government (linguistics); Health care; Access to medicines; Economic interventionism; Quality (philosophy); Intervention (counseling); Medicine; Business; Market access; Public economics; Marketing; Public health; Economic growth; Nursing; Economics","authors":[{"name":"Mende Mensa Sorato","is_ca":false},{"name":"Majid Davari","is_ca":false},{"name":"Akbar Abdollahi Asl","is_ca":false},{"name":"Fatemeh Soleymani","is_ca":false},{"name":"Abbas Kebriaeezadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.192422169095598,"gpt":0.5392150905523204,"spread":0.3467929214567225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008154483,0.0006866308,0.004066027,0.001121239,0.0003869841,0.0004424661,0.001612827,0.0003480856,0.0009384276],"category_scores_gemma":[0.0005077302,0.0006576978,0.0006369639,0.002321723,0.0001472008,0.0005936543,0.001363878,0.002850118,0.0001558904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003463746,"about_ca_system_score_gemma":0.001140905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553383,"about_ca_topic_score_gemma":0.0002291576,"domain_scores_codex":[0.9904814,0.001380402,0.004553286,0.001224654,0.0008627468,0.00149749],"domain_scores_gemma":[0.991649,0.001209091,0.002078308,0.000503491,0.0006710773,0.003889051],"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":[0.0007773489,0.0004546906,0.00005832927,0.3767876,0.0004929131,0.00004296863,0.002023802,0.00000376413,0.000002749136,0.003507642,0.01061737,0.6052308],"study_design_scores_gemma":[0.001071446,0.0008618656,0.00003570919,0.1626878,0.0001513243,0.00004566037,0.0003302616,0.001341438,0.000006662754,0.0008699899,0.8321264,0.0004713875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003330283,0.836071,0.0005924003,0.15629,0.0009804735,0.004755691,0.0009082569,0.00002106017,0.0003478549],"genre_scores_gemma":[0.0008328853,0.938207,0.0002356088,0.0584841,0.001884237,0.0001954051,0.00002758688,0.0001062472,0.00002694707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8215091,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162449291","doi":"10.1111/jphs.12007","title":"Changes in use of antidiabetic medications following price regulations in China (1999–2009)","year":2013,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Novartis Foundation","keywords":"Medicine; Per capita; Population; China; Quarter (Canadian coin); Environmental health","authors":[{"name":"Christine Y. Lu","is_ca":false},{"name":"Dennis Ross‐Degnan","is_ca":false},{"name":"Peter Stephens","is_ca":false},{"name":"Liu B","is_ca":false},{"name":"Anita K. Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1744859803480017,"gpt":0.4541140583238701,"spread":0.2796280779758685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004642466,0.0001358973,0.0006691338,0.001663456,0.00009881939,0.00007861586,0.0005042006,0.0001181542,0.0006004492],"category_scores_gemma":[0.0001407636,0.0001414843,0.0001178128,0.001364357,0.0001109337,0.0006746324,0.0001367864,0.001011102,0.000113644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359967,"about_ca_system_score_gemma":0.000221357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773608,"about_ca_topic_score_gemma":0.0004706709,"domain_scores_codex":[0.9967687,0.0002442359,0.001730166,0.0002550328,0.0002016659,0.000800192],"domain_scores_gemma":[0.997807,0.0006689003,0.0005773816,0.0002449174,0.0001414009,0.0005603711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002129156,0.002750702,0.9157181,0.002906005,0.0002831939,0.00004260877,0.009824327,0.001671488,0.001446069,0.0391497,0.002207174,0.02378769],"study_design_scores_gemma":[0.002714257,0.0003032631,0.8271278,0.0006292489,0.000008248323,0.00001283457,0.0003998318,0.09782584,0.0004673785,0.02303503,0.04720628,0.0002700563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598401,0.005382698,0.00005870046,0.03277459,0.0002602157,0.0005814839,0.00005367106,0.000005437302,0.001043172],"genre_scores_gemma":[0.9914402,0.005964628,0.0005931237,0.001759365,0.000136852,0.00002576043,0.00000469824,0.00002137757,0.00005401767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09615435,"threshold_uncertainty_score":0.6574497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000171314","doi":"10.1111/jphs.12334","title":"Healthcare providers’ perspectives on care coordination for adults with cancer and multiple chronic conditions: a systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Health Services Research","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Health care; Multiple Chronic Conditions; Cancer; Family medicine; Intensive care medicine; Chronic disease; Nursing; Internal medicine","authors":[{"name":"Natalie S. Hohmann","is_ca":false},{"name":"Cassidi C. McDaniel","is_ca":false},{"name":"S. Walker Mason","is_ca":false},{"name":"Winson Y. Cheung","is_ca":true},{"name":"Michelle S. Williams","is_ca":false},{"name":"Carolina Salvador","is_ca":false},{"name":"Edith K. Graves","is_ca":false},{"name":"Christina N. Camp","is_ca":false},{"name":"Chiahung Chou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1503577324140791,"gpt":0.4880442089564391,"spread":0.33768647654236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002109825,0.0003793243,0.003648186,0.0005512822,0.0003360164,0.000133561,0.0004832943,0.0002062023,0.000052201],"category_scores_gemma":[0.0002612599,0.0003015881,0.0003584301,0.000521734,0.0001334148,0.0003895754,0.00006961948,0.001345089,0.00003419803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003124601,"about_ca_system_score_gemma":0.002016834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003465514,"about_ca_topic_score_gemma":0.0002180954,"domain_scores_codex":[0.9960203,0.0002827118,0.002181731,0.0005967506,0.0002267217,0.0006918025],"domain_scores_gemma":[0.9948533,0.0008539732,0.002448898,0.0002617019,0.0009002298,0.0006819507],"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":[0.000160572,0.00006138639,0.00001171047,0.9421503,0.0002431695,0.000007684191,0.002601993,0.000001387944,8.961626e-9,0.002765557,0.0003800037,0.05161625],"study_design_scores_gemma":[0.0012946,0.001818132,0.000005144237,0.5566633,0.0001854149,0.00003485054,0.002795004,0.0002905735,1.795604e-7,0.0001232147,0.4365419,0.0002476701],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001520203,0.9837695,0.00002927713,0.007635721,0.0001876892,0.006945116,0.00134434,0.00001133987,0.00006181254],"genre_scores_gemma":[0.002684165,0.9943565,0.0000778451,0.00145274,0.000594229,0.0006711911,0.00005128171,0.00007493841,0.00003717457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4361619,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403084320","doi":"10.1093/jphsr/rmae022","title":"Pharmaceutical industry promotional activities on social media: a scoping review","year":2024,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Health Services Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Social media; Public relations; World Wide Web","authors":[{"name":"Jessica Mor","is_ca":true},{"name":"Tina Kaur","is_ca":true},{"name":"David B Menkes","is_ca":false},{"name":"Elizabeth Peter","is_ca":true},{"name":"Quinn Grundy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7128654131888232,"gpt":0.7136394194115333,"spread":0.0007740062227100664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02980743,0.0005638018,0.003070645,0.001424557,0.001717013,0.0003216332,0.001586524,0.001441879,0.001354456],"category_scores_gemma":[0.002550178,0.0004605334,0.0008257378,0.00386405,0.0009797968,0.0004851009,0.0002891417,0.01501065,0.0003993401],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004386075,"about_ca_system_score_gemma":0.03143746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453175,"about_ca_topic_score_gemma":0.0001860978,"domain_scores_codex":[0.975737,0.01242653,0.002953667,0.0006683943,0.006105548,0.002108806],"domain_scores_gemma":[0.9772888,0.01752619,0.001404695,0.0002563439,0.001185808,0.002338154],"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":[0.00002958112,0.0002689387,0.000001463271,0.3734569,0.00009638736,0.00004521758,0.005995913,2.39605e-8,3.154581e-8,0.0009212696,0.003691411,0.6154928],"study_design_scores_gemma":[0.0001580974,0.0001001838,0.000001869717,0.3998449,0.0003269518,0.00003191215,0.00143801,0.000001933125,3.498703e-7,0.0001311301,0.5977778,0.0001868156],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002489596,0.9625366,6.647281e-7,0.02179595,0.009006227,0.005868162,0.00006385096,0.00006198356,0.0006416175],"genre_scores_gemma":[0.00004642983,0.9767089,0.00006295773,0.001899122,0.02017862,0.0009220269,0.00002717068,0.000111112,0.00004359244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.615306,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1512261908","doi":"10.1111/j.1759-8893.2010.00029.x","title":"Prevalence and therapeutic intensity of dispensed drug groups for individuals with multiple medications: a register-based study of 2.2 million individuals","year":2010,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine; Register (sociolinguistics); Drug; Family medicine; Pharmacology","authors":[{"name":"Bo Hovstadius","is_ca":true},{"name":"Sven Tågerud","is_ca":false},{"name":"Göran Petersson","is_ca":false},{"name":"Bengt Åstrand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1810002901219841,"gpt":0.516633517220102,"spread":0.3356332270981179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007522746,0.0001923893,0.0008058446,0.0005185711,0.0001927886,0.00002768428,0.000396394,0.00009880733,0.00006536333],"category_scores_gemma":[0.0003311923,0.0001271938,0.0001002761,0.0005768899,0.0003808997,0.0002163054,0.0001174769,0.001548477,0.0000010245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005502757,"about_ca_system_score_gemma":0.0005353419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147004,"about_ca_topic_score_gemma":0.00009572245,"domain_scores_codex":[0.9953144,0.0007315202,0.00126976,0.0002974609,0.001881382,0.0005055275],"domain_scores_gemma":[0.9918817,0.004308722,0.001057396,0.0003565214,0.001628405,0.0007673029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005629526,0.003843507,0.9698625,0.00824475,0.0003666992,0.000008730225,0.004826606,0.000004714061,0.002510983,0.00004723296,0.00003494023,0.004619855],"study_design_scores_gemma":[0.02999076,0.01466321,0.9139678,0.002673364,0.001050124,0.0001401615,0.008519224,0.01383412,0.009136111,0.0002975213,0.005455104,0.0002725408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988664,0.001602451,0.00009669174,0.006655389,0.0001357566,0.002771821,0.00004819849,0.00000826724,0.00001744493],"genre_scores_gemma":[0.9959717,0.000492992,0.002021758,0.001316606,0.0001090269,0.00004049901,0.000006766546,0.00002472053,0.00001587199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05589469,"threshold_uncertainty_score":0.6727448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2784332569","doi":"10.1111/jphs.12214","title":"Community pharmacists: members or bystanders of the primary care multidisciplinary team?","year":2018,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Pharmacy Research UK","keywords":"Medicine; Primary care; Multidisciplinary approach; Family medicine; Multidisciplinary team; Nursing; Medical education","authors":[{"name":"Marjorie Weiss","is_ca":false},{"name":"Elisabeth Grey","is_ca":false},{"name":"Hannah Family","is_ca":false},{"name":"Ross T. Tsuyuki","is_ca":true},{"name":"Jane Sutton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3283342412952572,"gpt":0.5805551238880835,"spread":0.2522208825928263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00577802,0.0002299849,0.0007289242,0.0003147239,0.0009380821,0.00003626492,0.0009619601,0.0001301095,0.0006748814],"category_scores_gemma":[0.0001696065,0.0001278393,0.0002955416,0.001122306,0.0009914172,0.0003764108,0.0006713168,0.003894439,0.00002233074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007585466,"about_ca_system_score_gemma":0.001682813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539058,"about_ca_topic_score_gemma":0.00005060765,"domain_scores_codex":[0.9927041,0.002592355,0.001297482,0.0002064097,0.00236186,0.0008377866],"domain_scores_gemma":[0.993918,0.001791165,0.000669471,0.0005323055,0.002006577,0.00108248],"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":[0.1358612,0.01271904,0.3536071,0.1195836,0.002475238,0.0004799678,0.1878939,0.00005793631,0.03406882,0.0002388813,0.0154771,0.1375372],"study_design_scores_gemma":[0.05161588,0.02540476,0.1137661,0.01329545,0.001319856,0.003263427,0.1377295,0.01861516,0.06772105,0.0004741126,0.5657302,0.001064548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715546,0.004599699,0.00002203967,0.01074461,0.001078272,0.001523038,0.00005154257,0.00002405238,0.01040214],"genre_scores_gemma":[0.9907703,0.001863156,0.0005333866,0.00597041,0.0005238906,0.00000613846,0.000007874378,0.00003565296,0.0002892101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.550253,"threshold_uncertainty_score":0.9984036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042783050","doi":"10.1111/jphs.12371","title":"Critical Appraisal of the Clinical Practice Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk: European Society of Cardiology (ESC) and European Atherosclerosis Society (ESC/EAS) 2019 Guidelines","year":2020,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Rigour; Guideline; Clinical Practice; Canadian Cardiovascular Society; Intensive care medicine; Family medicine; Internal medicine; Pathology; Myocardial infarction","authors":[{"name":"Eman Alhmoud","is_ca":false},{"name":"Raja Barazi","is_ca":false},{"name":"Amr Mohamed Fahmi","is_ca":false},{"name":"Abdullah Abdu","is_ca":false},{"name":"Alya Higazy","is_ca":false},{"name":"Maguy Saffouh El Hajj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6537554737588918,"gpt":0.6575450156685057,"spread":0.003789541909613892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05509412,0.0002395446,0.001099677,0.00006376268,0.0002972982,0.00003568213,0.0008580472,0.0001208097,0.00001228167],"category_scores_gemma":[0.01745465,0.0001506981,0.001282778,0.0007359799,0.000595851,0.000268571,0.0007924869,0.001475402,0.000004860429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009443936,"about_ca_system_score_gemma":0.0005112565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001590155,"about_ca_topic_score_gemma":0.00000218526,"domain_scores_codex":[0.9868594,0.00479782,0.005183983,0.0005179927,0.002086778,0.0005540189],"domain_scores_gemma":[0.9727272,0.01199111,0.001707318,0.0007433068,0.01214603,0.0006850098],"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":[0.01030596,0.001357269,0.009394301,0.01933306,0.01053459,0.00001327779,0.007635096,0.006055475,0.01292307,0.0004988881,0.2275405,0.6944085],"study_design_scores_gemma":[0.01247505,0.004458295,0.06985462,0.002791315,0.00539453,0.0001323376,0.05061774,0.05405515,0.001820303,0.00004644728,0.7979821,0.0003721072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1864156,0.0177105,0.09242486,0.6947032,0.00213871,0.005797794,0.0004029434,0.0000416884,0.0003647074],"genre_scores_gemma":[0.758494,0.0627896,0.1523156,0.02065351,0.005584698,0.00002422542,0.00001724619,0.0001070828,0.00001409756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6940364,"threshold_uncertainty_score":0.9908217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389858633","doi":"10.1093/jphsr/rmad050","title":"Self-perceived leadership and entrepreneurship skills: profiling healthcare professionals","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Snowball sampling; Health care; Interpersonal communication; Bivariate analysis; Medicine; Logistic regression; Entrepreneurship; Cluster (spacecraft); Medical education; Multivariate analysis; Applied psychology; Nursing; Psychology; Social psychology","authors":[{"name":"Hala Sacre","is_ca":false},{"name":"Katia Iskandar","is_ca":false},{"name":"Chadia Haddad","is_ca":false},{"name":"Mayssam Shahine","is_ca":false},{"name":"Aline Hajj","is_ca":true},{"name":"Rony M. Zeenny","is_ca":false},{"name":"Marwan Akel","is_ca":false},{"name":"Pascale Salameh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1978955348185518,"gpt":0.565939857637783,"spread":0.3680443228192312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00915683,0.0001464179,0.0004357003,0.00100016,0.0003980892,0.00004344067,0.000254667,0.0001740489,0.0001255509],"category_scores_gemma":[0.0005135765,0.0001135382,0.00006553183,0.002136196,0.000158932,0.0002042243,0.0001219623,0.002407352,0.00008607147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059152,"about_ca_system_score_gemma":0.001698446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001935503,"about_ca_topic_score_gemma":0.000003104217,"domain_scores_codex":[0.9947785,0.0009601772,0.001005795,0.000293895,0.002001015,0.0009606177],"domain_scores_gemma":[0.9959856,0.0007157053,0.0002629087,0.0002254907,0.001983494,0.0008268503],"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":[0.002935702,0.006278702,0.2862524,0.1168456,0.0005599926,0.0006947453,0.06967812,0.0000110987,0.00737507,0.003846354,0.02598096,0.4795412],"study_design_scores_gemma":[0.01550829,0.006198389,0.6044933,0.02282607,0.0002248434,0.002396356,0.190006,0.03802135,0.01037132,0.003258076,0.1058436,0.0008523961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818284,0.002845861,0.000007330143,0.1772151,0.0005920538,0.0008805193,0.000003723377,0.00007216906,0.00009925474],"genre_scores_gemma":[0.9753345,0.003240206,0.003830922,0.01606835,0.001096502,0.00003190814,0.00003102092,0.00003632812,0.0003302423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4786888,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408142392","doi":"10.1093/jphsr/rmaf004","title":"Reimbursement recommendations before and after adoption of application fees by the Canadian Agency for Drugs and Technologies in Health: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Medicine; Reimbursement; Cross-sectional study; Agency (philosophy); Family medicine; Health information technology; Funding Agency; Health care; Environmental health; Public relations; Economic growth","authors":[{"name":"Joel Lexchin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3566715382532641,"gpt":0.5882846753587853,"spread":0.2316131371055212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0383948,0.00009258847,0.0003969341,0.000786242,0.0003736681,0.000142587,0.0002111674,0.00008887954,0.00003288021],"category_scores_gemma":[0.0001783192,0.00008426714,0.00004062039,0.0004048882,0.00012889,0.0003289064,0.00005798611,0.0005458434,0.000009728651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182808,"about_ca_system_score_gemma":0.0006655321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02998873,"about_ca_topic_score_gemma":0.06668342,"domain_scores_codex":[0.9957739,0.000463124,0.002853695,0.0002875508,0.0002111356,0.000410651],"domain_scores_gemma":[0.9978135,0.0009201295,0.0006889246,0.0001511407,0.000203508,0.0002228358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002256853,0.0004805687,0.8798752,0.01042353,0.0001481214,0.000001459333,0.0251355,0.00004241409,0.000004762712,0.0196735,0.003244192,0.06074505],"study_design_scores_gemma":[0.001874271,0.00153258,0.7841148,0.0007695639,0.000007249376,0.00002424618,0.02316722,0.03067996,0.000006590782,0.02779761,0.1298326,0.0001933389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7669132,0.03347977,0.0003185872,0.1962614,0.0002506208,0.002381743,0.0003534777,0.00001249616,0.00002873494],"genre_scores_gemma":[0.9946514,0.002709771,0.000473503,0.001736488,0.00009888702,0.0002661414,0.00001653933,0.0000128115,0.00003441533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277382,"threshold_uncertainty_score":0.9901749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811276219","doi":"10.1111/jphs.12247","title":"Adherence enhancement for patients with asthma in community pharmacy practice: tools development and pharmacists’ feedback","year":2018,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":3,"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":"University of Texas at Austin; World Health Organization","keywords":"Medicine; Thematic analysis; Pharmacy; Pharmacist; Asthma; Identification (biology); Medical education; Pharmacy practice; Nursing; Family medicine; Qualitative research","authors":[{"name":"Tatiana Makhinova","is_ca":true},{"name":"Jamie C. Barner","is_ca":false},{"name":"Carolyn M. Brown","is_ca":false},{"name":"Kristin M. Richards","is_ca":false},{"name":"Karen L. Rascati","is_ca":false},{"name":"Jo Barnes","is_ca":false},{"name":"Arpita Nag","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2428378839696851,"gpt":0.554917090825269,"spread":0.3120792068555839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005273899,0.0001526428,0.0003895279,0.0002413318,0.0003817148,0.00005972163,0.0003274685,0.00004233526,0.0005410524],"category_scores_gemma":[0.000159804,0.0001136201,0.00002923284,0.0004936995,0.0002412338,0.0004581844,0.0001157107,0.0013342,0.0001141743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285431,"about_ca_system_score_gemma":0.00135396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003826332,"about_ca_topic_score_gemma":0.00001091965,"domain_scores_codex":[0.9963667,0.0006458326,0.0008625462,0.0002042322,0.00130027,0.0006204309],"domain_scores_gemma":[0.9952658,0.0009128827,0.0003936465,0.0001910092,0.002436264,0.0008003562],"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":[0.03197257,0.008042814,0.06247582,0.008691123,0.000271068,0.00005335362,0.01192281,7.275457e-7,0.001558497,0.0001086085,0.004139296,0.8707633],"study_design_scores_gemma":[0.05249114,0.01799755,0.09789579,0.006399483,0.000073498,0.0002751442,0.008159844,0.003300208,0.02584292,0.0001471211,0.786955,0.0004623152],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915765,0.001005931,0.0005207032,0.004237343,0.0001460852,0.001519993,0.000006559654,0.000007857832,0.0009790064],"genre_scores_gemma":[0.9814961,0.001151572,0.01090759,0.00584381,0.0002157168,0.00007804416,0.00001371237,0.00001666028,0.0002768167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.870301,"threshold_uncertainty_score":0.5924144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184421666","doi":"10.1093/jphsr/rmab040","title":"Medication reviews in community pharmacy: a scoping review of policy, practice and research in Canada","year":2021,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","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":"University of Alberta","funders":"","keywords":"Medicine; Pharmacy; Stakeholder; Thematic analysis; Pharmacist; Health care; Systematic review; Pharmacy practice; Family medicine; Nursing; MEDLINE; Qualitative research; Public relations; Political science","authors":[{"name":"Damilola Olufemi-Yusuf","is_ca":true},{"name":"Janice Y. Kung","is_ca":true},{"name":"Lisa M. Guirguis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6733273167372902,"gpt":0.7170858990274555,"spread":0.04375858229016527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07370488,0.0003884308,0.0048648,0.00194087,0.0002136932,0.00004122889,0.0008620945,0.0001849025,0.0001951524],"category_scores_gemma":[0.006520792,0.0002954959,0.0002898366,0.005068947,0.0002710651,0.0004934301,0.0007351511,0.01377636,0.000008317248],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004425867,"about_ca_system_score_gemma":0.05397244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4554084,"about_ca_topic_score_gemma":0.1326562,"domain_scores_codex":[0.954089,0.0351972,0.005158766,0.0004236272,0.003837478,0.001293947],"domain_scores_gemma":[0.9670889,0.02569093,0.002460582,0.0007350903,0.002257341,0.001767166],"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":[0.0001469229,0.000533733,0.0001849786,0.5568274,0.00006440569,0.0002183935,0.000269539,8.867227e-8,5.120766e-7,0.00002108356,0.0003061818,0.4414267],"study_design_scores_gemma":[0.0009118387,0.0001844083,0.00001836191,0.5023295,0.0001516604,0.0004622748,0.0005420267,0.00006145525,0.000002081438,0.000006453824,0.4952394,0.00009059349],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008596755,0.9751528,8.775194e-7,0.01933136,0.0001880885,0.004661013,0.00001990531,0.000002633728,0.0005573896],"genre_scores_gemma":[0.0003342569,0.9916275,0.0002402205,0.007294798,0.0003114642,0.00009491403,0.00003882695,0.00004660303,0.00001139545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4949332,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898506749","doi":"10.1111/jphs.12276","title":"Characterizing pharmacist prescribers in Alberta using cluster analysis","year":2018,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Canadian Foundation for Pharmacy; Alberta College of Pharmacy; Health Research Board","keywords":"Medicine; Pharmacist; Scope of practice; Family medicine; Legislation; Cluster (spacecraft); Scope (computer science); Electronic prescribing; Nursing; Pharmacy; Health care","authors":[{"name":"Chowdhury F. Faruquee","is_ca":true},{"name":"Lisa M. Guirguis","is_ca":true},{"name":"Christine Hughes","is_ca":true},{"name":"Mark Makowsky","is_ca":true},{"name":"Cheryl A Sadowski","is_ca":true},{"name":"Theresa J. Schindel","is_ca":true},{"name":"Ken Cor","is_ca":true},{"name":"Nesé Yuksel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2817266006449229,"gpt":0.6262522284242514,"spread":0.3445256277793285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01376662,0.0002054389,0.0007455024,0.001561003,0.001228527,0.00007769142,0.0006963185,0.0001979568,0.002009454],"category_scores_gemma":[0.0001217523,0.0001687915,0.0001631891,0.002820059,0.0002124319,0.000881803,0.0002772885,0.003471731,0.000207551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008013466,"about_ca_system_score_gemma":0.001076331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891711,"about_ca_topic_score_gemma":0.004078284,"domain_scores_codex":[0.9898418,0.005043041,0.001799592,0.0003492046,0.001334991,0.001631401],"domain_scores_gemma":[0.9937175,0.002848704,0.0009290274,0.0003063285,0.001259092,0.0009393289],"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":[0.02446431,0.002665518,0.7147043,0.01211537,0.002609846,0.0002609185,0.1657632,0.0002763009,0.01813459,0.0004687888,0.008970357,0.04956648],"study_design_scores_gemma":[0.007690481,0.001184691,0.04155363,0.003722173,0.0005706496,0.00008141335,0.01713623,0.2132599,0.0009011832,0.0004254874,0.7129621,0.000512081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624226,0.001044106,0.0001915288,0.02977237,0.001838416,0.0008544734,0.00001631699,0.00001332852,0.003846881],"genre_scores_gemma":[0.9847584,0.0008481066,0.001042389,0.01070072,0.002076557,0.000009328354,0.000006706256,0.00003760188,0.000520186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7039917,"threshold_uncertainty_score":0.9989029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083613597","doi":"10.1111/jphs.12384","title":"Cost-effectiveness of Interventional therapies for management of Treatment-resistant hypertension: systematic review of pharmacoeconomic studies","year":2020,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cost effectiveness; MEDLINE; Blood pressure; Systematic review; Internal medicine; Intensive care medicine","authors":[{"name":"Mende Mensa Sorato","is_ca":false},{"name":"Majid Davari","is_ca":false},{"name":"Abbas Kebriaeezadeh","is_ca":false},{"name":"Nasim Naderi","is_ca":false},{"name":"Nizal Sarrafzadegan","is_ca":false},{"name":"Tamiru Shibru","is_ca":false},{"name":"Shekoufeh Nikfar","is_ca":false},{"name":"Amanuel Godana Arero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4512255450362202,"gpt":0.5694099366958676,"spread":0.1181843916596474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004067688,0.0001599846,0.002441548,0.0001773621,0.00007497,0.000004209738,0.0002055869,0.0000355817,0.00005113323],"category_scores_gemma":[0.0000578691,0.00009941856,0.000450326,0.0002857281,0.0001676622,0.00007832677,0.000118361,0.0002169305,0.000002026971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027772,"about_ca_system_score_gemma":0.0002136439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001403611,"about_ca_topic_score_gemma":0.000001162742,"domain_scores_codex":[0.9963343,0.0008625413,0.001696126,0.0001795792,0.0006527301,0.0002747586],"domain_scores_gemma":[0.9947447,0.001608492,0.0007968975,0.0001603352,0.002429463,0.0002601208],"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":[0.004960086,0.000792813,0.0001024924,0.9791163,0.00765317,0.00003278321,0.0008891447,0.000002673997,0.004324348,0.0001403316,0.0004135602,0.00157229],"study_design_scores_gemma":[0.01639509,0.01532794,0.001090822,0.9070385,0.00951077,0.0001357916,0.01280252,0.0008390281,0.02893556,0.0001401459,0.007589556,0.000194354],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05153371,0.9349534,0.00003717751,0.008768721,0.0001447779,0.004444976,0.00006760919,0.000005876721,0.00004378931],"genre_scores_gemma":[0.7404549,0.2567381,0.0005043885,0.002069416,0.00008552837,0.0001087168,0.000004418141,0.00001671456,0.00001789971],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6889211,"threshold_uncertainty_score":0.4054171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999814255","doi":"10.1111/jphs.12337","title":"Evaluation of the clinical pharmacist's role in educating women about the benefits and risks of combined oral contraceptive pills in Jordan","year":2020,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Pill; Family medicine; Family planning; Intervention (counseling); Pharmacist; Quarter (Canadian coin); Alternative medicine; Gynecology; Pharmacy; Population; Nursing; Environmental health; Research methodology","authors":[{"name":"Linda Tahaineh","is_ca":false},{"name":"Mayssam M. Alkyam","is_ca":false},{"name":"Nour A. Al‐Sawalha","is_ca":false},{"name":"Deema Jaber","is_ca":false},{"name":"Abla Albsoul‐Younes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.434664974677937,"gpt":0.6043154345435771,"spread":0.16965045986564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03330267,0.0001143191,0.0006365654,0.0001791731,0.0001078586,0.00001432723,0.0002479369,0.00008209052,0.00007990596],"category_scores_gemma":[0.001103294,0.00006835139,0.00008414571,0.0008696769,0.0002794675,0.0001492593,0.0001047613,0.001926431,0.000001720476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540997,"about_ca_system_score_gemma":0.002051749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003651194,"about_ca_topic_score_gemma":0.0001264819,"domain_scores_codex":[0.9911748,0.004434639,0.00171428,0.0002552313,0.00188798,0.0005330328],"domain_scores_gemma":[0.9955423,0.001010824,0.0007279488,0.0001936869,0.001974904,0.000550296],"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":[0.00844356,0.001378717,0.4061351,0.00190416,0.0001043041,0.000006190581,0.02249576,0.000286795,0.002996529,0.00008143031,0.00005489034,0.5561126],"study_design_scores_gemma":[0.01068933,0.002327024,0.9280725,0.001081281,0.00007684928,0.00003827547,0.01420426,0.04074512,0.001493139,0.0005591597,0.0006439779,0.00006908965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597319,0.01041043,0.000001185657,0.02798931,0.0001676189,0.001595421,0.000005651711,0.000001816199,0.00009666358],"genre_scores_gemma":[0.9937344,0.00356904,0.00005147509,0.002224307,0.0003756525,0.00003002341,9.417121e-7,0.00001154456,0.000002679855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5560435,"threshold_uncertainty_score":0.9954183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409027491","doi":"10.1093/jphsr/rmaf003","title":"Trust, transparency, and accountability in health and pharmaceutical systems","year":2024,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Transparency (behavior); Accountability; Law","authors":[{"name":"Alison Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2167389843223054,"gpt":0.4998211494834602,"spread":0.2830821651611549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01253774,0.0002369538,0.0009504469,0.0009886115,0.0001974554,0.0004070578,0.0003892113,0.0001514865,0.0002156835],"category_scores_gemma":[0.00004517036,0.0002298621,0.0001034938,0.0007294863,0.0002998709,0.0006135299,0.0001492589,0.002008366,0.00006539938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006405801,"about_ca_system_score_gemma":0.0005250709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226685,"about_ca_topic_score_gemma":0.00006151325,"domain_scores_codex":[0.9953179,0.0004214946,0.002316684,0.0005725065,0.0002310207,0.001140398],"domain_scores_gemma":[0.9969578,0.000754957,0.0002723705,0.0001951743,0.00009675459,0.001722973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002916475,0.002008944,0.1380751,0.08603052,0.0006445142,0.0003395278,0.03342155,0.0003484107,0.0001610319,0.5529131,0.003727209,0.1794136],"study_design_scores_gemma":[0.002616,0.0007576388,0.005580071,0.001396479,0.00000891856,0.0003101106,0.001733429,0.2725179,0.00003023437,0.01990423,0.694775,0.0003699573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4946158,0.4542856,0.0002635362,0.0457992,0.001251589,0.001001832,0.0002875055,0.00003658743,0.002458398],"genre_scores_gemma":[0.9240352,0.07159026,0.0001069332,0.003743994,0.0004134911,0.00001581553,0.00000341215,0.00003446294,0.00005642226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6910478,"threshold_uncertainty_score":0.9373505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412946432","doi":"10.1093/jphsr/rmaf010","title":"Rethinking corruption: a decolonial inquiry into the intersection of historical systems and anti-corruption efforts","year":2025,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Language change; Colonialism; Neocolonialism; Political science; Political economy; Power (physics); Development economics; Sociology; Economics; Law","authors":[{"name":"Nana Koomson","is_ca":true},{"name":"Tolulope Ojo","is_ca":true},{"name":"Eustace Orleans-Lindsay","is_ca":true},{"name":"Andrea Bowra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1053480338377862,"gpt":0.4933484732200252,"spread":0.388000439382239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004667697,0.0001105473,0.0004783573,0.00031838,0.0003285565,0.00003922425,0.0001907036,0.0001287504,0.00001714824],"category_scores_gemma":[0.00005369717,0.00007046686,0.0000837215,0.0005625118,0.0001455207,0.0001296142,0.0001402424,0.001310711,0.000003174107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470042,"about_ca_system_score_gemma":0.0006320897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613323,"about_ca_topic_score_gemma":0.00007219735,"domain_scores_codex":[0.9969306,0.0006038841,0.0009472204,0.0001728318,0.0009528516,0.0003926207],"domain_scores_gemma":[0.9979753,0.0003315784,0.0003259428,0.0001475879,0.0008478728,0.0003716577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02669302,0.003246532,0.5272134,0.09403586,0.0008912527,0.0005258452,0.1045658,0.0002520827,0.01299705,0.01690492,0.008174747,0.2044995],"study_design_scores_gemma":[0.01329377,0.009554741,0.711688,0.02540172,0.0004444119,0.003655262,0.0166886,0.0355254,0.001473069,0.006779498,0.1750947,0.000400804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973344,0.008175446,0.000243644,0.01554818,0.002023697,0.0005031042,8.899777e-7,0.00001030459,0.0001507625],"genre_scores_gemma":[0.9943103,0.002932333,0.0001258027,0.001816327,0.0007187146,0.000005253087,0.000001350693,0.000008096154,0.00008183211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2040987,"threshold_uncertainty_score":0.5694461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1555399285","doi":"10.1211/jphsr.01.01.0009","title":"Canada's Access to Medicines Regime: a present failure or a future success?","year":2010,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":1,"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":"National Institutes of Health","keywords":"Legislation; TRIPS architecture; Legislature; Government (linguistics); Key (lock); Intellectual property; Access to medicines; Medicine; Public administration; Economic growth; Business; Law; Political science; Economics; Computer science; Computer security","authors":[{"name":"Jillian Clare Köhler","is_ca":true},{"name":"Andrea Perez Cosio","is_ca":true},{"name":"Stacy Yeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1293078188274757,"gpt":0.4788633321662135,"spread":0.3495555133387378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004689259,0.0002562666,0.0008681761,0.0007651531,0.0003378656,0.0003293311,0.002010907,0.0001784905,0.002890614],"category_scores_gemma":[0.0001415094,0.0002097953,0.0001320731,0.001130661,0.0001252983,0.0005734001,0.0004824057,0.002640972,0.0001369312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707199,"about_ca_system_score_gemma":0.002520392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07790241,"about_ca_topic_score_gemma":0.3463275,"domain_scores_codex":[0.9959206,0.0001538089,0.001702917,0.0004569318,0.0004440605,0.001321673],"domain_scores_gemma":[0.9952939,0.0005261012,0.0006053122,0.0004399969,0.0005151188,0.002619638],"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":[0.003397739,0.001120784,0.0408449,0.004534039,0.0005276463,0.0005170525,0.002609123,0.0001708011,0.0005031558,0.0477582,0.8567601,0.04125649],"study_design_scores_gemma":[0.001260888,0.0002675447,0.006296565,0.0001025904,0.000006272247,0.0001109773,0.0002473405,0.002401861,0.0002559643,0.002082905,0.9867538,0.0002132485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1950967,0.004063407,0.00006894827,0.7921671,0.003147706,0.0009548618,0.0003212956,0.00001854211,0.004161388],"genre_scores_gemma":[0.9047282,0.002797221,0.0005245527,0.08468084,0.006776217,0.00003274708,0.000006519809,0.00005970517,0.000394053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7096314,"threshold_uncertainty_score":0.99966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1853635131","doi":"10.1111/jphs.12029","title":"Societal monetary benefits of pharmaceutical innovation: the case of ramipril in Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Institute of Health Economics","funders":"Pfizer Canada","keywords":"Ramipril; Medicine; Productivity; Population; Health care; Developing country; Economic growth; Economics; Environmental health","authors":[{"name":"Nguyễn Xuân Thành","is_ca":true},{"name":"Anderson Chuck","is_ca":true},{"name":"Arto Öhinmaa","is_ca":true},{"name":"Philip Jacobs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1717247181537969,"gpt":0.4354661040851271,"spread":0.2637413859313302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005415469,0.0001900591,0.0008401748,0.0006144897,0.000143909,0.00004887753,0.0008011336,0.0001062859,0.001148653],"category_scores_gemma":[0.00008931146,0.0001616566,0.0001401825,0.001559253,0.0002673708,0.0004178436,0.0002481569,0.001557807,0.00004187279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000732968,"about_ca_system_score_gemma":0.0014383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4020337,"about_ca_topic_score_gemma":0.06097852,"domain_scores_codex":[0.9954141,0.0002693415,0.002901477,0.0002684142,0.00026588,0.0008808256],"domain_scores_gemma":[0.9965963,0.0009190495,0.001028028,0.0002927358,0.0006683575,0.000495559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001968514,0.003861909,0.2401009,0.01342244,0.001595306,0.000783732,0.01102582,0.01184504,0.001330549,0.409756,0.02881741,0.2754924],"study_design_scores_gemma":[0.01575367,0.001543467,0.1187581,0.001044471,0.00007034458,0.002138113,0.01009734,0.6086227,0.008338635,0.06335346,0.1689267,0.001352955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641913,0.01218233,0.00001879544,0.02077812,0.0003805032,0.0005359281,0.0001802693,0.000002749495,0.00172999],"genre_scores_gemma":[0.9904042,0.004078054,0.0001616553,0.005038949,0.0002501348,0.00001322166,0.000004031926,0.00002330784,0.00002640907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5967777,"threshold_uncertainty_score":0.9997644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411046531","doi":"10.1093/jphsr/rmaf009","title":"Incremental therapeutic value of FDA-designated “breakthrough” drugs based on ratings from four international organizations: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Medicine; Cross-sectional study; Value (mathematics); Family medicine; Pharmacology; Statistics","authors":[{"name":"Elizaveta O. Borisova","is_ca":false},{"name":"Jonathan J. Darrow","is_ca":false},{"name":"Joel Lexchin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3836581584930326,"gpt":0.5896663420266863,"spread":0.2060081835336537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03511688,0.0002045102,0.0008993729,0.001292164,0.0004532414,0.0002099078,0.0009340393,0.0001492265,0.001473072],"category_scores_gemma":[0.00103595,0.0002211116,0.0001397586,0.001200085,0.0001414115,0.0005272024,0.0001457074,0.0009642666,0.0001669721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832,"about_ca_system_score_gemma":0.001453963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273235,"about_ca_topic_score_gemma":0.00006648661,"domain_scores_codex":[0.9903569,0.002067856,0.005645886,0.000486914,0.0009185695,0.0005238912],"domain_scores_gemma":[0.9914932,0.004049602,0.002400419,0.0003410527,0.001387061,0.0003286388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001098116,0.002867776,0.9682854,0.001084699,0.0006305116,0.000006264847,0.004728254,0.003535393,0.0001266478,0.01587862,0.001082611,0.000675697],"study_design_scores_gemma":[0.009971695,0.001461841,0.6982313,0.0008770312,0.00002457951,0.00000689531,0.008138399,0.259138,0.0003685764,0.01385762,0.007588777,0.000335278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561564,0.002004024,0.004232577,0.03267214,0.001662678,0.00168812,0.000349807,0.00002970574,0.001204522],"genre_scores_gemma":[0.9823837,0.0001791092,0.001274858,0.01556374,0.0004201291,0.00003318951,0.00003155343,0.0000301041,0.00008365678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700541,"threshold_uncertainty_score":0.9994397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388271330","doi":"10.1093/jphsr/rmad045","title":"Time to treat the climate and nature crisis as one indivisible global health emergency","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Climate change; Medical emergency","authors":[{"name":"Kamran Abbasi","is_ca":false},{"name":"Parveen Ali","is_ca":false},{"name":"Virginia Barbour","is_ca":false},{"name":"Thomas Benfield","is_ca":false},{"name":"Kirsten Bibbins‐Domingo","is_ca":false},{"name":"Stephen Hancocks","is_ca":false},{"name":"Richard Horton","is_ca":false},{"name":"Laurie Laybourn‐Langton","is_ca":false},{"name":"Robert Mash","is_ca":false},{"name":"Peush ‎Sahni","is_ca":false},{"name":"Wadeia Mohammad Sharief","is_ca":false},{"name":"Paul Yonga","is_ca":false},{"name":"Chris Zielinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1311610248422978,"gpt":0.5442334140815859,"spread":0.413072389239288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007937321,0.0001753757,0.0004004214,0.0002012112,0.0009753904,0.00008311425,0.000638645,0.0001290201,0.005316143],"category_scores_gemma":[0.00005019672,0.0001196442,0.00006934198,0.002326396,0.0001141515,0.0002835444,0.0007906989,0.001303883,0.004495638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007707235,"about_ca_system_score_gemma":0.0001999765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000876796,"about_ca_topic_score_gemma":0.000312495,"domain_scores_codex":[0.9946139,0.0007296983,0.000788503,0.0003228078,0.001812535,0.001732538],"domain_scores_gemma":[0.9968472,0.0002600315,0.0002356256,0.0002555213,0.0001040131,0.002297617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001957093,0.0009445995,0.03182644,0.004686999,0.00007152044,0.0001609952,0.0198379,0.0001348037,0.0007657764,0.0002436491,0.5803092,0.3590611],"study_design_scores_gemma":[0.004000023,0.008655053,0.5409722,0.001636022,0.00006673651,0.0004762316,0.01676046,0.0052529,0.0004783639,0.006972295,0.4139998,0.0007299302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7234508,0.004483838,0.000001195986,0.2692293,0.000216823,0.0007664214,0.00009889879,0.00003290193,0.001719784],"genre_scores_gemma":[0.8237322,0.1091262,0.0002363184,0.06528581,0.00095131,0.00003091959,0.00002193075,0.0000578147,0.0005575097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5091457,"threshold_uncertainty_score":0.9962795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353070287","doi":"10.1093/jphsr/rmad005","title":"Editor-in-Chief letter of introduction","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Globe; Multidisciplinary approach; Medicine; Public relations; Politics; Health policy; Perspective (graphical); Engineering ethics; Political science; Sociology; Social science; Law; Nursing; Public health","authors":[{"name":"Jillian Clare Köhler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1991037026607464,"gpt":0.5585629762707638,"spread":0.3594592736100174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006739677,0.0001251257,0.0005490373,0.001028803,0.00008959709,0.00002087791,0.0002550169,0.0001000752,0.0004479527],"category_scores_gemma":[0.0001720514,0.00009527741,0.0001422879,0.001735321,0.0001386703,0.0003400766,0.0001272959,0.001965764,0.0001360389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163617,"about_ca_system_score_gemma":0.0003656514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006499226,"about_ca_topic_score_gemma":0.000008412832,"domain_scores_codex":[0.995472,0.0006777558,0.001118645,0.0002089755,0.001785483,0.0007372046],"domain_scores_gemma":[0.9972004,0.0009627624,0.0003233084,0.000204711,0.0006502434,0.000658532],"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":[0.02312748,0.005161479,0.3472787,0.03212187,0.0006345292,0.001124985,0.00646035,0.000346944,0.04021761,0.001010114,0.4250505,0.1174654],"study_design_scores_gemma":[0.004977393,0.001945511,0.04949634,0.000666459,0.00005252939,0.0001465395,0.001143301,0.01063839,0.005088935,0.000333266,0.925383,0.0001283601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8169743,0.001951619,0.00001992257,0.1744747,0.005019945,0.0007931511,0.000009187202,0.00002995279,0.0007272877],"genre_scores_gemma":[0.977065,0.003776909,0.0002536206,0.004902936,0.01373035,0.000005753682,0.00001037066,0.00002642547,0.0002286924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5003324,"threshold_uncertainty_score":0.8540376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382645922","doi":"10.1093/jphsr/rmad037","title":"The impact of online medication reviews and educational workshops on deprescribing during the COVID-19 pandemic: a controlled before-after study","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Polypharmacy; Deprescribing; Odds ratio; Beers Criteria; Psychological intervention; Intervention (counseling); Logistic regression; Odds; Medication therapy management; Family medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Nursing; Internal medicine; Pharmacy; Pharmacist","authors":[{"name":"Lina Al‐Sakran","is_ca":true},{"name":"Greg Carney","is_ca":true},{"name":"Malcolm Maclure","is_ca":true},{"name":"Anat Fisher","is_ca":true},{"name":"Thomas L. Perry","is_ca":true},{"name":"Colin R. Dormuth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3786315379038374,"gpt":0.6287004817759063,"spread":0.250068943872069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01489815,0.0001664502,0.000643924,0.0003286795,0.0005771414,0.00006063304,0.0003617655,0.00006338292,0.0001609612],"category_scores_gemma":[0.001780705,0.00007247938,0.0002258726,0.0008489946,0.0002288559,0.0001673696,0.0001719303,0.001763863,0.00001509879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406635,"about_ca_system_score_gemma":0.001039743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810994,"about_ca_topic_score_gemma":0.000128178,"domain_scores_codex":[0.9940184,0.002332967,0.001327312,0.0002132149,0.001524267,0.000583884],"domain_scores_gemma":[0.9900033,0.007574656,0.0006197518,0.0002931798,0.0004447019,0.001064361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0265436,0.001819793,0.9178958,0.002183746,0.0005785023,0.00004203034,0.006351972,0.00007715302,0.0002261079,0.0000366529,0.0006750639,0.04356958],"study_design_scores_gemma":[0.01448552,0.002663222,0.9495,0.0007831465,0.0001825693,0.0002440675,0.004061408,0.01213822,0.000008071354,0.0002904522,0.01554602,0.00009736668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336502,0.01010668,0.00000451937,0.05360832,0.000168184,0.002408265,0.00001302863,0.00001003739,0.00003078658],"genre_scores_gemma":[0.9761422,0.01999648,0.00001981665,0.003096185,0.0004998319,0.00007641136,0.000006477434,0.00001668629,0.0001458614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05051214,"threshold_uncertainty_score":0.7663207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366004124","doi":"10.1093/jphsr/rmad023","title":"Trends in estimated total retail dispensed prescriptions of purported COVID-19 treatments and preventions in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Medical prescription; Famotidine; Coronavirus disease 2019 (COVID-19); Hydroxychloroquine; Family medicine; Environmental health; Internal medicine; Pharmacology","authors":[{"name":"Wajd Alkabbani","is_ca":true},{"name":"John‐Michael Gamble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1569702802221867,"gpt":0.4841662176162965,"spread":0.3271959373941098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350927,0.00009617995,0.000366557,0.0007529484,0.0001419269,0.000008033844,0.0001795328,0.00008924332,0.0004050439],"category_scores_gemma":[0.00004350166,0.0000772665,0.00004441852,0.001301313,0.0001474204,0.00009352851,0.00008162604,0.0006462759,0.000007537639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319229,"about_ca_system_score_gemma":0.001949769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3298542,"about_ca_topic_score_gemma":0.5864361,"domain_scores_codex":[0.9976597,0.000706289,0.0007455703,0.0001667166,0.0001859421,0.0005357636],"domain_scores_gemma":[0.999024,0.0003501984,0.0001882798,0.0001134059,0.0001141696,0.0002099744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004450175,0.002343593,0.8686446,0.004728307,0.0007358553,0.001255098,0.006269974,0.0007044871,0.05416056,0.0003956433,0.006848577,0.04946312],"study_design_scores_gemma":[0.00523212,0.000404959,0.9834806,0.0007036557,0.00003048364,0.0001377912,0.003449941,0.002040028,0.001188162,0.0001227966,0.003104916,0.0001045319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908341,0.004890963,0.000003683264,0.003742217,0.0001474201,0.0002234046,0.0000693304,0.000006466066,0.00008237895],"genre_scores_gemma":[0.9960717,0.002668517,0.00002615258,0.0001428545,0.000009634447,0.000004174899,0.00004386364,0.000007855989,0.00102526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2565819,"threshold_uncertainty_score":0.6746083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417523765","doi":"10.1093/jphsr/rmaf025","title":"Is there another reason for the change in the rate of recommendations to reimburse from Canada’s drug agency?","year":2025,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Fraser Institute; Institute of Health Services and Policy Research; Canadian Institute for Health Information","funders":"","keywords":"Reimbursement; Drug; Agency (philosophy); Drug approval; MEDLINE; Alliance","authors":[{"name":"Nigel S. B. Rawson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5928083807333168,"gpt":0.609656721985626,"spread":0.01684834125230927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04880954,0.0001152429,0.0006102029,0.000386049,0.0003355983,0.00006257534,0.000964803,0.00006234043,0.0005254753],"category_scores_gemma":[0.0006121739,0.00008676407,0.00009815492,0.0006651642,0.00005094395,0.0002130692,0.00007781664,0.0006179612,0.00003186606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008124019,"about_ca_system_score_gemma":0.001535278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5184957,"about_ca_topic_score_gemma":0.3312568,"domain_scores_codex":[0.9941943,0.001774286,0.003002897,0.0002538711,0.000245533,0.000529138],"domain_scores_gemma":[0.9899948,0.007936094,0.001127045,0.0004105674,0.0003392205,0.0001923088],"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":[0.001204865,0.0009314069,0.08865099,0.006271946,0.0005911685,0.00000739694,0.1137153,0.0001849273,0.00001905637,0.06078077,0.6918491,0.03579309],"study_design_scores_gemma":[0.001214535,0.0001160336,0.1025652,0.0007734681,0.00001043539,0.000001256852,0.01171917,0.00794703,0.0000467768,0.009285731,0.8662124,0.0001079917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.128011,0.01840372,0.0002719868,0.8497425,0.0006656265,0.00183523,0.0005315344,0.000002754171,0.0005355954],"genre_scores_gemma":[0.8234923,0.003802075,0.0005492609,0.1711793,0.0004866553,0.0001705678,0.00000872393,0.00001828262,0.0002928223],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6954812,"threshold_uncertainty_score":0.9794508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023796674","doi":"10.1111/jphs.12357","title":"Some lessons from the COVID‐19 pandemic","year":2020,"lang":"en","type":"editorial","venue":"Journal of Pharmaceutical Health Services Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Outbreak; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Albert I. Wertheimer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4394791502507888,"gpt":0.6594098268202738,"spread":0.219930676569485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01331552,0.0004901013,0.001322338,0.000407535,0.0009919627,0.0001905342,0.003133876,0.001066588,0.002289846],"category_scores_gemma":[0.000656915,0.0003359395,0.0004138082,0.00088388,0.0004302012,0.0002199152,0.0007314056,0.01408172,0.0009052408],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003980664,"about_ca_system_score_gemma":0.01935791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676318,"about_ca_topic_score_gemma":0.001520133,"domain_scores_codex":[0.9843635,0.005989604,0.002064829,0.0008621322,0.004715813,0.002004099],"domain_scores_gemma":[0.9699348,0.02290548,0.001148682,0.0007474368,0.0008166771,0.004446928],"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":[0.00328551,0.0004048872,0.000944558,0.00293196,0.0002926153,0.0003489954,0.00785055,0.000001608855,0.00001886256,0.0003630727,0.9671068,0.01645061],"study_design_scores_gemma":[0.003318966,0.001102005,0.0003721039,0.0005165935,0.00008394785,0.00004844285,0.003502432,0.0000521922,0.00000285607,0.00194472,0.9888189,0.0002368586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00103648,0.09293348,0.00003276494,0.1539059,0.7485501,0.001368985,0.001795995,0.00006903982,0.0003072436],"genre_scores_gemma":[0.005579035,0.04504283,0.00004688348,0.05529527,0.8929614,0.00005323473,0.0002424292,0.0001215704,0.0006573569],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1444113,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}