{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":120,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":120,"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":"a4509eb3fd44","filters":{"venue":"Journal of Public Health Management and Practice"}},"results":[{"id":"W2791935956","doi":"10.1097/phh.0000000000000780","title":"The Impact of Implementing Tobacco Control Policies: The 2017 Tobacco Control Policy Scorecard","year":2018,"lang":"en","type":"review","venue":"Journal of Public Health Management and Practice","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Work & Health","funders":"National Cancer Institute; National Institute on Drug Abuse","keywords":"Balanced scorecard; Tobacco control; Control (management); Business; Smoking cessation; Public economics; Health policy; Environmental health; Narrative review; Marketing; Advertising; Public health; Medicine; Economics; Nursing","authors":[{"name":"David T. Levy","is_ca":true},{"name":"Jamie Tam","is_ca":false},{"name":"Charlene C. Kuo","is_ca":false},{"name":"Geoffrey T. Fong","is_ca":false},{"name":"Frank J. Chaloupka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1831493129001512,"gpt":0.5011634729543124,"spread":0.3180141600541613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02470411,0.001879937,0.004031725,0.01455266,0.0006615269,0.006082603,0.001583031,0.002833722,0.004320674],"category_scores_gemma":[0.08332357,0.0006088518,0.003984362,0.01292991,0.001503919,0.004813579,0.004064302,0.003391511,0.0006341243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01219099,"about_ca_system_score_gemma":0.03112635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616425,"about_ca_topic_score_gemma":0.01830563,"domain_scores_codex":[0.9724935,0.009340077,0.005419269,0.0007273827,0.01136785,0.0006518885],"domain_scores_gemma":[0.9556635,0.02934778,0.006139481,0.0006001782,0.007345439,0.0009035764],"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":[0.0002563559,0.00008660311,0.001809787,0.07979579,0.001587772,0.00003579793,0.0002586821,0.001479691,0.0001946009,0.01559663,0.06369049,0.8352078],"study_design_scores_gemma":[0.0005782165,0.0004054699,0.01500399,0.2490804,0.006442627,0.0002207266,0.0004791499,0.001195176,0.0008774669,0.01356138,0.7119576,0.0001976773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003786248,0.9347702,0.002660276,0.03245818,0.007736896,0.001286126,0.004483921,0.000159322,0.0126588],"genre_scores_gemma":[0.05182244,0.9147366,0.01097932,0.01153111,0.002631074,0.001693972,0.004634976,0.00009194874,0.001878483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02470411,"threshold_uncertainty_score":0.1306494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2418173717","doi":"10.1097/phh.0000000000000331","title":"The Public Health Workforce Interests and Needs Survey","year":2015,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":158,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"de Beaumont Foundation","keywords":"Workforce; Public health; Quarter (Canadian coin); Job satisfaction; Demographics; Stratified sampling; Medicine; Psychology; Public relations; Business; Family medicine; Nursing; Political science; Demography; Geography; Sociology; Social psychology","authors":[{"name":"Katie Sellers","is_ca":false},{"name":"Jonathon P. Leider","is_ca":false},{"name":"Elizabeth Harper","is_ca":false},{"name":"Brian C. Castrucci","is_ca":false},{"name":"Kiran Bharthapudi","is_ca":false},{"name":"Rivka Liss‐Levinson","is_ca":false},{"name":"Paul E. Jarris","is_ca":false},{"name":"Edward L. Hunter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4739785628720732,"gpt":0.5510506742867722,"spread":0.077072111414699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003431718,0.0002029684,0.0002026957,0.001417462,0.000708941,0.0004908185,0.0006708468,0.0004686018,0.003812541],"category_scores_gemma":[0.006448686,0.000293543,0.0002213773,0.002184811,0.0002184661,0.0009647493,0.001897355,0.001037325,0.001360399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266709,"about_ca_system_score_gemma":0.004655665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0184605,"about_ca_topic_score_gemma":0.0271356,"domain_scores_codex":[0.9981148,0.0006385561,0.0002719101,0.0001585439,0.0005216407,0.0002945946],"domain_scores_gemma":[0.9946866,0.0008427351,0.001522163,0.0002825634,0.001377699,0.001288159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002091788,0.0006017723,0.7948261,0.0005555549,0.00006869677,0.0001412595,0.002198629,0.0003137912,0.0008122973,0.0009822727,0.1408683,0.05842211],"study_design_scores_gemma":[0.00006221223,0.0002145036,0.9425967,0.0002026998,0.00001882864,0.00008184533,0.002495895,0.0001882813,0.0001716965,0.0002248574,0.05372737,0.00001516356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217101,0.0008979518,0.002955828,0.01557919,0.0002865594,0.005408939,0.2118692,0.0002669153,0.04102526],"genre_scores_gemma":[0.7969585,0.002231893,0.01030419,0.00847017,0.0003873173,0.01988974,0.1459977,0.00006091414,0.01569957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0184605,"threshold_uncertainty_score":0.03670615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104628956","doi":"10.1097/phh.0b013e3181b1ec0e","title":"Health Human Resources Planning and the Production of Health","year":2009,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Global Health Care Issues","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto; Dalhousie University; Western University","funders":"","keywords":"Service provider; Workforce; Health care; Business; Productivity; Population; Service (business); Risk analysis (engineering); Process management; Knowledge management; Computer science; Marketing; Environmental health; Medicine; Economics; Economic growth","authors":[{"name":"Stephen Birch","is_ca":true},{"name":"George Kephart","is_ca":true},{"name":"Gail Tomblin Murphy","is_ca":true},{"name":"Linda O’Brien‐Pallas","is_ca":true},{"name":"Rob Alder","is_ca":true},{"name":"Adrian MacKenzie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.189054505407391,"gpt":0.5216109975472936,"spread":0.3325564921399026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006460863,0.0007591886,0.0004922989,0.001975041,0.0008950287,0.004141735,0.00109805,0.001232916,0.01060324],"category_scores_gemma":[0.01417395,0.0005540972,0.0006725618,0.003278036,0.003450259,0.003384951,0.001779819,0.001332848,0.000663147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007781733,"about_ca_system_score_gemma":0.01678802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881098,"about_ca_topic_score_gemma":0.01665836,"domain_scores_codex":[0.9947806,0.003963986,0.0001452898,0.0002936044,0.0004243089,0.0003921524],"domain_scores_gemma":[0.9893767,0.008153577,0.0007710285,0.0006152134,0.000620103,0.0004634322],"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":[0.00003463999,0.00007378872,0.004401991,0.0004241302,0.00005714438,0.0001506884,0.0008154074,0.1108636,0.0001649439,0.7963398,0.01192981,0.07474409],"study_design_scores_gemma":[0.0000313497,0.0001647109,0.004759493,0.0007110701,0.00003395671,0.00008781833,0.003050007,0.08751561,0.0003748036,0.8014106,0.1018041,0.00005641171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03384719,0.007190171,0.5344689,0.0475822,0.0008769142,0.001814094,0.002617775,0.0004281857,0.3711746],"genre_scores_gemma":[0.8039103,0.008685017,0.1607911,0.001954543,0.0005374808,0.001241214,0.001170253,0.00008099271,0.02162905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01881098,"threshold_uncertainty_score":0.05646068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045243042","doi":"10.1097/phh.0000000000001219","title":"Permanent Supportive Housing With Housing First to Reduce Homelessness and Promote Health Among Homeless Populations With Disability: A Community Guide Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Public Health Management and Practice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institutes of Health","keywords":"Supportive housing; Housing First; Mental health; Government (linguistics); Inclusion (mineral); Gerontology; Psychiatry; Medicine; Substance abuse; Affordable housing; Health care; Psychology; Mental illness; Political science; Economic growth","authors":[{"name":"Yinan Peng","is_ca":false},{"name":"Robert A. Hahn","is_ca":false},{"name":"Ramona Finnie","is_ca":false},{"name":"Jamaicia Cobb","is_ca":false},{"name":"Samantha P. Williams","is_ca":false},{"name":"Jonathan E. Fielding","is_ca":false},{"name":"Robert L. Johnson","is_ca":false},{"name":"Ann Elizabeth Montgomery","is_ca":false},{"name":"Alex Schwartz","is_ca":false},{"name":"Carles Muntaner","is_ca":false},{"name":"Veronica Helms Garrison","is_ca":false},{"name":"Beda Jean‐Francois","is_ca":false},{"name":"Benedict I. Truman","is_ca":false},{"name":"Mindy T. Fullilove","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2307003248516146,"gpt":0.4954464195651944,"spread":0.2647460947135798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00891764,0.001408048,0.007349781,0.01458002,0.0009310494,0.002844608,0.002608835,0.002179094,0.007194796],"category_scores_gemma":[0.03817096,0.0008476817,0.006444263,0.01559607,0.0008153154,0.003392765,0.001945914,0.001263198,0.0004486632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004912437,"about_ca_system_score_gemma":0.02370099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226107,"about_ca_topic_score_gemma":0.05926768,"domain_scores_codex":[0.993741,0.002003818,0.002414859,0.0003934893,0.001256267,0.0001905347],"domain_scores_gemma":[0.9848423,0.009358142,0.002930146,0.0002354769,0.002348963,0.0002849743],"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":[0.0001029206,0.00001621842,0.0004283089,0.9597268,0.003161165,0.00006428122,0.0002109664,0.00007045671,0.00008370684,0.0002561324,0.003010472,0.03286865],"study_design_scores_gemma":[0.0002299055,0.0001064975,0.001739278,0.9659241,0.01702091,0.0001320341,0.0001802884,0.00007556871,0.00005333087,0.0002572025,0.01425651,0.00002437645],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001198548,0.9898559,0.0004871246,0.001044462,0.0002734432,0.004538894,0.001650054,0.00004763827,0.0009040027],"genre_scores_gemma":[0.0118517,0.9754568,0.003510951,0.001564758,0.0001240094,0.006350197,0.0006495095,0.00001249623,0.0004795138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02226107,"threshold_uncertainty_score":0.04716158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020035448","doi":"10.1097/phh.0b013e318238ea27","title":"Association of Available Parkland, Physical Activity, and Overweight in America's Largest Cities","year":2012,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Behavioral Risk Factor Surveillance System; Metropolitan area; Overweight; Environmental health; Per capita; Geography; Public health; Gerontology; Medicine; Acre; Demography; Obesity","authors":[{"name":"Stephanie T. West","is_ca":true},{"name":"Kindal A. Shores","is_ca":true},{"name":"Lanay M. Mudd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05441071900695225,"gpt":0.3158641454427144,"spread":0.2614534264357621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004672735,0.0001854569,0.0002415596,0.001020238,0.0003025024,0.0007006664,0.0003876693,0.0002402742,0.001725088],"category_scores_gemma":[0.002641959,0.0002577281,0.0003149726,0.001095614,0.0002796622,0.0003879718,0.001031742,0.0004066049,0.000173989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003706049,"about_ca_system_score_gemma":0.000356227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642727,"about_ca_topic_score_gemma":0.05732072,"domain_scores_codex":[0.9995936,0.00009057379,0.00005410937,0.0001092031,0.00008710596,0.00006546515],"domain_scores_gemma":[0.9967726,0.0003514399,0.001737065,0.0001745086,0.0004668422,0.0004975318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001074841,0.00001189873,0.9994608,0.000003985357,0.00003303858,0.000009636293,0.0000250361,0.00003122802,0.00003042287,0.00000866155,0.00006463996,0.0003099223],"study_design_scores_gemma":[0.000001461194,0.000008231072,0.9996889,0.000003199067,0.000009792451,0.00002946997,0.0001039113,0.00007659749,0.00001222969,0.000004915579,0.00006038921,9.068727e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987893,0.000131063,0.00005394845,0.00005434523,0.000002878119,0.000005517965,0.0006017807,0.000003732282,0.0003575713],"genre_scores_gemma":[0.9992431,0.00006926697,0.00006704244,0.00001127914,0.000005171819,0.000006994489,0.0005158576,0.000001686884,0.00007965094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02642727,"threshold_uncertainty_score":0.05254692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338195786","doi":"10.1097/phh.0000000000000378","title":"Early Childhood Education to Promote Health Equity: A Community Guide Systematic Review","year":2015,"lang":"en","type":"review","venue":"Journal of Public Health Management and Practice","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":53,"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 Institutes of Health","keywords":"Equity (law); Health equity; Environmental health; Psychology; Medical education; Political science; Medicine; Nursing; Public health","authors":[{"name":"Robert A. Hahn","is_ca":true},{"name":"W. Steven Barnett","is_ca":true},{"name":"John A. Knopf","is_ca":true},{"name":"Benedict I. Truman","is_ca":true},{"name":"Robert L. Johnson","is_ca":true},{"name":"Jonathan E. Fielding","is_ca":true},{"name":"Carles Muntaner","is_ca":true},{"name":"Camara Phyllis Jones","is_ca":true},{"name":"Mindy Thompson Fullilove","is_ca":true},{"name":"Pete Hunt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2545098228517887,"gpt":0.5238531908871118,"spread":0.2693433680353231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03912552,0.002844016,0.0103077,0.01918494,0.001395518,0.004632916,0.005354555,0.00486572,0.01345567],"category_scores_gemma":[0.1501115,0.001679727,0.01046291,0.01637994,0.001696732,0.005147681,0.003821994,0.003884729,0.001622708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00893926,"about_ca_system_score_gemma":0.04242887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02345126,"about_ca_topic_score_gemma":0.04950577,"domain_scores_codex":[0.9690773,0.01209016,0.009847487,0.001817092,0.006495655,0.0006721893],"domain_scores_gemma":[0.9282687,0.04228455,0.0112494,0.002157094,0.01499807,0.001042241],"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":[0.0001445546,0.000021186,0.0004569286,0.9009029,0.00485884,0.000103304,0.0002980435,0.0002225689,0.0001186399,0.001325738,0.02724172,0.06430549],"study_design_scores_gemma":[0.0004463333,0.00007826823,0.0009369071,0.9386449,0.0123353,0.0001242932,0.0001336809,0.0001534673,0.00008334939,0.001580206,0.04543569,0.00004757283],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005044368,0.9616606,0.003844009,0.0103929,0.001577932,0.01498812,0.004853481,0.0002274071,0.001951108],"genre_scores_gemma":[0.01097482,0.8983558,0.02987231,0.01318636,0.0007007776,0.04250551,0.002743377,0.0000881844,0.001572791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03912552,"threshold_uncertainty_score":0.206918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901150668","doi":"10.1097/phh.0000000000000904","title":"The Need and Desire for Mental Health and Substance Use–Related Services Among Clients of Publicly Funded Sexually Transmitted Infection Clinics in Vancouver, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"GF Strong Rehabilitation Centre","funders":"","keywords":"Medicine; Mental health; Context (archaeology); Family medicine; Psychiatry; Anxiety; Sexual orientation; Psychology","authors":[{"name":"Travis Salway","is_ca":true},{"name":"Olivier Ferlatte","is_ca":false},{"name":"Jean Shoveller","is_ca":false},{"name":"Aaron Purdie","is_ca":false},{"name":"Troy Grennan","is_ca":false},{"name":"Darrell H. S. Tan","is_ca":false},{"name":"Theodora Consolacion","is_ca":false},{"name":"Ashleigh J. Rich","is_ca":false},{"name":"Naomi Dove","is_ca":false},{"name":"Hasina Samji","is_ca":false},{"name":"Kai Scott","is_ca":false},{"name":"Everett Blackwell","is_ca":false},{"name":"Dean Mirau","is_ca":false},{"name":"Natalie Holgerson","is_ca":false},{"name":"Jason Wong","is_ca":false},{"name":"Mark Gilbert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0719668708616866,"gpt":0.3895323978078847,"spread":0.3175655269461981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007042626,0.0002275349,0.0004349907,0.0009497449,0.005973686,0.002688136,0.001709724,0.0005999669,0.003560299],"category_scores_gemma":[0.002531239,0.000642192,0.0002667125,0.002447916,0.001399436,0.0004814505,0.001518374,0.001361286,0.0002754852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02611952,"about_ca_system_score_gemma":0.03757522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825848,"about_ca_topic_score_gemma":0.9940468,"domain_scores_codex":[0.9984927,0.0001692124,0.00008492607,0.0001125326,0.0004397857,0.0007008907],"domain_scores_gemma":[0.9965838,0.0003395038,0.0005244935,0.00004926159,0.0008630418,0.00163978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006234606,0.0001618059,0.9679214,0.0001235606,0.00003034638,0.0003373652,0.01410607,0.00008503519,0.000453789,0.0001458463,0.001692593,0.0148799],"study_design_scores_gemma":[0.00001392199,0.0000817125,0.9233546,0.0002121099,0.00002064529,0.0002541779,0.07393383,0.0003860267,0.000108259,0.00005798773,0.001550773,0.00002592289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973829,0.0002794224,0.00003489416,0.0004856689,0.000005569218,0.00004801518,0.0003577296,0.000004152207,0.001401572],"genre_scores_gemma":[0.9981692,0.0003897615,0.0001469207,0.0002207193,0.000003619439,0.00002814842,0.0001695538,0.000003964605,0.0008681705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02611952,"threshold_uncertainty_score":0.1895113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066485717","doi":"10.1097/phh.0b013e31821138ae","title":"Extending the Reach","year":2011,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Lisa A. Rosenfeld","is_ca":true},{"name":"Paul Etkind","is_ca":false},{"name":"Alfred Grasso","is_ca":false},{"name":"Alex J. Adams","is_ca":false},{"name":"Mitchel C. Rothholz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4271913489560101,"gpt":0.5394595171175225,"spread":0.1122681681615124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008886012,0.0007041905,0.000520755,0.001758795,0.006039794,0.01030954,0.001978979,0.005612945,0.09868544],"category_scores_gemma":[0.02370534,0.000352881,0.0007811182,0.00119661,0.008828362,0.01423728,0.0219133,0.004236742,0.02124588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003537337,"about_ca_system_score_gemma":0.01152855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00521997,"about_ca_topic_score_gemma":0.00612818,"domain_scores_codex":[0.9902069,0.00401762,0.0002459915,0.001410863,0.00217769,0.001940944],"domain_scores_gemma":[0.9884599,0.003517273,0.0006295018,0.001814428,0.002029835,0.00354901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006759623,0.00011202,0.005022178,0.0003523719,0.00002826626,0.0005558711,0.01031997,0.0004254535,0.0005351463,0.526415,0.1690906,0.2870755],"study_design_scores_gemma":[0.00001453625,0.00005398404,0.001305563,0.0003694884,0.00001289386,0.0002511069,0.003591988,0.0001687453,0.0001137091,0.08384775,0.9102554,0.00001472897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008217197,0.003181254,0.01302278,0.06870914,0.001148871,0.0001433121,0.0001578008,0.0003461229,0.9050736],"genre_scores_gemma":[0.596786,0.008134595,0.01521187,0.05938387,0.001903756,0.0007854683,0.0005059901,0.0005856503,0.3167028],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09868544,"threshold_uncertainty_score":0.3301357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314862059","doi":"10.1097/01.phh.0000338391.90059.16","title":"Community Health Ambassadors","year":2008,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Community Based Research Centre","funders":"National Center for Research Resources","keywords":"Community health; Community organization; Health care; Public relations; Public health; Health equity; Health education; Medical education; Political science; State (computer science); Gerontology; Medicine; Nursing; Computer science","authors":[{"name":"Barbara Pullen-Smith","is_ca":false},{"name":"Lori Carter‐Edwards","is_ca":true},{"name":"Kimberly H. Leathers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2066757013325464,"gpt":0.4161896863536292,"spread":0.2095139850210828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678064,0.00146895,0.0004537295,0.00167674,0.01152157,0.002913126,0.002387278,0.001748271,0.2561259],"category_scores_gemma":[0.004626379,0.0004762466,0.0004192588,0.0009913977,0.0009671633,0.001353115,0.005560749,0.002584218,0.04921496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646307,"about_ca_system_score_gemma":0.00847657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02853172,"about_ca_topic_score_gemma":0.04082879,"domain_scores_codex":[0.998343,0.000314051,0.00005171062,0.0002415083,0.0002441991,0.0008054094],"domain_scores_gemma":[0.9959754,0.0001758387,0.0001647827,0.000171291,0.001129672,0.002382922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005185728,0.001961481,0.02247352,0.0004616991,0.00003809221,0.00267531,0.006592942,0.000129345,0.001913814,0.0072752,0.691542,0.2644181],"study_design_scores_gemma":[0.0001936609,0.0005328878,0.0144398,0.0003428373,0.00002485035,0.0009847422,0.01713674,0.0002363834,0.0005206542,0.001004404,0.9645512,0.00003185888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1721993,0.007213431,0.003302778,0.0519351,0.01415905,0.005473227,0.004157713,0.00174421,0.7398151],"genre_scores_gemma":[0.226401,0.004040077,0.006398438,0.02516028,0.002837042,0.003668381,0.004178157,0.0003081182,0.7270086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2561259,"threshold_uncertainty_score":0.8568265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316586355","doi":"10.1097/01.phh.0000316478.42264.a7","title":"Urban Planning and Public Health","year":2008,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Promulgation; Public health; Environmental planning; Urban planning; Business; Norm (philosophy); Environmental health; Political science; Medicine; Engineering; Geography; Civil engineering; Nursing","authors":[{"name":"Lawrence D. Frank","is_ca":true},{"name":"Sarah Kavage","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2170988852509146,"gpt":0.4207602392003149,"spread":0.2036613539494003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00315517,0.0003967108,0.0004957067,0.00099019,0.005473104,0.007474388,0.001224566,0.009585973,0.01696819],"category_scores_gemma":[0.009381394,0.0002908272,0.0006276712,0.001570605,0.007857286,0.003043296,0.004554631,0.009967746,0.001384763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007894389,"about_ca_system_score_gemma":0.01822205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04923655,"about_ca_topic_score_gemma":0.09695874,"domain_scores_codex":[0.9942523,0.003355295,0.0001772001,0.0003645841,0.0009041117,0.0009465024],"domain_scores_gemma":[0.9948773,0.003220815,0.000289564,0.0001944474,0.0005956292,0.0008222599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001062759,0.0000216153,0.0005597048,0.0002058958,0.00000860647,0.0001390183,0.001810819,0.0001318674,0.00002682494,0.216126,0.7601594,0.02079953],"study_design_scores_gemma":[0.000008250925,0.00001186096,0.001024929,0.0005061922,0.00000606769,0.00008003171,0.002667289,0.0000515614,0.00001969242,0.02561721,0.9699959,0.00001094876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005894537,0.02431817,0.0001431343,0.921182,0.01122449,0.000009819652,0.00004502087,0.0000140714,0.04247395],"genre_scores_gemma":[0.0914126,0.04983391,0.0007048007,0.7296222,0.0620516,0.0001149728,0.0001857274,0.00005860912,0.06601552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04923655,"threshold_uncertainty_score":0.09789997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029169184","doi":"10.1097/phh.0b013e3182214707","title":"Reaching the Underserved Through Community-Based Participatory Research and Service Learning","year":2011,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalsa Corporation","funders":"","keywords":"Service-learning; Community-based participatory research; Citizen journalism; Participatory action research; Service (business); Medical education; Sociology; Business; Computer science; Medicine; World Wide Web; Pedagogy; Marketing","authors":[{"name":"Mark J. DeHaven","is_ca":true},{"name":"Nora Gimpel","is_ca":true},{"name":"Florence J. Dallo","is_ca":true},{"name":"Tiffany M. Billmeier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9721080987853831,"gpt":0.7248732311219039,"spread":0.2472348676634791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06803968,0.0007482162,0.0005864738,0.001749062,0.00656383,0.003893304,0.002645935,0.001827172,0.003838341],"category_scores_gemma":[0.04115231,0.0004086436,0.0006880268,0.0009839395,0.005190538,0.00263216,0.01423187,0.002010768,0.0004688587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002807134,"about_ca_system_score_gemma":0.03598144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003073248,"about_ca_topic_score_gemma":0.009291002,"domain_scores_codex":[0.9349313,0.05752349,0.0006768893,0.001967907,0.002480238,0.002420222],"domain_scores_gemma":[0.9576087,0.02643807,0.00300955,0.00347298,0.002401295,0.007069419],"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":[0.0002570001,0.00940204,0.02684067,0.002324936,0.0001311979,0.000977135,0.1298327,0.00311701,0.005304805,0.01937239,0.01825041,0.7841898],"study_design_scores_gemma":[0.002623602,0.01224479,0.06752796,0.00738393,0.0002334279,0.002521394,0.3586815,0.01847678,0.008850954,0.1680556,0.3530528,0.0003473221],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5473747,0.003046346,0.2490151,0.08169337,0.0009904883,0.03892473,0.0003427245,0.0007742074,0.07783849],"genre_scores_gemma":[0.6922148,0.002071796,0.2744182,0.006335359,0.0004549155,0.01954323,0.0001594673,0.00006608883,0.004736013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06803968,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":["metaresearch"],"domain":"incentives","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2325830741","doi":"10.1097/phh.0b013e3181e3cc2a","title":"Housing Interventions and Control of Health-Related Chemical Agents","year":2010,"lang":"en","type":"review","venue":"Journal of Public Health Management and Practice","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychological intervention; Environmental health; Medicine; Environmental science","authors":[{"name":"Megan Sandel","is_ca":true},{"name":"Andrea Baeder","is_ca":true},{"name":"Asa Bradman","is_ca":true},{"name":"J. P. W. Hughes","is_ca":true},{"name":"Clifford S. Mitchell","is_ca":true},{"name":"Richard Shaughnessy","is_ca":true},{"name":"Tim K. Takaro","is_ca":true},{"name":"David E. Jacobs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2977054032070062,"gpt":0.4712667455728486,"spread":0.1735613423658425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002696671,0.001046333,0.003036361,0.003138281,0.0002872953,0.001010092,0.00114774,0.001459614,0.004711531],"category_scores_gemma":[0.009215594,0.00038147,0.001990928,0.003219265,0.0003932772,0.0007534145,0.0005599142,0.0006767884,0.0004134491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463869,"about_ca_system_score_gemma":0.003661432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005872544,"about_ca_topic_score_gemma":0.01207715,"domain_scores_codex":[0.9974662,0.001065089,0.0005202379,0.0002050758,0.000631751,0.0001116902],"domain_scores_gemma":[0.9962189,0.002687971,0.0006191408,0.00005147497,0.0003587501,0.00006381504],"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":[0.0003415873,0.0001585922,0.0004710943,0.4253705,0.001904615,0.0001515877,0.0001376662,0.0003938059,0.0005272817,0.0007899806,0.004393928,0.5653594],"study_design_scores_gemma":[0.001256272,0.001919834,0.01577295,0.6320593,0.01963732,0.001211019,0.0007068235,0.0004452042,0.002873787,0.001175238,0.3228762,0.00006602908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006438649,0.9983547,0.00007931986,0.0001121573,0.00008201854,0.00008805491,0.00003287637,0.000003805527,0.0006031989],"genre_scores_gemma":[0.006840631,0.992121,0.0005153069,0.0001391143,0.0000455706,0.0000927284,0.00004372767,0.000001427051,0.0002005581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005872544,"threshold_uncertainty_score":0.01576167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913217013","doi":"10.1097/phh.0000000000000918","title":"Public Health Informatics in Local and State Health Agencies: An Update From the Public Health Workforce Interests and Needs Survey","year":2019,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Gibson Energy (Canada)","funders":"","keywords":"Workforce; Public health; Public health informatics; Health informatics; Job satisfaction; Informatics; Workforce development; Descriptive statistics; Medicine; Health information technology; Business; Environmental health; Medical education; Nursing; Family medicine; Public relations; Health policy; Psychology; Health care; HRHIS; Political science","authors":[{"name":"Timothy D. McFarlane","is_ca":true},{"name":"Brian E. Dixon","is_ca":true},{"name":"Shaun J. Grannis","is_ca":true},{"name":"P. Joseph Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.301825102547813,"gpt":0.4859019348582407,"spread":0.1840768323104277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006477173,0.0004707757,0.0004296553,0.003765092,0.0006538483,0.0009618982,0.001011487,0.0005335489,0.001774352],"category_scores_gemma":[0.009762722,0.0005709148,0.000705205,0.005363388,0.0003275927,0.00139659,0.002513908,0.0009246235,0.0006642375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110941,"about_ca_system_score_gemma":0.004157546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05321252,"about_ca_topic_score_gemma":0.08620766,"domain_scores_codex":[0.9970951,0.0007780961,0.0005971773,0.0002015198,0.0008790664,0.0004490035],"domain_scores_gemma":[0.9888933,0.002057818,0.003238319,0.0005302124,0.003941481,0.001338889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006032764,0.000218931,0.9718194,0.0003344842,0.00005085793,0.00005957894,0.00224922,0.0001148322,0.0002804821,0.0000818062,0.009770499,0.01495946],"study_design_scores_gemma":[0.00001282209,0.00006905594,0.987945,0.0001149826,0.00001423926,0.00004162774,0.004408982,0.0001365293,0.000116433,0.00002902041,0.007102794,0.000008447387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490643,0.0008303236,0.000890927,0.001398817,0.00008148677,0.001035761,0.04080285,0.00007698747,0.005818645],"genre_scores_gemma":[0.9193884,0.002044967,0.00332987,0.001123529,0.00009638772,0.004815093,0.06661563,0.00005241179,0.002533804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05321252,"threshold_uncertainty_score":0.1058056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320796211","doi":"10.1097/phh.0000000000000074","title":"Reductions of Budgets, Staffing, and Programs Among Local Health Departments","year":2014,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Staffing; Revenue; Quarter (Canadian coin); Workforce; Fiscal year; Recession; Business; Operating budget; Public health; Environmental health; Medicine; Finance; Economic growth; Geography; Economics; Nursing","authors":[{"name":"Jiali Ye","is_ca":false},{"name":"Carolyn J. Leep","is_ca":false},{"name":"Sarah Newman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1265286128390641,"gpt":0.4793960077658208,"spread":0.3528673949267567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002578845,0.0002503755,0.0002090975,0.001759981,0.0007573409,0.001008679,0.0009480349,0.0003513627,0.00337455],"category_scores_gemma":[0.009589079,0.0003036206,0.0003090323,0.002981532,0.0005798952,0.0007976746,0.002140947,0.0007305559,0.0003796168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004051693,"about_ca_system_score_gemma":0.004758252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05566908,"about_ca_topic_score_gemma":0.08482326,"domain_scores_codex":[0.996172,0.0009052839,0.0003251162,0.0003385703,0.0009611475,0.00129787],"domain_scores_gemma":[0.9886094,0.0009615217,0.006420993,0.0003428464,0.001596716,0.002068448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001223518,0.0001230502,0.957876,0.0002112459,0.00008271955,0.00009643865,0.0012184,0.0008252911,0.0003733818,0.0002767699,0.004324564,0.03446985],"study_design_scores_gemma":[0.000004441898,0.00006188217,0.9955845,0.00005750971,0.000008072069,0.00003569654,0.00155523,0.0001292438,0.0001077164,0.00003581305,0.002414052,0.000005883133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895019,0.0008810636,0.0003425657,0.002322717,0.00002644247,0.00006691658,0.002676018,0.00003779936,0.00414463],"genre_scores_gemma":[0.9957535,0.0005349925,0.0004682233,0.0003482295,0.00004232093,0.00009901606,0.001836015,0.000009547711,0.0009081005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05566908,"threshold_uncertainty_score":0.1106901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079581804","doi":"10.1097/phh.0b013e31825ce8e2","title":"Information-Seeking Behaviors and Other Factors Contributing to Successful Implementation of Evidence-Based Practices in Local Health Departments","year":2012,"lang":"en","type":"review","venue":"Journal of Public Health Management and Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wind Energy Institute of Canada","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Health information; Information seeking; Psychology; Environmental health; Knowledge management; Business; Medicine; Computer science; Health care; Political science; Information retrieval","authors":[{"name":"Dorothy Cilenti","is_ca":true},{"name":"Ross C. Brownson","is_ca":true},{"name":"Karl Umble","is_ca":true},{"name":"Paul C. Erwin","is_ca":true},{"name":"Rosemary Summers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6268128410670488,"gpt":0.6380232841135931,"spread":0.01121044304654428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01484185,0.0002480607,0.0003720564,0.002988943,0.002392746,0.004058875,0.001138376,0.0008585238,0.002839739],"category_scores_gemma":[0.06900857,0.0004949617,0.0005191972,0.003639355,0.001545172,0.001799365,0.002384898,0.001103267,0.0002760123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005012229,"about_ca_system_score_gemma":0.01105551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02623274,"about_ca_topic_score_gemma":0.04167307,"domain_scores_codex":[0.9827628,0.009551383,0.002673854,0.0005566084,0.002625327,0.001830026],"domain_scores_gemma":[0.8965698,0.06000391,0.02555975,0.002472355,0.008362716,0.007031536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001309302,0.001063828,0.8675602,0.00116028,0.0001400787,0.0007308233,0.07289129,0.000295119,0.0006465073,0.0006748466,0.0008860495,0.05382002],"study_design_scores_gemma":[0.00002723749,0.0004841877,0.8471951,0.0007100051,0.00009169119,0.0003763632,0.1449704,0.0004611677,0.0005388933,0.0003841767,0.004694674,0.00006606599],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9924791,0.0005697765,0.0004468458,0.002023058,0.000008633384,0.0001539949,0.00008793614,0.0000204022,0.004210218],"genre_scores_gemma":[0.9978048,0.0004155842,0.001107615,0.0001807437,0.00001348274,0.00007938882,0.00005646512,0.000004831295,0.0003371637],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02623274,"threshold_uncertainty_score":0.07849216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326090990","doi":"10.1097/00124784-200301000-00011","title":"The Public Health Workforce in the Year 2000","year":2003,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Workforce; Public health; Workforce planning; Business; Population; Environmental health; Medicine; Nursing; Economic growth; Economics","authors":[{"name":"Kristine M. Gebbie","is_ca":false},{"name":"Jacqueline Merrill","is_ca":false},{"name":"Inseon Hwang","is_ca":false},{"name":"Eric N. Gebbie","is_ca":true},{"name":"Meera Gupta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2453591343597779,"gpt":0.516808477433912,"spread":0.271449343074134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155946,0.0001838922,0.00009574768,0.001109645,0.0003894849,0.001021959,0.0004981217,0.0007048841,0.005698065],"category_scores_gemma":[0.003948084,0.0001229478,0.0001097273,0.001500947,0.0001844025,0.0009778226,0.0007695613,0.0006238034,0.001466599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834417,"about_ca_system_score_gemma":0.002905874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03038044,"about_ca_topic_score_gemma":0.03870937,"domain_scores_codex":[0.9993762,0.00010353,0.00003697314,0.00006320104,0.0001794543,0.0002407434],"domain_scores_gemma":[0.9987587,0.0001213839,0.0003035053,0.00003193357,0.0004147534,0.0003696917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002833637,0.0002270791,0.499326,0.0006179363,0.00003682318,0.0006092254,0.00568709,0.0009567676,0.001347854,0.00678763,0.1806742,0.303446],"study_design_scores_gemma":[0.00001627008,0.0001333752,0.6839203,0.0003924879,0.00001225773,0.0004041732,0.004756347,0.0004164573,0.0003405905,0.0007090857,0.3088869,0.0000118073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745285,0.00852464,0.001172874,0.03028722,0.001549148,0.0001409302,0.01976032,0.000154555,0.06388167],"genre_scores_gemma":[0.9298193,0.005777022,0.0008975805,0.004754331,0.0006281671,0.000206696,0.01234337,0.00002108478,0.04555241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03038044,"threshold_uncertainty_score":0.06040716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108880964","doi":"10.1097/phh.0000000000001281","title":"Public Health Officials and COVID-19: Leadership, Politics, and the Pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health","funders":"","keywords":"Public health; Public opinion; Politics; Political science; Public relations; State (computer science); Context (archaeology); Public administration; Law; Medicine; Nursing","authors":[{"name":"Paul K. Halverson","is_ca":true},{"name":"Valerie A. Yeager","is_ca":true},{"name":"Nir Menachemi","is_ca":true},{"name":"Michael R. Fraser","is_ca":true},{"name":"Lori Tremmel Freeman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6348867698661527,"gpt":0.5407768269686101,"spread":0.0941099428975426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01826826,0.0005606355,0.0005147957,0.001169749,0.01315209,0.01703862,0.001724398,0.01537565,0.01757111],"category_scores_gemma":[0.02262005,0.0006081272,0.0004876593,0.001295289,0.01979348,0.009606285,0.01023439,0.0198814,0.001860053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01071932,"about_ca_system_score_gemma":0.0178401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213285,"about_ca_topic_score_gemma":0.02557256,"domain_scores_codex":[0.9869506,0.007416819,0.0002934364,0.0005729694,0.001663192,0.003103049],"domain_scores_gemma":[0.9752843,0.01301056,0.001900803,0.0004215549,0.001325276,0.008057414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001020905,0.0001487478,0.00510035,0.0003562248,0.00002302487,0.0005724647,0.02503813,0.00007801563,0.0001724423,0.1649998,0.7435415,0.05986736],"study_design_scores_gemma":[0.00005894899,0.000136204,0.01077185,0.002123996,0.00002373736,0.0003161114,0.05451326,0.000169552,0.0001782293,0.04479589,0.8868285,0.00008380218],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003061637,0.01429706,0.0001061831,0.9637852,0.006513092,0.000007669135,0.00001983284,0.00001339754,0.01219583],"genre_scores_gemma":[0.272133,0.02502279,0.000430995,0.6592721,0.02718778,0.00008808532,0.00007837662,0.00009402083,0.01569278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01826826,"threshold_uncertainty_score":0.09661293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914373730","doi":"10.1097/phh.0000000000000973","title":"Unleashing the Creativity and Innovation of Our Greatest Resource—The Governmental Public Health Workforce","year":2019,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health","funders":"de Beaumont Foundation","keywords":"Workforce; Creativity; Resource (disambiguation); Business; Public health; Knowledge management; Political science; Economic growth; Medicine; Computer science; Nursing; Economics","authors":[{"name":"Rachel Locke","is_ca":true},{"name":"Brian C. Castrucci","is_ca":true},{"name":"Melissa Gambatese","is_ca":true},{"name":"Katie Sellers","is_ca":true},{"name":"Michael R. Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.242399778853309,"gpt":0.4918328488130227,"spread":0.2494330699597138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004879079,0.0001458402,0.0001953589,0.0005742402,0.002876726,0.003946777,0.0007812413,0.001075354,0.004829946],"category_scores_gemma":[0.01352472,0.0001723486,0.0002702783,0.0005467377,0.003052527,0.001894877,0.005086889,0.001825475,0.0006667706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085688,"about_ca_system_score_gemma":0.01212288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159762,"about_ca_topic_score_gemma":0.006807528,"domain_scores_codex":[0.995225,0.002465925,0.0001531318,0.0002526987,0.0007266274,0.001176568],"domain_scores_gemma":[0.9793279,0.005804195,0.003015979,0.001261786,0.001233606,0.009356492],"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":[0.0001215024,0.0007617192,0.3374252,0.001575958,0.0001217554,0.00133645,0.06070429,0.0008984066,0.00490786,0.02623278,0.09317648,0.4727375],"study_design_scores_gemma":[0.00007488808,0.000712966,0.455211,0.002834623,0.00007960505,0.001622859,0.1533419,0.001280197,0.00207526,0.04273134,0.3399091,0.0001261211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7889974,0.0034368,0.003934044,0.14101,0.0006618219,0.0000892247,0.0001743613,0.0001166766,0.06157971],"genre_scores_gemma":[0.9890938,0.001103726,0.001943607,0.00587856,0.0002337692,0.00004714435,0.00004758684,0.00001501774,0.001636723],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004879079,"threshold_uncertainty_score":0.02580333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328330460","doi":"10.1097/phh.0000000000000083","title":"Building the Foundation for Health System Transformation","year":2014,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Conceptualization; Medical home; Incentive; Accountability; Health care; Nursing; Population health; Population; Health care reform; Public health; Knowledge management; Business; Medicine; Public relations; Process management; Health policy; Primary care; Family medicine; Computer science; Political science; Environmental health","authors":[{"name":"Jill Rissi","is_ca":true},{"name":"Sherril B. Gelmon","is_ca":true},{"name":"Evan Saulino","is_ca":true},{"name":"Nicole Merrithew","is_ca":true},{"name":"Robin Baker","is_ca":true},{"name":"Paige Hatcher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1475614025271098,"gpt":0.4931057615236548,"spread":0.3455443589965451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05045892,0.001096345,0.0008019964,0.002605742,0.00927453,0.01427703,0.002336252,0.006229355,0.01122091],"category_scores_gemma":[0.0317548,0.0006068624,0.001251569,0.00165652,0.04191363,0.01585577,0.01964117,0.01003253,0.001774154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01783693,"about_ca_system_score_gemma":0.06944762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008115691,"about_ca_topic_score_gemma":0.005669376,"domain_scores_codex":[0.9683852,0.01973617,0.001074103,0.00290897,0.003321384,0.004574231],"domain_scores_gemma":[0.9671581,0.01442898,0.001888688,0.005614985,0.005726556,0.005182811],"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":[0.00001990043,0.0001777197,0.001711823,0.0001911672,0.0000275066,0.0001567214,0.007223454,0.00257301,0.0003143491,0.9378402,0.01427147,0.03549258],"study_design_scores_gemma":[0.00009102497,0.0001874951,0.001794439,0.0008039804,0.00002230242,0.00007413332,0.01068981,0.002762519,0.0005014705,0.7482315,0.2347921,0.00004928431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03417585,0.003091968,0.169671,0.4193411,0.002775974,0.001314434,0.0002585732,0.001281683,0.3680894],"genre_scores_gemma":[0.8546581,0.002400556,0.1062033,0.01862569,0.0009528603,0.001712888,0.000260724,0.0003518716,0.01483401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05045892,"threshold_uncertainty_score":0.2668555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312922415","doi":"10.1097/phh.0b013e318215a4ae","title":"Research, Practice, and Policy Partnerships in Pan-Canadian Coalitions for Cancer and Chronic Disease Prevention","year":2011,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"General partnership; Participatory action research; Transparency (behavior); Public relations; Context (archaeology); Political science; Cancer prevention; Business; Medicine; Sociology; Cancer; Geography","authors":[{"name":"Elizabeth Manafò","is_ca":true},{"name":"Lisa Petermann","is_ca":false},{"name":"Rebecca Lobb","is_ca":false},{"name":"Deb Keen","is_ca":false},{"name":"Jon Kerner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8704122706527943,"gpt":0.7167792883095647,"spread":0.1536329823432295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04965329,0.0006759404,0.0005846106,0.004949439,0.03697898,0.01350279,0.004492115,0.003360519,0.007718278],"category_scores_gemma":[0.04493675,0.0007084902,0.0007272232,0.007468461,0.01522721,0.005829096,0.02598554,0.003791137,0.0004024229],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1902031,"about_ca_system_score_gemma":0.6062066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9446305,"about_ca_topic_score_gemma":0.9708454,"domain_scores_codex":[0.9569858,0.02000156,0.001232634,0.002591925,0.008116604,0.01107151],"domain_scores_gemma":[0.9488192,0.0101933,0.002460463,0.001939188,0.01167378,0.02491418],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001885646,0.0004185119,0.03869642,0.002084569,0.0001435846,0.001574414,0.423631,0.001641364,0.001549762,0.247288,0.0738873,0.2088966],"study_design_scores_gemma":[0.00008034379,0.0000912202,0.03252123,0.001475578,0.00006366654,0.0002607136,0.3655644,0.0008504016,0.0005097733,0.03358668,0.5649061,0.00008995718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2517187,0.02579483,0.01863278,0.3335501,0.002244106,0.005048823,0.0009283781,0.0003730696,0.3617093],"genre_scores_gemma":[0.9486619,0.00461352,0.01697203,0.008478415,0.000108957,0.001032213,0.0003952,0.00005506468,0.0196827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9503467,"threshold_uncertainty_score":0.9392496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022945260","doi":"10.1097/phh.0000000000001173","title":"Where Are We Now? A Content Analysis of Canadian Master of Public Health Course Descriptions and the Public Health Agency of Canada's Core Competencies","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Impact; University of Saskatchewan","funders":"","keywords":"Coursework; Thematic analysis; Diversity (politics); Agency (philosophy); Content analysis; Public health; Medical education; Core competency; Scope (computer science); Public relations; Psychology; Political science; Sociology; Medicine; Qualitative research; Computer science; Nursing; Management; Social science","authors":[{"name":"Emma Apatu","is_ca":true},{"name":"Will Sinnott","is_ca":true},{"name":"Thomas Piggott","is_ca":true},{"name":"David Butler-Jones","is_ca":true},{"name":"Laura N. Anderson","is_ca":true},{"name":"Elizabeth Álvarez","is_ca":true},{"name":"Maureen Dobbins","is_ca":true},{"name":"Leila E. Harrison","is_ca":true},{"name":"Sarah Neil‐Sztramko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4603264672505184,"gpt":0.4437024970828398,"spread":0.01662397016767864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007931534,0.0002624179,0.0003372395,0.007077538,0.002969352,0.002813551,0.001101592,0.0002893964,0.002093067],"category_scores_gemma":[0.03284475,0.0002062535,0.0003593053,0.01054532,0.002043602,0.001122216,0.001746315,0.0008065711,0.0001708567],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04999794,"about_ca_system_score_gemma":0.08636429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8439712,"about_ca_topic_score_gemma":0.9007791,"domain_scores_codex":[0.9958485,0.0008697511,0.0002668215,0.0003990835,0.001864083,0.0007517154],"domain_scores_gemma":[0.9649329,0.01043672,0.003081717,0.0007162132,0.01901447,0.001817917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002485962,0.0002640711,0.4153865,0.002094735,0.00005628841,0.0005416119,0.2822692,0.0008699876,0.002682306,0.00677716,0.03492912,0.2538804],"study_design_scores_gemma":[0.0000197575,0.00006392985,0.6584772,0.001810012,0.00005638551,0.00009093753,0.2497707,0.002155261,0.001506073,0.0008017594,0.08517466,0.00007345281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612923,0.0006094312,0.004560404,0.002311016,0.00009477218,0.001539451,0.01066603,0.0001050556,0.01882139],"genre_scores_gemma":[0.9708312,0.001056823,0.01262974,0.0005314277,0.00002432131,0.00211221,0.007206225,0.00007188095,0.005536214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9500021,"threshold_uncertainty_score":0.3627622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057949802","doi":"10.1097/phh.0000000000000143","title":"Local Public Health Department Adoption and Use of Electronic Health Records","year":2014,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Health records; Public health; Health department; Business; Environmental health; Electronic health record; Data science; Medicine; Computer science; Political science; Health care; Nursing","authors":[{"name":"J. Mac McCullough","is_ca":false},{"name":"Frederick J. Zimmerman","is_ca":true},{"name":"Douglas S. Bell","is_ca":true},{"name":"Hector P. Rodríguez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1687475571557742,"gpt":0.4467256721689703,"spread":0.2779781150131961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002872394,0.0001501973,0.000187401,0.001038901,0.0006276491,0.001135992,0.0008051539,0.0002652078,0.004295756],"category_scores_gemma":[0.01437742,0.0002682201,0.0004887971,0.002344835,0.0005289968,0.0007602934,0.001961263,0.0005450535,0.0005875623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00299725,"about_ca_system_score_gemma":0.004426865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0792206,"about_ca_topic_score_gemma":0.08272924,"domain_scores_codex":[0.9966533,0.001517656,0.0002524722,0.0004133152,0.0006665853,0.0004967711],"domain_scores_gemma":[0.9854241,0.003472225,0.006874646,0.0008791971,0.002078602,0.001271188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006615256,0.0001140135,0.9769075,0.0001398464,0.00005974819,0.00008875404,0.001238656,0.0002580355,0.000201811,0.0001776136,0.002973804,0.01777406],"study_design_scores_gemma":[0.0000200557,0.0001087081,0.9923444,0.0001026884,0.00003472113,0.00008214694,0.003174471,0.0004128077,0.0001860608,0.00005387123,0.003468726,0.00001132376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884133,0.0002689462,0.0004909572,0.001561999,0.00001645928,0.0001009189,0.004013371,0.0000619259,0.005072097],"genre_scores_gemma":[0.996332,0.0002968558,0.000505187,0.0002835382,0.00002674026,0.0001156302,0.001605716,0.000007685268,0.0008266954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0792206,"threshold_uncertainty_score":0.157519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2254990639","doi":"10.1097/phh.0000000000000304","title":"Characterizing Informatics Roles and Needs of Public Health Workers","year":2015,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Gibson Energy (Canada)","funders":"Agency for Healthcare Research and Quality; Health Services Research and Development; de Beaumont Foundation; U.S. Public Health Service; Centers for Disease Control and Prevention; U.S. Department of Veterans Affairs","keywords":"Public health informatics; Workforce; Public health; Health informatics; Informatics; Health information technology; Agency (philosophy); Medicine; Job satisfaction; Descriptive statistics; Medical education; Public relations; Business; Health promotion; Nursing; HRHIS; Psychology; Health care; Political science; Sociology; Statistics; Mathematics","authors":[{"name":"Brian E. Dixon","is_ca":true},{"name":"Timothy D. McFarlane","is_ca":true},{"name":"Shandy Dearth","is_ca":true},{"name":"Shaun J. Grannis","is_ca":true},{"name":"P. Joseph Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2679785245953285,"gpt":0.4871231099688264,"spread":0.2191445853734978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002842743,0.0002197488,0.0001349172,0.001351231,0.0006129987,0.0007250693,0.0005710345,0.0005081199,0.001453242],"category_scores_gemma":[0.008067145,0.000215423,0.0001883429,0.0006971954,0.0004203708,0.0008867659,0.001761311,0.0004851392,0.0003197116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000771509,"about_ca_system_score_gemma":0.002603941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006086071,"about_ca_topic_score_gemma":0.008139783,"domain_scores_codex":[0.9988268,0.0002816123,0.0001065758,0.0001345956,0.0002575653,0.0003928608],"domain_scores_gemma":[0.9954169,0.001059647,0.001761676,0.0001881364,0.0007710121,0.000802754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002825116,0.00008668126,0.9881127,0.00003797108,0.000004821344,0.00005580706,0.004427529,0.00005042388,0.0005239737,0.00006050761,0.0003607149,0.006250578],"study_design_scores_gemma":[0.000003220707,0.00008116714,0.9869648,0.00002243061,0.000002130335,0.00007943541,0.01190116,0.0001437453,0.0001256499,0.00005302991,0.0006202993,0.000002924996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985071,0.00004121761,0.0001055891,0.000266383,0.000003500771,0.00002957515,0.0001978707,0.000002991502,0.0008457993],"genre_scores_gemma":[0.999018,0.00007242967,0.0002565887,0.00009131125,0.000008392743,0.00006869135,0.0002738182,0.000001395763,0.0002094631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006086071,"threshold_uncertainty_score":0.01503402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294608020","doi":"10.1097/phh.0000000000001565","title":"COVID-19 Vaccine Uptake in Southeastern Ontario, Canada: Monitoring and Addressing Health Inequities","year":2022,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Equity (law); Health equity; Public health; Medicine; Population; Rural area; Health care; Business; Environmental health; Agency (philosophy); Economic growth; Nursing; Political science","authors":[{"name":"Megan Carter","is_ca":true},{"name":"Suzanne Biro","is_ca":true},{"name":"Allison Maier","is_ca":true},{"name":"Clint Shingler","is_ca":true},{"name":"T. Hugh Guan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1656302007148539,"gpt":0.395986542514022,"spread":0.2303563417991681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002556708,0.0003791559,0.0003590143,0.001112205,0.00271644,0.0009454637,0.001566449,0.0002882798,0.001363281],"category_scores_gemma":[0.003937699,0.0002974399,0.0003844881,0.002875116,0.0007381707,0.0004623569,0.001053093,0.0006347183,0.0001618719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07363581,"about_ca_system_score_gemma":0.145208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982211,"about_ca_topic_score_gemma":0.9989956,"domain_scores_codex":[0.9978307,0.0002194776,0.0001257242,0.0001846717,0.001021572,0.0006178844],"domain_scores_gemma":[0.9942632,0.0002358077,0.0007253786,0.00009365926,0.003693454,0.0009883596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002358052,0.0001736159,0.9177316,0.0007910717,0.0001237862,0.000196415,0.004520921,0.0008193098,0.0008325109,0.0004201218,0.014827,0.05932772],"study_design_scores_gemma":[0.0000273305,0.0001226402,0.9890118,0.0002158194,0.00004496787,0.00003213062,0.002959319,0.0009009425,0.0004063041,0.00005170461,0.006208351,0.00001886075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950092,0.004443143,0.001403081,0.007466899,0.00006825018,0.001279671,0.01878617,0.000127338,0.01633341],"genre_scores_gemma":[0.9887654,0.001782737,0.001951258,0.0007629856,0.00001539575,0.0003120266,0.002851795,0.00001451199,0.003543882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07363581,"threshold_uncertainty_score":0.5342677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066870804","doi":"10.1097/00124784-200603000-00003","title":"Characteristics, Desired Functionalities, and Datasets of State Web-based Data Query Systems","year":2006,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Process (computing); State (computer science); Key (lock); Core (optical fiber); Information retrieval; World Wide Web; Data mining; Data science","authors":[{"name":"Daniel J. Friedman","is_ca":false},{"name":"R. Gibson Parrish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1108007186770541,"gpt":0.3513195969587868,"spread":0.2405188782817327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01373075,0.00052042,0.0007346121,0.0067851,0.001125067,0.006308686,0.001475637,0.0008645398,0.001205756],"category_scores_gemma":[0.03993721,0.0008994949,0.0007872945,0.01045369,0.0009643799,0.006129994,0.001794188,0.001052268,0.0006407999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512692,"about_ca_system_score_gemma":0.003382775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132325,"about_ca_topic_score_gemma":0.008563066,"domain_scores_codex":[0.9864027,0.003472902,0.003272249,0.001454539,0.004742991,0.0006546074],"domain_scores_gemma":[0.9301174,0.04304329,0.004681381,0.008620792,0.01244337,0.001093806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001673764,0.0008668105,0.4344627,0.003156397,0.0004108401,0.001033818,0.01028404,0.02187902,0.02845295,0.07094256,0.01554112,0.411296],"study_design_scores_gemma":[0.0002473433,0.0008731103,0.3302663,0.00170237,0.0007105268,0.004801805,0.0113275,0.2299777,0.07807168,0.04166028,0.2996274,0.000733946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6515124,0.00275515,0.2855852,0.002609465,0.00005223449,0.001579154,0.01874907,0.01016797,0.02698927],"genre_scores_gemma":[0.8119108,0.001141523,0.1569357,0.0002394191,0.00003970976,0.00105558,0.02615642,0.0006595838,0.001861283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373075,"threshold_uncertainty_score":0.07261604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389178805","doi":"10.1097/phh.0000000000001817","title":"Hot Topic: A Systematic Review and Content Analysis of Heat-Related Messages During the 2021 Heat Dome in Canada","year":2023,"lang":"en","type":"review","venue":"Journal of Public Health Management and Practice","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital; University of Waterloo; University of Ottawa; Health Canada","funders":"Health Canada","keywords":"Context (archaeology); Journalism; Government (linguistics); Content analysis; Public health; Event (particle physics); Political science; Public relations; Library science; Computer science; Medicine; Geography; Sociology; Law; Social science; Nursing","authors":[{"name":"Emily J. Tetzlaff","is_ca":true},{"name":"Nicholas Goulet","is_ca":true},{"name":"Melissa Gorman","is_ca":true},{"name":"Gregory R. A. Richardson","is_ca":true},{"name":"Paddy Enright","is_ca":true},{"name":"Robert D. Meade","is_ca":true},{"name":"Glen P. Kenny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.250322419478141,"gpt":0.4070272659568863,"spread":0.1567048464787452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01996609,0.001340333,0.00626161,0.03054677,0.003581619,0.00643227,0.003216565,0.00209049,0.004128542],"category_scores_gemma":[0.09817099,0.001099477,0.005056977,0.04041612,0.002754654,0.003846457,0.003335757,0.001853068,0.000352465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02892561,"about_ca_system_score_gemma":0.136415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3779961,"about_ca_topic_score_gemma":0.6410602,"domain_scores_codex":[0.9793265,0.005692706,0.006289372,0.001472514,0.006202086,0.001016834],"domain_scores_gemma":[0.8970053,0.06313443,0.01305409,0.001412541,0.02322541,0.002168247],"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":[0.0002422095,0.00003611402,0.006527802,0.9253508,0.004073915,0.0003100188,0.008940587,0.0001135374,0.0002263194,0.0005337487,0.006590932,0.04705402],"study_design_scores_gemma":[0.0001163691,0.00007936021,0.02025302,0.9201102,0.01409575,0.0002599802,0.007571908,0.00008780882,0.0001759193,0.000255839,0.0369071,0.00008676852],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01143678,0.9755356,0.0006360216,0.001724537,0.0003351838,0.002147188,0.005944721,0.0000304471,0.00220947],"genre_scores_gemma":[0.08433615,0.9020541,0.002762161,0.002150507,0.0001830666,0.005048327,0.002762374,0.00004904513,0.0006542133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6220039,"threshold_uncertainty_score":0.7515919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003740762","doi":"10.1097/phh.0000000000001123","title":"Translating Workforce Development Policy Interventions for Community Health Workers: Application of a Policy Research Continuum","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Multiple Sclerosis Society of Canada","funders":"National Institutes of Health","keywords":"Psychological intervention; Workforce; Health policy; Knowledge translation; Public health; Health equity; Health services research; Workforce development; Public relations; Equity (law); Political science; Public policy; Policy analysis; Medicine; Public economics; Business; Nursing; Public administration; Knowledge management; Economics; Computer science","authors":[{"name":"Erika B. Fulmer","is_ca":true},{"name":"Colleen Barbero","is_ca":true},{"name":"Siobhan Gilchrist","is_ca":true},{"name":"Sharada Shantharam","is_ca":true},{"name":"Aunima R. Bhuiya","is_ca":true},{"name":"Lauren Taylor","is_ca":true},{"name":"Chris Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6143527388152389,"gpt":0.6390414903226417,"spread":0.0246887515074028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4689328,0.002330365,0.002334368,0.01304557,0.007817953,0.01854431,0.006105893,0.007404167,0.006323787],"category_scores_gemma":[0.4042743,0.002291801,0.004502056,0.009314702,0.01441827,0.02217794,0.03709307,0.01122414,0.001472605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02911322,"about_ca_system_score_gemma":0.146379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00652816,"about_ca_topic_score_gemma":0.009083427,"domain_scores_codex":[0.5634828,0.3704332,0.02575528,0.01015621,0.02620895,0.003963575],"domain_scores_gemma":[0.4426728,0.4269536,0.02615097,0.05285371,0.04081235,0.01055658],"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":[0.0004987365,0.003383655,0.01622269,0.02641482,0.0006597331,0.000514443,0.03853291,0.01042692,0.001701692,0.1558966,0.01973826,0.7260094],"study_design_scores_gemma":[0.002921311,0.005475343,0.02650045,0.08634006,0.001148845,0.0007606442,0.0458455,0.03054897,0.007855822,0.5952352,0.1965448,0.0008230503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04529407,0.01480253,0.6136339,0.1882167,0.002714769,0.08029427,0.001929769,0.002026858,0.05108712],"genre_scores_gemma":[0.09775723,0.003418233,0.8558918,0.01015022,0.0003173796,0.03123832,0.0003323549,0.00008729532,0.0008071669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4689328,"threshold_uncertainty_score":0.6549004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047705079","doi":"10.1097/phh.0000000000001172","title":"Voluntary Separations and Workforce Planning: How Intent to Leave Public Health Agencies Manifests in Actual Departure in the United States","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Workforce; Turnover; Agency (philosophy); Quarter (Canadian coin); Public health; Business; Workforce planning; Demographic economics; Medicine; Public relations; Nursing; Political science; Economic growth; Economics; Sociology; Management; Geography","authors":[{"name":"Jonathon P. Leider","is_ca":true},{"name":"Katie Sellers","is_ca":true},{"name":"Kyle Bogaert","is_ca":true},{"name":"Rivka Liss‐Levinson","is_ca":true},{"name":"Brian C. Castrucci","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3760406809084474,"gpt":0.505650073865946,"spread":0.1296093929574986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005905661,0.0001635901,0.0001738791,0.0008644204,0.001313368,0.001928836,0.0008160597,0.0007176237,0.00222305],"category_scores_gemma":[0.02186861,0.0002957478,0.0003690506,0.0008608207,0.001195916,0.0014339,0.002571958,0.001633024,0.0002733954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002731659,"about_ca_system_score_gemma":0.003442374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04619673,"about_ca_topic_score_gemma":0.07664283,"domain_scores_codex":[0.9968472,0.001558047,0.0002034111,0.0002322124,0.0004435625,0.0007154364],"domain_scores_gemma":[0.979845,0.004838202,0.009329597,0.0006447015,0.002002651,0.003339826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000105004,0.0001620686,0.9843808,0.00002359276,0.00001936239,0.00003465984,0.003779924,0.000196658,0.00003978566,0.0001706487,0.0009823587,0.01010521],"study_design_scores_gemma":[0.000003085912,0.0000774553,0.9832207,0.00007407949,0.000005401708,0.00004206255,0.0151821,0.0004736218,0.00003917431,0.0002032088,0.0006690597,0.00001009333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971496,0.0002701748,0.0001644559,0.001323186,0.00001954055,0.000009889683,0.0001319333,0.000004778701,0.0009264282],"genre_scores_gemma":[0.9995358,0.00008257064,0.00004887508,0.00006338293,0.000007150689,0.000007821169,0.0001050291,0.000001640524,0.0001477229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04619673,"threshold_uncertainty_score":0.09185565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2562043474","doi":"10.1097/phh.0000000000000514","title":"Can Emergency Department, Hospital Discharge, and Death Data Be Used to Monitor Burden of Drug Overdose in Rhode Island?","year":2016,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Opioid Use Disorder Treatment","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":"Vineland Research and Innovation Centre","funders":"","keywords":"Medicine; Emergency department; Drug overdose; Emergency medicine; Public health; Population; Medical emergency; Health care; Substance abuse; Incidence (geometry); Poison control; Environmental health; Psychiatry","authors":[{"name":"Yongwen Jiang","is_ca":true},{"name":"James McDonald","is_ca":true},{"name":"Jennifer Koziol","is_ca":true},{"name":"Meghan McCormick","is_ca":true},{"name":"Samara Viner‐Brown","is_ca":true},{"name":"Nicole Alexander‐Scott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07673531663732434,"gpt":0.3836162537730107,"spread":0.3068809371356863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002581242,0.0002789169,0.0003402602,0.002147795,0.0002247341,0.0008656366,0.0008121696,0.000344556,0.001256303],"category_scores_gemma":[0.012989,0.0001729277,0.0004211883,0.002044912,0.0002388471,0.001110323,0.0009308698,0.0005579893,0.0003517581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178817,"about_ca_system_score_gemma":0.00138749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09796606,"about_ca_topic_score_gemma":0.1382211,"domain_scores_codex":[0.9984995,0.000593247,0.0003254143,0.0001702156,0.0002663841,0.0001452329],"domain_scores_gemma":[0.9930272,0.000901921,0.002983142,0.0003928022,0.002231377,0.0004634874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003018772,0.0000286957,0.9883252,0.00009447515,0.00005648124,0.00004142708,0.0001149809,0.000147885,0.0000865677,0.0000522028,0.002174709,0.008847283],"study_design_scores_gemma":[0.00000429202,0.0000378133,0.9965919,0.0001162798,0.00003262301,0.00006356866,0.0006190269,0.0008293589,0.0001143398,0.00003814809,0.001544437,0.000008162678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574631,0.002635758,0.001947164,0.007623978,0.0001076802,0.0003326519,0.02225617,0.0001016977,0.007531899],"genre_scores_gemma":[0.9809763,0.001950315,0.004700136,0.000918417,0.00007888147,0.0003435613,0.01030236,0.00001772861,0.0007121252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09796606,"threshold_uncertainty_score":0.1947917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322983286","doi":"10.1097/00124784-200407000-00010","title":"Application of Quality Measurement and Performance Standards to Public Health Systems","year":2004,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Accreditation; Public health; Quality (philosophy); Computer science; Process (computing); Work (physics); State (computer science); Business; Environmental health; Process management; Risk analysis (engineering); Engineering management; Medicine; Engineering; Medical education; Nursing","authors":[{"name":"Barbara J. Mauer","is_ca":true},{"name":"Marlene Mason","is_ca":true},{"name":"B. M. Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3924595025901642,"gpt":0.5355704920651662,"spread":0.1431109894750019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2185787,0.001157412,0.00148271,0.01240948,0.007542489,0.01929948,0.003429718,0.006573273,0.00288782],"category_scores_gemma":[0.390821,0.001308159,0.001894315,0.01304757,0.03568447,0.01383302,0.01203714,0.01323547,0.0005294624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04081162,"about_ca_system_score_gemma":0.06985655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03967602,"about_ca_topic_score_gemma":0.01751651,"domain_scores_codex":[0.6271159,0.2315899,0.02261873,0.009001972,0.1029735,0.00669999],"domain_scores_gemma":[0.6441445,0.2080212,0.01928059,0.03328738,0.09118576,0.004080602],"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":[0.00001339065,0.00006871221,0.003231671,0.0004260325,0.0000656513,0.00003170544,0.001568432,0.005154878,0.0001010406,0.8945531,0.008412287,0.08637324],"study_design_scores_gemma":[0.00005516616,0.0001872873,0.007176162,0.00206919,0.00005536824,0.00006241739,0.003040587,0.009620989,0.001104258,0.872812,0.103664,0.0001526376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0154428,0.01456957,0.4465613,0.2226142,0.003913508,0.002042156,0.0003150023,0.0007752408,0.2937663],"genre_scores_gemma":[0.629111,0.008927023,0.3257172,0.02060175,0.004209629,0.002824284,0.0003037728,0.0002339208,0.008071437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2185787,"threshold_uncertainty_score":0.9636316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109378612","doi":"10.1097/phh.0000000000001284","title":"Variation Among Public Health Interventions in Initial Efforts to Prevent and Control the Spread of COVID-19 in the 50 States, 29 Big Cities, and the District of Columbia","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health","funders":"","keywords":"Psychological intervention; Public health; Pandemic; Coronavirus disease 2019 (COVID-19); State (computer science); Preemption; Transmission (telecommunications); Public health interventions; Environmental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Political science; Medicine; Disease; Virology; Infectious disease (medical specialty); Computer science; Nursing","authors":[{"name":"Michael R. Fraser","is_ca":true},{"name":"Chrissie Juliano","is_ca":true},{"name":"Gabrielle Nichols","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.180898676447155,"gpt":0.4734006545366327,"spread":0.2925019780894778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004792,0.0001889048,0.0002583924,0.001119236,0.001463792,0.001154712,0.000857191,0.0008627463,0.0009247164],"category_scores_gemma":[0.02695011,0.0003381598,0.0003412498,0.001351424,0.001436773,0.000609952,0.001636862,0.001565541,0.00009026266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006681468,"about_ca_system_score_gemma":0.01052828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07354952,"about_ca_topic_score_gemma":0.1892838,"domain_scores_codex":[0.9857917,0.008225128,0.001127806,0.001027807,0.001780782,0.002046722],"domain_scores_gemma":[0.9745309,0.01175253,0.005364396,0.00155545,0.003980608,0.002816122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006711056,0.002312566,0.8318433,0.0004630896,0.0004402007,0.0001863305,0.01200777,0.003390347,0.003367031,0.005450577,0.00447244,0.1353952],"study_design_scores_gemma":[0.00003632539,0.0003671552,0.9874098,0.0001863198,0.00004731872,0.00002595918,0.005536191,0.0007884206,0.0007556562,0.0002715264,0.004557968,0.00001736805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891187,0.0007692423,0.001070166,0.002383152,0.00005174449,0.0002986819,0.000257409,0.0000378708,0.006012999],"genre_scores_gemma":[0.9978938,0.0002752221,0.0005844575,0.0004628709,0.000009401931,0.0001914913,0.000133973,0.000008727399,0.0004401357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07354952,"threshold_uncertainty_score":0.1462428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335182722","doi":"10.1097/phh.0000000000000062","title":"Strategic Planning for Chronic Disease Prevention in Rural America","year":2014,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Community Health and Development","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada); Smiths Detection (Canada)","funders":"","keywords":"Chronic disease; Strategic planning; Disease; Business; Environmental health; Environmental planning; Medicine; Family medicine; Geography; Marketing; Internal medicine","authors":[{"name":"Amanda Honeycutt","is_ca":true},{"name":"Kristina Wile","is_ca":true},{"name":"Cassandra Dove","is_ca":true},{"name":"Jackie Hawkins","is_ca":true},{"name":"Diane Orenstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2650495099425981,"gpt":0.5249854458913303,"spread":0.2599359359487323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006948262,0.0005433619,0.0001805086,0.001016828,0.00396758,0.003602829,0.001118075,0.001593135,0.0111072],"category_scores_gemma":[0.01055748,0.0003290118,0.0003933548,0.001748078,0.002164246,0.001950778,0.006199461,0.002612962,0.0008224028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01109149,"about_ca_system_score_gemma":0.06679284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0468986,"about_ca_topic_score_gemma":0.08524441,"domain_scores_codex":[0.9965993,0.002533878,0.0001026834,0.000151744,0.0003172793,0.0002952029],"domain_scores_gemma":[0.9940907,0.00174477,0.0005136685,0.0001798928,0.001150166,0.00232067],"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":[0.0001348864,0.0007250403,0.02923971,0.001707498,0.00009663599,0.001210534,0.02927819,0.0218749,0.001766925,0.2317986,0.2949219,0.3872453],"study_design_scores_gemma":[0.0001622643,0.0003256883,0.01430314,0.00223293,0.00004871051,0.0004300683,0.02943182,0.01273645,0.0006476915,0.1145053,0.8251101,0.00006585945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1068596,0.01160607,0.1210815,0.4049754,0.001579912,0.004928413,0.001802989,0.001414209,0.345752],"genre_scores_gemma":[0.7255057,0.01290368,0.1965566,0.01798209,0.0003119157,0.004452081,0.00164449,0.0001751899,0.04046824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0468986,"threshold_uncertainty_score":0.09325123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2763457742","doi":"10.1097/phh.0000000000000693","title":"Building Professionalism Through Management Training: New England Public Health Training Center's Low-Cost, High-Impact Model","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Accreditation; Training (meteorology); Medical education; Public health; Context (archaeology); Work (physics); Public relations; Psychology; Medicine; Nursing; Engineering; Political science","authors":[{"name":"Kathleen MacVarish","is_ca":true},{"name":"Hope Worden Kenefick","is_ca":true},{"name":"A.T. Fidler","is_ca":true},{"name":"Bradley R. Cohen","is_ca":true},{"name":"Yuri Orellana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5165914194881276,"gpt":0.5690389228600418,"spread":0.05244750337191417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008550251,0.0006350235,0.0003512074,0.0008217006,0.003848601,0.00528833,0.00273091,0.002178035,0.01850733],"category_scores_gemma":[0.006003855,0.0005142885,0.0006679976,0.000666359,0.002924202,0.003863411,0.006691399,0.002563736,0.003424302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059714,"about_ca_system_score_gemma":0.02793126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02160584,"about_ca_topic_score_gemma":0.05605586,"domain_scores_codex":[0.9925271,0.003204612,0.0001666368,0.0005668086,0.002384153,0.001150761],"domain_scores_gemma":[0.9935015,0.001001449,0.0002970823,0.0004233838,0.0009774127,0.003799242],"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":[0.0007572177,0.01384871,0.02723519,0.001825082,0.00006935868,0.0008712062,0.006836086,0.008942872,0.003191408,0.1807408,0.1929253,0.5627568],"study_design_scores_gemma":[0.002383039,0.009609083,0.1012683,0.003708666,0.0002072767,0.002524855,0.01276361,0.04848864,0.005383908,0.1072807,0.7059819,0.0004000481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.18576,0.001615388,0.1199706,0.1426573,0.001214986,0.007599608,0.0005088279,0.001518125,0.5391551],"genre_scores_gemma":[0.720088,0.00156495,0.151737,0.01518974,0.0002784659,0.00671683,0.0003810006,0.0001780738,0.103866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02160584,"threshold_uncertainty_score":0.07688797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329935682","doi":"10.1097/01.phh.0000267688.54024.09","title":"The 2005 British Columbia Smoking Cessation Mass Media Campaign and Short-term Changes in Smoking","year":2007,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; Ministry of Health","funders":"","keywords":"Smoking cessation; Mass media; Environmental health; Christian ministry; Incentive; Demography; Medicine; Consumption (sociology); Psychological intervention; Gerontology; Political science; Advertising; Business","authors":[{"name":"Lynda Gagné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07703868652757039,"gpt":0.3594764788981901,"spread":0.2824377923706197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007695247,0.0002898484,0.0003392552,0.0005839054,0.001199453,0.00121902,0.0006220511,0.0006345822,0.006087283],"category_scores_gemma":[0.003745106,0.0002217047,0.0002750349,0.0005460331,0.0003768347,0.0002832456,0.000559975,0.0007553027,0.0004201028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114022,"about_ca_system_score_gemma":0.01241153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8777457,"about_ca_topic_score_gemma":0.9375588,"domain_scores_codex":[0.9991347,0.000188072,0.00002580953,0.00007610066,0.0003216737,0.0002535968],"domain_scores_gemma":[0.9975669,0.0003814881,0.0003914355,0.00008844933,0.0006716474,0.0009000485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003671891,0.005985258,0.804922,0.0004303264,0.0003317965,0.0002420741,0.001690973,0.0008064752,0.003890164,0.0004419368,0.01460387,0.1629832],"study_design_scores_gemma":[0.00003428,0.0002382713,0.9972643,0.00002692152,0.00004066346,0.00001008929,0.0003997398,0.0001677315,0.0002084658,0.00001838048,0.001583796,0.000007460389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849123,0.0009860037,0.00006427742,0.001049311,0.00006409727,0.0001474196,0.0009445603,0.0000231975,0.01180899],"genre_scores_gemma":[0.9903222,0.0004249217,0.0001750435,0.0004662146,0.00002625959,0.0001022745,0.000723119,0.00000547776,0.007754616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1222543,"threshold_uncertainty_score":0.2459484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809530673","doi":"10.1097/phh.0000000000000832","title":"Health Care Access and Receipt of Clinical Diabetes Preventive Care for Working-Age Adults With Diabetes in States With and Without Medicaid Expansion: Results from the 2013 and 2015 BRFSS","year":2018,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Medicaid; Behavioral Risk Factor Surveillance System; Receipt; Medicine; National Health Interview Survey; Confidence interval; Odds ratio; Logistic regression; Odds; Patient Protection and Affordable Care Act; Health care; Family medicine; National Health and Nutrition Examination Survey; Diabetes mellitus; American Community Survey; Demography; Gerontology; Environmental health; Population; Business; Internal medicine","authors":[{"name":"Huabin Luo","is_ca":true},{"name":"Zhuo Chen","is_ca":true},{"name":"Lei Xu","is_ca":true},{"name":"Ronny A. Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1196738998025932,"gpt":0.3975086427657644,"spread":0.2778347429631712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002959041,0.000280231,0.0004368101,0.001245845,0.0004358943,0.0007424689,0.0006584548,0.000463122,0.001243931],"category_scores_gemma":[0.00634418,0.0002966085,0.001656017,0.001823331,0.0004157404,0.000746657,0.001553757,0.0007514625,0.0001493613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141303,"about_ca_system_score_gemma":0.001668144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07329062,"about_ca_topic_score_gemma":0.1078251,"domain_scores_codex":[0.9984536,0.0003758889,0.0002155874,0.0002704152,0.000399997,0.0002845108],"domain_scores_gemma":[0.995074,0.0007353452,0.002873283,0.0002219515,0.0005411234,0.0005542845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007071554,0.00006663548,0.9984778,0.00001640344,0.0001046194,0.000009713651,0.00009318496,0.00005398606,0.00003861173,0.00001355473,0.0001789604,0.0008758434],"study_design_scores_gemma":[0.000003619756,0.0000320535,0.9995474,0.000009713685,0.00003041898,0.00001170913,0.0001768344,0.00005729263,0.00002297507,0.000004527682,0.000101553,0.000001997801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996655,0.0001777522,0.00005763703,0.0001024708,0.000008890774,0.00002128174,0.002688208,0.000004289272,0.0002844894],"genre_scores_gemma":[0.9967102,0.0001399693,0.00009909493,0.00008821001,0.00001410269,0.00004690355,0.002749451,0.000002315865,0.0001497398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07329062,"threshold_uncertainty_score":0.1457281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022641508","doi":"10.1097/phh.0b013e3181903b9d","title":"Using a Community-Based Health Survey as a Tool for Informing Local Health Policy","year":2009,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Community Health and Development","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Indigenous Peoples' Health","funders":"U.S. Public Health Service","keywords":"Community health; Public health; Health policy; Community health center; Research center; Political science; Public relations; Environmental health; Medicine; Nursing","authors":[{"name":"Daniel J. Kruger","is_ca":false},{"name":"Lauren Shirey","is_ca":true},{"name":"Susan Morrel‐Samuels","is_ca":false},{"name":"Stephen Skorcz","is_ca":false},{"name":"Janice Brady","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4506237385819543,"gpt":0.5713019394321701,"spread":0.1206782008502158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01555902,0.0004008099,0.0003854449,0.005618374,0.0009739047,0.001133534,0.0005526,0.0009060032,0.003501536],"category_scores_gemma":[0.02948188,0.0004540081,0.0002050108,0.005394117,0.0005319724,0.001683093,0.001011697,0.0007552688,0.0007268761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009383833,"about_ca_system_score_gemma":0.004099193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058884,"about_ca_topic_score_gemma":0.01879643,"domain_scores_codex":[0.9711246,0.02502498,0.001189778,0.0005400548,0.00184555,0.000275078],"domain_scores_gemma":[0.9723234,0.0172896,0.003400769,0.002055231,0.003536292,0.001394678],"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":[0.0003596467,0.002712268,0.3671543,0.001452598,0.0002851165,0.000349247,0.007684597,0.002019554,0.003007819,0.008847343,0.05601901,0.5501084],"study_design_scores_gemma":[0.0009588691,0.006912451,0.7623124,0.002152917,0.0002693695,0.0007707533,0.0330899,0.01986457,0.004038823,0.01438064,0.1548935,0.0003557448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6858813,0.001836987,0.1499248,0.01551319,0.001082106,0.02519874,0.02860893,0.001877588,0.09007628],"genre_scores_gemma":[0.7762594,0.001941755,0.1844814,0.003341644,0.0003774338,0.02103239,0.007519205,0.00005174326,0.00499501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555902,"threshold_uncertainty_score":0.08228493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293379575","doi":"10.1097/phh.0000000000001596","title":"Early Impacts of the COVID-19 Pandemic on Public Health Systems and Practice in 3 Canadian Provinces From the Perspective of Public Health Leaders: A Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public health; Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Political science; Environmental health; Geography; Medicine; Sociology; Virology; Nursing; Computer science; Social science; Outbreak; Disease; Infectious disease (medical specialty)","authors":[{"name":"Harman Singh Sandhu","is_ca":true},{"name":"Robert Smith","is_ca":false},{"name":"Tamika Jarvis","is_ca":false},{"name":"Meghan O’Neill","is_ca":false},{"name":"Erica Di Ruggiero","is_ca":false},{"name":"Robert Schwartz","is_ca":false},{"name":"Laura C. Rosella","is_ca":false},{"name":"Sara Allin","is_ca":false},{"name":"Andrew D. Pinto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4244655771862099,"gpt":0.5736354641321176,"spread":0.1491698869459078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005521611,0.0005131586,0.0006911429,0.002061722,0.02139149,0.003460757,0.002366974,0.001343194,0.00316123],"category_scores_gemma":[0.009437743,0.0006597397,0.0005069082,0.003417797,0.008132813,0.001460142,0.003278687,0.002399734,0.0001887858],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1458697,"about_ca_system_score_gemma":0.1965965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853083,"about_ca_topic_score_gemma":0.9934139,"domain_scores_codex":[0.9942193,0.001543914,0.000139306,0.0003793405,0.0008704474,0.002847834],"domain_scores_gemma":[0.9890693,0.003738207,0.0007410198,0.0002344855,0.003009224,0.003207775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001011689,0.00006450203,0.03161484,0.0002868801,0.00001237743,0.00136091,0.9518412,0.000148633,0.0006843106,0.001313224,0.003729234,0.008842696],"study_design_scores_gemma":[0.000007498336,0.0000357079,0.0171477,0.0002169824,0.00000799623,0.00009245712,0.9711684,0.0001348033,0.0001792475,0.0001109234,0.01086766,0.00003061371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861547,0.0008655236,0.0005733521,0.003414479,0.00006610104,0.0003534576,0.0007834975,0.00002208565,0.007766729],"genre_scores_gemma":[0.9946854,0.0005998136,0.0007097602,0.0009184357,0.00001084047,0.0001844133,0.0001718441,0.00001583527,0.002703645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8541303,"threshold_uncertainty_score":0.9906701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526739384","doi":"10.1097/phh.0000000000000479","title":"Urgent Challenges for Local Public Health Informatics","year":2016,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Gibson Energy (Canada)","funders":"","keywords":"Health informatics; Public health; Informatics; Data science; Public health informatics; Environmental health; Computer science; Political science; Medicine; Health policy; Nursing; International health","authors":[{"name":"P. Joseph Gibson","is_ca":true},{"name":"Gulzar H. Shah","is_ca":true},{"name":"Laura C. Streichert","is_ca":true},{"name":"Linda Verchick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2914384740612425,"gpt":0.4906323859758169,"spread":0.1991939119145745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01741668,0.0007627386,0.001350286,0.00180781,0.006806142,0.02029266,0.003143592,0.01228775,0.01963935],"category_scores_gemma":[0.03488376,0.000718563,0.00135426,0.001644378,0.004479136,0.01753693,0.008123368,0.0211723,0.00579481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005300269,"about_ca_system_score_gemma":0.01935025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004526386,"about_ca_topic_score_gemma":0.01113968,"domain_scores_codex":[0.9876466,0.005206218,0.001379145,0.0009591838,0.003383221,0.001425549],"domain_scores_gemma":[0.9391972,0.03322509,0.003180074,0.001674679,0.01157438,0.01114856],"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":[0.00002081909,0.00009677693,0.0005411045,0.0007655491,0.00001573967,0.0005145495,0.002254238,0.0001623473,0.0002604662,0.01020604,0.9268887,0.05827375],"study_design_scores_gemma":[0.00001497553,0.00004382665,0.0005363159,0.0008755919,0.00001920839,0.000408184,0.008504891,0.0002620229,0.000165513,0.007630012,0.9814829,0.00005652292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005670633,0.007557715,0.001013812,0.9523479,0.03467251,0.00001561843,0.00002875212,0.0001647811,0.003631783],"genre_scores_gemma":[0.03271143,0.04299963,0.008988459,0.5949429,0.2829037,0.0001445393,0.0003245981,0.0004426963,0.03654218],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02029266,"threshold_uncertainty_score":0.09210932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387950136","doi":"10.1097/phh.0000000000001837","title":"Symptoms of Posttraumatic Stress During the COVID-19 Pandemic in the Governmental Public Health Workforce and General Population","year":2023,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thornhill Medical (Canada)","funders":"National Institute of Mental Health","keywords":"Workforce; Odds; Public health; Pandemic; Mental health; Stressor; Population; Medicine; Coronavirus disease 2019 (COVID-19); Agency (philosophy); Personal protective equipment; Health care; Environmental health; Psychology; Gerontology; Psychiatry; Nursing; Political science; Disease; Sociology","authors":[{"name":"Emma Dewhurst","is_ca":true},{"name":"Catherine K. Ettman","is_ca":true},{"name":"Rachel Hare Bork","is_ca":true},{"name":"Benjamin Thornburg","is_ca":true},{"name":"Salma M. Abdalla","is_ca":true},{"name":"Sandro Galea","is_ca":true},{"name":"Brian C. Castrucci","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.247706290954858,"gpt":0.4780443694593894,"spread":0.2303380785045314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008640133,0.0002171163,0.0002441562,0.001442753,0.0005272612,0.0006451095,0.0003361744,0.0004972941,0.001186743],"category_scores_gemma":[0.003913125,0.0002780023,0.0002940054,0.001200777,0.0003671757,0.0007593594,0.001080641,0.000675403,0.0001949428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777048,"about_ca_system_score_gemma":0.0005943077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996146,"about_ca_topic_score_gemma":0.02783509,"domain_scores_codex":[0.9993012,0.0002211336,0.00007369037,0.00009966247,0.0001216622,0.0001826399],"domain_scores_gemma":[0.9983896,0.0001589023,0.0009319974,0.00007001259,0.0001553319,0.000294204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001320397,0.00004963935,0.9985876,0.000007097281,0.00001076105,0.00002204879,0.0002619061,0.000009217451,0.00003692058,0.000007802186,0.00009984046,0.0008939929],"study_design_scores_gemma":[7.768278e-7,0.00003554621,0.9990807,0.000004058476,0.00000226101,0.00003565947,0.0007685354,0.00001902969,0.00000720758,0.000006484524,0.00003854341,0.000001175802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991733,0.00008269126,0.00002060564,0.00006397245,0.000004404226,0.0000152694,0.0002378747,0.000001364079,0.0004004644],"genre_scores_gemma":[0.9994385,0.00009319752,0.0000321168,0.00006105943,0.0000123574,0.00002139852,0.0002544534,5.454988e-7,0.00008634228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996146,"threshold_uncertainty_score":0.03969049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159249937","doi":"10.1097/phh.0000000000001352","title":"Health Literacy Among Adults With Multiple Chronic Health Conditions","year":2021,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Health literacy; Odds ratio; Confidence interval; Logistic regression; Odds; Behavioral Risk Factor Surveillance System; Literacy; Medicine; Environmental health; Population; Demography; Gerontology; Psychology; Health care; Internal medicine","authors":[{"name":"Ann P. Rafferty","is_ca":true},{"name":"Huabin Luo","is_ca":true},{"name":"Nancy L. Winterbauer","is_ca":true},{"name":"Ronny A. Bell","is_ca":true},{"name":"Nancy Little","is_ca":true},{"name":"Satomi Imai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07142754542859867,"gpt":0.4697543092295658,"spread":0.3983267638009671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093061,0.0001628393,0.0003062705,0.001283523,0.0004186937,0.0007318771,0.0002204077,0.0004479811,0.002425175],"category_scores_gemma":[0.008122027,0.0001863496,0.0004184,0.001111246,0.0002449674,0.0009096157,0.0008514751,0.0007064389,0.0002319006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004183107,"about_ca_system_score_gemma":0.0004619366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266542,"about_ca_topic_score_gemma":0.01885151,"domain_scores_codex":[0.9992902,0.0001909902,0.0001125336,0.00009720289,0.0001484007,0.0001605239],"domain_scores_gemma":[0.9974571,0.0005062259,0.001434149,0.00005786926,0.0002535042,0.0002912183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001109988,0.00004054757,0.9966179,0.0000171216,0.000017235,0.00002366522,0.0001195492,0.000008496403,0.00001715863,0.00002017185,0.0002121358,0.002894992],"study_design_scores_gemma":[0.000003107302,0.00004123467,0.9992549,0.00003234278,0.0000128268,0.00009095437,0.000202819,0.0001034279,0.00001710717,0.00004167782,0.0001976827,0.000001874072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952242,0.0007875795,0.0001005521,0.000756297,0.00001284076,0.00002716096,0.0007552836,0.000005121281,0.002331083],"genre_scores_gemma":[0.9989292,0.0002706648,0.00008535554,0.0001996101,0.00002336436,0.00002283504,0.0002804062,7.854521e-7,0.0001876826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266542,"threshold_uncertainty_score":0.02518338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108793516","doi":"10.1097/phh.0000000000001277","title":"The Legal Response to COVID-19: Legal Pathways to a More Effective and Equitable Response","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Terry Fox Research Institute","funders":"de Beaumont Foundation","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE; Virology; Medicine; Political science; Law","authors":[{"name":"Scott Burris","is_ca":true},{"name":"Sarah de Guia","is_ca":true},{"name":"Lance Gable","is_ca":true},{"name":"Donna Levin","is_ca":true},{"name":"Wendy E. Parmet","is_ca":true},{"name":"Nicolas Terry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1637316547894138,"gpt":0.5068395166554606,"spread":0.3431078618660467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06716976,0.001114387,0.001017973,0.002329225,0.01999645,0.02808742,0.004887891,0.03964929,0.04178261],"category_scores_gemma":[0.1427405,0.001040607,0.001292909,0.001248893,0.04867971,0.03361185,0.03119374,0.06222919,0.006935268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01766443,"about_ca_system_score_gemma":0.08967895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587081,"about_ca_topic_score_gemma":0.02608642,"domain_scores_codex":[0.9537569,0.01917083,0.002468617,0.002732426,0.01343098,0.008440261],"domain_scores_gemma":[0.8970277,0.04704404,0.006304495,0.004948894,0.01541237,0.02926245],"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":[0.0000287662,0.0001757337,0.0006443993,0.0002292102,0.00001915781,0.0007957672,0.005866778,0.0003886216,0.0002433008,0.5460054,0.4099362,0.03566677],"study_design_scores_gemma":[0.00002990342,0.0000866751,0.0006705741,0.001529184,0.000009185423,0.0005933924,0.007482104,0.0004894937,0.0002240038,0.2982082,0.690577,0.0001001153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007202219,0.003316217,0.004043855,0.9650462,0.005392559,0.00004597121,0.0000270464,0.00008222545,0.02132567],"genre_scores_gemma":[0.08812386,0.007169397,0.01280755,0.8558829,0.01349657,0.000256587,0.0001591041,0.0003288162,0.02177513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06716976,"threshold_uncertainty_score":0.3552319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337026226","doi":"10.1097/phh.0000000000000319","title":"Criteria-Based Resource Allocation","year":2015,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Jubilee Hospital; University of Victoria; Island Health; Middlesex London Health Unit","funders":"","keywords":"Agency (philosophy); Resource allocation; Process (computing); Business; Resource (disambiguation); Health care; Public health; Process management; Environmental economics; Medicine; Computer science; Nursing; Economics; Management; Economic growth","authors":[{"name":"J. Ross Graham","is_ca":true},{"name":"Christopher Mackie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3422351177888712,"gpt":0.550879826611301,"spread":0.2086447088224297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02329923,0.001836639,0.001198728,0.004965693,0.002389161,0.006703622,0.003794758,0.001205788,0.02507684],"category_scores_gemma":[0.05150475,0.000602649,0.001232981,0.005884702,0.002442935,0.003292317,0.006377548,0.001764607,0.002440502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009548354,"about_ca_system_score_gemma":0.0222903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359282,"about_ca_topic_score_gemma":0.01139252,"domain_scores_codex":[0.9656807,0.02044199,0.002127271,0.002369835,0.007712811,0.001667455],"domain_scores_gemma":[0.9786073,0.01032623,0.001665593,0.001743182,0.006753961,0.0009038362],"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":[0.0003836936,0.0008016531,0.007583258,0.001713346,0.0002367069,0.0002496389,0.002818801,0.1109126,0.002110738,0.3782027,0.02610605,0.4688807],"study_design_scores_gemma":[0.0005932005,0.001126065,0.008834318,0.002460257,0.0002137324,0.0005033854,0.006155441,0.3232598,0.005189803,0.4063124,0.24514,0.0002116222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02592213,0.0009943611,0.7924849,0.002123498,0.0001876966,0.01070126,0.001109081,0.0007605267,0.1657166],"genre_scores_gemma":[0.3353413,0.0005851196,0.6404988,0.000387119,0.00006011324,0.005561817,0.001156875,0.0003437865,0.01606508],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02507684,"threshold_uncertainty_score":0.1232196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618352800","doi":"10.1097/phh.0000000000000555","title":"Ciclovia in a Rural Latino Community: Results and Lessons Learned","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Linde (Canada)","funders":"National Institute on Minority Health and Health Disparities","keywords":"Data science; Environmental health; Psychology; Computer science; Medicine","authors":[{"name":"Cynthia K. Perry","is_ca":true},{"name":"Linda K. Ko","is_ca":true},{"name":"L. Ureña Hernández","is_ca":true},{"name":"Rosa Amalia Gómez Ortíz","is_ca":true},{"name":"Sandra Linde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2978586251626811,"gpt":0.4834384668129426,"spread":0.1855798416502614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002379853,0.0005241352,0.0004036516,0.0005996121,0.001375285,0.0009723619,0.0006277604,0.000586993,0.002331808],"category_scores_gemma":[0.005208407,0.0001892172,0.000422357,0.000981019,0.000588567,0.0009245856,0.001277555,0.0005341587,0.0003677151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990751,"about_ca_system_score_gemma":0.004531038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1184423,"about_ca_topic_score_gemma":0.1663424,"domain_scores_codex":[0.9988449,0.0005109821,0.00006445582,0.0001055079,0.0001528685,0.0003213507],"domain_scores_gemma":[0.9972268,0.0004152581,0.0003103232,0.00009038657,0.001333331,0.0006239619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005450025,0.00438204,0.8092656,0.001183022,0.0000723841,0.002885127,0.03828026,0.0002172628,0.001525307,0.0002147791,0.004214545,0.1372147],"study_design_scores_gemma":[0.00014646,0.00310141,0.8300186,0.001040737,0.0001295075,0.0008648356,0.1535077,0.0004822504,0.0005756039,0.0002147443,0.009862755,0.00005550628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931009,0.0008291793,0.0001542857,0.001262061,0.00003146623,0.0003130277,0.0003140844,0.00001513399,0.003979924],"genre_scores_gemma":[0.9949891,0.001487348,0.0005816763,0.0005027035,0.00002482389,0.0002460588,0.0002986623,0.000009906009,0.001859762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184423,"threshold_uncertainty_score":0.2355057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332894257","doi":"10.1097/phh.0b013e31823991c2","title":"Networking and Knowledge Exchange to Promote the Formation of Transdisciplinary Coalitions and Levels of Agreement Among Transdisciplinary Peer Reviewers","year":2013,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Political science; Peer review; Health services research; Public relations; Psychology; Medicine; Health care; Geography","authors":[{"name":"Rebecca Lobb","is_ca":false},{"name":"Lisa Petermann","is_ca":false},{"name":"Elizabeth Manafò","is_ca":false},{"name":"Deb Keen","is_ca":false},{"name":"Jon Kerner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2801009803166622,"gpt":0.4752330210330258,"spread":0.1951320407163636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1660132,0.0005347719,0.0006142014,0.006066083,0.01158252,0.008647117,0.003032822,0.002551008,0.008074406],"category_scores_gemma":[0.3413418,0.0006431938,0.0009226403,0.002757389,0.005477638,0.0047766,0.02044118,0.002474734,0.0008783395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008910717,"about_ca_system_score_gemma":0.05047341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076085,"about_ca_topic_score_gemma":0.01698707,"domain_scores_codex":[0.7622694,0.1861673,0.009658385,0.006918903,0.02720968,0.007776378],"domain_scores_gemma":[0.5027022,0.2670158,0.08359001,0.02632643,0.0638464,0.05651926],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000523901,0.001195323,0.2448853,0.002913676,0.0004309891,0.001975202,0.2666882,0.001244892,0.003623174,0.01918183,0.03494539,0.4223922],"study_design_scores_gemma":[0.0006614516,0.001417311,0.2919383,0.004200713,0.000403344,0.002279098,0.2517216,0.004533159,0.00351913,0.03767699,0.401116,0.0005329297],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7069282,0.004937112,0.05906508,0.0639958,0.002063131,0.00819115,0.000355678,0.0005826814,0.1538812],"genre_scores_gemma":[0.9637166,0.001067734,0.02336206,0.002370201,0.0004626562,0.002354467,0.0001346365,0.00007287088,0.006458826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8339868,"threshold_uncertainty_score":0.8779722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325098469","doi":"10.1097/00124784-200307000-00007","title":"Administrative Data as a Tool for Arthritis Surveillance","year":2003,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Care Foundation","funders":"","keywords":"Demographics; Public health; Public health surveillance; Medicine; Arthritis; Environmental health; Health services; Population; Demography; Nursing","authors":[{"name":"Kenneth E. Powell","is_ca":true},{"name":"Robert A. Diseker","is_ca":true},{"name":"Rodney Presley","is_ca":true},{"name":"Dennis Tolsma","is_ca":true},{"name":"Stic Harris","is_ca":true},{"name":"Kristen J. Mertz","is_ca":true},{"name":"Kevin R. Viel","is_ca":true},{"name":"Doyt L. Conn","is_ca":true},{"name":"William McClellan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1836609317975136,"gpt":0.4413124429906697,"spread":0.2576515111931561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03213787,0.0006179131,0.00136122,0.01407772,0.0006585059,0.00282175,0.002065672,0.0009702958,0.002965143],"category_scores_gemma":[0.1548962,0.0010053,0.0009956368,0.01655152,0.0003126722,0.00177104,0.002460918,0.001663697,0.001362703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365974,"about_ca_system_score_gemma":0.003592044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370172,"about_ca_topic_score_gemma":0.008538997,"domain_scores_codex":[0.9228585,0.047864,0.01395584,0.002659928,0.01190122,0.0007604446],"domain_scores_gemma":[0.853165,0.07270421,0.02395058,0.02260441,0.02583499,0.001740935],"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":[0.0006680226,0.0006743827,0.3697604,0.002647235,0.001401107,0.0002984145,0.001471641,0.009618317,0.001362674,0.01916304,0.1286152,0.4643196],"study_design_scores_gemma":[0.0009018401,0.00120883,0.5152608,0.002916801,0.00118888,0.001200819,0.001877327,0.1025815,0.008584295,0.02310367,0.340729,0.0004462845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.187686,0.007196316,0.3831192,0.01319142,0.002550384,0.007822123,0.3434087,0.006413738,0.04861212],"genre_scores_gemma":[0.4268249,0.00276462,0.4201078,0.001993513,0.001034391,0.008070593,0.1360737,0.0003572213,0.00277339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03213787,"threshold_uncertainty_score":0.1699634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036823550","doi":"10.1097/phh.0b013e3181ddcbc0","title":"Characterization of Public Health Alerts and Their Suitability for Alerting in Electronic Health Record Systems","year":2011,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"U.S. National Library of Medicine; Centers for Disease Control and Prevention","keywords":"Electronic health record; Public health; Health records; Medical emergency; Computer science; Data science; Medicine; Nursing; Political science; Health care","authors":[{"name":"Nedra Garrett","is_ca":true},{"name":"Ninad Mishra","is_ca":true},{"name":"Barbara Nichols","is_ca":true},{"name":"Catherine J. Staes","is_ca":true},{"name":"Chuck Akin","is_ca":true},{"name":"Charles Safran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2508228438774534,"gpt":0.4353321114823591,"spread":0.1845092676049057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02406148,0.0002185803,0.0006148515,0.0100433,0.0005087044,0.003142419,0.000639313,0.0009548917,0.000646744],"category_scores_gemma":[0.1775338,0.0002605683,0.001422417,0.009205007,0.0004952467,0.003824343,0.0006479094,0.0004816325,0.0002169806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839246,"about_ca_system_score_gemma":0.002198334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834049,"about_ca_topic_score_gemma":0.002012544,"domain_scores_codex":[0.9654822,0.01188673,0.01181184,0.001497324,0.008797784,0.0005240234],"domain_scores_gemma":[0.6325529,0.2543361,0.05171237,0.007233466,0.05306876,0.001096411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001273053,0.0002014691,0.6406619,0.007550507,0.0008148815,0.0005637036,0.004059189,0.00197574,0.004485562,0.001339513,0.001876319,0.3351981],"study_design_scores_gemma":[0.0001150578,0.001860642,0.9443592,0.004542479,0.002034505,0.002900516,0.006683143,0.00762436,0.01151622,0.001456089,0.01677453,0.0001332474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407346,0.03226216,0.01418477,0.001836959,0.0001212602,0.0009722228,0.002232755,0.0001748139,0.007480534],"genre_scores_gemma":[0.9876394,0.003909194,0.006911479,0.0001813934,0.00005234528,0.0001980363,0.0008683242,0.00001228733,0.0002275745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02406148,"threshold_uncertainty_score":0.1272507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739656803","doi":"10.1097/phh.0000000000000634","title":"Beyond the Status Quo: 5 Strategic Moves to Position State and Territorial Public Health Agencies for an Uncertain Future","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health","funders":"","keywords":"Status quo; Position (finance); State (computer science); Public health; Position paper; Business; Political science; Public relations; Computer science; Medicine; Nursing; Law","authors":[{"name":"Michael R. Fraser","is_ca":false},{"name":"Brian C. Castrucci","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2537997293148963,"gpt":0.5192438951324537,"spread":0.2654441658175574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04126805,0.001231168,0.0006619043,0.002229609,0.01580936,0.02803675,0.002965351,0.01643931,0.01457057],"category_scores_gemma":[0.02402142,0.0008068294,0.001273366,0.002372849,0.01566798,0.03756954,0.01646148,0.01651732,0.00255417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01945833,"about_ca_system_score_gemma":0.06477205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01734771,"about_ca_topic_score_gemma":0.03275609,"domain_scores_codex":[0.9744751,0.01302939,0.001028776,0.001541209,0.005733449,0.004192108],"domain_scores_gemma":[0.9849784,0.004999032,0.001009275,0.0006672601,0.003519154,0.004826806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003827633,0.00006376143,0.0009674967,0.0002469836,0.00001737796,0.0003006626,0.004314242,0.001102459,0.0002116758,0.8752537,0.08108127,0.03640192],"study_design_scores_gemma":[0.00002120304,0.0001094797,0.001039191,0.001033171,0.00001100561,0.0002870617,0.01400626,0.001416124,0.0001779526,0.4921709,0.48964,0.0000875654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01012758,0.01372742,0.01520881,0.7885308,0.006687993,0.0001532546,0.0002177928,0.0001703956,0.165176],"genre_scores_gemma":[0.680301,0.02668931,0.04691414,0.2012607,0.004865467,0.0007927446,0.0006850959,0.0002353294,0.03825632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04126805,"threshold_uncertainty_score":0.2182489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322468249","doi":"10.1097/phh.0b013e31822d4bb5","title":"Outdoor Smoking Ban at a Cancer Center","year":2012,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon University","funders":"","keywords":"Smoking cessation; Smoking ban; Medicine; Environmental health; Quit smoking","authors":[{"name":"Marina Unrod","is_ca":true},{"name":"Jason A. Oliver","is_ca":true},{"name":"Bryan W. Heckman","is_ca":true},{"name":"Vani N. Simmons","is_ca":true},{"name":"Thomas H. Brandon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1654416874561074,"gpt":0.4310767890697544,"spread":0.265635101613647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000448762,0.0001057917,0.0001563667,0.0002298019,0.001074493,0.0006362355,0.0003581159,0.0003252327,0.0120301],"category_scores_gemma":[0.001433392,0.0001061774,0.0002391212,0.0002583752,0.0002634309,0.0002604788,0.0007656274,0.0005849369,0.0008917646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008271328,"about_ca_system_score_gemma":0.001723865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008532273,"about_ca_topic_score_gemma":0.02818432,"domain_scores_codex":[0.9994364,0.0001847845,0.00002608145,0.00006871069,0.0001502071,0.0001336844],"domain_scores_gemma":[0.9976598,0.0003594725,0.0004650279,0.0001801642,0.000322615,0.00101284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004231231,0.001901729,0.8813557,0.0001546134,0.0001166603,0.0005144593,0.001181547,0.0002059854,0.007372817,0.0002580592,0.009023454,0.09749176],"study_design_scores_gemma":[0.00002228728,0.001222922,0.9856614,0.00004453235,0.00004230996,0.0003548849,0.001812688,0.00009810846,0.0009752069,0.000048473,0.009702059,0.00001518898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885761,0.0002686621,0.0001529484,0.001002412,0.00004445335,0.00007578872,0.0003007997,0.00006304792,0.009515787],"genre_scores_gemma":[0.9945161,0.0002593114,0.0003790834,0.0007859009,0.0000682161,0.00005138165,0.0004663234,0.000008796611,0.003464932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120301,"threshold_uncertainty_score":0.0402447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4304807929","doi":"10.1097/phh.0000000000001633","title":"Public Health Workforce Perceptions About Organizational Commitment to Diversity, Equity, and Inclusion: Results From PH WINS 2021","year":2022,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Workforce; Public health; Equity (law); Ethnic group; Health equity; Inclusion (mineral); Organizational commitment; Diversity (politics); Public relations; Psychology; Perception; Political science; Social psychology; Nursing; Medicine","authors":[{"name":"Jessica L. Owens-Young","is_ca":false},{"name":"Jonathon P. Leider","is_ca":true},{"name":"Caryn N. Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2735596237460824,"gpt":0.485526659404653,"spread":0.2119670356585706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003750946,0.000192901,0.0001866604,0.0007032965,0.0006633009,0.000974126,0.0004184062,0.0004685964,0.003002336],"category_scores_gemma":[0.007895958,0.0002233878,0.0003054942,0.0005960035,0.0004632319,0.0009350071,0.002069758,0.0009705002,0.0003903625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006844462,"about_ca_system_score_gemma":0.001467234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703195,"about_ca_topic_score_gemma":0.02261556,"domain_scores_codex":[0.9985267,0.0004105762,0.0001076693,0.0001409299,0.0003914592,0.0004225778],"domain_scores_gemma":[0.9919819,0.00149438,0.003294307,0.0002545681,0.001149218,0.001825669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006155163,0.0002226489,0.987866,0.00003410218,0.00001991117,0.00003192301,0.006140044,0.00003908041,0.0001242017,0.00003796269,0.0009734635,0.004449152],"study_design_scores_gemma":[0.000003055409,0.00007401125,0.9860017,0.00002385528,0.000004274646,0.00001273076,0.01340436,0.00004767478,0.00003155035,0.00001511576,0.0003786109,0.000003011926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981876,0.00004082482,0.00002887936,0.0003618731,0.000006034888,0.0000196226,0.0003875263,0.000001695758,0.0009660432],"genre_scores_gemma":[0.9987392,0.00005485508,0.00003980909,0.0002112524,0.000008599571,0.00005190643,0.0004493286,0.00000205691,0.0004431871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703195,"threshold_uncertainty_score":0.03386563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394710344","doi":"10.1097/phh.0000000000001884","title":"The Core Competencies for Public Health in Canada: Opportunities and Recommendations for Modernization","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Core competency; Workforce; Agency (philosophy); Public health; Workforce development; Grey literature; Medical education; Public relations; Political science; Knowledge management; Medicine; MEDLINE; Business; Nursing; Sociology; Computer science","authors":[{"name":"Rosemarie Shephard","is_ca":true},{"name":"Justine Uy","is_ca":false},{"name":"Victoria Otterman","is_ca":false},{"name":"Claire Betker","is_ca":false},{"name":"Harman Singh Sandhu","is_ca":false},{"name":"Lynda Tjaden","is_ca":false},{"name":"Emma Apatu","is_ca":false},{"name":"Erica Di Ruggiero","is_ca":false},{"name":"Richard Musto","is_ca":false},{"name":"Jasmine Pawa","is_ca":false},{"name":"Malcolm Steinberg","is_ca":false},{"name":"E. George Payne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5137128338063447,"gpt":0.5147476175029226,"spread":0.001034783696577946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05777416,0.001191939,0.001919754,0.01611986,0.01081782,0.01439246,0.00574126,0.003944193,0.006440445],"category_scores_gemma":[0.1137635,0.0008004573,0.002033795,0.01723473,0.009577462,0.01172741,0.008275792,0.007619101,0.0008997036],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1695528,"about_ca_system_score_gemma":0.6904412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9541038,"about_ca_topic_score_gemma":0.9723487,"domain_scores_codex":[0.9737898,0.00835962,0.003002348,0.001155238,0.009337991,0.004355088],"domain_scores_gemma":[0.8561615,0.04240485,0.007110581,0.002927686,0.07611741,0.01527791],"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":[0.00009364275,0.0001581829,0.01618121,0.02914754,0.0001554605,0.0009085091,0.02591752,0.001654274,0.0006601889,0.08081573,0.2677875,0.5765203],"study_design_scores_gemma":[0.0000868042,0.00009626739,0.04916436,0.1224409,0.0003806817,0.0005272793,0.08818244,0.001905104,0.001067103,0.04175838,0.6940676,0.000323036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01032082,0.2473968,0.008360319,0.6876418,0.003502534,0.001624659,0.002276711,0.0002645875,0.03861175],"genre_scores_gemma":[0.2601385,0.5149696,0.1312949,0.0729862,0.001362951,0.003632882,0.003907879,0.0001606491,0.01154644],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8304472,"threshold_uncertainty_score":0.963201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}