{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":52,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":52,"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":"46dfdd0e24f0","filters":{"venue":"Journal of Managed Care & Specialty Pharmacy"}},"results":[{"id":"W4210450301","doi":"10.18553/jmcp.2022.28.2.157","title":"Burden of hospitalization for heart failure in the United States: a systematic literature review","year":2022,"lang":"en","type":"review","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Broadcom (Canada)","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Indirect costs; MEDLINE; Diabetes mellitus; Systematic review; Internal medicine; Demography; Emergency medicine; Endocrinology","authors":[{"name":"Katherine M. Osenenko","is_ca":true},{"name":"Effie Kuti","is_ca":false},{"name":"Alison Deighton","is_ca":true},{"name":"Pratik Pimple","is_ca":false},{"name":"Shelagh M. Szabo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04177637764311661,"gpt":0.3697112308653921,"spread":0.3279348532222756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005183532,0.001051574,0.005695412,0.01132576,0.0005000526,0.001273821,0.0009912476,0.0009260958,0.003278723],"category_scores_gemma":[0.02325317,0.0008027136,0.006516168,0.01138781,0.0005086709,0.001360862,0.001296591,0.0008676023,0.0001875269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245818,"about_ca_system_score_gemma":0.00684722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217167,"about_ca_topic_score_gemma":0.03429373,"domain_scores_codex":[0.9957157,0.001473404,0.001575645,0.0004221289,0.0006565545,0.0001566407],"domain_scores_gemma":[0.984617,0.01071522,0.002943595,0.0002137533,0.001297779,0.0002126194],"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":[0.0003324729,0.00001866692,0.008041753,0.9093887,0.03441922,0.0001345083,0.0002139654,0.0001603671,0.0001193181,0.0002513154,0.003740042,0.04317974],"study_design_scores_gemma":[0.0004353655,0.0002706215,0.0387776,0.7301303,0.210286,0.0006943,0.0006031015,0.0002087369,0.000177762,0.0004788404,0.01786529,0.00007210027],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002675236,0.9954975,0.00008830137,0.0002341813,0.00006833286,0.0001279268,0.001115125,0.000007546916,0.000185838],"genre_scores_gemma":[0.03141481,0.9667846,0.0004554102,0.0002910568,0.00005974852,0.0002733947,0.0006395807,0.000004771103,0.00007670026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01217167,"threshold_uncertainty_score":0.02741349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2580331578","doi":"10.18553/jmcp.2017.23.2.125","title":"Payer Perspectives on Patient-Reported Outcomes in Health Care Decision Making: Oncology Examples","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reimbursement; Family medicine; Medicine; MEDLINE; Agency (philosophy); Health care; Political science","authors":[{"name":"Andrew P. Brogan","is_ca":false},{"name":"Carla DeMuro","is_ca":false},{"name":"Amy Barrett","is_ca":false},{"name":"Denise D’Alessio","is_ca":false},{"name":"V Bal","is_ca":false},{"name":"S. Hogue","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05962344223072856,"gpt":0.362654184564635,"spread":0.3030307423339064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04154523,0.0003377522,0.0004351184,0.002440046,0.001688738,0.004013168,0.000618195,0.002138017,0.002747154],"category_scores_gemma":[0.06995583,0.0001857627,0.0007750106,0.004662885,0.005088786,0.005729771,0.002967528,0.003250923,0.0001523917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109073,"about_ca_system_score_gemma":0.004102987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297707,"about_ca_topic_score_gemma":0.002819486,"domain_scores_codex":[0.9654087,0.0303716,0.001026971,0.0003511231,0.002061502,0.0007799897],"domain_scores_gemma":[0.7504333,0.2381285,0.004671838,0.0008760744,0.004936032,0.0009541502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000470335,0.0005447022,0.03535582,0.01497919,0.0003282609,0.002526322,0.3231909,0.001627444,0.0006437643,0.2091558,0.02225386,0.3889237],"study_design_scores_gemma":[0.0002734317,0.0008309215,0.06314723,0.03963423,0.0004163923,0.004169727,0.3683904,0.002381873,0.001639218,0.1793855,0.3394671,0.0002638412],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2733308,0.269015,0.01586372,0.3236333,0.001314997,0.0002616868,0.0003505216,0.00002730981,0.1162025],"genre_scores_gemma":[0.9107493,0.07295844,0.003292962,0.01097948,0.000883127,0.0002336608,0.00007154089,0.00001403256,0.0008175702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04154523,"threshold_uncertainty_score":0.2197148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914798425","doi":"10.18553/jmcp.2019.25.2.205","title":"Health Care Resource Utilization and Exacerbation Rates in Patients with COPD Stratified by Disease Severity in a Commercially Insured Population","year":2019,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Exacerbation; Spirometry; Obstructive lung disease; Population; Cohort; Retrospective cohort study; Cohort study; Intensive care medicine; Emergency medicine; Rate ratio; Internal medicine; Environmental health; Asthma","authors":[{"name":"Anna Wallace","is_ca":false},{"name":"Shuchita Kaila","is_ca":false},{"name":"Valentina Bayer","is_ca":false},{"name":"Asif Shaikh","is_ca":false},{"name":"Mayura Shinde","is_ca":false},{"name":"Vincent J. Willey","is_ca":false},{"name":"Mark Napier","is_ca":false},{"name":"Joseph Singer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01654945398978596,"gpt":0.3188176105558088,"spread":0.3022681565660228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006141181,0.0002116689,0.0003264797,0.0009104902,0.0003658991,0.0006635939,0.0003391354,0.0005197473,0.001345871],"category_scores_gemma":[0.002561603,0.0002178774,0.0006264079,0.001213102,0.0003227126,0.0005319669,0.0005907611,0.0005845769,0.0001854985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005652143,"about_ca_system_score_gemma":0.000412709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395272,"about_ca_topic_score_gemma":0.01034648,"domain_scores_codex":[0.9994203,0.00013957,0.00007483283,0.0001251771,0.0001219798,0.000118153],"domain_scores_gemma":[0.9984667,0.0002263071,0.000825214,0.00006307942,0.0001206626,0.0002980683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003386409,0.0000174994,0.9995084,0.000002498247,0.00003106664,0.00002946572,0.00002434853,0.00004646943,0.00003737904,0.000008924284,0.0000603558,0.0001997036],"study_design_scores_gemma":[0.000003865394,0.00003242572,0.9994916,0.000002281289,0.00001025935,0.00008881542,0.00007248102,0.0002538454,0.000009341395,0.00001043303,0.00002274728,0.000001916378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993364,0.0000911724,0.00001631157,0.00005107065,0.000002116357,0.000003979338,0.0003580572,0.000001436991,0.0001393942],"genre_scores_gemma":[0.9994843,0.00003923349,0.00001608069,0.00002162862,0.000006239321,0.000005165081,0.0003982143,5.623792e-7,0.00002854158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395272,"threshold_uncertainty_score":0.02774304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215057584","doi":"10.18553/jmcp.2021.21290","title":"Economic burden of attention-deficit/hyperactivity disorder among adults in the United States: a societal perspective","year":2021,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Indirect costs; Medicine; Psychiatry; Health care; Attention deficit hyperactivity disorder; Health economics; Unemployment; Population; Productivity; Economic cost; Gerontology; Depression (economics); Government (linguistics); Demography; Public health; Environmental health; Economic growth; Business; Economics; Nursing","authors":[{"name":"Jeff Schein","is_ca":false},{"name":"Lenard A. Adler","is_ca":false},{"name":"Ann Childress","is_ca":false},{"name":"Patrick Gagnon‐Sanschagrin","is_ca":true},{"name":"M. Davidson","is_ca":true},{"name":"Frédéric Kinkead","is_ca":true},{"name":"Martin Cloutier","is_ca":true},{"name":"Annie Guérin","is_ca":true},{"name":"Patrick Lefèbvre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02244338430373089,"gpt":0.334001141817953,"spread":0.3115577575142222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008176651,0.0003257612,0.0002590446,0.001958149,0.0004684138,0.001351905,0.0002647245,0.0005134602,0.002578708],"category_scores_gemma":[0.003221498,0.0001160039,0.0006680618,0.002157883,0.0002925374,0.0007669898,0.001007959,0.0008712723,0.0001816873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593459,"about_ca_system_score_gemma":0.00178987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02797181,"about_ca_topic_score_gemma":0.04508003,"domain_scores_codex":[0.9991055,0.0003506924,0.000107756,0.0000517589,0.0002582519,0.0001259669],"domain_scores_gemma":[0.9984705,0.000211308,0.0006247918,0.00002317813,0.0004392143,0.0002310809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002455658,0.000241624,0.7746382,0.000997941,0.001377846,0.001422804,0.0007250343,0.003534085,0.0003530428,0.009338591,0.06333003,0.1437953],"study_design_scores_gemma":[0.00004862531,0.0002681068,0.9220559,0.003002865,0.0009713837,0.002055574,0.0049138,0.005010881,0.0003194629,0.004872372,0.05640914,0.00007195023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7912623,0.06342509,0.00161382,0.06592669,0.0009176242,0.0002125957,0.02356353,0.00005833472,0.05302002],"genre_scores_gemma":[0.9597476,0.02967653,0.001181383,0.002859001,0.00048397,0.0000757497,0.004878499,0.00001022442,0.001087154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02797181,"threshold_uncertainty_score":0.05561799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883086901","doi":"10.18553/jmcp.2018.18058","title":"Cycling Through Migraine Preventive Treatments: Implications for All-Cause Total Direct Costs and Disease-Specific Costs","year":2018,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Migraine; Medical prescription; Population; Observational study; Emergency department; Diagnosis code; Prescription drug; Pediatrics; Emergency medicine; Psychiatry; Internal medicine","authors":[{"name":"Janet H. Ford","is_ca":false},{"name":"Krista Schroeder","is_ca":false},{"name":"Allen W. Nyhuis","is_ca":false},{"name":"Shonda A. Foster","is_ca":false},{"name":"Sheena K. Aurora","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06578407431193879,"gpt":0.3887354786487766,"spread":0.3229514043368378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004077611,0.0004508017,0.0006511854,0.001794999,0.0004750533,0.001434237,0.000851476,0.0005366799,0.003681023],"category_scores_gemma":[0.01899955,0.0003052529,0.002853549,0.003124869,0.0003382721,0.001068121,0.001161901,0.00176996,0.0001728118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197305,"about_ca_system_score_gemma":0.001937701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290672,"about_ca_topic_score_gemma":0.0305347,"domain_scores_codex":[0.996442,0.001476894,0.0005553669,0.0005913685,0.0004669247,0.0004674107],"domain_scores_gemma":[0.990506,0.003414505,0.004379479,0.000375761,0.0007411725,0.0005830338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003060635,0.00008605365,0.9855475,0.0001310741,0.0008686727,0.00008726238,0.00008436364,0.001450605,0.00003711952,0.001157361,0.001741047,0.00850292],"study_design_scores_gemma":[0.00004228785,0.0001025866,0.9881856,0.0001725572,0.0006239961,0.0002494547,0.0002633388,0.006692149,0.0000712808,0.00185776,0.001724483,0.00001452273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675639,0.005823326,0.002073815,0.004921874,0.0001485245,0.0001685301,0.01602226,0.00002210153,0.003255549],"genre_scores_gemma":[0.993364,0.0009366736,0.0009547899,0.0004465895,0.00009947649,0.0001169993,0.003724582,0.00001232609,0.0003446129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290672,"threshold_uncertainty_score":0.04554677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2580021056","doi":"10.18553/jmcp.2017.23.2.214","title":"Health Care Resource Utilization and Costs in Patients with Chronic Myeloid Leukemia with Better Adherence to Tyrosine Kinase Inhibitors and Increased Molecular Monitoring Frequency","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Myeloid leukemia; Emergency medicine; Health care; Internal medicine; Incidence (geometry); Intensive care medicine","authors":[{"name":"Dominick Latrémouille-Viau","is_ca":true},{"name":"Annie Guérin","is_ca":true},{"name":"Patrick Gagnon‐Sanschagrin","is_ca":true},{"name":"Katherine Dea","is_ca":true},{"name":"Benjamin G. Cohen","is_ca":false},{"name":"George J Joseph","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01554007417263507,"gpt":0.2981200638628251,"spread":0.28257998969019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001935026,0.000379467,0.0005201954,0.0006217847,0.000361241,0.0012553,0.000594246,0.0008734226,0.002508321],"category_scores_gemma":[0.007398268,0.0003746579,0.001761699,0.001128955,0.0003615055,0.000757686,0.000851734,0.001130695,0.0001009202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131693,"about_ca_system_score_gemma":0.002330913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03726605,"about_ca_topic_score_gemma":0.02689874,"domain_scores_codex":[0.9985404,0.0006760402,0.0001155013,0.0002156113,0.0001531762,0.0002992507],"domain_scores_gemma":[0.9965574,0.001655056,0.001253063,0.00008364534,0.0001426045,0.0003083802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004079446,0.0004352262,0.9339555,0.00007311387,0.0004967892,0.0003417413,0.0001015512,0.05708659,0.00008962491,0.001198443,0.0006010176,0.005212491],"study_design_scores_gemma":[0.0001994857,0.0006425362,0.7191685,0.0001961278,0.0004628615,0.0006212335,0.000877887,0.2744029,0.0001690343,0.002203122,0.001008245,0.00004802084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967899,0.0003570625,0.0005977066,0.0007778869,0.000009530723,0.00003209079,0.0007056275,0.000004431231,0.000725851],"genre_scores_gemma":[0.9990965,0.0001217988,0.0002847887,0.00006462091,0.000007201496,0.00002332415,0.0003116597,0.00000100363,0.00008918119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03726605,"threshold_uncertainty_score":0.07409829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785395993","doi":"10.18553/jmcp.2018.24.2.173","title":"Prevalence and Management of Drug-Related Problems in Chronic Kidney Disease Patients by Severity Level: A Subanalysis of a Cluster Randomized Controlled Trial in Community Pharmacies","year":2018,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Integre de Sante et de Services Sociaux de Laval; Université de Montréal","funders":"","keywords":"Medicine; Kidney disease; Pharmacy; Internal medicine; Randomized controlled trial; Medication therapy management; Nephrology; Pharmaceutical care; Cluster (spacecraft); Physical therapy; Pharmacist; Emergency medicine; Family medicine","authors":[{"name":"Patricia Quintana-Bárcena","is_ca":true},{"name":"Anne Lord","is_ca":true},{"name":"Annie Lizotte","is_ca":true},{"name":"Djamal Berbiche","is_ca":true},{"name":"Lyne Lalonde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05018344472814139,"gpt":0.3703697321936213,"spread":0.3201862874654799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007851174,0.001367281,0.004717261,0.0006914615,0.0006956464,0.001067113,0.001275185,0.001863514,0.003416352],"category_scores_gemma":[0.01021755,0.0009447873,0.006072642,0.0008159415,0.001141344,0.001075869,0.0008160904,0.00225826,0.0002741301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618766,"about_ca_system_score_gemma":0.002450003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004492646,"about_ca_topic_score_gemma":0.006036709,"domain_scores_codex":[0.9922302,0.004990093,0.0006600206,0.001071886,0.0004946163,0.0005531365],"domain_scores_gemma":[0.9924452,0.003141312,0.001730416,0.0009298495,0.0006038581,0.001149409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9799901,0.004852139,0.003520254,0.0005793335,0.005584978,0.00001528628,0.00005079032,0.0002163245,0.0003496413,0.00003116604,0.000224627,0.00458536],"study_design_scores_gemma":[0.9156944,0.06312219,0.01517838,0.00005418287,0.00457069,0.00001663129,0.00003948762,0.0008531368,0.0002010931,0.00009721974,0.000151967,0.00002061858],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927652,0.002371905,0.000501957,0.0002911311,0.0002377507,0.002962169,0.0003395372,0.00005401973,0.0004763464],"genre_scores_gemma":[0.9930826,0.0007523639,0.001323818,0.0003240875,0.0002204856,0.00351848,0.0003180659,0.000009977335,0.0004500516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007851174,"threshold_uncertainty_score":0.04152143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617020364","doi":"10.18553/jmcp.2017.23.6.633","title":"The Direct Cost of Managing a Rare Disease: Assessing Medical and Pharmacy Costs Associated with Duchenne Muscular Dystrophy in the United States","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"PTC Therapeutics; Sarepta Therapeutics; GlaxoSmithKline; Eli Lilly and Company","keywords":"Medicine; Duchenne muscular dystrophy; Diagnosis code; Cohort; Pharmacy; Health care; Cohort study; Medical prescription; Emergency medicine; Pediatrics; Family medicine; Internal medicine; Population; Environmental health","authors":[{"name":"Sarah Thayer","is_ca":true},{"name":"Christopher F. Bell","is_ca":false},{"name":"Craig M. McDonald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0143797223247459,"gpt":0.315511823919588,"spread":0.3011321015948421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009346423,0.0002221444,0.0002680258,0.001729863,0.000281317,0.0006213591,0.0004235301,0.0003174731,0.0008054363],"category_scores_gemma":[0.004549462,0.0001677925,0.0004974076,0.001398624,0.0002139275,0.0003934446,0.0007445024,0.0003692834,0.00006210934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374695,"about_ca_system_score_gemma":0.0006158293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919621,"about_ca_topic_score_gemma":0.02501106,"domain_scores_codex":[0.9991596,0.0002544974,0.000171613,0.00009789054,0.0002483939,0.00006804603],"domain_scores_gemma":[0.9966668,0.0005598589,0.0022044,0.0000579505,0.0002512595,0.0002595849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000300382,0.00003424874,0.9980799,0.00001257836,0.00006434035,0.00003718939,0.00001692694,0.0001974128,0.00002866487,0.00002195398,0.000148528,0.001328328],"study_design_scores_gemma":[0.000004850278,0.0000450644,0.9983426,0.00001433502,0.00003602485,0.0002050131,0.00008917791,0.001099263,0.00002801065,0.00002344839,0.0001097689,0.000002474057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981365,0.0003735752,0.00006742775,0.0001088808,0.000002809806,0.00001651618,0.0009281344,0.000002836021,0.0003633243],"genre_scores_gemma":[0.9988483,0.0001881085,0.0001517203,0.00003802805,0.000008897034,0.00001126774,0.00070577,7.262576e-7,0.0000471705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01919621,"threshold_uncertainty_score":0.03816897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582881778","doi":"10.18553/jmcp.2017.23.2.247","title":"Comparing the Approval and Coverage Decisions of New Oncology Drugs in the United States and Other Selected Countries","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Reimbursement; Family medicine; Prescription drug; Anticancer drug; Drug approval; Orphan drug; Medical prescription; Drug; Health care; Pharmacology; Political science","authors":[{"name":"Yuting Zhang","is_ca":false},{"name":"Hana Chantel Hueser","is_ca":false},{"name":"Inmaculada Hernandez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05968202333567807,"gpt":0.3149378234499857,"spread":0.2552558001143076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004119942,0.0001853616,0.0003052561,0.003440148,0.0003606299,0.001881518,0.0005541703,0.000617416,0.003592439],"category_scores_gemma":[0.02963801,0.0002272972,0.001024835,0.004930189,0.0005624777,0.0008952121,0.001045179,0.0007094131,0.0003182768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00361591,"about_ca_system_score_gemma":0.002042113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1037066,"about_ca_topic_score_gemma":0.106051,"domain_scores_codex":[0.9945217,0.002174756,0.0008243627,0.0006193325,0.001193178,0.0006667186],"domain_scores_gemma":[0.9691887,0.01133032,0.01256687,0.0006222405,0.005438952,0.0008528766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008044639,0.0001093546,0.9361893,0.0003963036,0.001339524,0.0002913142,0.0006877395,0.006883091,0.0002366776,0.002875681,0.01880138,0.03138525],"study_design_scores_gemma":[0.0001196427,0.0001826245,0.9767436,0.0003545447,0.0005764823,0.0003287201,0.001263086,0.00291782,0.0004903112,0.0004840014,0.01649257,0.0000465267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520214,0.009244416,0.0006884453,0.003902898,0.0001549835,0.0001019851,0.01187802,0.00003681113,0.02197098],"genre_scores_gemma":[0.9885512,0.001922399,0.0005351686,0.00125914,0.00007570945,0.00005661794,0.006792242,0.00001487237,0.0007927036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037066,"threshold_uncertainty_score":0.206206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2202332854","doi":"10.18553/jmcp.2015.21.11.982","title":"Administration and Burden of Subcutaneous Immunotherapy for Allergic Rhinitis in U.S. and Canadian Clinical Practice","year":2015,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Administration (probate law); Immunotherapy; MEDLINE; Food and drug administration; Clinical Practice; Dermatology; Intensive care medicine; Family medicine; Immunology; Pharmacology; Immune system","authors":[{"name":"Steven W. Blume","is_ca":false},{"name":"Karen Yeomans","is_ca":false},{"name":"Felicia Allen‐Ramey","is_ca":false},{"name":"Nancy Smith","is_ca":false},{"name":"Harold Kim","is_ca":false},{"name":"Richard F. Lockey","is_ca":false},{"name":"Michael B. Nichol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04688621297761729,"gpt":0.3700568272371458,"spread":0.3231706142595285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106389,0.0002802537,0.0002733378,0.001405486,0.00204364,0.001439807,0.001095289,0.0005630527,0.00372325],"category_scores_gemma":[0.005615713,0.0002853076,0.0004745459,0.003873768,0.0007248254,0.0004585556,0.0008716015,0.0007974283,0.0002921252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03769022,"about_ca_system_score_gemma":0.04880108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9686349,"about_ca_topic_score_gemma":0.9785615,"domain_scores_codex":[0.9965738,0.0003115604,0.0002273769,0.0003377743,0.001817188,0.0007322973],"domain_scores_gemma":[0.993304,0.0004495699,0.002784994,0.0000969235,0.001769372,0.001595082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001699406,0.00009983779,0.9500533,0.0001971272,0.00008557873,0.0003348249,0.001036617,0.0002228125,0.0003415493,0.000329878,0.00793277,0.0391958],"study_design_scores_gemma":[0.00002271568,0.00009133701,0.9919099,0.0001687394,0.00005142418,0.0004537478,0.002423181,0.0004825345,0.00006791035,0.00004024422,0.00426843,0.00001988532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738725,0.005565825,0.0001954001,0.005142691,0.00006149169,0.0001354569,0.00405133,0.00004020662,0.01093495],"genre_scores_gemma":[0.9927664,0.003726298,0.000510937,0.0009114497,0.00004220306,0.00003050541,0.001103349,0.00001043402,0.0008983688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9686349,"threshold_uncertainty_score":0.273463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226088426","doi":"10.18553/jmcp.2022.28.2.146","title":"Consolidated Health Economic Evaluation Reporting Standards 2022 (CHEERS 2022) statement: updated reporting guidance for health economic evaluations","year":2022,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics","funders":"National Institute for Health and Care Research","keywords":"Checklist; Economic evaluation; Context (archaeology); Health care; Public health; Stakeholder; Public relations; Medicine; Guideline; Political science; Psychology; Nursing; Law","authors":[{"name":"Don Husereau","is_ca":true},{"name":"Michael Drummond","is_ca":false},{"name":"Federico Augustovski","is_ca":false},{"name":"Esther W. de Bekker‐Grob","is_ca":false},{"name":"Andrew Briggs","is_ca":false},{"name":"Chris Carswell","is_ca":false},{"name":"Lisa Caulley","is_ca":false},{"name":"Nathorn Chaiyakunapruk","is_ca":false},{"name":"Dan Greenberg","is_ca":false},{"name":"Elizabeth Loder","is_ca":false},{"name":"Josephine Mauskopf","is_ca":false},{"name":"C. Daniel Mullins","is_ca":false},{"name":"Stavros Petrou","is_ca":false},{"name":"Raoh‐Fang Pwu","is_ca":false},{"name":"Sophie Staniszewska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.291926872095511,"gpt":0.5341751292409163,"spread":0.2422482571454052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3552569,0.004913599,0.01158999,0.02125641,0.002628722,0.01905913,0.01034502,0.01289465,0.05040152],"category_scores_gemma":[0.7228292,0.004589986,0.0146547,0.03951825,0.005036842,0.01068355,0.008238486,0.02288978,0.02907618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393175,"about_ca_system_score_gemma":0.05262755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080266,"about_ca_topic_score_gemma":0.005609726,"domain_scores_codex":[0.4853124,0.3137734,0.1119766,0.008167418,0.07529483,0.005475287],"domain_scores_gemma":[0.2670116,0.3763275,0.09263197,0.04035619,0.2194397,0.004233004],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001296463,0.0001562354,0.001172929,0.04572259,0.001456848,0.0001397016,0.0006835286,0.002375066,0.0002062799,0.02328617,0.8003899,0.1231144],"study_design_scores_gemma":[0.002058685,0.0002482918,0.003448485,0.0876812,0.001683918,0.0002724179,0.0004582882,0.0036221,0.001030056,0.03775299,0.8612835,0.0004600699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.002610139,0.06900628,0.2302718,0.1137421,0.04082739,0.1286421,0.3208454,0.01125395,0.08280092],"genre_scores_gemma":[0.0190647,0.07216743,0.3079341,0.02970047,0.007695898,0.3183704,0.2213123,0.004760432,0.01899415],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6447431,"threshold_uncertainty_score":0.7950831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2619351549","doi":"10.18553/jmcp.2017.23.6-a.s34","title":"Measuring the Value of New Drugs: Validity and Reliability of 4 Value Assessment Frameworks in the Oncology Setting","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"David Geffen School of Medicine, University of California, Los Angeles; California State University, East Bay; Eisai; Memorial Sloan-Kettering Cancer Center; University of California, Los Angeles; City of Hope; Tufts Medical Center","keywords":"Medicine; Concordance; Oncology; Clinical Oncology; Intraclass correlation; Prostate cancer; Breast cancer; Internal medicine; Inter-rater reliability; Cancer; Family medicine; Gynecology; Statistics; Psychometrics; Clinical psychology","authors":[{"name":"Tanya G. K. Bentley","is_ca":false},{"name":"Joshua T. Cohen","is_ca":false},{"name":"Elena B. Elkin","is_ca":false},{"name":"Julie Huynh","is_ca":false},{"name":"Arnab Mukherjea","is_ca":false},{"name":"Thanh H. Neville","is_ca":false},{"name":"Matthew Mei","is_ca":false},{"name":"Ronda Copher","is_ca":false},{"name":"Russell L. Knoth","is_ca":false},{"name":"Ioana Popescu","is_ca":false},{"name":"Jackie Lee","is_ca":false},{"name":"Jenelle M. Zambrano","is_ca":false},{"name":"Michael S. Broder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.27371123389672,"gpt":0.4738505961901953,"spread":0.2001393622934753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1732734,0.000656031,0.001339426,0.008518026,0.001840155,0.004366484,0.001760499,0.00107091,0.0005771745],"category_scores_gemma":[0.2848965,0.0005520559,0.002497117,0.005262375,0.004377843,0.002895981,0.006915372,0.001977542,0.0001288179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00602568,"about_ca_system_score_gemma":0.00959105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005820004,"about_ca_topic_score_gemma":0.007338873,"domain_scores_codex":[0.8188105,0.1113676,0.01629646,0.005561905,0.04463096,0.003332581],"domain_scores_gemma":[0.554073,0.2906333,0.07227381,0.01730295,0.05991299,0.005803972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008107501,0.0003975433,0.8430617,0.001223386,0.001801835,0.0001373975,0.01546935,0.003663947,0.0007878251,0.003918997,0.002685445,0.1260418],"study_design_scores_gemma":[0.0002050806,0.001558267,0.9214559,0.002325326,0.0005546695,0.0003417815,0.01804988,0.02561964,0.002552969,0.01451178,0.01249191,0.0003328071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633352,0.002767848,0.01566673,0.001762288,0.0001605492,0.001288754,0.0004771317,0.0000879507,0.01445354],"genre_scores_gemma":[0.9854373,0.0004487878,0.01301051,0.0001723062,0.00002636904,0.0005093401,0.0002664649,0.00001398431,0.0001149496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732734,"threshold_uncertainty_score":0.9163684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589158462","doi":"10.18553/jmcp.2017.23.3.355","title":"Prescription Drug Utilization and Reimbursement Increased Following State Medicaid Expansion in 2014","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicaid; Reimbursement; Medical prescription; Medicine; Prescription drug; Quarter (Canadian coin); Family medicine; Medicare Part D; Health care; Emergency medicine; Nursing; Economic growth; Economics","authors":[{"name":"Nirosha Mahendraratnam","is_ca":false},{"name":"Stacie B. Dusetzina","is_ca":false},{"name":"Joel F. Farley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06662123829369185,"gpt":0.3341867324161187,"spread":0.2675654941224268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346005,0.0001311073,0.0002036595,0.0008478169,0.0004398335,0.0008834629,0.0005226558,0.0004843775,0.001532743],"category_scores_gemma":[0.006778686,0.0002259002,0.000644899,0.001266567,0.0003579978,0.0008214684,0.00121938,0.00105025,0.0001074119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520343,"about_ca_system_score_gemma":0.002550523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0474919,"about_ca_topic_score_gemma":0.0707022,"domain_scores_codex":[0.9988079,0.0002325711,0.0001495113,0.0002034738,0.0003380647,0.0002684564],"domain_scores_gemma":[0.9948589,0.0007539091,0.003121691,0.0001485002,0.000717659,0.0003994693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172134,0.0001003702,0.9939255,0.00002679337,0.00007408081,0.00005432515,0.0002446081,0.0002176667,0.0001956671,0.0001186225,0.0007531051,0.004172145],"study_design_scores_gemma":[0.000004235812,0.00003543198,0.9986749,0.00001473023,0.00002388935,0.00005186395,0.0002339008,0.0003905564,0.000121156,0.0000327872,0.0004129463,0.000003596818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970232,0.0001542709,0.0001353169,0.0004765736,0.000008648744,0.00002295124,0.001410981,0.00001671771,0.0007513916],"genre_scores_gemma":[0.9978682,0.0001257814,0.0001866729,0.0001899836,0.00001752045,0.00002530379,0.001318234,0.000002942142,0.0002653748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0474919,"threshold_uncertainty_score":0.09443092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2342848062","doi":"10.18553/jmcp.2016.22.5.539","title":"Impact of Patient Reimbursement Timing and Patient Out-of-Pocket Expenses on Medication Adherence in Patients Covered by Private Drug Insurance Plans","year":2016,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"","keywords":"Reimbursement; Medicine; Deductible; Medical prescription; Quartile; Retrospective cohort study; Cohort; Family medicine; Emergency medicine; Health care; Internal medicine; Actuarial science; Nursing; Confidence interval","authors":[{"name":"François Després","is_ca":true},{"name":"Amélie Forget","is_ca":true},{"name":"Fatima‐Zohra Kettani","is_ca":true},{"name":"Lucie Blais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03015981882170532,"gpt":0.333904415442373,"spread":0.3037445966206677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692084,0.0002195546,0.0003685731,0.0008312731,0.0006852395,0.0008780616,0.0005228427,0.0004008493,0.001900582],"category_scores_gemma":[0.008084853,0.0001761911,0.0008668289,0.00150405,0.0003107728,0.0003659971,0.0005551205,0.0006735807,0.0001056913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003162601,"about_ca_system_score_gemma":0.002790643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3279934,"about_ca_topic_score_gemma":0.3504958,"domain_scores_codex":[0.9982098,0.0005101822,0.0001979856,0.0002245029,0.0004807288,0.0003766956],"domain_scores_gemma":[0.9910223,0.00171904,0.005090214,0.0003127645,0.0008098742,0.001045757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008653766,0.00002165855,0.9992118,0.000004004691,0.00004635585,0.00001095002,0.00002576123,0.00004563464,0.00001195351,0.000009406918,0.00005189337,0.0004739836],"study_design_scores_gemma":[0.000004151092,0.00004083122,0.9995065,0.000006316646,0.00002024827,0.0000282876,0.00006618769,0.0002418698,0.00001011587,0.000006611561,0.00006674861,0.000002248085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987312,0.0001252151,0.00003362856,0.00007061553,0.000002905873,0.000009080702,0.0007168319,0.000001417985,0.0003091776],"genre_scores_gemma":[0.9992162,0.00004885326,0.0000683232,0.00002244845,0.000004310255,0.000007189424,0.0005564297,0.000001074398,0.00007516742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279934,"threshold_uncertainty_score":0.6521685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559773245","doi":"10.18553/jmcp.2016.16233","title":"Duration of Treatment in Prostate Cancer Patients Treated with Abiraterone Acetate or Enzalutamide","year":2016,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Group for Research in Decision Analysis","funders":"Genentech; Astellas Pharma; Janssen Scientific Affairs; Regeneron Pharmaceuticals; Novo Nordisk; Sanofi; GlaxoSmithKline; Pfizer; Allergan; Bristol-Myers Squibb","keywords":"Abiraterone acetate; Enzalutamide; Medicine; Prostate cancer; Hazard ratio; Internal medicine; Proportional hazards model; Oncology; Docetaxel; Cancer; Urology; Gynecology; Androgen deprivation therapy; Confidence interval","authors":[{"name":"Dominic Pilon","is_ca":true},{"name":"Ajay S. Behl","is_ca":false},{"name":"Lorie Ellis","is_ca":false},{"name":"Bruno Émond","is_ca":true},{"name":"Patrick Lefèbvre","is_ca":true},{"name":"Nancy A. Dawson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03042328370747812,"gpt":0.3432578116156167,"spread":0.3128345279081386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145066,0.0001399293,0.0004336073,0.001047508,0.0003486167,0.0007152955,0.0004605069,0.000329158,0.001737416],"category_scores_gemma":[0.005115986,0.000203168,0.001026683,0.002006532,0.000144508,0.0004803148,0.0004739946,0.0006326986,0.000139101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008960826,"about_ca_system_score_gemma":0.0009010286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005394559,"about_ca_topic_score_gemma":0.007839594,"domain_scores_codex":[0.9987428,0.0002877162,0.0002311077,0.0002816566,0.000313278,0.0001436021],"domain_scores_gemma":[0.9941606,0.000961672,0.00405259,0.0001111486,0.000188778,0.0005251876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012824,0.00006590537,0.9951388,0.00004950822,0.0001775882,0.00004883767,0.0000605748,0.0001165025,0.0000780304,0.0000210541,0.0001648256,0.002795945],"study_design_scores_gemma":[0.00008245012,0.0004460528,0.9976667,0.00003906557,0.0001586857,0.0002634622,0.0001528895,0.0003486242,0.0000619685,0.00003768838,0.0007337484,0.000008520185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956658,0.00155145,0.00007524464,0.00007679503,0.000009792618,0.00002980935,0.002033716,0.000003146894,0.0005542224],"genre_scores_gemma":[0.9975127,0.0004293305,0.0001249774,0.000066399,0.00002064202,0.00004703896,0.001654521,0.000002838363,0.0001415322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005394559,"threshold_uncertainty_score":0.01072627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589462389","doi":"10.18553/jmcp.2017.23.3.337","title":"Effect of Medicaid Policy Changes on Medication Adherence: Differences by Baseline Adherence","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; Gillings School of Public Health; AcademyHealth; Robert Wood Johnson Foundation","keywords":"Medicaid; Medical prescription; Copayment; Medicine; Baseline (sea); Population; Quarter (Canadian coin); Prescription drug; Medication adherence; Family medicine; Demography; Health insurance; Environmental health; Internal medicine; Health care; Nursing","authors":[{"name":"Krutika Amin","is_ca":false},{"name":"Joel F. Farley","is_ca":false},{"name":"Matthew L. Maciejewski","is_ca":false},{"name":"Marisa Elena Domino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04186192092227516,"gpt":0.3965196124528042,"spread":0.3546576915305291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009636723,0.0003268652,0.001006341,0.00062392,0.0005261803,0.00104708,0.0009069045,0.001219144,0.003089757],"category_scores_gemma":[0.03247463,0.0002691659,0.002837033,0.0007478801,0.0006042502,0.0008391404,0.001112777,0.002108142,0.0001271483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156959,"about_ca_system_score_gemma":0.001391734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077176,"about_ca_topic_score_gemma":0.01158525,"domain_scores_codex":[0.9869331,0.007312608,0.0009148758,0.001215567,0.002172458,0.001451488],"domain_scores_gemma":[0.9681566,0.02114857,0.007119025,0.00149085,0.000676297,0.001408638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0117881,0.001937917,0.9598085,0.0001128528,0.004525436,0.0002116805,0.0005054088,0.002860218,0.0007516882,0.000424812,0.0007898131,0.01628357],"study_design_scores_gemma":[0.00009565803,0.001468736,0.9952424,0.00001825357,0.0004818263,0.000033812,0.0001156142,0.001958168,0.0001908982,0.0001183851,0.0002664786,0.000009939459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970824,0.0004198009,0.0002868139,0.0004728712,0.00003254491,0.00009224722,0.0006630396,0.0000127797,0.0009374907],"genre_scores_gemma":[0.9988596,0.00006790084,0.0001729623,0.0001305707,0.00002253695,0.00008640666,0.0003960171,0.000003230291,0.0002607218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02077176,"threshold_uncertainty_score":0.05096453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401392934","doi":"10.18553/jmcp.2024.24025","title":"Continuous glucose monitoring for self-management of diabetes in people living with type 2 diabetes mellitus on basal insulin therapy: A microsimulation model and cost-effectiveness analysis from a US perspective with relevance to Medicaid","year":2024,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Diabetes Management and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Diabetes mellitus; Perspective (graphical); Medicine; Continuous glucose monitoring; Microsimulation; Basal insulin; Insulin; Type 2 diabetes; Blood Glucose Self-Monitoring; Type 2 Diabetes Mellitus; Basal (medicine); Type 1 diabetes; Intensive care medicine; Internal medicine; Computer science; Endocrinology; Engineering","authors":[{"name":"Jerry Frank","is_ca":false},{"name":"Daniel Son","is_ca":true},{"name":"Kirk Szafranski","is_ca":true},{"name":"Yeesha Poon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01961952572042414,"gpt":0.3343534839407499,"spread":0.3147339582203258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00434633,0.001616929,0.002046597,0.001954387,0.0005316723,0.002177686,0.001532253,0.002358229,0.00588821],"category_scores_gemma":[0.009874848,0.0008227293,0.003409877,0.001297758,0.0007542932,0.001521196,0.00126107,0.001795959,0.0002835493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006386647,"about_ca_system_score_gemma":0.003728667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03284916,"about_ca_topic_score_gemma":0.01358319,"domain_scores_codex":[0.9984568,0.001029126,0.00003908927,0.000143212,0.0001017487,0.0002300311],"domain_scores_gemma":[0.9942043,0.004721406,0.0004859191,0.00007474519,0.0002389108,0.000274695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004666947,0.0001728013,0.003233076,0.00007934891,0.0002747187,0.0001059912,0.00002718203,0.9883783,0.0001128495,0.003952086,0.0004206807,0.002776335],"study_design_scores_gemma":[0.0001982855,0.0005070713,0.001431688,0.00004430403,0.000313287,0.00005249116,0.00006210167,0.9952233,0.00006690909,0.001747393,0.0003322175,0.00002095053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168611,0.003429732,0.05534367,0.004273366,0.0001826619,0.001027544,0.003190942,0.0001466235,0.01554439],"genre_scores_gemma":[0.9866448,0.0008563861,0.007776056,0.0003093171,0.00005008113,0.0006170141,0.0005879232,0.00001714868,0.003141177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03284916,"threshold_uncertainty_score":0.0653159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293102417","doi":"10.18553/jmcp.2022.28.9.958","title":"Treatment persistence and adherence in people with type 2 diabetes switching to iGlarLixi vs free-dose combinations of basal insulin and glucagon-like peptide 1 receptor agonist","year":2022,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Basal insulin; Persistence (discontinuity); Agonist; Type 2 diabetes; Basal (medicine); Glucagon-like peptide-1; Glucagon-like peptide 1 receptor; Medicine; Insulin; Endocrinology; Internal medicine; Receptor; Diabetes mellitus","authors":[{"name":"Steven V. Edelman","is_ca":false},{"name":"Doreen Cassarino","is_ca":false},{"name":"David Kayne","is_ca":false},{"name":"Terry Dex","is_ca":false},{"name":"Xuan Li","is_ca":false},{"name":"Francisco J. Pasquel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01925624183233251,"gpt":0.2697511568846674,"spread":0.2504949150523349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003606971,0.0002315826,0.0006268122,0.0008158615,0.0004115235,0.0007794905,0.000491378,0.0005619239,0.001762392],"category_scores_gemma":[0.007039022,0.0002615866,0.002285288,0.001345357,0.0002525469,0.0005214722,0.0005957405,0.0009068175,0.0001211187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862771,"about_ca_system_score_gemma":0.0004541659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005155479,"about_ca_topic_score_gemma":0.00384133,"domain_scores_codex":[0.9978145,0.0008487831,0.0003521174,0.0004428418,0.0003141812,0.0002276224],"domain_scores_gemma":[0.9965556,0.001039022,0.001829916,0.0002242703,0.0001358158,0.0002153985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003015285,0.0001858894,0.9906088,0.00007055047,0.001423219,0.00003280048,0.00007187084,0.0002355579,0.00004403448,0.00005454927,0.0002657578,0.003991614],"study_design_scores_gemma":[0.00049041,0.001336557,0.9924242,0.00008650852,0.001276203,0.0001564913,0.0003161783,0.003099766,0.00009913561,0.000224864,0.0004764685,0.00001314755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985844,0.0004753656,0.0001400958,0.00007294241,0.00001362686,0.0000235968,0.0004476193,0.000002757745,0.0002397504],"genre_scores_gemma":[0.9989445,0.0001287807,0.0001063322,0.00007381448,0.00002011982,0.00004653819,0.0005662114,0.000001471369,0.000112288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005155479,"threshold_uncertainty_score":0.01907575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245507582","doi":"10.18553/jmcp.2020.26.1.55","title":"AMCP Partnership Forum: Optimizing Prior Authorization for Appropriate Medication Selection","year":2019,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Defense Health Agency; University of Massachusetts Medical School; U.S. Food and Drug Administration; National Pharmaceutical Council; Mallinckrodt Pharmaceuticals; American Pharmacists Association; Ohio State University; Case Western Reserve University; National Psoriasis Foundation","keywords":"Prior authorization; Authorization; General partnership; Selection (genetic algorithm); Legislature; Medicine; Political science; Computer science; Pharmacology; Computer security; Artificial intelligence; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2072774587775693,"gpt":0.4341988409617384,"spread":0.2269213821841692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1073501,0.001061987,0.0006440968,0.001781175,0.008964866,0.009898064,0.004034817,0.0150431,0.01413162],"category_scores_gemma":[0.1137348,0.0006943885,0.001436015,0.001759545,0.003402955,0.01307665,0.01589813,0.01475971,0.00286398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006331669,"about_ca_system_score_gemma":0.0694703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003193817,"about_ca_topic_score_gemma":0.008922349,"domain_scores_codex":[0.9368379,0.03644812,0.002333967,0.003436066,0.01519694,0.005747033],"domain_scores_gemma":[0.8049824,0.07974681,0.01161383,0.007117377,0.03749083,0.05904871],"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":[0.0001152054,0.001317882,0.003777908,0.00046157,0.00002974511,0.0005322088,0.00409631,0.0005087701,0.001112494,0.01245162,0.8189629,0.1566335],"study_design_scores_gemma":[0.000110687,0.000409566,0.002386059,0.0008199037,0.00001589211,0.000264026,0.003933624,0.0009090207,0.000861839,0.009865059,0.9803578,0.00006637102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008044424,0.003381287,0.008730524,0.9448041,0.01283283,0.0008938927,0.0005471035,0.000286879,0.02047889],"genre_scores_gemma":[0.2278535,0.01924742,0.1067098,0.5126197,0.03907345,0.004121431,0.003198032,0.0007972793,0.08637937],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1073501,"threshold_uncertainty_score":0.5677282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885976838","doi":"10.18553/jmcp.2018.24.8.759","title":"Projecting the Potential Effect of Using Paliperidone Palmitate Once-Monthly and Once-Every-3-Months Long-Acting Injections Among Medicaid Beneficiaries with Schizophrenia","year":2018,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics","funders":"Janssen Scientific Affairs","keywords":"Paliperidone Palmitate; Medicine; Medicaid; Schizophrenia (object-oriented programming); Antipsychotic; Discontinuation; Paliperidone; Population; Randomized controlled trial; Inclusion and exclusion criteria; Internal medicine; Psychiatry; Environmental health; Alternative medicine","authors":[{"name":"Anirban Basu","is_ca":true},{"name":"Carmela Benson","is_ca":false},{"name":"Larry Alphs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829338905889404,"gpt":0.3181818820228747,"spread":0.2998884929639807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02023908,0.001204172,0.001816079,0.001018027,0.0003939221,0.001872428,0.001808046,0.002152353,0.005972971],"category_scores_gemma":[0.03180833,0.0009799168,0.005770945,0.0007704271,0.00074053,0.001402503,0.001690093,0.002389408,0.0004735213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006127597,"about_ca_system_score_gemma":0.007301344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03096777,"about_ca_topic_score_gemma":0.02023302,"domain_scores_codex":[0.9871421,0.01058938,0.0003077979,0.0008545605,0.0003291763,0.0007769998],"domain_scores_gemma":[0.9732347,0.02144477,0.002941402,0.0005208657,0.0006121179,0.00124605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03930797,0.003582397,0.1696839,0.00177811,0.006650063,0.0001786006,0.0004497502,0.7083366,0.0006742579,0.009068398,0.003853629,0.05643628],"study_design_scores_gemma":[0.007535464,0.01545805,0.05071255,0.0007219024,0.006946879,0.0001074562,0.0005928195,0.8997127,0.001132525,0.01311566,0.003795689,0.0001683063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692736,0.001771685,0.01039421,0.00328845,0.0001015294,0.002260401,0.009196868,0.00008973662,0.003623539],"genre_scores_gemma":[0.9864898,0.0006058758,0.00781549,0.000515252,0.00002684767,0.001537801,0.001999136,0.00001127679,0.0009985446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03096777,"threshold_uncertainty_score":0.1070358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975189232","doi":"10.18553/jmcp.2019.25.10.1096","title":"Genome Diagnostics: Novel Strategies for Measuring Value","year":2019,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Hospital for Sick Children","funders":"Hospital for Sick Children; University of Toronto","keywords":"Stakeholder; Personalized medicine; Construct (python library); Comparative effectiveness research; Genetic testing; Construct validity; Test (biology); Computer science; Knowledge management; Medicine; Data science; Management science; Psychometrics; Bioinformatics; Alternative medicine; Pathology; Clinical psychology","authors":[{"name":"Robin Z. Hayeems","is_ca":true},{"name":"Stephanie Luca","is_ca":true},{"name":"Eleanor Pullenayegum","is_ca":true},{"name":"M. Stephen Meyn","is_ca":false},{"name":"Wendy J. Ungar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2896631934780353,"gpt":0.4201059116007129,"spread":0.1304427181226775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08399121,0.002913863,0.002055547,0.01496864,0.001894369,0.01480062,0.003767026,0.003552119,0.01035536],"category_scores_gemma":[0.2039818,0.001056446,0.002157374,0.01401475,0.01956225,0.02372709,0.01048805,0.005171135,0.001716812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008480102,"about_ca_system_score_gemma":0.005471145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354775,"about_ca_topic_score_gemma":0.002202866,"domain_scores_codex":[0.9070184,0.07071833,0.003882498,0.006162151,0.01136472,0.0008539932],"domain_scores_gemma":[0.8278254,0.1372388,0.007853299,0.01575611,0.0101185,0.00120788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001341724,0.00008587576,0.005535881,0.001189214,0.0002889434,0.00008158546,0.003225823,0.001624765,0.0004461632,0.8186107,0.00459937,0.1641775],"study_design_scores_gemma":[0.00004964857,0.0001657944,0.003232326,0.001451121,0.0001938941,0.0002411248,0.001908816,0.008820879,0.001209105,0.9400418,0.04257911,0.0001063355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01517084,0.01897998,0.8521419,0.0294325,0.001091781,0.001478129,0.001914997,0.0006549081,0.07913491],"genre_scores_gemma":[0.3365995,0.007870493,0.6409525,0.004288333,0.0008139917,0.004027863,0.0006884192,0.0002263803,0.004532476],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08399121,"threshold_uncertainty_score":0.4441933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2281295224","doi":"10.18553/jmcp.2016.22.4.381","title":"Connecting Patients to Prescription Assistance Programs: Effects on Emergency Department and Hospital Utilization","year":2016,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Providence Health Care","funders":"Providence Health Care; University of Washington; Washington State University","keywords":"Medicine; Emergency department; Medical prescription; Medical emergency; Health care; Emergency medicine; Family medicine; Medical record; Nursing","authors":[{"name":"Mason Burley","is_ca":false},{"name":"Kenn B. Daratha","is_ca":false},{"name":"Katherine R. Tuttle","is_ca":false},{"name":"John R. White","is_ca":false},{"name":"Michael Wilson","is_ca":true},{"name":"Kelly Armstrong","is_ca":false},{"name":"Sterling McPherson","is_ca":false},{"name":"Samuel L. Selinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03557528796684232,"gpt":0.3324076329152418,"spread":0.2968323449483994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002278924,0.0002554951,0.0002549802,0.0003424274,0.0006523522,0.0009122538,0.0005777411,0.0006627593,0.004454534],"category_scores_gemma":[0.01704526,0.0002085269,0.0008162281,0.0005405523,0.0002354308,0.0008117491,0.001288959,0.001104708,0.0002544044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008229766,"about_ca_system_score_gemma":0.001275131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008233683,"about_ca_topic_score_gemma":0.01056586,"domain_scores_codex":[0.9980516,0.001062868,0.0001465018,0.0001742754,0.0002161273,0.0003486187],"domain_scores_gemma":[0.9908084,0.003259678,0.003144399,0.0003771434,0.0005575299,0.001852902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003219505,0.003494442,0.9291832,0.0001813202,0.0003050806,0.0001858426,0.0007724827,0.0003346429,0.0002260269,0.000106029,0.002044715,0.05994665],"study_design_scores_gemma":[0.0001160208,0.001748804,0.9949091,0.0001011846,0.0001401585,0.0001282598,0.00111711,0.0005425779,0.0001157994,0.00007060749,0.001001138,0.000009309098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971883,0.0003383679,0.00005967022,0.0006842886,0.00001757227,0.00004737178,0.0002375468,0.00001178326,0.001415189],"genre_scores_gemma":[0.9986678,0.0002721184,0.0001774116,0.0002453277,0.00002090289,0.00004726694,0.0001916967,0.000003488376,0.0003739891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008233683,"threshold_uncertainty_score":0.01637155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2401364644","doi":"10.18553/jmcp.2016.22.6.676","title":"Pillbox Use and INR Stability in a Prospective Cohort of New Warfarin Users","year":2016,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal; Université de Montréal; Sanofi","keywords":"Warfarin; Prospective cohort study; Medicine; MEDLINE; Cohort study; Internal medicine; Atrial fibrillation; Political science","authors":[{"name":"Stéphanie Dumas","is_ca":true},{"name":"Étienne Rouleau‐Mailloux","is_ca":true},{"name":"Nawal Bouchama","is_ca":true},{"name":"Halema Lahcene","is_ca":true},{"name":"Mario Talajic","is_ca":true},{"name":"Jean‐Claude Tardif","is_ca":true},{"name":"Marie-José Gaulin","is_ca":true},{"name":"Sylvie Provost","is_ca":true},{"name":"Marie‐Pierre Dubé","is_ca":true},{"name":"Sylvie Perreault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06232963168648632,"gpt":0.3387078272128758,"spread":0.2763781955263895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463748,0.0002869824,0.0003641347,0.0008005538,0.0007730132,0.0008421154,0.0004609267,0.0004855738,0.001957345],"category_scores_gemma":[0.002081191,0.0003303158,0.0006767794,0.00109512,0.0002987102,0.0004241099,0.000364858,0.0007012258,0.0002673745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130121,"about_ca_system_score_gemma":0.001050439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1745996,"about_ca_topic_score_gemma":0.1825304,"domain_scores_codex":[0.9995276,0.00008529669,0.00004482252,0.0001082338,0.0001420126,0.00009201976],"domain_scores_gemma":[0.9983245,0.0002183893,0.0008136891,0.0001266317,0.0002243464,0.0002924675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005537398,0.00002658054,0.9995504,0.000002077767,0.00002021537,0.00001528084,0.00002895061,0.00001141371,0.000039894,0.000003359241,0.00003630984,0.00021006],"study_design_scores_gemma":[0.00000601703,0.00006649288,0.9995121,0.000002934679,0.0000146495,0.00005418262,0.00008483685,0.0001836901,0.00001518143,0.000003827248,0.00005348129,0.000002543939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999104,0.00007469174,0.00003827756,0.00002605806,0.000003124318,0.00001498801,0.0005279555,0.000002320479,0.000208686],"genre_scores_gemma":[0.9989975,0.00007633951,0.00008844415,0.00003246819,0.000005833018,0.00002006562,0.0005613498,0.000001634467,0.0002164002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1745996,"threshold_uncertainty_score":0.3471665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524035794","doi":"10.18553/jmcp.2016.22.10.1204","title":"Comparing Clinical and Economic Outcomes Associated with Early Initiation of Combination Therapy of an Alpha Blocker and Dutasteride or Finasteride in Men with Benign Prostatic Hyperplasia in the United States","year":2016,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Dutasteride; Finasteride; Medicine; Benign prostatic hyperplasia (BPH); 5 Alpha-Reductase Inhibitor; Urology; Hyperplasia; Erectile dysfunction; Internal medicine; Prostate","authors":[{"name":"Maral DerSarkissian","is_ca":false},{"name":"Yongling Xiao","is_ca":true},{"name":"Mei Sheng Duh","is_ca":false},{"name":"Patrick Lefèbvre","is_ca":true},{"name":"Andrine R. Swensen","is_ca":false},{"name":"Christopher F. Bell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06852659501174793,"gpt":0.370902739505687,"spread":0.3023761444939391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797538,0.0002211373,0.0004372229,0.001108617,0.0003332318,0.0006193869,0.0004089641,0.0003419883,0.0007612467],"category_scores_gemma":[0.005078919,0.0002464734,0.001226636,0.001514317,0.0002844808,0.0003553265,0.000696377,0.0006023929,0.00006265831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009610031,"about_ca_system_score_gemma":0.0008056191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01277495,"about_ca_topic_score_gemma":0.01453147,"domain_scores_codex":[0.9982554,0.0006691912,0.0002671016,0.0002402266,0.0003565737,0.0002114592],"domain_scores_gemma":[0.9948092,0.0009549487,0.003333491,0.000138731,0.0003376531,0.0004260903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002741798,0.00006374794,0.9982291,0.00001705033,0.0001927876,0.00003034877,0.0000194376,0.0001402786,0.00002408309,0.00002269113,0.000108444,0.0008779628],"study_design_scores_gemma":[0.0000390252,0.000223751,0.9983529,0.00002231828,0.0001371259,0.00009341601,0.0001108736,0.000796974,0.00004481363,0.00003268517,0.0001409535,0.000005178139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981514,0.0005385145,0.00006341701,0.00009851158,0.000008506199,0.00001659337,0.0008854687,0.000002211926,0.0002354031],"genre_scores_gemma":[0.9988033,0.000165776,0.00007271264,0.00005165479,0.00001386046,0.00001634764,0.0008384241,8.036798e-7,0.00003732204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277495,"threshold_uncertainty_score":0.02540118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1174528165","doi":"10.18553/jmcp.2015.21.9.s1","title":"New Therapies, Evidence, and Guidance in Hepatitis C Management: Expert Practices and Insights from an Educational Symposium at the AMCP 27th Annual Meeting Expo","year":2015,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institutes of Health; American Society of Transplantation; U.S. Department of Veterans Affairs","keywords":"Medicine; Context (archaeology); Pharmacy; Hepatitis C; Promotion (chess); Panel discussion; Population; Health care; Medical education; Family medicine; Immunology; Political science; Business","authors":[{"name":"Norah A. Terrault","is_ca":false},{"name":"Alex Monto","is_ca":true},{"name":"Michael R. Stinchon","is_ca":true},{"name":"Erica Rusie","is_ca":true},{"name":"Kathleen Moreo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.066420816437532,"gpt":0.4022039364016684,"spread":0.3357831199641364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1028351,0.0009896816,0.001074536,0.003346795,0.003685728,0.007698994,0.002218358,0.00784827,0.002441844],"category_scores_gemma":[0.1257871,0.0008372339,0.001447853,0.002580056,0.003653341,0.008742872,0.008802356,0.01473187,0.0007674419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006484225,"about_ca_system_score_gemma":0.01765782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002593507,"about_ca_topic_score_gemma":0.008019069,"domain_scores_codex":[0.9463133,0.03647619,0.005182406,0.001877076,0.008257118,0.001893993],"domain_scores_gemma":[0.8619237,0.09438949,0.006971289,0.001951541,0.02494681,0.009817142],"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":[0.0002046847,0.0004807308,0.004608679,0.006371425,0.0002234929,0.001948945,0.02580068,0.001068115,0.001214056,0.007008124,0.4070464,0.5440246],"study_design_scores_gemma":[0.0001495925,0.0003506318,0.006977024,0.03588575,0.0003241777,0.002251949,0.03529463,0.001559342,0.0008823504,0.02712452,0.8888931,0.0003069659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007964107,0.1069843,0.005834102,0.8602558,0.008588208,0.0003118202,0.0001091354,0.00007262734,0.009879934],"genre_scores_gemma":[0.1641223,0.3231857,0.0816552,0.4013132,0.01755704,0.0009324838,0.0005351924,0.0002172924,0.01048152],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1028351,"threshold_uncertainty_score":0.5438504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187389031","doi":"10.18553/jmcp.2021.21164","title":"Cost-effectiveness analysis of cemiplimab vs pembrolizumab for treatment of advanced cutaneous squamous cell carcinoma","year":2021,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Precision Nanosystems (Canada)","funders":"Sanofi Genzyme; Regeneron Pharmaceuticals; Sanofi","keywords":"Pembrolizumab; Medicine; Oncology; Clinical trial; Internal medicine; Cancer; Immunotherapy","authors":[{"name":"E. Paul","is_ca":true},{"name":"Gerasimos Konidaris","is_ca":false},{"name":"Shannon Cope","is_ca":true},{"name":"Chieh-I Chen","is_ca":false},{"name":"Sam Keeping","is_ca":true},{"name":"Yingxin Xu","is_ca":false},{"name":"Kokuvi Atsou","is_ca":false},{"name":"Dieter Ayers","is_ca":true},{"name":"Patricia Guyot","is_ca":false},{"name":"Medha Sasané","is_ca":false},{"name":"Ali Mojebi","is_ca":true},{"name":"Andreas Kuznik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03911643639606383,"gpt":0.355140616847161,"spread":0.3160241804510972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008443036,0.0014471,0.001777088,0.001949626,0.0002549483,0.001647818,0.001575251,0.001111081,0.00559964],"category_scores_gemma":[0.01866837,0.0006939784,0.00531884,0.001472302,0.0006697637,0.001375884,0.001094813,0.001850166,0.0002925475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007399637,"about_ca_system_score_gemma":0.003021277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010337,"about_ca_topic_score_gemma":0.00552646,"domain_scores_codex":[0.9957545,0.003263155,0.0001380471,0.0002394851,0.0002972042,0.0003076519],"domain_scores_gemma":[0.9898372,0.008279589,0.0008743245,0.000193807,0.0003680937,0.000447031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01512848,0.0007273864,0.01047554,0.00152119,0.004953813,0.000193854,0.00006030018,0.9298949,0.0005824544,0.00581069,0.001836765,0.02881456],"study_design_scores_gemma":[0.005996907,0.01411653,0.02704639,0.001006425,0.008690652,0.000622755,0.0002931473,0.9267877,0.001216802,0.009146882,0.00495436,0.0001215346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363841,0.01695736,0.01804332,0.002734467,0.0002230042,0.002523319,0.008917553,0.000144494,0.01407245],"genre_scores_gemma":[0.9928921,0.001407717,0.002865756,0.0002552995,0.0000352499,0.0003918621,0.001474639,0.00001360335,0.0006636858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010337,"threshold_uncertainty_score":0.05368835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378549192","doi":"10.18553/jmcp.2023.22417","title":"Identifying potentially undiagnosed nontuberculous mycobacterial lung disease among patients with chronic obstructive pulmonary disease: Development of a predictive algorithm using claims data","year":2023,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":6,"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":"Insmed","keywords":"Medicine; COPD; Comorbidity; Chronic bronchitis; Internal medicine; Retrospective cohort study; Bronchiectasis; Obstructive lung disease; Cohort; Logistic regression; Intensive care medicine; Lung","authors":[{"name":"Ping Wang","is_ca":false},{"name":"Theodore K. Marras","is_ca":true},{"name":"Paul D. Allison","is_ca":false},{"name":"Mariam Hassan","is_ca":false},{"name":"Anjan Chatterjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03064869222750887,"gpt":0.3217244148357624,"spread":0.2910757226082535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005868323,0.0008952799,0.001285825,0.005674655,0.0006054317,0.002964786,0.00172018,0.001182201,0.001539073],"category_scores_gemma":[0.02346502,0.0005341338,0.001119137,0.002324067,0.0003657596,0.001404079,0.001385091,0.00188092,0.0005375804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007681315,"about_ca_system_score_gemma":0.001405261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00387429,"about_ca_topic_score_gemma":0.004993001,"domain_scores_codex":[0.9969903,0.001399933,0.0004525636,0.0003659511,0.0006211189,0.0001700673],"domain_scores_gemma":[0.9894889,0.006947328,0.001311892,0.0003422224,0.001433927,0.0004757055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001075662,0.0009543141,0.8924345,0.0001477456,0.0004016558,0.0002229802,0.0001212388,0.008701875,0.0004496402,0.0007628269,0.003948354,0.09077913],"study_design_scores_gemma":[0.0005446193,0.001000984,0.3450748,0.0004137595,0.000829172,0.001187018,0.0006143295,0.640851,0.001769137,0.004537507,0.003074012,0.0001036931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9335719,0.002766554,0.04939354,0.003336037,0.0002902258,0.001325446,0.002546896,0.0007189162,0.00605056],"genre_scores_gemma":[0.9453679,0.0008860203,0.05035441,0.0002851169,0.0001521273,0.0003300292,0.002081069,0.00002600954,0.0005172633],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005868323,"threshold_uncertainty_score":0.03103501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380319259","doi":"10.18553/jmcp.2023.23013","title":"Assessing out-of-pocket expenses and indirect costs for the Alzheimer disease continuum in the United States","year":2023,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Indirect costs; Gerontology; Total cost; Medicaid; Demography; Health care","authors":[{"name":"Amir Abbas Tahami Monfared","is_ca":true},{"name":"Noemi Hummel","is_ca":false},{"name":"Aastha Chandak","is_ca":false},{"name":"Artak Khachatryan","is_ca":false},{"name":"Quanwu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4449090573847032,"gpt":0.4941077475740367,"spread":0.04919869018933348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676222,0.0001770673,0.0002174503,0.001639561,0.0002932308,0.0007504094,0.0003622725,0.000295073,0.001627862],"category_scores_gemma":[0.006322226,0.0001337459,0.0005145852,0.001583248,0.0001852667,0.000584976,0.0007503751,0.0008361955,0.000147866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379089,"about_ca_system_score_gemma":0.000823605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03011647,"about_ca_topic_score_gemma":0.04065301,"domain_scores_codex":[0.9990773,0.0005149579,0.0001232813,0.00005825609,0.0001619344,0.00006421004],"domain_scores_gemma":[0.9974219,0.0008195699,0.001029683,0.00007289683,0.0002309892,0.0004249775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001930938,0.0002242631,0.9813715,0.00004574738,0.0001963934,0.00006930227,0.00008205421,0.000846147,0.00002048624,0.0004151108,0.002997242,0.01353876],"study_design_scores_gemma":[0.0000183448,0.0001108247,0.9956869,0.00008005612,0.00006363213,0.0001190242,0.0004214367,0.002221345,0.00002795306,0.0003834666,0.0008597845,0.000007141315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913535,0.001521362,0.000217481,0.001131406,0.00002534692,0.00002709268,0.002972306,0.00000829602,0.002743333],"genre_scores_gemma":[0.9965783,0.0007772651,0.0003914845,0.0001237964,0.00002272638,0.00002846288,0.001736313,0.000002407402,0.0003393125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03011647,"threshold_uncertainty_score":0.05988234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386084628","doi":"10.18553/jmcp.2023.29.9.1045","title":"Comparative value of dapagliflozin vs empagliflozin in patients with heart failure and preserved ejection fraction: A cost-effectiveness analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Empagliflozin; Dapagliflozin; Medicine; Ejection fraction; Heart failure with preserved ejection fraction; Cost effectiveness; Hazard ratio; Heart failure; Intensive care medicine; Internal medicine; Emergency medicine; Diabetes mellitus; Type 2 diabetes; Risk analysis (engineering); Confidence interval","authors":[{"name":"Amey Rane","is_ca":false},{"name":"Regina Nwamaka Nechi","is_ca":false},{"name":"Maryam Imam","is_ca":false},{"name":"Rodrigo Zoni","is_ca":false},{"name":"Cyrille Ndikumukiza","is_ca":false},{"name":"Ibraheem M. Karaye","is_ca":false},{"name":"Ismaeel Yunusa","is_ca":true},{"name":"Abdullah Alanzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02672220519378532,"gpt":0.3308528337624001,"spread":0.3041306285686148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009273927,0.00148229,0.00357263,0.002350268,0.0002627601,0.001749679,0.001295443,0.001493493,0.004880516],"category_scores_gemma":[0.02330034,0.0006902941,0.008173463,0.001281117,0.0005141248,0.00160788,0.00101843,0.001812006,0.0001711523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005160764,"about_ca_system_score_gemma":0.002413286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005970596,"about_ca_topic_score_gemma":0.003139409,"domain_scores_codex":[0.9954585,0.003373144,0.0002372728,0.000285229,0.0003299019,0.0003160755],"domain_scores_gemma":[0.9850448,0.01303642,0.0008856715,0.0002337787,0.0003328245,0.0004665785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1156873,0.002409907,0.02012951,0.00449031,0.0269003,0.0004850423,0.0001090967,0.7441048,0.001108705,0.008680359,0.002328196,0.07356657],"study_design_scores_gemma":[0.02897411,0.02439254,0.0215464,0.001650117,0.04027823,0.0007559847,0.0002574499,0.8664826,0.001387547,0.01127984,0.002776759,0.0002184636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233312,0.03152632,0.02374197,0.002786387,0.0004547402,0.003104332,0.005483025,0.0001743152,0.009397704],"genre_scores_gemma":[0.9925662,0.002155235,0.003419768,0.0002286481,0.0000597171,0.0004593739,0.0008257764,0.00001193312,0.0002733677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009273927,"threshold_uncertainty_score":0.0490458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991424058","doi":"10.18553/jmcp.2019.19174","title":"Long-Term Benefits of Rapid Antiretroviral Therapy Initiation in Reducing Medical and Overall Health Care Costs Among Medicaid-Covered Patients with Human Immunodeficiency Virus","year":2019,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Medicaid; Pharmacy; Regimen; Protease inhibitor (pharmacology); Reverse-transcriptase inhibitor; Health care; Internal medicine; Pediatrics; Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral load; Family medicine","authors":[{"name":"Carmela Benson","is_ca":false},{"name":"Bruno Émond","is_ca":true},{"name":"Hela Romdhani","is_ca":true},{"name":"Patrick Lefèbvre","is_ca":true},{"name":"Aurélie Côté‐Sergent","is_ca":true},{"name":"Azadeh Shohoudi","is_ca":true},{"name":"Neeta Tandon","is_ca":false},{"name":"Wing Chow","is_ca":false},{"name":"Keith Dunn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01271289457901663,"gpt":0.2940268229188854,"spread":0.2813139283398688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009348241,0.000161127,0.000176102,0.0003212724,0.000297624,0.0004659125,0.0002380539,0.0003400792,0.001864755],"category_scores_gemma":[0.004230521,0.00008551269,0.0005586019,0.0003114342,0.0001435158,0.0004615616,0.0005893869,0.0005816197,0.00007359436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006017889,"about_ca_system_score_gemma":0.001375405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005176426,"about_ca_topic_score_gemma":0.01069296,"domain_scores_codex":[0.9995746,0.0001690108,0.00003791888,0.0000332947,0.00007841748,0.0001068502],"domain_scores_gemma":[0.9986933,0.0002996261,0.0005577614,0.00002608205,0.00006222507,0.0003609923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003512733,0.002491584,0.9030063,0.0001667434,0.0003649312,0.00009228374,0.0001509427,0.001226535,0.0003442742,0.0003600218,0.002238613,0.08604509],"study_design_scores_gemma":[0.0003511617,0.001389173,0.9939346,0.0001407965,0.0002526595,0.0001009602,0.0002567029,0.001950399,0.0001515579,0.000257193,0.001205531,0.000009261319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955823,0.001404859,0.00005894872,0.001404154,0.00002553031,0.00003270796,0.0003101431,0.000005689839,0.001175727],"genre_scores_gemma":[0.9989243,0.0004274927,0.0001396744,0.0001762771,0.00004100178,0.00002181914,0.0001711788,0.000001036489,0.00009732218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005176426,"threshold_uncertainty_score":0.01029259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406526102","doi":"10.18553/jmcp.2025.24253","title":"Addition of continuous glucose monitoring to glucagon-like peptide 1 receptor agonist treatment for type 2 diabetes mellitus – An economic evaluation","year":2025,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada); Diabetes Canada","funders":"","keywords":"Glucagon-like peptide 1 receptor; Medicine; Continuous glucose monitoring; Type 2 Diabetes Mellitus; Agonist; Diabetes mellitus; Glucagon-like peptide-1; Internal medicine; Type 2 diabetes; Endocrinology; Receptor; Type 1 diabetes","authors":[{"name":"Eugene E. Wright","is_ca":false},{"name":"Eden Miller","is_ca":false},{"name":"Anila Bindal","is_ca":false},{"name":"Yeesha Poon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05746476984958627,"gpt":0.4000279298708894,"spread":0.3425631600213032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102721,0.001829171,0.0025845,0.001916465,0.0003081776,0.00235111,0.001180083,0.001561449,0.004914785],"category_scores_gemma":[0.02280158,0.0006116542,0.005553384,0.001550963,0.0005087231,0.001548725,0.000924856,0.002091634,0.0001677586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005261301,"about_ca_system_score_gemma":0.003936248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008706136,"about_ca_topic_score_gemma":0.0059445,"domain_scores_codex":[0.9930406,0.005782116,0.000176958,0.0001855498,0.0005371101,0.0002777129],"domain_scores_gemma":[0.9899997,0.008234935,0.0006363732,0.000151989,0.0004727994,0.0005042213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.06189314,0.002482508,0.01609646,0.007505231,0.01480943,0.0007653101,0.00008384373,0.7386789,0.0007412924,0.009881184,0.004417281,0.1426454],"study_design_scores_gemma":[0.02025248,0.02567923,0.02205578,0.004630621,0.0297853,0.0008703298,0.0002587604,0.876307,0.001234,0.00745532,0.01128079,0.0001904064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8326947,0.09786505,0.02358922,0.007025968,0.001198973,0.003246648,0.004511817,0.0001714445,0.0296962],"genre_scores_gemma":[0.9859415,0.007712579,0.004171643,0.0003428795,0.0001071432,0.0004222831,0.0005787157,0.00001219445,0.0007110855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102721,"threshold_uncertainty_score":0.05432469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403862361","doi":"10.18553/jmcp.2024.30.11.1318","title":"Unlocking the potential of digital therapeutics: The need for consistent and granular inclusion in drug compendia for managed care","year":2024,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Drug; Medicine; Inclusion (mineral); MEDLINE; Medical emergency; Drug approval; Intensive care medicine; Pharmacology; Psychology; Chemistry","authors":[{"name":"Joe Honcz","is_ca":false},{"name":"Jennifer S. Graff","is_ca":true},{"name":"Jann B. Skelton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03273581422332697,"gpt":0.3780985019300762,"spread":0.3453626877067492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1031208,0.0005512714,0.001175846,0.008330814,0.006816274,0.02753918,0.005472819,0.006666806,0.008961678],"category_scores_gemma":[0.2243392,0.001271061,0.001723623,0.006442298,0.01076622,0.03239357,0.01315789,0.01443596,0.002666862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01296003,"about_ca_system_score_gemma":0.06673159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574685,"about_ca_topic_score_gemma":0.02539418,"domain_scores_codex":[0.9210709,0.02591821,0.0100071,0.004557527,0.03535327,0.003093044],"domain_scores_gemma":[0.656406,0.1819505,0.03272332,0.05717401,0.04657499,0.02517109],"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":[0.00008725292,0.000518619,0.0127201,0.0008855125,0.00007269412,0.0003012869,0.003732888,0.0009359716,0.001449939,0.1757572,0.2171621,0.5863765],"study_design_scores_gemma":[0.0001091818,0.0003318308,0.02394641,0.004610335,0.0000728213,0.0007925854,0.002608849,0.002787773,0.001231721,0.1117398,0.85152,0.0002486543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02356795,0.01312266,0.04681452,0.7940623,0.004111275,0.001303493,0.0009157066,0.00243689,0.1136651],"genre_scores_gemma":[0.2334318,0.0199249,0.4141641,0.2937677,0.009594836,0.001910875,0.003224155,0.0009827093,0.02299905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1031208,"threshold_uncertainty_score":0.5453615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307427140","doi":"10.18553/jmcp.2022.28.11.1213","title":"COVID-19 and adherence to biologic therapies for psoriasis: An analysis of nationwide pharmacy claims data","year":2022,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":5,"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":"National Heart, Lung, and Blood Institute","keywords":"Coronavirus disease 2019 (COVID-19); Pharmacy; Medicine; 2019-20 coronavirus outbreak; MEDLINE; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psoriasis; Family medicine; Virology; Dermatology; Disease; Internal medicine; Infectious disease (medical specialty); Political science","authors":[{"name":"Meiqi He","is_ca":false},{"name":"Laura K. Ferris","is_ca":false},{"name":"Nico Gabriel","is_ca":false},{"name":"Mina Tadrous","is_ca":true},{"name":"Inmaculada Hernandez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09957264582041192,"gpt":0.3783236926464389,"spread":0.278751046826027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007082147,0.0002368854,0.0006148231,0.003397069,0.0004373109,0.001683668,0.0008318345,0.0006060232,0.003600319],"category_scores_gemma":[0.01789569,0.0003135471,0.001451675,0.007395004,0.0003114535,0.0008866214,0.00115616,0.001472773,0.000423381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000843264,"about_ca_system_score_gemma":0.001189736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009809146,"about_ca_topic_score_gemma":0.01389438,"domain_scores_codex":[0.989343,0.004585177,0.001904694,0.0008662736,0.002687634,0.0006132153],"domain_scores_gemma":[0.9661836,0.01153917,0.01687779,0.002305644,0.001658274,0.001435484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002884171,0.00006223856,0.9960921,0.00004060139,0.0003047658,0.00004534896,0.00003463183,0.00007420959,0.00005758531,0.00008094132,0.000500418,0.002418726],"study_design_scores_gemma":[0.00003680734,0.0001269337,0.9962077,0.00006106985,0.0001693078,0.0002340667,0.0002352647,0.00171439,0.00008838013,0.00008239568,0.001030163,0.00001343596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98131,0.001084428,0.0003962518,0.0007073983,0.00003155476,0.0000871278,0.01381611,0.00001478775,0.002552312],"genre_scores_gemma":[0.9909168,0.0003867106,0.0006087538,0.0001044411,0.00004889835,0.00006641061,0.007456307,0.00001230189,0.000399328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009809146,"threshold_uncertainty_score":0.03745443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609767893","doi":"10.18553/jmcp.2017.23.5.566","title":"Exploring Electronic Medical Record and Self-Administered Medication Risk Screening Tools in a Primary Care Clinic","year":2017,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Grey Nuns Community Hospital; University of Alberta","funders":"","keywords":"Medicine; Pharmacist; Health literacy; Health care; MEDLINE; Medical record; Family medicine; Electronic medical record; Pharmacy; Internal medicine","authors":[{"name":"Mark Makowsky","is_ca":true},{"name":"Ken Cor","is_ca":true},{"name":"Tat Wing Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1940712481111698,"gpt":0.4642996583454961,"spread":0.2702284102343264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0124544,0.0002360156,0.0004968572,0.002102166,0.000520525,0.001462334,0.0005777631,0.0007849363,0.001724788],"category_scores_gemma":[0.03163292,0.0003852467,0.0005941851,0.001805985,0.0003764952,0.001112364,0.001061573,0.0006972858,0.0003652349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008644237,"about_ca_system_score_gemma":0.001174321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532244,"about_ca_topic_score_gemma":0.007173678,"domain_scores_codex":[0.9863247,0.008428998,0.001366978,0.001221211,0.002094066,0.0005640174],"domain_scores_gemma":[0.9693095,0.01783578,0.007585994,0.001176415,0.002960166,0.001132122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429469,0.0002969369,0.9921682,0.00005403211,0.00006138407,0.00007733698,0.000482733,0.00004249547,0.0001552309,0.00001933233,0.000156674,0.006342613],"study_design_scores_gemma":[0.00007754088,0.001235378,0.9959629,0.00006058936,0.00006256253,0.0003102487,0.0008527789,0.0008988593,0.0001709199,0.0000436589,0.0003123843,0.00001216815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971579,0.0002710943,0.0004722431,0.0002291131,0.000009966676,0.0002113227,0.0005418326,0.000021805,0.001084744],"genre_scores_gemma":[0.9974528,0.00009921493,0.001709095,0.0001952294,0.000021596,0.0001623076,0.0002557427,0.000002814277,0.0001012265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124544,"threshold_uncertainty_score":0.06586599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310050139","doi":"10.18553/jmcp.2022.28.12.1392","title":"A dynamic analysis of medication adherence","year":2022,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medication adherence; Medicine; Medical prescription; Observational study; Emergency medicine; Internal medicine; Pharmacology","authors":[{"name":"Teresa B. Gibson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03377093411223851,"gpt":0.3632091920977731,"spread":0.3294382579855346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140926,0.000376068,0.0009184477,0.00137379,0.0005424201,0.001391726,0.0008390521,0.000982989,0.01142175],"category_scores_gemma":[0.009338065,0.0003861609,0.001369747,0.001433301,0.0004155633,0.001109572,0.001067963,0.001534133,0.0008853134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553601,"about_ca_system_score_gemma":0.001441105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03088429,"about_ca_topic_score_gemma":0.01382181,"domain_scores_codex":[0.9987552,0.0005571328,0.00004257629,0.000273959,0.0001357326,0.0002353951],"domain_scores_gemma":[0.9962112,0.002572796,0.0006090938,0.0002121081,0.0001767195,0.0002181755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001147476,0.000884047,0.2529063,0.000209694,0.001894002,0.0008212655,0.0008628293,0.4407246,0.002342157,0.1618823,0.01480511,0.1215202],"study_design_scores_gemma":[0.00009586581,0.0003759933,0.1112502,0.00005988257,0.0002656142,0.0002309133,0.0003406662,0.8402174,0.0002435839,0.03787953,0.008974825,0.00006564112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.88423,0.001535893,0.07873367,0.009048078,0.0001676902,0.0001754891,0.007748581,0.0002513077,0.01810926],"genre_scores_gemma":[0.9782683,0.0004806492,0.005125028,0.0002041832,0.0001158074,0.0001110372,0.001924349,0.00002860514,0.01374203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03088429,"threshold_uncertainty_score":0.06140906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511824391","doi":"10.18553/jmcp.2016.22.9.1064","title":"Budget Impact of Adding Ivabradine to Standard of Care in Patients with Chronic Systolic Heart Failure in the United States","year":2016,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Heart rate and cardiovascular health","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":"EVRAZ (Canada)","funders":"Amgen","keywords":"Ivabradine; Medicine; Heart failure; Medicare Advantage; Formulary; Emergency medicine; Internal medicine; Cardiology; Heart rate; Health care; Pharmacology; Blood pressure","authors":[{"name":"Jeffrey Borer","is_ca":false},{"name":"Emily Dorman","is_ca":true},{"name":"Stanimira Krotneva","is_ca":true},{"name":"Ying Zheng","is_ca":false},{"name":"Harshali Patel","is_ca":false},{"name":"Luigi Tavazzi","is_ca":false},{"name":"Michel Komajda","is_ca":false},{"name":"Ian Ford","is_ca":false},{"name":"Michael Böhm","is_ca":false},{"name":"Adrian Kielhorn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009468308968254735,"gpt":0.3081205340478019,"spread":0.2986522250795472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003283066,0.0007506397,0.0005483885,0.0006513685,0.0003876538,0.001253792,0.0006782516,0.0007540043,0.003585825],"category_scores_gemma":[0.009477921,0.0004353728,0.001466748,0.0008992091,0.0003955088,0.001101892,0.001115869,0.0009401346,0.0001738013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008411148,"about_ca_system_score_gemma":0.004812787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0758497,"about_ca_topic_score_gemma":0.05144781,"domain_scores_codex":[0.9972939,0.001838007,0.0001026288,0.0001511872,0.0002156125,0.0003987041],"domain_scores_gemma":[0.9973544,0.001379863,0.0005671108,0.00009143844,0.0003057415,0.0003014562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003218033,0.0009401994,0.181559,0.0003280834,0.001445187,0.0004575751,0.0001492039,0.7672189,0.000569692,0.005901927,0.00571503,0.03249723],"study_design_scores_gemma":[0.002488101,0.004864458,0.2243147,0.0006443819,0.002235153,0.0005300738,0.001461019,0.7430423,0.001197343,0.007649878,0.01144163,0.0001310053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794979,0.001216424,0.002445729,0.002396666,0.0000624469,0.0002522153,0.004227431,0.00004293448,0.009858295],"genre_scores_gemma":[0.9973194,0.0002668997,0.0008558788,0.000286075,0.000009113693,0.00008321708,0.0007903482,0.000004111649,0.0003849045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0758497,"threshold_uncertainty_score":0.1508164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412489576","doi":"10.18553/jmcp.2025.25051","title":"Costs of obesity, obesity-related complications, and weight loss in the United States: A systematic literature review","year":2025,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Bariatric Surgery and Outcomes","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":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Obesity; Indirect costs; Weight loss; Observational study; Systematic review; Cohort study; Medical costs; MEDLINE; Cost–benefit analysis; Demography; Gerontology; Internal medicine; Health care","authors":[{"name":"Alison M. Bjornson","is_ca":true},{"name":"Shelagh M. Szabo","is_ca":true},{"name":"B.M.K. Donato","is_ca":false},{"name":"Effie Kuti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01419568588630768,"gpt":0.313334275925445,"spread":0.2991385900391373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006312028,0.001688386,0.0065754,0.01883738,0.0006053065,0.002854602,0.001587792,0.001470755,0.003580102],"category_scores_gemma":[0.03995997,0.001125246,0.008177944,0.01804205,0.0006486177,0.00193353,0.001591018,0.001098446,0.0002133425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004911158,"about_ca_system_score_gemma":0.01077345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01423246,"about_ca_topic_score_gemma":0.03065948,"domain_scores_codex":[0.993135,0.002108819,0.002925385,0.0004096451,0.001220487,0.0002005965],"domain_scores_gemma":[0.9694224,0.02176252,0.006298121,0.0002842603,0.001992519,0.0002401559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001784803,0.00001651868,0.002701683,0.9504484,0.01527236,0.0001510696,0.0001408022,0.0002465515,0.00006183068,0.0002994738,0.001789611,0.02869322],"study_design_scores_gemma":[0.0002025067,0.0001421422,0.01021504,0.8928179,0.08278637,0.0006177978,0.0003139701,0.0002095889,0.0001132792,0.000437105,0.01210604,0.00003828494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002185725,0.9953176,0.0001247927,0.0002965224,0.00006888263,0.0002475112,0.001374328,0.000008774054,0.0003759295],"genre_scores_gemma":[0.022883,0.9749091,0.0006482441,0.0003498499,0.00005972197,0.0004769739,0.0005805799,0.000005808378,0.00008675055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01883738,"threshold_uncertainty_score":0.03563309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383186570","doi":"10.18553/jmcp.2023.29.7.758","title":"Health-related quality of life in GALAHAD: A multicenter, open-label, phase 2 study of niraparib for patients with metastatic castration-resistant prostate cancer and DNA-repair gene defects","year":2023,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"PARP inhibition in cancer therapy","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":"Centre Hospitalier de l’Université de Montréal; University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Oncology; Internal medicine; Olaparib; Cohort; Taxane; Breast cancer; Cancer; Poly ADP ribose polymerase; Biology","authors":[{"name":"Matthew R. Smith","is_ca":false},{"name":"Shahneen Sandhu","is_ca":false},{"name":"Daniel J. George","is_ca":false},{"name":"Kim Nguyen","is_ca":true},{"name":"Fred Saad","is_ca":true},{"name":"Antoine Thiery-Vuillemin","is_ca":false},{"name":"O. Ståhl","is_ca":false},{"name":"David Olmos","is_ca":false},{"name":"Daniel C. Danila","is_ca":false},{"name":"Rustem Gafanov","is_ca":false},{"name":"Elena Castro","is_ca":false},{"name":"Helen Moon","is_ca":false},{"name":"Anthony M. Joshua","is_ca":false},{"name":"Gary Mason","is_ca":false},{"name":"Byron M. Espina","is_ca":false},{"name":"Yan Liu","is_ca":false},{"name":"Angela Lopez‐Gitlitz","is_ca":false},{"name":"Peter Francis","is_ca":false},{"name":"Katherine B. Bevans","is_ca":false},{"name":"Karim Fizazi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09824664513683765,"gpt":0.4361366479699835,"spread":0.3378900028331459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001875627,0.0013893,0.001673526,0.0003945436,0.000418748,0.001012757,0.0009931671,0.001066426,0.002705736],"category_scores_gemma":[0.001107227,0.0005642709,0.001906339,0.0004302521,0.0009972084,0.0007422713,0.0004977171,0.002761373,0.0004739196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007329726,"about_ca_system_score_gemma":0.001215236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006657303,"about_ca_topic_score_gemma":0.001267252,"domain_scores_codex":[0.9991861,0.0004699687,0.00002439764,0.0001496078,0.00007409982,0.0000958061],"domain_scores_gemma":[0.9992223,0.0001038519,0.0001467969,0.00007310102,0.0000610244,0.0003929848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.77737,0.1106283,0.0152497,0.0006562628,0.002211585,0.0001941458,0.0002866811,0.001459101,0.01926433,0.0001745772,0.002696501,0.06980879],"study_design_scores_gemma":[0.7248711,0.2491864,0.02258467,0.00001876764,0.0003796695,0.0001828214,0.00004806233,0.0009093576,0.0006803249,0.0001096762,0.000998389,0.00003072925],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995948,0.0009487132,0.0002886249,0.0003794851,0.00008821976,0.001033948,0.0006586986,0.00004618716,0.0006081553],"genre_scores_gemma":[0.9926428,0.0007662433,0.001234137,0.001001989,0.0001610521,0.001875761,0.001522981,0.00001394318,0.0007811057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002705736,"threshold_uncertainty_score":0.009919345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385415391","doi":"10.18553/jmcp.2023.29.8.896","title":"Treatment patterns, health care resource utilization, and costs associated with use of atypical antipsychotics as first vs subsequent adjunctive treatment in major depressive disorder","year":2023,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Treatment of Major Depression","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":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Major depressive disorder; Adjunctive treatment; Psychiatry; Resource use; Bipolar disorder; Schizophrenia (object-oriented programming); MEDLINE; Health care; Mood","authors":[{"name":"Rakesh K. Jain","is_ca":false},{"name":"François Laliberté","is_ca":true},{"name":"Guillaume Germain","is_ca":true},{"name":"Malena Mahendran","is_ca":true},{"name":"Amanda Harrington","is_ca":false},{"name":"Mousam Parikh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04567015405411958,"gpt":0.3411468752849681,"spread":0.2954767212308486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008823839,0.0002234287,0.0003627728,0.001479154,0.0003311542,0.0008407452,0.0006268674,0.0004073185,0.001434806],"category_scores_gemma":[0.005002265,0.0002598946,0.0006965997,0.002676602,0.000197462,0.0005345563,0.0006184298,0.0006403329,0.0001499613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851614,"about_ca_system_score_gemma":0.001034314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03255218,"about_ca_topic_score_gemma":0.0402534,"domain_scores_codex":[0.9986791,0.0002818433,0.0003036012,0.0002514383,0.0002907426,0.0001932608],"domain_scores_gemma":[0.9960591,0.0005912824,0.002729703,0.00008203411,0.0002596558,0.0002782753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002371412,0.00005171611,0.9974154,0.00001993216,0.0001076555,0.00004650898,0.00003426242,0.0001272532,0.00003350593,0.0000261196,0.0003464636,0.001553943],"study_design_scores_gemma":[0.00001781448,0.0000518579,0.998668,0.00002019405,0.00003985092,0.0001099837,0.0001684793,0.0007242491,0.00002936078,0.00002602434,0.0001397215,0.000004501973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962567,0.0004538763,0.00003485044,0.0001205721,0.000004092325,0.00001957275,0.002748047,0.000002872406,0.0003594731],"genre_scores_gemma":[0.9971244,0.0002727423,0.00009123793,0.00005690492,0.000009369423,0.00002912243,0.002325766,0.000002143236,0.00008834064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03255218,"threshold_uncertainty_score":0.0647254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404850065","doi":"10.18553/jmcp.2024.30.12.1349","title":"Fear of missing out: Drug availability in the United States vs Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","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 Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Drug; MEDLINE; Medicine; Environmental health; Pharmacology; Political science; Law","authors":[{"name":"Mina Tadrous","is_ca":true},{"name":"Clara Chen","is_ca":true},{"name":"Katherine Callaway Kim","is_ca":false},{"name":"Martin Ho","is_ca":true},{"name":"Joel Lexchin","is_ca":false},{"name":"Inmaculada Hernandez","is_ca":false},{"name":"Katie J. Suda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04763722699797736,"gpt":0.3059557295201401,"spread":0.2583185025221628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002892989,0.0001220487,0.0003592508,0.002052485,0.001833936,0.001884064,0.001006969,0.0005473671,0.004168261],"category_scores_gemma":[0.01536831,0.0001690341,0.0005857183,0.006522892,0.001520893,0.001052302,0.001430723,0.001663684,0.0001341855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01700541,"about_ca_system_score_gemma":0.02342925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9457796,"about_ca_topic_score_gemma":0.9584642,"domain_scores_codex":[0.996796,0.0004272311,0.0002516916,0.0003213531,0.001452757,0.0007509832],"domain_scores_gemma":[0.9760779,0.00445146,0.01098036,0.0003935927,0.004489266,0.003607359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008300826,0.00002644136,0.9908524,0.00004545191,0.00006917718,0.00008938552,0.0007018603,0.000175568,0.00001854901,0.0007202731,0.002976987,0.004241039],"study_design_scores_gemma":[0.00000914858,0.00002628212,0.9915763,0.0001981523,0.00006559307,0.0001464162,0.00361235,0.0006850741,0.00005616431,0.0002731458,0.003330773,0.00002076259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524614,0.002867227,0.0003621991,0.00938798,0.0000535237,0.0001051844,0.009089728,0.00001543233,0.02565721],"genre_scores_gemma":[0.996567,0.0007542854,0.000128618,0.0008035121,0.00001850474,0.00001621168,0.001235022,0.000004867973,0.0004719452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05422044,"threshold_uncertainty_score":0.1233835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2417977696","doi":"10.18553/jmcp.2015.21.12.1116","title":"Proceedings of the AMCP Partnership Forum: Breaking the Link Between Pain Management and Opioid Use Disorder","year":2015,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Center for Substance Abuse Prevention; Center for Substance Abuse Treatment; Substance Abuse and Mental Health Services Administration; Depomed; Office of National Drug Control Policy; York University; Purdue Pharma; Zogenix; Medical Center, University of Pittsburgh; University of Pittsburgh; Purdue University; Kaiser Permanente; U.S. Food and Drug Administration; CVS Health; Blue Cross Blue Shield of Massachusetts","keywords":"Opioid use disorder; Opioid; Pain management; General partnership; Chronic pain; Medicine; Psychiatry; Psychology; Psychotherapist; Political science; Physical therapy; Internal medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04133833532833597,"gpt":0.3137033944712974,"spread":0.2723650591429614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03188022,0.001268521,0.0009413465,0.001280164,0.01196765,0.007281742,0.002863137,0.01999013,0.01367213],"category_scores_gemma":[0.04092813,0.0008559574,0.001629459,0.001042866,0.00339937,0.005584277,0.0135765,0.02861306,0.002264545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005264053,"about_ca_system_score_gemma":0.03975742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009306732,"about_ca_topic_score_gemma":0.0294131,"domain_scores_codex":[0.9823105,0.005890918,0.0009330751,0.001121861,0.006328041,0.003415588],"domain_scores_gemma":[0.9521557,0.0109326,0.002235639,0.001008073,0.008615189,0.02505275],"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":[0.00006103483,0.0003625694,0.001515984,0.0002090681,0.00002568571,0.0006247648,0.0009433532,0.0001083108,0.0003602529,0.002330715,0.962482,0.03097615],"study_design_scores_gemma":[0.00009486607,0.0001516738,0.00573899,0.0005328347,0.0000266883,0.0003788788,0.002411051,0.0002883757,0.000270543,0.002784182,0.987269,0.00005276467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002254497,0.003597948,0.0006464394,0.9346361,0.05035518,0.0002596937,0.0001445942,0.00003852033,0.008066968],"genre_scores_gemma":[0.07418976,0.01819682,0.007721441,0.6417881,0.1611814,0.001680229,0.0008718823,0.0002715972,0.09409869],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03188022,"threshold_uncertainty_score":0.1686007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2690274894","doi":"10.18553/jmcp.2017.23.6-b.s2","title":"The Emerging Role of Pimavanserin in the Management of Parkinson’s Disease Psychosis","year":2017,"lang":"en","type":"review","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Parkinson's Disease Mechanisms and Treatments","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":"Centre for Movement Disorders","funders":"Genentech; H. Lundbeck A/S; Acorda Therapeutics; Allergan; ACADIA Pharmaceuticals; Eisai; Sunovion; Teva Pharmaceutical Industries","keywords":"Psychosis; Parkinson's disease; Disease; Disease management; Medicine; MEDLINE; Psychiatry; Pathology; Political science","authors":[{"name":"Neal Hermanowicz","is_ca":false},{"name":"Gustavo Alva","is_ca":false},{"name":"Fernando Pagán","is_ca":false},{"name":"Alberto J. Espay","is_ca":false},{"name":"Amita Patel","is_ca":false},{"name":"Katya Cruz Madrid","is_ca":false},{"name":"Daniel Kremens","is_ca":true},{"name":"Jim Kenney","is_ca":false},{"name":"Sheila Arquette","is_ca":false},{"name":"Gary Tereso","is_ca":false},{"name":"Maria Carolina Barbosa Teixeira Lopes","is_ca":false},{"name":"Carolyn Farnum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06193353690948573,"gpt":0.3984877224697301,"spread":0.3365541855602444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01063889,0.0003460632,0.0008203491,0.0007420555,0.0008884206,0.002901089,0.0009714813,0.002505675,0.00190862],"category_scores_gemma":[0.01157004,0.000217276,0.0007227679,0.000554901,0.001567413,0.002909715,0.00151703,0.007517722,0.0003912984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002648831,"about_ca_system_score_gemma":0.002943172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409938,"about_ca_topic_score_gemma":0.005637601,"domain_scores_codex":[0.9966402,0.001701757,0.000435434,0.0002628292,0.0007039647,0.0002558077],"domain_scores_gemma":[0.9897546,0.006590231,0.0007946532,0.0001527399,0.001720882,0.0009869098],"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":[0.0004972253,0.0001929899,0.002797694,0.002396683,0.0001210301,0.002518979,0.001141186,0.001165259,0.002591947,0.01209822,0.07521712,0.8992617],"study_design_scores_gemma":[0.000598633,0.001288203,0.01485189,0.009920539,0.0002571445,0.006047936,0.002954264,0.002167478,0.001397375,0.02847138,0.9318899,0.0001552749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01422426,0.494429,0.00196536,0.4623395,0.00366918,0.0000568821,0.0000819414,0.00007161937,0.0231623],"genre_scores_gemma":[0.2534775,0.5742052,0.01198834,0.1298293,0.02647449,0.0001482616,0.0001424145,0.00005972691,0.003674737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01063889,"threshold_uncertainty_score":0.05626452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402830730","doi":"10.18553/jmcp.2024.30.10.1136","title":"A real-world study of persistence and adherence to prescription medications in patients with chronic idiopathic constipation in the United States","year":2024,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Allergan; Bausch Health; Takeda Pharmaceuticals U.S.A.; Coloplast; University of Miami; Alnylam Pharmaceuticals","keywords":"Persistence (discontinuity); Medicine; Medical prescription; Medication adherence; Constipation; Real world evidence; Chronic disease; Family medicine; Internal medicine; Nursing","authors":[{"name":"Brooks D. Cash","is_ca":false},{"name":"Mei Lü","is_ca":false},{"name":"Anthony Lembo","is_ca":false},{"name":"Paul Feuerstadt","is_ca":false},{"name":"Linda Anh B. Nguyen","is_ca":false},{"name":"Emi Terasawa","is_ca":false},{"name":"Rajeev Ayyagari","is_ca":false},{"name":"Shawn Du","is_ca":false},{"name":"Selina Pi","is_ca":false},{"name":"Ben Westermeyer","is_ca":false},{"name":"Brian Terreri","is_ca":false},{"name":"Mena Boules","is_ca":false},{"name":"Baharak Moshiree","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0316678700130399,"gpt":0.3199147153283446,"spread":0.2882468453153047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002039921,0.0002449158,0.00033409,0.0009645044,0.0007217275,0.0008929312,0.0004083188,0.0006676816,0.001192943],"category_scores_gemma":[0.00538338,0.0003217287,0.0005480358,0.001639912,0.0004099649,0.0006823114,0.0007302482,0.0009149876,0.0002097631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006124098,"about_ca_system_score_gemma":0.0007713182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296215,"about_ca_topic_score_gemma":0.01546486,"domain_scores_codex":[0.9982822,0.0006806805,0.0002463607,0.0002818907,0.0003147472,0.0001942024],"domain_scores_gemma":[0.9947271,0.0007572547,0.003180175,0.0004136115,0.000441064,0.0004807505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004782723,0.00006929728,0.9993258,0.000006611683,0.00004928128,0.00001745349,0.0000615433,0.000009361086,0.00001839832,0.000008286939,0.00009316888,0.0002929306],"study_design_scores_gemma":[0.00001581806,0.0001581036,0.9989311,0.00001216479,0.00003396983,0.0001483607,0.0003103989,0.0001532045,0.00001581048,0.00001243931,0.0002042759,0.000004353695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983145,0.0001951475,0.00006040876,0.00008765516,0.000006614788,0.00002106345,0.001030016,0.000002252585,0.0002822636],"genre_scores_gemma":[0.9987269,0.00009366104,0.00009891597,0.00008489982,0.00001181206,0.00002741647,0.0008946337,0.000001164305,0.00006064069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01296215,"threshold_uncertainty_score":0.02577335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367550171","doi":"10.18553/jmcp.2023.29.5.499","title":"Place of care and costs associated with acute episodes and remission in schizophrenia","year":2023,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Schizophrenia research and treatment","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 Toronto","funders":"","keywords":"Medicine; Clozapine; Schizophrenia (object-oriented programming); Emergency department; Acute care; Inpatient care; Diagnosis of schizophrenia; Psychiatry; Antipsychotic; Ambulatory care; Managed care; Emergency medicine; Health care; Pediatrics; Psychosis","authors":[{"name":"Roger S. McIntyre","is_ca":true},{"name":"Quan V. Doan","is_ca":false},{"name":"Diana T. Amari","is_ca":false},{"name":"Daniel Mercer","is_ca":false},{"name":"Patrick Gillard","is_ca":false},{"name":"Amanda Harrington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01710090182034417,"gpt":0.3222262041200625,"spread":0.3051253022997183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024501,0.0001412471,0.0003288666,0.001905601,0.0007197548,0.001362324,0.0005601835,0.000479927,0.006846017],"category_scores_gemma":[0.01945774,0.0001926908,0.0006133783,0.003254915,0.0003038339,0.0009478724,0.001301573,0.001174524,0.0002920731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389248,"about_ca_system_score_gemma":0.001805246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02942173,"about_ca_topic_score_gemma":0.02582191,"domain_scores_codex":[0.9981504,0.0007098884,0.0003308562,0.000083336,0.0003942063,0.0003312082],"domain_scores_gemma":[0.9857492,0.002311286,0.008734852,0.0002639388,0.0007074235,0.002233197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005689081,0.0001159496,0.9700959,0.000212848,0.0001960797,0.000369787,0.0003999371,0.0003099245,0.00003395715,0.001100102,0.004270575,0.02232608],"study_design_scores_gemma":[0.00002079696,0.00006049573,0.9961334,0.0002397968,0.00005063712,0.0003391435,0.001209756,0.0003897569,0.00001351873,0.0005592626,0.0009693165,0.0000140112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718493,0.007648915,0.0001814291,0.006087924,0.0002147146,0.00004680126,0.004942937,0.00001391831,0.009014145],"genre_scores_gemma":[0.996819,0.001664863,0.0001282132,0.0001089935,0.0001097617,0.00001965535,0.0008193182,0.000005854981,0.0003242519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02942173,"threshold_uncertainty_score":0.05850095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396723201","doi":"10.18553/jmcp.2024.23324","title":"Evaluating the cost-effectiveness of voclosporin for the treatment of lupus nephritis in the United States","year":2024,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Aurinia (Canada)","funders":"","keywords":"Lupus nephritis; Medicine; MEDLINE; Intensive care medicine; Internal medicine; Disease; Political science","authors":[{"name":"Lisa Kennedy","is_ca":false},{"name":"Ernie Lee","is_ca":false},{"name":"Ronald P. Flauto","is_ca":true},{"name":"Victoria Atencio","is_ca":true},{"name":"Vanessa Birardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1251450861698361,"gpt":0.4600347434019011,"spread":0.334889657232065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01397513,0.001072716,0.001706635,0.001983563,0.0003127073,0.002128093,0.0009350998,0.00161548,0.00523131],"category_scores_gemma":[0.05003669,0.0005991549,0.004925861,0.002561688,0.0004690861,0.001307044,0.0009816978,0.001821122,0.0002677836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008333059,"about_ca_system_score_gemma":0.006730913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01964506,"about_ca_topic_score_gemma":0.0138371,"domain_scores_codex":[0.9898851,0.008025916,0.000647845,0.0003016712,0.0007647928,0.0003746487],"domain_scores_gemma":[0.976716,0.01596249,0.003899209,0.0003571676,0.002040628,0.001024473],"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":[0.0799012,0.00540383,0.1223012,0.02775777,0.04906595,0.0007539862,0.0002722825,0.3065967,0.0009585753,0.01728666,0.05466452,0.3350374],"study_design_scores_gemma":[0.05256424,0.04931563,0.2435609,0.04067083,0.1015478,0.001869901,0.00161617,0.3931861,0.003203463,0.02668826,0.08517063,0.0006061417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6627226,0.2211232,0.007993955,0.02729833,0.001615862,0.006437351,0.03816219,0.000250991,0.03439552],"genre_scores_gemma":[0.9652242,0.01995083,0.004402057,0.00268524,0.0001982905,0.00160713,0.005265948,0.000029113,0.0006372079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01964506,"threshold_uncertainty_score":0.07390845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310049761","doi":"10.18553/jmcp.2022.28.12.1410","title":"Justification for initiating patiromer when restricted by prior authorization and clinical guidance in a US health care system","year":2022,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Potassium and Related Disorders","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; Hyperkalemia; Prior authorization; Intensive care medicine; Kidney disease; Formulary; Medical emergency; Family medicine; Nursing; Internal medicine","authors":[{"name":"Shardool Patel","is_ca":false},{"name":"Joshua Qualls","is_ca":false},{"name":"Derek Pinnell","is_ca":false},{"name":"Anitha Rathod","is_ca":false},{"name":"Wei Chen","is_ca":false},{"name":"Brian C. Sauer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02732784023174946,"gpt":0.3605037094673068,"spread":0.3331758692355574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004029535,0.000110799,0.0001438714,0.0009371391,0.001134729,0.0010319,0.0004626929,0.0004844497,0.004936245],"category_scores_gemma":[0.0396344,0.0001891889,0.0002524598,0.000797681,0.0004966352,0.0007881423,0.001218089,0.0008311226,0.0003260644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914678,"about_ca_system_score_gemma":0.005371332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005575432,"about_ca_topic_score_gemma":0.01539289,"domain_scores_codex":[0.9943609,0.00234554,0.001168139,0.0003652173,0.001196327,0.0005639142],"domain_scores_gemma":[0.9590613,0.01787256,0.01801006,0.0007417123,0.002274451,0.002039927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003418821,0.0003063597,0.9194448,0.0004355212,0.00004812313,0.002578493,0.00437967,0.0003122432,0.001137146,0.001242849,0.008495955,0.06127699],"study_design_scores_gemma":[0.00006440216,0.001033416,0.9388763,0.001630188,0.00006462217,0.009369437,0.02040147,0.002085193,0.001382511,0.0008798985,0.02413725,0.00007530065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809594,0.001113498,0.001040151,0.005223586,0.00008052145,0.0002814933,0.0005974721,0.00007545212,0.0106284],"genre_scores_gemma":[0.996196,0.0006064855,0.001304292,0.001165993,0.00005882518,0.00005265066,0.0002156171,0.000009527563,0.0003905987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005575432,"threshold_uncertainty_score":0.02131051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094921969","doi":"10.18553/jmcp.2020.26.11.1464","title":"ICER’s assessment of lasmiditan, rimegepant, and ubrogepant for acute migraine","year":2020,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cardiome (Canada)","funders":"","keywords":"Medicine; Migraine; Nothing; Acute migraine; Alternative medicine; MEDLINE; Traditional medicine; Family medicine; Psychiatry; Political science","authors":[{"name":"Meg Franklin","is_ca":false},{"name":"Eric Druyts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04822527861783481,"gpt":0.3985396246952914,"spread":0.3503143460774565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009335838,0.0002102851,0.0007442718,0.0006675454,0.001199609,0.001395757,0.001406052,0.008318673,0.009630764],"category_scores_gemma":[0.1072555,0.0001727994,0.001170556,0.0006587028,0.0007660851,0.00150706,0.0007251971,0.006090284,0.0009437699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409166,"about_ca_system_score_gemma":0.008127637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0198127,"about_ca_topic_score_gemma":0.05969236,"domain_scores_codex":[0.9926837,0.003587901,0.001227055,0.0004725483,0.001443158,0.0005857243],"domain_scores_gemma":[0.9555532,0.0287537,0.002927104,0.0009453094,0.009216708,0.002603957],"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":[0.0008738468,0.0001030851,0.008992916,0.001024103,0.0003063081,0.001174993,0.000372604,0.0001808509,0.0001425484,0.005128886,0.9295163,0.0521836],"study_design_scores_gemma":[0.00169527,0.0005213353,0.02849429,0.01261137,0.001054983,0.002664923,0.001125666,0.0006707773,0.0005816487,0.007195652,0.9432367,0.0001473928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008869549,0.01751443,0.000186336,0.8879965,0.01854111,0.0001112355,0.001286483,0.0000197089,0.06547463],"genre_scores_gemma":[0.195816,0.02013501,0.001380932,0.726301,0.04619619,0.0001645204,0.0009390519,0.00004321631,0.00902421],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0198127,"threshold_uncertainty_score":0.04937321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800541776","doi":"10.18553/jmcp.2018.24.5.464","title":"Publicly Funded Oral Chronic Hepatitis B Treatment Patterns in Ontario over 16 Years: An Ecologic Study","year":2018,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Hepatitis B Virus Studies","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":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Toronto General Hospital; St. Michael's Hospital","funders":"Leslie Dan Faculty of Pharmacy, University of Toronto; Department of Medicine, University of Toronto; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Research Institute","keywords":"Medicine; Reimbursement; Public health; Family medicine; Hepatitis B; Hepatitis B virus; Christian ministry; Health care; Environmental health; Virology; Nursing; Economic growth; Political science","authors":[{"name":"Mina Tadrous","is_ca":true},{"name":"Mayur Brahmania","is_ca":true},{"name":"Diana Martins","is_ca":true},{"name":"Simon R. Knowles","is_ca":true},{"name":"Harry L.A. Janssen","is_ca":true},{"name":"Muhammad Mamdani","is_ca":true},{"name":"David N. Juurlink","is_ca":true},{"name":"Tara Gomes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06051758302697124,"gpt":0.3582263600865487,"spread":0.2977087770595775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007630199,0.0003802204,0.0005097645,0.001580094,0.002473288,0.001221376,0.00127288,0.0005972537,0.002698009],"category_scores_gemma":[0.002315944,0.0005787784,0.001086093,0.005336403,0.0008178147,0.000790856,0.001407227,0.0005695688,0.0003647161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514961,"about_ca_system_score_gemma":0.02330474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744228,"about_ca_topic_score_gemma":0.9853918,"domain_scores_codex":[0.998779,0.0000993046,0.0001077372,0.0001887871,0.0003824186,0.0004427321],"domain_scores_gemma":[0.9957956,0.0001554213,0.001932126,0.0001432346,0.001124054,0.0008496635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004690664,0.00002906869,0.9975984,0.00003393522,0.00004086368,0.00004410212,0.0007065815,0.00002903408,0.00004358445,0.00002993931,0.0005527333,0.0008447774],"study_design_scores_gemma":[0.000009405136,0.0000233301,0.9984072,0.00002394783,0.00001762428,0.00002494304,0.0008682425,0.00008485718,0.000008383295,0.000008438544,0.00051835,0.000005297018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909707,0.0003834799,0.00007178111,0.0003269322,0.000008406613,0.00007983034,0.006396771,0.000006161194,0.001755821],"genre_scores_gemma":[0.996316,0.0003369601,0.000111468,0.0001177555,0.000009914661,0.00006615964,0.002223255,0.000005499558,0.000813141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02557719,"threshold_uncertainty_score":0.182474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136296759","doi":"10.18553/jmcp.2021.27.4.426","title":"Effect of a pharmacy comprehensive chronic diseases care plan on use of lipid-lowering drugs among patients with hypertension","year":2021,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":2,"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; Odds ratio; Pharmacy; Logistic regression; Internal medicine; Family medicine","authors":[{"name":"Arsène Zongo","is_ca":true},{"name":"Scot H. Simpson","is_ca":true},{"name":"Jeffrey Johnson","is_ca":true},{"name":"Dean T. Eurich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02760336170789218,"gpt":0.3042887938218259,"spread":0.2766854321139337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004459215,0.0002882498,0.0004330232,0.0004519357,0.0006985173,0.001229834,0.0008439132,0.0009367669,0.001238823],"category_scores_gemma":[0.0165805,0.0003226976,0.001871135,0.0009551379,0.0003558787,0.0006151994,0.000995771,0.001358041,0.00007707625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309947,"about_ca_system_score_gemma":0.00340565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1338998,"about_ca_topic_score_gemma":0.1290338,"domain_scores_codex":[0.9953205,0.002356324,0.0002927589,0.000436966,0.0009554779,0.0006380206],"domain_scores_gemma":[0.9884384,0.003832019,0.004216435,0.0006829939,0.000575159,0.002254974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009790794,0.0002845944,0.9948715,0.00001363195,0.0002658537,0.0000207555,0.00004925872,0.0001555464,0.00002884162,0.00003060615,0.0001402912,0.00316008],"study_design_scores_gemma":[0.00005250718,0.000410219,0.9987441,0.0000113864,0.0001196903,0.00001807173,0.00005259539,0.0004652941,0.00001415907,0.00001147619,0.00009755559,0.000002888509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984559,0.0003402223,0.00004103575,0.0003410974,0.00001760985,0.00002697753,0.0002484503,0.000004559375,0.0005241574],"genre_scores_gemma":[0.9994197,0.0000876352,0.00008270999,0.00007751212,0.0000168017,0.00001223447,0.0001728448,9.605201e-7,0.0001295684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338998,"threshold_uncertainty_score":0.2662408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413427728","doi":"10.18553/jmcp.2025.24302","title":"Changes in urine albumin-to-creatinine ratio and health care resource utilization and costs in patients with type 2 diabetes and chronic kidney disease","year":2025,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Chronic Kidney Disease and Diabetes","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 Manitoba","funders":"","keywords":"Medicine; Creatinine; Kidney disease; Diabetes mellitus; Urine; Type 2 diabetes; Albumin; Disease; Intensive care medicine; Albuminuria; Internal medicine; Health care; Urology; Endocrinology","authors":[{"name":"Kevin M. Pantalone","is_ca":false},{"name":"Rakesh K. Singh","is_ca":false},{"name":"Aozhou Wu","is_ca":false},{"name":"Keith A. Betts","is_ca":false},{"name":"Yan Chen","is_ca":false},{"name":"Youssef Farag","is_ca":false},{"name":"Scott C. Beeman","is_ca":false},{"name":"Yuxian Du","is_ca":false},{"name":"Sheldon X. Kong","is_ca":false},{"name":"Todd Williamson","is_ca":false},{"name":"Qixin Li","is_ca":false},{"name":"Brendan Rabideau","is_ca":false},{"name":"Navdeep Tangri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01218466702206168,"gpt":0.304678814540722,"spread":0.2924941475186603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516756,0.0003305685,0.0005074518,0.001666322,0.0003519455,0.000892861,0.0005776574,0.0005141044,0.001355516],"category_scores_gemma":[0.005773712,0.0002573848,0.0008019185,0.003147396,0.0002613383,0.0006628762,0.000671843,0.0009603881,0.0001645202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044883,"about_ca_system_score_gemma":0.0007171179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01481955,"about_ca_topic_score_gemma":0.01332367,"domain_scores_codex":[0.9986346,0.0004830101,0.000248894,0.0001705414,0.0003118134,0.0001510986],"domain_scores_gemma":[0.9959939,0.0007546537,0.002531852,0.0001102723,0.0002492187,0.0003601976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007050193,0.00004722027,0.9989567,0.0000156561,0.00008955467,0.00002088068,0.00001179891,0.0000945087,0.000007895416,0.00001039513,0.0001234171,0.0005515396],"study_design_scores_gemma":[0.0000110774,0.00004760543,0.9990084,0.00001217914,0.00004587588,0.00007621595,0.00005206044,0.0006130175,0.00001419134,0.00002561482,0.00009019582,0.00000377775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956601,0.001229031,0.00009698547,0.0002441432,0.00001784725,0.00002327205,0.002078288,0.000005661692,0.0006445656],"genre_scores_gemma":[0.9978791,0.0003607135,0.0001661934,0.00008525012,0.0000325503,0.00003218004,0.001339444,0.000001963654,0.0001025009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481955,"threshold_uncertainty_score":0.02946663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}